diff --git a/examples/mia/LOS/.gitignore b/examples/mia/LOS/.gitignore new file mode 100644 index 00000000..5249cdd5 --- /dev/null +++ b/examples/mia/LOS/.gitignore @@ -0,0 +1,5 @@ +# Ignore everything inside the data folder +data/* + +# But do not ignore the .gitkeep file +!data/.gitkeep diff --git a/examples/mia/LOS/audit.yaml b/examples/mia/LOS/audit.yaml new file mode 100644 index 00000000..62ef45e2 --- /dev/null +++ b/examples/mia/LOS/audit.yaml @@ -0,0 +1,43 @@ +audit: # Configurations for auditing + random_seed: 1234 # Integer specifying the random seed + attack_list: + # rmia: + # training_data_fraction: 0.5 # Fraction of the auxilary dataset to use for this attack (in each shadow model training) + # attack_data_fraction: 0.5 # Fraction of auxiliary dataset to sample from during attack + # num_shadow_models: 8 # Number of shadow models to train + # online: True # perform online or offline attack + # temperature: 2 + # gamma: 1.0 + # offline_a: 0.33 # parameter from which we compute p(x) from p_OUT(x) such that p_IN(x) = a p_OUT(x) + b. + # offline_b: 0.66 + # qmia: + # training_data_fraction: 1.0 # Fraction of the auxilary dataset (data without train and test indices) to use for training the quantile regressor + # epochs: 5 # Number of training epochs for quantile regression + # population: + # attack_data_fraction: 1.0 # Fraction of the auxilary dataset to use for this attack + lira: + training_data_fraction: 0.5 # Fraction of the auxilary dataset to use for this attack (in each shadow model training) + num_shadow_models: 8 # Number of shadow models to train + online: True # perform online or offline attack + fixed_variance: True # Use a fixed variance for the whole audit + boosting: True + # loss_traj: + # training_distill_data_fraction : 0.7 # Fraction of the auxilary dataset to use for training the distillation models D_s = (1-D_KD)/2 + # number_of_traj: 10 # Number of epochs (number of points in the loss trajectory) + # label_only: False # True or False + # mia_classifier_epochs: 100 + + output_dir: "./leakpro_output" + attack_type: "mia" #mia, gia + +target: + # Target model path + module_path: "utils/model.py" + model_class: "MimicLR" + # Data paths + target_folder: "./target" + data_path: "./data/dataset.pkl" + +shadow_model: + +distillation_model: diff --git a/examples/mia/LOS/data/.gitkeep b/examples/mia/LOS/data/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/examples/mia/LOS/mimic_handler.py b/examples/mia/LOS/mimic_handler.py new file mode 100644 index 00000000..eafa12b4 --- /dev/null +++ b/examples/mia/LOS/mimic_handler.py @@ -0,0 +1,65 @@ + +import torch +from torch import cuda, device, optim, sigmoid +from torch.nn import BCELoss +from torch.utils.data import DataLoader +from tqdm import tqdm + +from leakpro import AbstractInputHandler + +class MimicInputHandler(AbstractInputHandler): + """Class to handle the user input for the CIFAR10 dataset.""" + + def __init__(self, configs: dict) -> None: + super().__init__(configs = configs) + + + def get_criterion(self)->None: + """Set the CrossEntropyLoss for the model.""" + return BCELoss() + + def get_optimizer(self, model:torch.nn.Module) -> None: + """Set the optimizer for the model.""" + learning_rate = 0.1 + momentum = 0.8 + return optim.SGD(model.parameters(), lr=learning_rate, momentum=momentum) + + def train( + self, + dataloader: DataLoader, + model: torch.nn.Module = None, + criterion: torch.nn.Module = None, + optimizer: optim.Optimizer = None, + epochs: int = None, + ) -> dict: + """Model training procedure.""" + + compute_device = device("cuda" if cuda.is_available() else "cpu") + model.to(compute_device) + model.train() + + criterion = self.get_criterion() + optimizer = self.get_optimizer(model) + + for e in tqdm(range(epochs), desc="Training Progress"): + model.train() + train_acc, train_loss = 0.0, 0.0 + + for data, target in dataloader: + target = target.float().unsqueeze(1) + data, target = data.to(compute_device, non_blocking=True), target.to(compute_device, non_blocking=True) + optimizer.zero_grad() + output = model(data) + + loss = criterion(output, target) + pred = sigmoid(output) >= 0.5 + train_acc += pred.eq(target).sum().item() + + loss.backward() + optimizer.step() + train_loss += loss.item() + + train_acc = train_acc/len(dataloader.dataset) + train_loss = train_loss/len(dataloader) + + return {"model": model, "metrics": {"accuracy": train_acc, "loss": train_loss}} diff --git a/examples/mia/LOS/mimic_main.ipynb b/examples/mia/LOS/mimic_main.ipynb new file mode 100644 index 00000000..47578870 --- /dev/null +++ b/examples/mia/LOS/mimic_main.ipynb @@ -0,0 +1,278 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Installation of Packages in Conda\n", + "\n", + "After prepraring the data according to ```mimiciii_prepration/ReadMe.md```, to install the required packages in your conda environment, you can use the following commands:\n", + "\n", + "```bash\n", + "conda install h5py\n", + "conda install pytables\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%reload_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "\n", + "project_root = os.path.abspath(os.path.join(os.getcwd(), \"../../..\"))\n", + "sys.path.append(project_root)\n", + "\n", + "from examples.mia.LOS.utils.data_processing import get_mimic_dataset, get_mimic_dataloaders\n", + "from examples.mia.LOS.utils.model import MimicLR, create_trained_model_and_metadata\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# Generate the dataset and dataloaders\n", + "path = os.path.join(os.getcwd(), \"data/\")\n", + "\n", + "dataset, train_indices, test_indices= get_mimic_dataset(path, train_frac = 0.5, test_frac= 0.2)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "train_loader, test_loader= get_mimic_dataloaders(dataset, train_indices, test_indices, batch_size=128)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of features: 7488\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Training Progress: 100%|██████████| 50/50 [01:06<00:00, 1.33s/it]\n" + ] + } + ], + "source": [ + "n_features = dataset.x.shape[1]\n", + "print(f\"Number of features: {n_features}\")\n", + "\n", + "# Train the model\n", + "if not os.path.exists(\"target\"):\n", + " os.makedirs(\"target\")\n", + "model = MimicLR(n_features)\n", + "train_acc, train_loss, test_acc, test_loss = create_trained_model_and_metadata(model, \n", + " train_loader, \n", + " test_loader, \n", + " lr = 0.0001,\n", + " weight_decay = 0.5392, # chosing 5.392 decrease the train test gap \n", + " epochs=50)\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "# Plot training and test accuracy\n", + "plt.figure(figsize=(5, 4))\n", + "\n", + "plt.subplot(1, 2, 1)\n", + "plt.plot(train_acc, label='Train Accuracy')\n", + "plt.plot(test_acc, label='Test Accuracy')\n", + "plt.xlabel('Epoch')\n", + "plt.ylabel('Accuracy')\n", + "plt.title('Accuracy over Epochs')\n", + "plt.legend()\n", + "\n", + "# Plot training and test loss\n", + "plt.subplot(1, 2, 2)\n", + "plt.plot(train_loss, label='Train Loss')\n", + "plt.plot(test_loss, label='Test Loss')\n", + "plt.xlabel('Epoch')\n", + "plt.ylabel('Loss')\n", + "plt.title('Loss over Epochs')\n", + "plt.legend()\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-11-22 09:25:45,391 INFO Target model blueprint created from MimicLR in utils/model.py.\n", + "2024-11-22 09:25:45,398 INFO Loaded target model metadata from ./target/model_metadata.pkl\n", + "2024-11-22 09:25:45,400 INFO Loaded target model from ./target\n", + "2024-11-22 09:25:46,568 INFO Loaded population dataset from ./data/dataset.pkl\n", + "2024-11-22 09:25:46,569 INFO Loaded population dataset from ./data/dataset.pkl\n", + "2024-11-22 09:25:46,570 INFO Added attack: lira\n", + "2024-11-22 09:25:46,571 INFO Preparing attack: lira\n", + "2024-11-22 09:25:46,574 INFO Number of existing models exceeds or equals the number of models to create\n", + "2024-11-22 09:25:46,575 INFO Loading shadow model 0\n", + "2024-11-22 09:25:46,578 INFO Loaded model from ./leakpro_output/attack_objects/shadow_model/shadow_model_0.pkl\n", + "2024-11-22 09:25:46,579 INFO Loading shadow model 4\n", + "2024-11-22 09:25:46,580 INFO Loaded model from ./leakpro_output/attack_objects/shadow_model/shadow_model_4.pkl\n", + "2024-11-22 09:25:46,581 INFO Loading shadow model 2\n", + "2024-11-22 09:25:46,582 INFO Loaded model from ./leakpro_output/attack_objects/shadow_model/shadow_model_2.pkl\n", + "2024-11-22 09:25:46,582 INFO Loading shadow model 3\n", + "2024-11-22 09:25:46,584 INFO Loaded model from ./leakpro_output/attack_objects/shadow_model/shadow_model_3.pkl\n", + "2024-11-22 09:25:46,584 INFO Loading shadow model 5\n", + "2024-11-22 09:25:46,585 INFO Loaded model from ./leakpro_output/attack_objects/shadow_model/shadow_model_5.pkl\n", + "2024-11-22 09:25:46,586 INFO Loading shadow model 7\n", + "2024-11-22 09:25:46,587 INFO Loaded model from ./leakpro_output/attack_objects/shadow_model/shadow_model_7.pkl\n", + "2024-11-22 09:25:46,587 INFO Loading shadow model 1\n", + "2024-11-22 09:25:46,589 INFO Loaded model from ./leakpro_output/attack_objects/shadow_model/shadow_model_1.pkl\n", + "2024-11-22 09:25:46,589 INFO Loading shadow model 6\n", + "2024-11-22 09:25:46,594 INFO Loaded model from ./leakpro_output/attack_objects/shadow_model/shadow_model_6.pkl\n", + "2024-11-22 09:25:46,594 INFO Create masks for all IN and OUT samples\n", + "2024-11-22 09:25:46,595 INFO Loading metadata 0\n", + "2024-11-22 09:25:46,596 INFO Loading metadata 4\n", + "2024-11-22 09:25:46,596 INFO Loading metadata 2\n", + "2024-11-22 09:25:46,597 INFO Loading metadata 3\n", + "2024-11-22 09:25:46,598 INFO Loading metadata 5\n", + "2024-11-22 09:25:46,598 INFO Loading metadata 7\n", + "2024-11-22 09:25:46,599 INFO Loading metadata 1\n", + "2024-11-22 09:25:46,599 INFO Loading metadata 6\n", + "2024-11-22 09:25:46,610 INFO Calculating the logits for all 8 shadow models\n", + "2024-11-22 09:25:52,584 INFO Calculating the logits for the target model \n", + "2024-11-22 09:25:53,550 INFO Running attack: lira \n", + "Processing audit samples: 100%|██████████| 16634/16634 [00:02<00:00, 6073.71it/s]\n", + "2024-11-22 09:25:56,390 INFO Finished attack: lira\n", + "2024-11-22 09:25:56,390 INFO Preparing results for attack: lira\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No existing file named './leakpro_output/results/lira/results.txt'. A new file will be created.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-11-22 09:25:59,687 INFO Auditing completed\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from mimic_handler import MimicInputHandler\n", + "\n", + "from leakpro import LeakPro\n", + "\n", + "# Read the config file\n", + "config_path = \"audit.yaml\"\n", + "\n", + "# Prepare leakpro object\n", + "leakpro = LeakPro(MimicInputHandler, config_path)\n", + "\n", + "# Run the audit \n", + "leakpro.run_audit()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "leakpro_test", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/.gitignore b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/.gitignore new file mode 100644 index 00000000..b3146f01 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/.gitignore @@ -0,0 +1,118 @@ +# Ignore all contents of output +/output/* + +# Exclude the folder itself so it stay in the repository +!/output/.gitkeep + + +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# pyenv +.python-version + +# celery beat schedule file +celerybeat-schedule + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ + + +*.ipynb_checkpoints* +makejob + +# tags +tags diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/LICENSE b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/LICENSE new file mode 100644 index 00000000..c416a9a2 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2019 MLforHealth + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/codes.sql b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/codes.sql new file mode 100644 index 00000000..a3ddaf51 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/codes.sql @@ -0,0 +1,11 @@ +SET SEARCH_PATH TO public,mimiciii; +SELECT + i.icustay_id, d.subject_id, d.hadm_id, + array_agg(d.icd9_code ORDER BY seq_num ASC) AS icd9_codes +FROM diagnoses_icd d + LEFT OUTER JOIN (SELECT ccs_matched_id, icd9_code from ccs_dx) c + ON c.icd9_code = d.icd9_code + INNER JOIN icustays i + ON i.hadm_id = d.hadm_id AND i.subject_id = d.subject_id +WHERE d.hadm_id IN ('{hadm_id}') AND seq_num IS NOT NULL +GROUP BY i.icustay_id, d.subject_id, d.hadm_id diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/debug_codes.sql b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/debug_codes.sql new file mode 100644 index 00000000..2f1acbe7 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/debug_codes.sql @@ -0,0 +1,15 @@ +\echo "DEBUG ONLY" +SET search_path TO mimiciii; +SELECT + i.icustay_id, d.subject_id, d.hadm_id, + array_agg(d.icd9_code ORDER BY seq_num ASC) AS icd9_codes, + array_agg(c.ccs_matched_id ORDER BY seq_num ASC) AS ccs_codes +FROM mimiciii.diagnoses_icd d + LEFT OUTER JOIN (SELECT ccs_matched_id, icd9_code from mimiciii.ccs_dx) c + ON c.icd9_code = d.icd9_code + INNER JOIN icustays i + ON i.hadm_id = d.hadm_id AND i.subject_id = d.subject_id + +WHERE seq_num IS NOT NULL +GROUP BY i.icustay_id, d.subject_id, d.hadm_id + diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/debug_statics.sql b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/debug_statics.sql new file mode 100644 index 00000000..b68f8f2a --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/debug_statics.sql @@ -0,0 +1,81 @@ +\echo "This file is just for debugging" +SET search_path TO public,mimiciii; +select distinct + i.subject_id, + i.hadm_id, + i.icustay_id, + i.gender, + i.age as age, + i.ethnicity, + i.admission_type, + i.hospital_expire_flag, + i.hospstay_seq, + i.los_icu, + i.admittime, + i.dischtime, + i.intime, + i.outtime, + a.diagnosis AS diagnosis_at_admission, + a.insurance, + a.deathtime, + a.discharge_location, + CASE when a.deathtime between i.intime and i.outtime THEN 1 ELSE 0 END AS mort_icu, + CASE when a.deathtime between i.admittime and i.dischtime THEN 1 ELSE 0 END AS mort_hosp, + s.first_careunit, + c.fullcode_first, + c.dnr_first, + c.fullcode, + c.dnr, +-- c.timednr_chart, + c.dnr_first_charttime, + c.cmo_first, + c.cmo_last, + c.cmo, + c.cmo_ds, +-- c.timecmo_chart, + c.cmo_first_charttime, +-- c.timecmo_nursingnote, + c.cmo_nursingnote_charttime, + sofa.sofa, + sofa.respiration as sofa_, + sofa.coagulation as sofa_, + sofa.liver as sofa_, + sofa.cardiovascular as sofa_, + sofa.cns as sofa_, + sofa.renal as sofa_, + sapsii.sapsii, + sapsii.sapsii_prob, + oasis.oasis, + oasis.oasis_prob, + COALESCE(f.readmission_30, 0) AS readmission_30 +FROM icustay_detail i + INNER JOIN admissions a ON i.hadm_id = a.hadm_id + INNER JOIN icustays s ON i.icustay_id = s.icustay_id + INNER JOIN code_status c ON i.icustay_id = c.icustay_id + LEFT OUTER JOIN (SELECT d.icustay_id, 1 as readmission_30 + FROM icustays c, icustays d + WHERE c.subject_id=d.subject_id + AND c.icustay_id > d.icustay_id + AND c.intime - d.outtime <= interval '30 days' + AND c.outtime = (SELECT MIN(e.outtime) from icustays e + WHERE e.subject_id=c.subject_id + AND e.intime>d.outtime)) f + ON i.icustay_id=f.icustay_id + LEFT OUTER JOIN (SELECT icustay_id, sofa, respiration, coagulation, liver, cardiovascular, cns, renal + FROM sofa) sofa + ON i.icustay_id=sofa.icustay_id + LEFT OUTER JOIN (SELECT icustay_id, sapsii, sapsii_prob + FROM sapsii) sapsii + ON sapsii.icustay_id=i.icustay_id + LEFT OUTER JOIN (SELECT icustay_id, oasis, oasis_prob + FROM oasis) oasis + ON oasis.icustay_id=i.icustay_id +WHERE s.first_careunit NOT like 'NICU' + and i.hadm_id is not null and i.icustay_id is not null + and i.hospstay_seq = 1 + and i.icustay_seq = 1 + and i.age >= 16 + and i.los_icu >= 1 + and (i.outtime >= (i.intime + interval '12 hours')) + and (i.outtime <= (i.intime + interval '250 hours')) +ORDER BY subject_id diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/notes.sql b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/notes.sql new file mode 100644 index 00000000..0cfe8867 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/notes.sql @@ -0,0 +1,7 @@ +SELECT n.subject_id, n.hadm_id, i.icustay_id, n.chartdate, n.charttime, n.category, n.description, n.text +FROM noteevents n INNER JOIN icustays i on i.hadm_id = n.hadm_id +WHERE + iserror IS NULL + AND (n.chartdate <= i.outtime OR n.charttime <= i.outtime) + AND n.hadm_id IN ('{hadm_id}') + AND n.subject_id IN ('{subject_id}') diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/statics.sql b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/statics.sql new file mode 100644 index 00000000..ecb5a2ec --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/SQL_Queries/statics.sql @@ -0,0 +1,83 @@ +SELECT DISTINCT + i.subject_id, + i.hadm_id, + i.icustay_id, + i.gender, + i.admission_age AS age, + i.ethnicity, + i.hospital_expire_flag, + i.hospstay_seq, + i.los_icu, + i.admittime, + i.dischtime, + i.intime, + i.outtime, + a.diagnosis AS diagnosis_at_admission, + a.admission_type, + a.insurance, + a.deathtime, + a.discharge_location, + CASE WHEN a.deathtime BETWEEN i.intime AND i.outtime THEN 1 ELSE 0 END AS mort_icu, + CASE WHEN a.deathtime BETWEEN i.admittime AND i.dischtime THEN 1 ELSE 0 END AS mort_hosp, + s.first_careunit, + c.fullcode_first, + c.dnr_first, + c.fullcode, + c.dnr, + c.dnr_first_charttime, + c.cmo_first, + c.cmo_last, + c.cmo, + c.timecmo_chart, + sofa.sofa, + sofa.respiration AS sofa_respiratory, + sofa.coagulation AS sofa_coagulation, + sofa.liver AS sofa_liver, + sofa.cardiovascular AS sofa_cardiovascular, + sofa.cns AS sofa_cns, + sofa.renal AS sofa_renal, + sapsii.sapsii, + sapsii.sapsii_prob, + oasis.oasis, + oasis.oasis_prob, + COALESCE(f.readmission_30, 0) AS readmission_30 +FROM mimiciii.icustay_detail i + INNER JOIN mimiciii.admissions a ON i.hadm_id = a.hadm_id + INNER JOIN mimiciii.icustays s ON i.icustay_id = s.icustay_id + INNER JOIN mimiciii.code_status c ON i.icustay_id = c.icustay_id + LEFT OUTER JOIN ( + SELECT d.icustay_id, 1 AS readmission_30 + FROM mimiciii.icustays c, mimiciii.icustays d + WHERE c.subject_id = d.subject_id + AND c.icustay_id > d.icustay_id + AND c.intime - d.outtime <= INTERVAL '30 days' + AND c.outtime = ( + SELECT MIN(e.outtime) + FROM mimiciii.icustays e + WHERE e.subject_id = c.subject_id + AND e.intime > d.outtime + ) + ) f ON i.icustay_id = f.icustay_id + LEFT OUTER JOIN ( + SELECT icustay_id, sofa, respiration, coagulation, liver, cardiovascular, cns, renal + FROM mimiciii.sofa + ) sofa ON i.icustay_id = sofa.icustay_id + LEFT OUTER JOIN ( + SELECT icustay_id, sapsii, sapsii_prob + FROM mimiciii.sapsii + ) sapsii ON sapsii.icustay_id = i.icustay_id + LEFT OUTER JOIN ( + SELECT icustay_id, oasis, oasis_prob + FROM mimiciii.oasis + ) oasis ON oasis.icustay_id = i.icustay_id +WHERE s.first_careunit NOT LIKE 'NICU' + AND i.hadm_id IS NOT NULL + AND i.icustay_id IS NOT NULL + AND i.hospstay_seq = 1 + AND i.icustay_seq = 1 + AND i.admission_age >= {min_age} + AND i.los_icu >= {min_day} + AND (i.outtime >= (i.intime + INTERVAL '{min_dur} hours')) + AND (i.outtime <= (i.intime + INTERVAL '{max_dur} hours')) +ORDER BY subject_id +{limit}; diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/datapackage_io_util.py b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/datapackage_io_util.py new file mode 100644 index 00000000..50b62db4 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/datapackage_io_util.py @@ -0,0 +1,84 @@ +import numpy as np +import pandas as pd +import datapackage + +def load_datapackage_schema(json_fpath, resource_id=0): + """ Load schema object + + Returns + ------- + schema : schema object, with attributes + field_names + fields : list of dict + Each dict provides info about the field (data type, etc) + """ + spec = datapackage.DataPackage(json_fpath) + schema = spec.resources[resource_id].schema + return schema + +def load_sanitized_df_from_csv(csv_fpath, schema): + """ Load dataframe from CSV that meets provided schema. + + Returns + ------- + data_df : pandas DataFrame + Will have fields provided by schema + Will have field types (categorical, datetime, etc) provided by schema. + """ + data_df = pd.read_csv(csv_fpath) + return sanitize_df(data_df, schema) + +def save_sanitized_df_to_csv(csv_fpath, data_df, schema=None): + """ Save sanitized df to .csv file + + Returns + ------- + None + + Post Condition + -------------- + csv_fpath is .csv file containing sanitized data_df + This file could be read by load_sanitized_df_from_csv() + """ + if schema is not None: + data_df = sanitize_df(data_df, schema, setup_index=False) + has_non_numeric_index = ( + getattr(data_df.index, 'name', None) is not None + or getattr(data_df.index, 'names', [None])[0] is not None) + data_df.to_csv(csv_fpath, index=has_non_numeric_index) + +def sanitize_df(data_df, schema, setup_index=True, missing_column_procedure='fill_zero'): + """ Sanitize dataframe according to provided schema + + Returns + ------- + data_df : pandas DataFrame + Will have fields provided by schema + Will have field types (categorical, datetime, etc) provided by schema. + """ + data_df = data_df.reset_index() + for ff, field_name in enumerate(schema.field_names): + type_ff = schema.fields[ff].descriptor['type'] + if field_name not in data_df.columns: + if missing_column_procedure == 'fill_zero': + if type_ff == 'integer': + data_df[field_name] = 0 + elif type_ff == 'number': + data_df[field_name] = 0.0 + + # Reorder columns to match schema + data_df = data_df[schema.field_names] + # Cast fields to required type (categorical / datetime) + for ff, name in enumerate(schema.field_names): + ff_spec = schema.descriptor['fields'][ff] + if 'pandas_dtype' in ff_spec and ff_spec['pandas_dtype'] == 'category': + data_df[name] = data_df[name].astype('category') + elif 'type' in ff_spec and ff_spec['type'] == 'datetime': + data_df[name] = pd.to_datetime(data_df[name]) + if hasattr(schema, 'primary_key'): + data_df = data_df.sort_values(schema.primary_key) + if setup_index: + data_df = data_df.set_index(schema.primary_key) + return data_df + + diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/heuristic_sentence_splitter.py b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/heuristic_sentence_splitter.py new file mode 100644 index 00000000..59524758 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/heuristic_sentence_splitter.py @@ -0,0 +1,292 @@ +# Original source taken from https://github.com/wboag/mimic-tokenize/blob/master/heuristic-tokenize.py at +# commit e953d271bbb4c53aee5cc9a7b8be870a6b007604 + +import re, nltk + +def is_inline_title(text): + m = re.search('^([a-zA-Z ]+:) ', text) + if not m: return False + return is_title(m.groups()[0]) + +stopwords = set(['of', 'on', 'or']) +def is_title(text): + if not text.endswith(':'): return False + text = text[:-1] + + # be a little loose here... can tighten if it causes errors + text = re.sub('(\([^\)]*?\))', '', text) + + # Are all non-stopwords capitalized? + for word in text.split(): + if word in stopwords: continue + if not word[0].isupper(): return False + + # I noticed this is a common issue (non-title aapears at beginning of line) + if text == 'Disp': return False + + # optionally: could assert that it is less than 6 tokens + return True + + +def sent_tokenize_rules(text): + + # long sections are OBVIOUSLY different sentences + text = re.sub('---+', '\n\n-----\n\n', text) + text = re.sub('___+', '\n\n_____\n\n', text) + text = re.sub('\n\n+', '\n\n', text) + + segments = text.split('\n\n') + + # strategy: break down segments and chip away structure until just prose. + # once you have prose, use nltk.sent_tokenize() + + ### Separate section headers ### + new_segments = [] + + # deal with this one edge case (multiple headers per line) up front + m1 = re.match('(Admission Date:) (.*) (Discharge Date:) (.*)', segments[0]) + if m1: + new_segments += list(map(lambda s: s.strip(), m1.groups())) + segments = segments[1:] + + m2 = re.match('(Date of Birth:) (.*) (Sex:) (.*)' , segments[0]) + if m2: + new_segments += list(map(lambda s: s.strip(), m2.groups())) + segments = segments[1:] + + for segment in segments: + # find all section headers + possible_headers = re.findall('\n([A-Z][^\n:]+:)', '\n'+segment) + #assert len(possible_headers) < 2, str(possible_headers) + headers = [] + for h in possible_headers: + #print 'cand=[%s]' % h + if is_title(h.strip()): + #print '\tYES=[%s]' % h + headers.append(h.strip()) + + # split text into new segments, delimiting on these headers + for h in headers: + h = h.strip() + + # split this segment into 3 smaller segments + ind = segment.index(h) + prefix = segment[:ind].strip() + rest = segment[ ind+len(h):].strip() + + # add the prefix (potentially empty) + if len(prefix) > 0: + new_segments.append(prefix.strip()) + + # add the header + new_segments.append(h) + + # remove the prefix from processing (very unlikely to be empty) + segment = rest.strip() + + # add the final piece (aka what comes after all headers are processed) + if len(segment) > 0: + new_segments.append(segment.strip()) + + # copy over the new list of segments (further segmented than original segments) + segments = list(new_segments) + new_segments = [] + + + ### Low-hanging fruit: "_____" is a delimiter + for segment in segments: + subsections = segment.split('\n_____\n') + new_segments.append(subsections[0]) + for ss in subsections[1:]: + new_segments.append('_____') + new_segments.append(ss) + + segments = list(new_segments) + new_segments = [] + + + ### Low-hanging fruit: "-----" is a delimiter + for segment in segments: + subsections = segment.split('\n-----\n') + new_segments.append(subsections[0]) + for ss in subsections[1:]: + new_segments.append('-----') + new_segments.append(ss) + + segments = list(new_segments) + new_segments = [] + + ''' + for segment in segments: + print '------------START------------' + print segment + print '-------------END-------------' + print + exit() + ''' + + ### Separate enumerated lists ### + for segment in segments: + old_len = len(new_segments) + if not re.search('\n\s*\d+\.', '\n'+segment): + new_segments.append(segment) + continue + + #print '------------START------------' + #print segment + #print '-------------END-------------' + #print + + # generalizes in case the list STARTS this section + segment = '\n'+segment + + # determine whether this segment contains a bulleted list (assumes i,i+1,...,n) + start = int(re.search('\n\s*(\d+)\.', segment).groups()[0]) + n = start + while re.search('\n\s*%d\.'%n,segment): + n += 1 + n -= 1 + + # no bulleted list + if n < 1 or (n - start) == 0: + new_segments.append(segment) + continue + + #print '------------START------------' + #print segment + #print '-------------END-------------' + #print start,n + #print + + # break each list into its own line + # challenge: not clear how to tell when the list ends if more text happens next + for i in range(start,n+1): + matching_text = re.search('(\n\s*\d+\.)',segment).groups()[0] + prefix = segment[:segment.index(matching_text) ].strip() + segment = segment[ segment.index(matching_text):].strip() + + if len(prefix)>0: + new_segments.append(prefix) + + if len(segment)>0: + new_segments.append(segment) + + + #print 'Out Segments:' + #for out_segment in new_segments[old_len:]: + # print '------------START------------' + # print out_segment + # print '-------------END-------------' + #print('\n\n') + + segments = list(new_segments) + new_segments = [] + + ''' + TODO: Big Challenge + There is so much variation in what makes a list. Intuitively, I can tell it's a + list because it shows repeated structure (often following a header) + Examples of some lists (with numbers & symptoms changed around to noise) + Past Medical History: + -- Hyperlipidemia + -- lactose intolerance + -- Hypertension + Physical Exam: + Vitals - T 82.2 BP 123/23 HR 73 R 21 75% on 2L NC + General - well appearing male, sitting up in chair in NAD + Neck - supple, JVP elevated to angle of jaw + CV - distant heart sounds, RRR, faint __PHI_43__ murmur at + Labs: + __PHI_10__ 12:00PM BLOOD WBC-8.8 RBC-8.88* Hgb-88.8* Hct-88.8* + MCV-88 MCH-88.8 MCHC-88.8 RDW-88.8* Plt Ct-888 + __PHI_14__ 04:54AM BLOOD WBC-8.8 RBC-8.88* Hgb-88.8* Hct-88.8* + MCV-88 MCH-88.8 MCHC-88.8 RDW-88.8* Plt Ct-888 + __PHI_23__ 03:33AM BLOOD WBC-8.8 RBC-8.88* Hgb-88.8* Hct-88.8* + MCV-88 MCH-88.8 MCHC-88.8 RDW-88.8* Plt Ct-888 + __PHI_109__ 03:06AM BLOOD WBC-8.8 RBC-8.88* Hgb-88.8* Hct-88.8* + MCV-88 MCH-88.8 MCHC-88.8 RDW-88.8* Plt Ct-888 + __PHI_1__ 05:09AM BLOOD WBC-8.8 RBC-8.88* Hgb-88.8* Hct-88.8* + MCV-88 MCH-88.8 MCHC-88.8 RDW-88.8* Plt Ct-888 + __PHI_26__ 04:53AM BLOOD WBC-8.8 RBC-8.88* Hgb-88.8* Hct-88.8* + MCV-88 MCH-88.8 MCHC-88.8 RDW-88.8* Plt Ct-888 + __PHI_301__ 05:30AM BLOOD WBC-8.8 RBC-8.88* Hgb-88.8* Hct-88.8* + MCV-88 MCH-88.8 MCHC-88.8 RDW-88.8* Plt Ct-888 + Medications on Admission: + Allopurinol 100 mg DAILY + Aspirin 250 mg DAILY + Atorvastatin 10 mg DAILY + Glimepiride 1 mg once a week. + Hexavitamin DAILY + Lasix 50mg M-W-F; 60mg T-Th-Sat-Sun + Metoprolol 12.5mg TID + Prilosec OTC 20 mg once a day + Verapamil 120 mg SR DAILY + ''' + + ### Remove lines with inline titles from larger segments (clearly nonprose) + for segment in segments: + ''' + With: __PHI_6__, MD __PHI_5__ + Building: De __PHI_45__ Building (__PHI_32__ Complex) __PHI_87__ + Campus: WEST + ''' + + lines = segment.split('\n') + + buf = [] + for line in lines: + if is_inline_title(line): + if len(buf) > 0: new_segments.append('\n'.join(buf)) + buf = [] + buf.append(line) + if len(buf) > 0: + new_segments.append('\n'.join(buf)) + + segments = list(new_segments) + new_segments = [] + + # Going to put one-liner answers with their sections + # (aka A A' B B' C D D' --> AA' BB' C DD' ) + N = len(segments) + for i in range(N): + # avoid segfaults + if i==0: + new_segments.append(segments[i]) + continue + if segments[i].count('\n') == 0 and is_title(segments[i-1]) and not is_title(segments[i]): + if (i == N-1) or is_title(segments[i+1]): + new_segments = new_segments[:-1] + new_segments.append(segments[i-1] + ' ' + segments[i]) + else: new_segments.append(segments[i]) + else: + new_segments.append(segments[i]) + + segments = list(new_segments) + new_segments = [] + + ''' + Should do some kind of regex to find "TEST: value" in segments? + Indication: Source of embolism. + BP (mm Hg): 145/89 + HR (bpm): 80 + Note: I made a temporary hack that fixes this particular problem. + We'll see how it shakes out + ''' + + + ''' + Separate ALL CAPS lines (Warning... is there ever prose that can be all caps?) + ''' + + + + ''' + for segment in segments: + print '------------START------------' + print segment + print '-------------END-------------' + print + exit() + ''' + + return segments diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/mimic_direct_extract.py b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/mimic_direct_extract.py new file mode 100644 index 00000000..c315438c --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/mimic_direct_extract.py @@ -0,0 +1,1060 @@ +from __future__ import print_function, division + +# MIMIC IIIv14 on postgres 9.4 +import os, psycopg2, re, sys, time, numpy as np, pandas as pd + + +from os.path import isfile, isdir, splitext +import argparse + + +import spacy + + +import matplotlib +matplotlib.use('Agg') +import matplotlib.pyplot as plt + +from datapackage_io_util import ( + load_datapackage_schema, + save_sanitized_df_to_csv, + sanitize_df, +) +from heuristic_sentence_splitter import sent_tokenize_rules +from mimic_querier import * + +CURRENT_DIR = os.path.dirname(os.path.abspath(__file__)) +SQL_DIR = os.path.join(CURRENT_DIR, 'SQL_Queries') +STATICS_QUERY_PATH = os.path.join(SQL_DIR, 'statics.sql') +CODES_QUERY_PATH = os.path.join(SQL_DIR, 'codes.sql') +NOTES_QUERY_PATH = os.path.join(SQL_DIR, 'notes.sql') + +# Output filenames +static_filename = 'static_data.csv' +static_columns_filename = 'static_colnames.txt' + +dynamic_filename = 'vitals_hourly_data.csv' +columns_filename = 'vitals_colnames.txt' +subjects_filename = 'subjects.npy' +times_filename = 'fenceposts.npy' +dynamic_hd5_filename = 'vitals_hourly_data.h5' +dynamic_hd5_filt_filename = 'all_hourly_data.h5' + +codes_hd5_filename = 'C.h5' +notes_hd5_filename = 'notes.hdf' # N.h5 +idx_hd5_filename = 'C_idx.h5' + +outcome_filename = 'outcomes_hourly_data.csv' +outcome_hd5_filename = 'outcomes_hourly_data.h5' +outcome_columns_filename = 'outcomes_colnames.txt' + +# SQL command params + +ID_COLS = ['subject_id', 'hadm_id', 'icustay_id'] +ITEM_COLS = ['itemid', 'label', 'LEVEL1', 'LEVEL2'] + +def add_outcome_indicators(out_gb): + subject_id = out_gb['subject_id'].unique()[0] + hadm_id = out_gb['hadm_id'].unique()[0] + icustay_id = out_gb['icustay_id'].unique()[0] + max_hrs = out_gb['max_hours'].unique()[0] + on_hrs = set() + + for index, row in out_gb.iterrows(): + on_hrs.update(range(row['starttime'], row['endtime'] + 1)) + + off_hrs = set(range(max_hrs + 1)) - on_hrs + on_vals = [0]*len(off_hrs) + [1]*len(on_hrs) + hours = list(off_hrs) + list(on_hrs) + return pd.DataFrame({'subject_id': subject_id, 'hadm_id':hadm_id, + 'hours_in':hours, 'on':on_vals}) #icustay_id': icustay_id}) + + +def add_blank_indicators(out_gb): + subject_id = out_gb['subject_id'].unique()[0] + hadm_id = out_gb['hadm_id'].unique()[0] + #icustay_id = out_gb['icustay_id'].unique()[0] + max_hrs = out_gb['max_hours'].unique()[0] + + hrs = range(max_hrs + 1) + vals = list([0]*len(hrs)) + return pd.DataFrame({'subject_id': subject_id, 'hadm_id':hadm_id, + 'hours_in':hrs, 'on':vals})#'icustay_id': icustay_id, + +def continuous_outcome_processing(out_data, data, icustay_timediff): + """ + + Args + ---- + out_data : pd.DataFrame + index=None + Contains subset of icustay_id corresp to specific sessions where outcome observed. + data : pd.DataFrame + index=icustay_id + Contains full population of static demographic data + + Returns + ------- + out_data : pd.DataFrame + """ + out_data['intime'] = out_data['icustay_id'].map(data['intime'].to_dict()) + out_data['outtime'] = out_data['icustay_id'].map(data['outtime'].to_dict()) + out_data['max_hours'] = out_data['icustay_id'].map(icustay_timediff) + out_data['starttime'] = out_data['starttime'] - out_data['intime'] + out_data['starttime'] = out_data.starttime.apply(lambda x: x.days*24 + x.seconds//3600) + out_data['endtime'] = out_data['endtime'] - out_data['intime'] + out_data['endtime'] = out_data.endtime.apply(lambda x: x.days*24 + x.seconds//3600) + out_data = out_data.groupby(['icustay_id']) + + return out_data +# +# def fill_missing_times(df_by_sid_hid_itemid): +# max_hour = df_by_sid_hid_itemid.index.get_level_values(max_hours)[0] +# missing_hours = list(set(range(max_hour+1)) - set(df_by_sid_hid_itemid['hours_in'].unique())) +# # Add rows +# sid = df_by_sid_hid_itemid.subject_id.unique()[0] +# hid = df_by_sid_hid_itemid.hadm_id.unique()[0] +# icustay_id = df_by_sid_hid_itemid.icustay_id.unique()[0] +# itemid = df_by_sid_hid_itemid.itemid.unique()[0] +# filler = pd.DataFrame({'subject_id':[sid]*len(missing_hours), +# 'hadm_id':[hid]*len(missing_hours), +# 'icustay_id':[icustay_id]*len(missing_hours), +# 'itemid':[itemid]*len(missing_hours), +# 'hours_in':missing_hours, +# 'value':[np.nan]*len(missing_hours), +# 'max_hours': [max_hour]*len(missing_hours)}) +# return pd.concat([df_by_sid_hid_itemid, filler], axis=0) + +def save_pop( + data_df, outPath, static_filename, pop_size_int, + static_data_schema, host=None + ): + # Connect to local postgres version of mimic + + # Serialize to disk + csv_fpath = os.path.join(outPath, static_filename) + save_sanitized_df_to_csv(csv_fpath, data_df, static_data_schema) + + return data_df + +# From Dave's approach! +def get_variable_mapping(mimic_mapping_filename): + # Read in the second level mapping of the itemids + var_map = pd.read_csv(mimic_mapping_filename, index_col=None) + var_map = var_map.loc[(var_map['LEVEL2'] != '') & (var_map['COUNT']>0)] + var_map = var_map.loc[(var_map['STATUS'] == 'ready')] + var_map['ITEMID'] = var_map['ITEMID'].astype(int) + + return var_map + +def get_variable_ranges(range_filename): + # Read in the second level mapping of the itemid, and take those values out + columns = [ 'LEVEL2', 'OUTLIER LOW', 'VALID LOW', 'IMPUTE', 'VALID HIGH', 'OUTLIER HIGH' ] + to_rename = dict(zip(columns, [ c.replace(' ', '_') for c in columns ])) + to_rename['LEVEL2'] = 'VARIABLE' + var_ranges = pd.read_csv(range_filename, index_col=None) + var_ranges = var_ranges[columns] + var_ranges.rename(columns=to_rename, inplace=True) + var_ranges = var_ranges.drop_duplicates(subset='VARIABLE', keep='first') + var_ranges['VARIABLE'] = var_ranges['VARIABLE'].str.lower() + var_ranges.set_index('VARIABLE', inplace=True) + var_ranges = var_ranges.loc[var_ranges.notnull().all(axis=1)] + + return var_ranges + +UNIT_CONVERSIONS = [ + ('weight', 'oz', None, lambda x: x/16.*0.45359237), + ('weight', 'lbs', None, lambda x: x*0.45359237), + ('fraction inspired oxygen', None, lambda x: x > 1, lambda x: x/100.), + ('oxygen saturation', None, lambda x: x <= 1, lambda x: x*100.), + ('temperature', 'f', lambda x: x > 79, lambda x: (x - 32) * 5./9), + ('height', 'in', None, lambda x: x*2.54), +] + +def standardize_units(X, name_col='itemid', unit_col='valueuom', value_col='value', inplace=True): + if not inplace: X = X.copy() + name_col_vals = get_values_by_name_from_df_column_or_index(X, name_col) + unit_col_vals = get_values_by_name_from_df_column_or_index(X, unit_col) + + try: + name_col_vals = name_col_vals.str + unit_col_vals = unit_col_vals.str + except: + print("Can't call *.str") + print(name_col_vals) + print(unit_col_vals) + raise + + #name_filter, unit_filter = [ + # (lambda n: col.contains(n, case=False, na=False)) for col in (name_col_vals, unit_col_vals) + #] + # TODO(mmd): Why does the above not work, but the below does? + name_filter = lambda n: name_col_vals.contains(n, case=False, na=False) + unit_filter = lambda n: unit_col_vals.contains(n, case=False, na=False) + + for name, unit, rng_check_fn, convert_fn in UNIT_CONVERSIONS: + name_filter_idx = name_filter(name) + needs_conversion_filter_idx = name_filter_idx & False + + if unit is not None: needs_conversion_filter_idx |= name_filter(unit) | unit_filter(unit) + if rng_check_fn is not None: needs_conversion_filter_idx |= rng_check_fn(X[value_col]) + + idx = name_filter_idx & needs_conversion_filter_idx + + X.loc[idx, value_col] = convert_fn(X[value_col][idx]) + + return X + +def range_unnest(df, col, out_col_name=None, reset_index=False): + assert len(df.index.names) == 1, "Does not support multi-index." + if out_col_name is None: out_col_name = col + + col_flat = pd.DataFrame( + [[i, x] for i, y in df[col].items() for x in range(y+1)], + columns=[df.index.names[0], out_col_name] + ) + + if not reset_index: col_flat = col_flat.set_index(df.index.names[0]) + return col_flat + +# TODO(mmd): improve args +def save_numerics( + data, X, I, var_map, var_ranges, outPath, dynamic_filename, columns_filename, subjects_filename, + times_filename, dynamic_hd5_filename, group_by_level2, apply_var_limit, min_percent +): + assert len(data) > 0 and len(X) > 0, "Must provide some input data to process." + + var_map = var_map[ + ['LEVEL2', 'ITEMID', 'LEVEL1'] + ].rename( + {'LEVEL2': 'LEVEL2', 'LEVEL1': 'LEVEL1', 'ITEMID': 'itemid'}, axis=1 + ).set_index('itemid') + + + X['value'] = pd.to_numeric(X['value'], 'coerce') + X = X.astype({k: int for k in ID_COLS}) + + to_hours = lambda x: max(0, x.days*24 + x.seconds // 3600) + + X = X.set_index('icustay_id').join(data[['intime']]) + X['hours_in'] = (X['charttime'] - X['intime']).apply(to_hours) + + X.drop(columns=['charttime', 'intime'], inplace=True) + X.set_index('itemid', append=True, inplace=True) + + # Pandas has a bug with the below for small X + #X = X.join([var_map, I]).set_index(['label', 'LEVEL1', 'LEVEL2'], append=True) + X = X.join(var_map).join(I).set_index(['label', 'LEVEL1', 'LEVEL2'], append=True) + standardize_units(X, name_col='LEVEL1', inplace=True) + + if apply_var_limit > 0: + X = apply_variable_limits(X, var_ranges, 'LEVEL2') + + group_item_cols = ['LEVEL2'] if group_by_level2 else ITEM_COLS + XXX = X + X = X.groupby(ID_COLS + group_item_cols + ['hours_in']).agg(['mean', 'std', 'count']) + + X.columns = X.columns.droplevel(0) + X.columns.names = ['Aggregation Function'] + + data['max_hours'] = (data['outtime'] - data['intime']).apply(to_hours) + + # TODO(mmd): Maybe can just create the index directly? + missing_hours_fill = range_unnest(data, 'max_hours', out_col_name='hours_in', reset_index=True) + missing_hours_fill['tmp'] = np.NaN + + # TODO(mmd): The below is a bit wasteful. + #itemids = var_map.join(I['label']).reset_index()[group_item_cols].drop_duplicates() + #itemids['tmp'] = np.NaN + + #missing_hours_fill = missing_hours_fill.merge(itemids, on='tmp', how='outer') + + fill_df = data.reset_index()[ID_COLS].join(missing_hours_fill.set_index('icustay_id'), on='icustay_id') + fill_df.set_index(ID_COLS + ['hours_in'], inplace=True) + + # Pivot table droups NaN columns so you lose any uniformly NaN. + X = X.unstack(level = group_item_cols) + X.columns = X.columns.reorder_levels(order=group_item_cols + ['Aggregation Function']) + + + #X = X.reset_index().pivot_table(index=ID_COLS + ['hours_in'], columns=group_item_cols, values=X.columns) + X = X.reindex(fill_df.index) + + #X.columns = X.columns.droplevel(0).reorder_levels(order=[1, 0]) + #if group_by_level2: + # X.columns.names = ['LEVEL2', 'Aggregation Function'] # Won't work with ungrouped! + #else: + # X.columns.names = ['itemid', 'Aggregation Function'] + # X.columms = X.MultiIndex.from_frame(X[ITEM_COLS]) + + X = X.sort_index(axis=0).sort_index(axis=1) + + print("Shape of X : ", X.shape) + + # Turn back into columns + if columns_filename is not None: + col_names = [str(x) for x in X.columns.values] + with open(os.path.join(outPath, columns_filename), 'w') as f: f.write('\n'.join(col_names)) + + # Get the max time for each of the subjects so we can reconstruct! + if subjects_filename is not None: + np.save(os.path.join(outPath, subjects_filename), data['subject_id'].values) + if times_filename is not None: + np.save(os.path.join(outPath, times_filename), data['max_hours'].values) + + #fix nan in count to be zero + idx = pd.IndexSlice + if group_by_level2: + X.loc[:, idx[:, 'count']] = X.loc[:, idx[:, 'count']].fillna(0) + else: + X.loc[:, idx[:,:,:,:, 'count']] = X.loc[:, idx[:,:,:,:, 'count']].fillna(0) + + # Drop columns that have very few recordings + n = round((1-min_percent/100.0)*X.shape[0]) + drop_col = [] + for k in X.columns: + if k[-1] == 'mean': + if X[k].isnull().sum() > n: + drop_col.append(k[:-1]) + X = X.drop(columns = drop_col) + + ######## + if dynamic_filename is not None: np.save(os.path.join(outPath, dynamic_filename), X.values) + if dynamic_hd5_filename is not None: X.to_hdf(os.path.join(outPath, dynamic_hd5_filename), 'X') + + return X + +def save_notes(notes, outPath=None, notes_h5_filename=None): + notes_id_cols = list(set(ID_COLS).intersection(notes.columns))# + ['row_id'] TODO: what is row_id? + notes_metadata_cols = ['chartdate', 'charttime', 'category', 'description'] + + notes.set_index(notes_id_cols + notes_metadata_cols, inplace=True) + # preprocessing!! + # TODO(Scispacy) + # TODO(improve) + # TODO(spell checking) + # TODO(CUIs) + # TODO This takes forever. At the very least add a progress bar. + + def sbd_component(doc): + for i, token in enumerate(doc[:-2]): + # define sentence start if period + titlecase token + if token.text == '.' and doc[i+1].is_title: + doc[i+1].sent_start = True + if token.text == '-' and doc[i+1].text != '-': + doc[i+1].sent_start = True + return doc + + #convert de-identification text into one token + def fix_deid_tokens(text, processed_text): + deid_regex = r"\[\*\*.{0,15}.*?\*\*\]" + indexes = [m.span() for m in re.finditer(deid_regex,text,flags=re.IGNORECASE)] + for start,end in indexes: + processed_text.merge(start_idx=start,end_idx=end) + return processed_text + + nlp = spacy.load('en_core_web_sm') # Maybe try lg model? + nlp.add_pipe(sbd_component, before='parser') # insert before the parser + disabled = nlp.disable_pipes('ner') + + def process_sections_helper(section, note, processed_sections): + processed_section = nlp(section['sections']) + processed_section = fix_deid_tokens(section['sections'], processed_section) + processed_sections.append(processed_section) + + def process_note_willie_spacy(note): + note_sections = sent_tokenize_rules(note) + processed_sections = [] + section_frame = pd.DataFrame({'sections':note_sections}) + section_frame.apply(process_sections_helper, args=(note,processed_sections,), axis=1) + return processed_sections + + def text_process(sent, note): + sent_text = sent['sents'].text + if len(sent_text) > 0 and sent_text.strip() != '\n': + if '\n'in sent_text: + sent_text = sent_text.replace('\n', ' ') + note['text'] += sent_text + '\n' + + def get_sentences(processed_section, note): + sent_frame = pd.DataFrame({'sents': list(processed_section['sections'].sents)}) + sent_frame.apply(text_process, args=(note,), axis=1) + + def process_frame_text(note): + try: + note_text = str(note['text']) + note['text'] = '' + processed_sections = process_note_willie_spacy(note_text) + ps = {'sections': processed_sections} + ps = pd.DataFrame(ps) + + ps.apply(get_sentences, args=(note,), axis=1) + + return note + except Exception as e: + print('error', e) + #raise e + + notes = notes.apply(process_frame_text, axis=1) + + if outPath is not None and notes_h5_filename is not None: + notes.to_hdf(os.path.join(outPath, notes_h5_filename), 'notes') + return notes + +def save_icd9_codes(codes, outPath, codes_h5_filename): + codes.set_index(ID_COLS, inplace=True) + codes.to_hdf(os.path.join(outPath, codes_h5_filename), 'C') + return codes + +def save_outcome( + data, querier, outPath, outcome_filename, outcome_hd5_filename, + outcome_columns_filename, outcome_schema, host=None +): + """ Retrieve outcomes from DB and save to disk + + Vent and vaso are both there already - so pull the start and stop times from there! :) + + Returns + ------- + Y : Pandas dataframe + Obeys the outcomes data spec + """ + icuids_to_keep = get_values_by_name_from_df_column_or_index(data, 'icustay_id') + icuids_to_keep = set([str(s) for s in icuids_to_keep]) + + # Add a new column called intime so that we can easily subtract it off + data = data.reset_index() + data = data.set_index('icustay_id') + data['intime'] = pd.to_datetime(data['intime']) #, format="%m/%d/%Y")) + data['outtime'] = pd.to_datetime(data['outtime']) + icustay_timediff_tmp = data['outtime'] - data['intime'] + icustay_timediff = pd.Series([timediff.days*24 + timediff.seconds//3600 + for timediff in icustay_timediff_tmp], index=data.index.values) + query = """ + select i.subject_id, i.hadm_id, v.icustay_id, v.ventnum, v.starttime, v.endtime + FROM icustay_detail i + INNER JOIN ventilation_durations v ON i.icustay_id = v.icustay_id + where v.icustay_id in ({icuids}) + and v.starttime between intime and outtime + and v.endtime between intime and outtime; + """ + + old_template_vars = querier.exclusion_criteria_template_vars + querier.exclusion_criteria_template_vars = dict(icuids=','.join(icuids_to_keep)) + + vent_data = querier.query(query_string=query) + vent_data = continuous_outcome_processing(vent_data, data, icustay_timediff) + vent_data = vent_data.apply(add_outcome_indicators) + vent_data.rename(columns = {'on':'vent'}, inplace=True) + vent_data = vent_data.reset_index() + + # Get the patients without the intervention in there too so that we + ids_with = vent_data['icustay_id'] + ids_with = set(map(int, ids_with)) + ids_all = set(map(int, icuids_to_keep)) + ids_without = (ids_all - ids_with) + #ids_without = map(int, ids_without) + + # Create a new fake dataframe with blanks on all vent entries + out_data = data.copy(deep=True) + out_data = out_data.reset_index() + out_data = out_data.set_index('icustay_id') + out_data = out_data.iloc[out_data.index.isin(ids_without)] + out_data = out_data.reset_index() + out_data = out_data[['subject_id', 'hadm_id', 'icustay_id']] + out_data['max_hours'] = out_data['icustay_id'].map(icustay_timediff) + + # Create all 0 column for vent + out_data = out_data.groupby('icustay_id') + out_data = out_data.apply(add_blank_indicators) + out_data.rename(columns = {'on':'vent'}, inplace=True) + out_data = out_data.reset_index() + + # Concatenate all the data vertically + Y = pd.concat([vent_data[['subject_id', 'hadm_id', 'icustay_id', 'hours_in', 'vent']], + out_data[['subject_id', 'hadm_id', 'icustay_id', 'hours_in', 'vent']]], + axis=0) + + # Start merging all other interventions + table_names = [ + 'vasopressor_durations', + 'adenosine_durations', + 'dobutamine_durations', + 'dopamine_durations', + 'epinephrine_durations', + 'isuprel_durations', + 'milrinone_durations', + 'norepinephrine_durations', + 'phenylephrine_durations', + 'vasopressin_durations' + ] + column_names = ['vaso', 'adenosine', 'dobutamine', 'dopamine', 'epinephrine', 'isuprel', + 'milrinone', 'norepinephrine', 'phenylephrine', 'vasopressin'] + + # TODO(mmd): This section doesn't work. What is its purpose? + for t, c in zip(table_names, column_names): + # TOTAL VASOPRESSOR DATA + query = """ + select i.subject_id, i.hadm_id, v.icustay_id, v.vasonum, v.starttime, v.endtime + FROM icustay_detail i + INNER JOIN {table} v ON i.icustay_id = v.icustay_id + where v.icustay_id in ({icuids}) + and v.starttime between intime and outtime + and v.endtime between intime and outtime; + """ + new_data = querier.query(query_string=query, extra_template_vars=dict(table=t)) + new_data = continuous_outcome_processing(new_data, data, icustay_timediff) + new_data = new_data.apply(add_outcome_indicators) + new_data.rename(columns={'on': c}, inplace=True) + new_data = new_data.reset_index() + # c may not be in Y if we are only extracting a subset of the population, in which c was never + # performed. + if not c in new_data: + print("Column ", c, " not in data.") + continue + + Y = Y.merge( + new_data[['subject_id', 'hadm_id', 'icustay_id', 'hours_in', c]], + on=['subject_id', 'hadm_id', 'icustay_id', 'hours_in'], + how='left' + ) + + # Sort the values + Y.fillna(0, inplace=True) + Y[c] = Y[c].astype(int) + #Y = Y.sort_values(['subject_id', 'icustay_id', 'hours_in']) #.merge(df3,on='name') + Y = Y.reset_index(drop=True) + print('Extracted ' + c + ' from ' + t) + + + tasks=["colloid_bolus", "crystalloid_bolus", "nivdurations"] + + for task in tasks: + if task=='nivdurations': + query = """ + select i.subject_id, i.hadm_id, v.icustay_id, v.starttime, v.endtime + FROM icustay_detail i + INNER JOIN public.{table} v ON i.icustay_id = v.icustay_id + where v.icustay_id in ({icuids}) + and v.starttime between intime and outtime + and v.endtime between intime and outtime; + """ + else: + query = """ + select i.subject_id, i.hadm_id, v.icustay_id, v.charttime AS starttime, + v.charttime AS endtime + FROM icustay_detail i + INNER JOIN {table} v ON i.icustay_id = v.icustay_id + where v.icustay_id in ({icuids}) + and v.charttime between intime and outtime + """ + + new_data = querier.query(query_string=query, extra_template_vars=dict(table=task)) + if new_data.shape[0] == 0: continue + new_data = continuous_outcome_processing(new_data, data, icustay_timediff) + new_data = new_data.apply(add_outcome_indicators) + new_data.rename(columns = {'on':task}, inplace=True) + new_data = new_data.reset_index() + Y = Y.merge( + new_data[['subject_id', 'hadm_id', 'icustay_id', 'hours_in', task]], + on=['subject_id', 'hadm_id', 'icustay_id', 'hours_in'], + how='left' + ) + + # Sort the values + Y.fillna(0, inplace=True) + Y[task] = Y[task].astype(int) + Y = Y.reset_index(drop=True) + print('Extracted ' + task) + + + # TODO: ADD THE RBC/PLT/PLASMA DATA + # TODO: ADD DIALYSIS DATA + # TODO: ADD INFECTION DATA + # TODO: Move queries to files + querier.exclusion_criteria_template_vars = old_template_vars + + Y = Y.filter(items=['subject_id', 'hadm_id', 'icustay_id', 'hours_in', 'vent'] + column_names + tasks) + Y.subject_id = Y.subject_id.astype(int) + Y.icustay_id = Y.icustay_id.astype(int) + Y.hours_in = Y.hours_in.astype(int) + Y.vent = Y.vent.astype(int) + Y.vaso = Y.vaso.astype(int) + y_id_cols = ID_COLS + ['hours_in'] + Y = Y.sort_values(y_id_cols) + Y.set_index(y_id_cols, inplace=True) + + print('Shape of Y : ', Y.shape) + + # SAVE AS NUMPY ARRAYS AND TEXT FILES + #np_Y = Y.as_matrix() + #np.save(os.path.join(outPath, outcome_filename), np_Y) + + # Turn back into columns + df = Y.reset_index() + df = sanitize_df(df, outcome_schema) + csv_fpath = os.path.join(outPath, outcome_filename) + save_sanitized_df_to_csv(csv_fpath, df, outcome_schema) + + col_names = list(df.columns.values) + col_names = col_names[3:] + with open(os.path.join(outPath, outcome_columns_filename), 'w') as f: + f.write('\n'.join(col_names)) + + # TODO(mmd): Why does df have the index? Is sanitize making multiindex? + # SAVE THE DATA AS A PANDAS OBJECT + # TODO(mike hughes): Why writing out Y after you've separately sanitized df? + Y.to_hdf(os.path.join(outPath, outcome_hd5_filename), 'Y') + return df + +# Apply the variable limits to remove things +# TODO(mmd): controlled printing. +def apply_variable_limits(df, var_ranges, var_names_index_col='LEVEL2'): + idx_vals = df.index.get_level_values(var_names_index_col) + non_null_idx = ~df.value.isnull() + var_names = set(idx_vals) + var_range_names = set(var_ranges.index.values) + + for var_name in var_names: + var_name_lower = var_name.lower() + if var_name_lower not in var_range_names: + print("No known ranges for %s" % var_name) + continue + + outlier_low_val, outlier_high_val, valid_low_val, valid_high_val = [ + var_ranges.loc[var_name_lower, x] for x in ('OUTLIER_LOW','OUTLIER_HIGH','VALID_LOW','VALID_HIGH') + ] + + running_idx = non_null_idx & (idx_vals == var_name) + + outlier_low_idx = (df.value < outlier_low_val) + outlier_high_idx = (df.value > outlier_high_val) + valid_low_idx = ~outlier_low_idx & (df.value < valid_low_val) + valid_high_idx = ~outlier_high_idx & (df.value > valid_high_val) + + var_outlier_idx = running_idx & (outlier_low_idx | outlier_high_idx) + var_valid_low_idx = running_idx & valid_low_idx + var_valid_high_idx = running_idx & valid_high_idx + + df.loc[var_outlier_idx, 'value'] = np.nan + df.loc[var_valid_low_idx, 'value'] = valid_low_val + df.loc[var_valid_high_idx, 'value'] = valid_high_val + + n_outlier = sum(var_outlier_idx) + n_valid_low = sum(var_valid_low_idx) + n_valid_high = sum(var_valid_high_idx) + if n_outlier + n_valid_low + n_valid_high > 0: + print( + "%s had %d / %d rows cleaned:\n" + " %d rows were strict outliers, set to np.nan\n" + " %d rows were low valid outliers, set to %.2f\n" + " %d rows were high valid outliers, set to %.2f\n" + "" % ( + var_name, + n_outlier + n_valid_low + n_valid_high, sum(running_idx), + n_outlier, n_valid_low, valid_low_val, n_valid_high, valid_high_val + ) + ) + + return df + +def plot_variable_histograms(col_names, df): + # Plot some of the data, just to make sure it looks ok + for c, vals in df.iteritems(): + n = vals.dropna().count() + if n < 2: continue + + # get median, variance, skewness + med = vals.dropna().median() + var = vals.dropna().var() + skew = vals.dropna().skew() + + # plot + fig = plt.figure(figsize=(13, 6)) + plt.subplots(figsize=(13,6)) + vals.dropna().plot.hist(bins=100, label='HIST (n={})'.format(n)) + + # fake plots for KS test, median, etc + plt.plot([], label=' ',color='lightgray') + plt.plot([], label='Median: {}'.format(format(med,'.2f')), + color='lightgray') + plt.plot([], label='Variance: {}'.format(format(var,'.2f')), + color='lightgray') + plt.plot([], label='Skew: {}'.format(format(skew,'.2f')), + color='light:gray') + + # add title, labels etc. + plt.title('{} measurements in ICU '.format(str(c))) + plt.xlabel(str(c)) + plt.legend(loc="upper left", bbox_to_anchor=(1,1),fontsize=12) + plt.xlim(0, vals.quantile(0.99)) + fig.savefig(os.path.join(outPath, (str(c) + '_HIST_.png')), bbox_inches='tight') + +# Main, where you can call what makes sense. +if __name__ == '__main__': + print("Running!") + # Construct the argument parse and parse the arguments + ap = argparse.ArgumentParser() + ap.add_argument('--out_path', type=str, default= '/home/fazeleh/cleaning_data/', + help='Enter the path you want the output') + ap.add_argument('--resource_path', + type=str, + default=os.path.expandvars("/home/fazeleh/cleaning_data/MIMIC_Extract/resources/")) + ap.add_argument('--queries_path', + type=str, + default=os.path.expandvars("$./SQL_Queries/")) + ap.add_argument('--extract_pop', type=int, default=1, + help='Whether or not to extract population data: 0 - no extraction, ' + + '1 - extract if not present in the data directory, 2 - extract even if there is data') + + ap.add_argument('--extract_numerics', type=int, default=1, + help='Whether or not to extract numerics data: 0 - no extraction, ' + + '1 - extract if not present in the data directory, 2 - extract even if there is data') + ap.add_argument('--extract_outcomes', type=int, default=1, + help='Whether or not to extract outcome data: 0 - no extraction, ' + + '1 - extract if not present in the data directory, 2 - extract even if there is data') + ap.add_argument('--extract_codes', type=int, default=1, + help='Whether or not to extract ICD9 codes: 0 - no extraction, ' + + '1 - extract if not present in the data directory, 2 - extract even if there is data') + ap.add_argument('--extract_notes', type=int, default=1, + help='Whether or not to extract notes: 0 - no extraction, ' + + '1 - extract if not present in the data directory, 2 - extract even if there is data') + ap.add_argument('--pop_size', type=int, default=0, + help='Size of population to extract') + ap.add_argument('--exit_after_loading', type=int, default=0) + ap.add_argument('--var_limits', type=int, default=1, + help='Whether to create a version of the data with variable limits included. ' + + '1 - apply variable limits, 0 - do not apply variable limits') + ap.add_argument('--plot_hist', type=int, default=1, + help='Whether to plot the histograms of the data') + + ap.add_argument('--psql_host', type=str, default=None, + help='Postgres host. Try "/var/run/postgresql/" for Unix domain socket errors.') + ap.add_argument('--psql_dbname', type=str, default='mimic', + help='Postgres database name.') + ap.add_argument('--psql_schema_name', type=str, default='mimiciii,public', + help='Postgres database name.') + ap.add_argument('--psql_user', type=str, default='postgres', + help='Postgres user.') + ap.add_argument('--psql_password', type=str, default='postgres', + help='Postgres password.') + ap.add_argument('--no_group_by_level2', action='store_false', dest='group_by_level2', default=True, + help="Don't group by level2.") + + ap.add_argument('--min_percent', type=float, default=0.0, + help='Minimum percentage of row numbers need to be observations for each numeric column. ' + + 'min_percent = 1 means columns with more than 99 percent of nan will be removed. ' + + 'Note that as our code does not split the data into train/test sets, ' + + 'removing columns in this way prior to train/test splitting yields in a (very minor) ' + + 'form of leakage across the train/test set, as the overall missingness measures are used ' + + 'that are based on both the train and test sets, rather than just the train set.') + ap.add_argument('--min_age', type=int, default=15, + help='Minimum age of patients to be included') + ap.add_argument('--min_duration', type=int, default=12, + help='Minimum hours of stay to be included') + ap.add_argument('--max_duration', type=int, default=240, + help='Maximum hours of stay to be included') + + ############# + # Parse args + args = vars(ap.parse_args()) + for key in sorted(args.keys()): + print(key, args[key]) + + if not isdir(args['resource_path']): + raise ValueError("Invalid resource_path: %s" % args['resource_path']) + + mimic_mapping_filename = os.path.join(args['resource_path'], 'itemid_to_variable_map.csv') + range_filename = os.path.join(args['resource_path'], 'variable_ranges.csv') + + # Load specs for output tables + static_data_schema = load_datapackage_schema( + os.path.join(args['resource_path'], 'static_data_spec.json')) + outcome_data_schema = load_datapackage_schema( + os.path.join(args['resource_path'], 'outcome_data_spec.json')) + + if not isdir(args['out_path']): + print('ERROR: OUTPATH %s DOES NOT EXIST' % args['out_path']) + sys.exit() + else: + outPath = args['out_path'] + + + # Modify the filenames + if args['pop_size'] > 0: + pop_size = str(args['pop_size']) + + static_filename = splitext(static_filename)[0] + '_' + pop_size + splitext(static_filename)[1] + dynamic_filename = splitext(dynamic_filename)[0] + '_' + pop_size + splitext(dynamic_filename)[1] + #columns_filename = splitext(columns_filename)[0] + '_' + pop_size + splitext(columns_filename)[1] + subjects_filename = splitext(subjects_filename)[0] + '_' + pop_size + splitext(subjects_filename)[1] + times_filename = splitext(times_filename)[0] + '_' + pop_size + splitext(times_filename)[1] + dynamic_hd5_filename = splitext(dynamic_hd5_filename)[0] + '_' + pop_size + splitext(dynamic_hd5_filename)[1] + outcome_filename = splitext(outcome_filename)[0] + '_' + pop_size + splitext(outcome_filename)[1] + dynamic_hd5_filt_filename = splitext(dynamic_hd5_filt_filename)[0] + '_' + pop_size + splitext(dynamic_hd5_filt_filename)[1] + outcome_hd5_filename = splitext(outcome_hd5_filename)[0] + '_' + pop_size + splitext(outcome_hd5_filename)[1] + #outcome_columns_filename = splitext(outcome_columns_filename)[0] + '_' + pop_size + splitext(outcome_columns_filename)[1] + codes_hd5_filename = splitext(codes_hd5_filename)[0] + '_' + pop_size + splitext(codes_hd5_filename)[1] + notes_hd5_filename = splitext(notes_hd5_filename)[0] + '_' + pop_size + splitext(notes_hd5_filename)[1] + idx_hd5_filename = splitext(idx_hd5_filename)[0] + '_' + pop_size + splitext(idx_hd5_filename)[1] + + dbname = args['psql_dbname'] + schema_name = args['psql_schema_name'] + query_args = {'dbname': dbname} + if args['psql_host'] is not None: query_args['host'] = args['psql_host'] + if args['psql_user'] is not None: query_args['user'] = args['psql_user'] + if args['psql_password'] is not None: query_args['password'] = args['psql_password'] + + querier = MIMIC_Querier(query_args=query_args, schema_name=schema_name) + + ############# + # Population extraction + + data = None + if (args['extract_pop'] == 0 | (args['extract_pop'] == 1) ) & isfile(os.path.join(outPath, static_filename)): + print("Reloading data from %s" % os.path.join(outPath, static_filename)) + data = pd.read_csv(os.path.join(outPath, static_filename)) + data = sanitize_df(data, static_data_schema) + elif (args['extract_pop'] == 1 & (not isfile(os.path.join(outPath, static_filename)))) | (args['extract_pop'] == 2): + print("Building data from scratch.") + pop_size_string = '' + if args['pop_size'] > 0: + pop_size_string = 'LIMIT ' + str(args['pop_size']) + + min_age_string = str(args['min_age']) + min_dur_string = str(args['min_duration']) + max_dur_string = str(args['max_duration']) + min_day_string = str(float(args['min_duration'])/24) + + template_vars = dict( + limit=pop_size_string, min_age=min_age_string, min_dur=min_dur_string, max_dur=max_dur_string, + min_day=min_day_string + ) + + data_df = querier.query(query_file=STATICS_QUERY_PATH, extra_template_vars=template_vars) + data_df = sanitize_df(data_df, static_data_schema) + + print("Storing data @ %s" % os.path.join(outPath, static_filename)) + data = save_pop(data_df, outPath, static_filename, args['pop_size'], static_data_schema) + + if data is None: print('SKIPPED static_data') + else: + # So all subsequent queries will limit to just that already extracted in data_df. + querier.add_exclusion_criteria_from_df(data, columns=['hadm_id', 'subject_id']) + print("loaded static_data") + + ############# + # If there is numerics extraction + X = None + if (args['extract_numerics'] == 0 | (args['extract_numerics'] == 1) ) & isfile(os.path.join(outPath, dynamic_hd5_filename)): + print("Reloading X from %s" % os.path.join(outPath, dynamic_hd5_filename)) + X = pd.read_hdf(os.path.join(outPath, dynamic_hd5_filename)) + elif (args['extract_numerics'] == 1 & (not isfile(os.path.join(outPath, dynamic_hd5_filename)))) | (args['extract_numerics'] == 2): + print("Extracting vitals data...") + start_time = time.time() + + ######## + # Step 1) Get the set of variables we want for the patients we've identified! + icuids_to_keep = get_values_by_name_from_df_column_or_index(data, 'icustay_id') + icuids_to_keep = set([str(s) for s in icuids_to_keep]) + data = data.copy(deep=True).reset_index().set_index('icustay_id') + + # Select out SID, TIME, ITEMID, VALUE form each of the sources! + var_map = get_variable_mapping(mimic_mapping_filename) + var_ranges = get_variable_ranges(range_filename) + + chartitems_to_keep = var_map.loc[var_map['LINKSTO'] == 'chartevents'].ITEMID + chartitems_to_keep = set([ str(i) for i in chartitems_to_keep ]) + + labitems_to_keep = var_map.loc[var_map['LINKSTO'] == 'labevents'].ITEMID + labitems_to_keep = set([ str(i) for i in labitems_to_keep ]) + + + # TODO(mmd): Use querier, move to file + con = psycopg2.connect(**query_args) + cur = con.cursor() + + print(" starting db query with %d subjects..." % (len(icuids_to_keep))) + cur.execute('SET search_path to ' + schema_name) + query = \ + """ + select c.subject_id, i.hadm_id, c.icustay_id, c.charttime, c.itemid, c.value, valueuom + FROM icustay_detail i + INNER JOIN chartevents c ON i.icustay_id = c.icustay_id + where c.icustay_id in ({icuids}) + and c.itemid in ({chitem}) + and c.charttime between intime and outtime + and c.error is distinct from 1 + and c.valuenum is not null + + UNION ALL + + select distinct i.subject_id, i.hadm_id, i.icustay_id, l.charttime, l.itemid, l.value, valueuom + FROM icustay_detail i + INNER JOIN labevents l ON i.hadm_id = l.hadm_id + where i.icustay_id in ({icuids}) + and l.itemid in ({lbitem}) + and l.charttime between (intime - interval '6' hour) and outtime + and l.valuenum > 0 -- lab values cannot be 0 and cannot be negative + ; + """.format(icuids=','.join(icuids_to_keep), chitem=','.join(chartitems_to_keep), lbitem=','.join(labitems_to_keep)) + X = pd.read_sql_query(query, con) + + itemids = set(X.itemid.astype(str)) + + query_d_items = \ + """ + SELECT itemid, label, dbsource, linksto, category, unitname + FROM d_items + WHERE itemid in ({itemids}) + ; + """.format(itemids=','.join(itemids)) + I = pd.read_sql_query(query_d_items, con).set_index('itemid') + + cur.close() + con.close() + print(" db query finished after %.3f sec" % (time.time() - start_time)) + X['value'] = pd.to_numeric(X['value'], errors='coerce') + X = save_numerics( + data, X, I, var_map, var_ranges, outPath, dynamic_filename, columns_filename, subjects_filename, + times_filename, dynamic_hd5_filename, group_by_level2=args['group_by_level2'], apply_var_limit=args['var_limits'], + min_percent=args['min_percent'] + ) + + if X is None: print("SKIPPED vitals_hourly_data") + else: print("LOADED vitals_hourly_data") + + ############# + # If there is codes extraction + C = None + if ( (args['extract_codes'] == 0) or (args['extract_codes'] == 1) ) and isfile(os.path.join(outPath, codes_hd5_filename)): + print("Reloading codes from %s" % os.path.join(outPath, codes_hd5_filename)) + C = pd.read_hdf(os.path.join(outPath, codes_hd5_filename)) + elif ( (args['extract_codes'] == 1) and (not isfile(os.path.join(outPath, codes_hd5_filename))) ) or (args['extract_codes'] == 2): + print("Saving codes...") + codes = querier.query(query_file=CODES_QUERY_PATH) + C = save_icd9_codes(codes, outPath, codes_hd5_filename) + + if C is None: print("SKIPPED codes_data") + else: print("LOADED codes_data") + + ############# + # If there is notes extraction + N = None + if ( (args['extract_notes'] == 0) or (args['extract_codes'] == 1) ) and isfile(os.path.join(outPath, notes_hd5_filename)): + print("Reloading Notes.") + N = pd.read_hdf(os.path.join(outPath, notes_hd5_filename)) + elif ( (args['extract_notes'] == 1) and (not isfile(os.path.join(outPath, notes_hd5_filename))) ) or (args['extract_notes'] == 2): + print("Saving notes...") + notes = querier.query(query_file=NOTES_QUERY_PATH) + N = save_notes(notes, outPath, notes_hd5_filename) + + if N is None: print("SKIPPED notes_data") + else: print("LOADED notes_data") + + ############# + # If there is outcome extraction + Y = None + if ( (args['extract_outcomes'] == 0) | (args['extract_outcomes'] == 1) ) & isfile(os.path.join(outPath, outcome_hd5_filename)): + print("Reloading outcomes") + Y = pd.read_hdf(os.path.join(outPath, outcome_hd5_filename)) + elif ( (args['extract_outcomes'] == 1) & (not isfile(os.path.join(outPath, outcome_hd5_filename))) ) | (args['extract_outcomes'] == 2): + print("Saving Outcomes...") + Y = save_outcome( + data, querier, outPath, outcome_filename, outcome_hd5_filename, + outcome_columns_filename, outcome_data_schema, host=args['psql_host'], + ) + + + if X is not None: print("Numerics", X.shape, X.index.names, X.columns.names) + if Y is not None: print("Outcomes", Y.shape, Y.index.names, Y.columns.names, Y.columns) + if C is not None: print("Codes", C.shape, C.index.names, C.columns.names) + if N is not None: print("Notes", N.shape, N.index.names, N.columns.names) + + # TODO(mmd): Do we want to align N like the others? Seems maybe wrong? + + print(data.shape, data.index.names, data.columns.names) + if args['exit_after_loading']: + sys.exit() + + shared_idx = X.index + shared_sub = list(X.index.get_level_values('icustay_id').unique()) + #X = X.loc[shared_idx] + # TODO(mmd): Why does this work? + Y = Y.loc[shared_idx] + # Problems start here. + if C is not None: C = C.loc[shared_idx] + data = data[data.index.get_level_values('icustay_id').isin(set(shared_sub))] + data = data.reset_index().set_index(ID_COLS) + + # Map the lowering function to all column names + X.columns = pd.MultiIndex.from_tuples( + [tuple((str(l).lower() for l in cols)) for cols in X.columns], names=X.columns.names + ) + if args['group_by_level2']: + var_names = list(X.columns.get_level_values('LEVEL2')) + else: + var_names = list(X.columns.get_level_values('itemid')) + + Y.columns = Y.columns.str.lower() + out_names = list(Y.columns.values[3:]) + if C is not None: + C.columns = C.columns.str.lower() + icd_names = list(C.columns.values[1:]) + data.columns = data.columns.str.lower() + static_names = list(data.columns.values[3:]) + + print('Shape of X : ', X.shape) + print('Shape of Y : ', Y.shape) + if C is not None: print('Shape of C : ', C.shape) + print('Shape of static : ', data.shape) + print('Variable names : ', ",".join(var_names)) + print('Output names : ', ",".join(out_names)) + if C is not None: print('Ic_dfD9 names : ', ",".join(icd_names)) + print('Static data : ', ",".join(static_names)) + + X.to_hdf(os.path.join(outPath, dynamic_hd5_filt_filename), 'vitals_labs') + Y.to_hdf(os.path.join(outPath, dynamic_hd5_filt_filename), 'interventions') + if C is not None: C.to_hdf(os.path.join(outPath, dynamic_hd5_filt_filename), 'codes') + data.to_hdf(os.path.join(outPath, dynamic_hd5_filt_filename), 'patients', format='table') + #fencepost.to_hdf(os.path.join(outPath, dynamic_hd5_filt_filename), 'fencepost') + + ############# + #X.to_hdf(os.path.join(outPath, dynamic_hd5_filt_filename), 'X') + #print('FINISHED VAR LIMITS') + + X_mean = X.iloc[:, X.columns.get_level_values(-1)=='mean'] + X_mean.to_hdf(os.path.join(outPath, dynamic_hd5_filt_filename), 'vitals_labs_mean') + + #TODO: Log the variables that are in 0-1 space, like + #to_log = ['fio2', 'glucose'] + #for feat in to_log: + # X[feat] = x[feat].apply(np.log) + + ############# + # Plot the histograms + if args['plot_hist'] == 1: + plot_variable_histograms(var_names, X) + + ############# + # Print the total proportions! + rows, vars = X.shape + print('') + for l, vals in X.iteritems(): + ratio = 1.0 * vals.dropna().count() / rows + print(str(l) + ': ' + str(round(ratio, 3)*100) + '% present') + + ############# + # Print the per subject proportions! + df = X.groupby(['subject_id']).count() + for k in [1, 2, 3]: + print('% of subjects had at least ' + str(k) + ' present') + d = df > k + d = d.sum(axis=0) + d = d / len(df) + d = d.reset_index() + for index, row in d.iterrows(): + print(str(index) + ': ' + str(round(row[0], 3)*100) + '%') + print('\n') + + print('Done!') diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/mimic_extract_env_py36.yml b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/mimic_extract_env_py36.yml new file mode 100644 index 00000000..35ee9a99 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/mimic_extract_env_py36.yml @@ -0,0 +1,185 @@ +name: mimic_data_extraction +channels: + - conda-forge + - defaults +dependencies: + - boto3=1.14.42=pyh9f0ad1d_0 + - botocore=1.17.42=pyh9f0ad1d_0 + - cached-property=1.5.1=py_0 + - cchardet=2.1.6=py36h831f99a_1 + - certifi=2019.3.9=py36_0 + - click=7.1.2=pyh9f0ad1d_0 + - cython-blis=0.2.4=py36h516909a_1 + - datapackage=1.15.0=pyh9f0ad1d_0 + - docutils=0.15.2=py36_0 + - et_xmlfile=1.0.1=py_1001 + - ijson=3.1.1=pyh9f0ad1d_0 + - isodate=0.6.0=py_1 + - jdcal=1.4.1=py_0 + - jmespath=0.10.0=pyh9f0ad1d_0 + - jsonlines=1.2.0=pyh9f0ad1d_2 + - jsonpointer=2.0=py_0 + - linear-tsv=1.1.0=py_1 + - openpyxl=3.0.4=py_0 + - python_abi=3.6=1_cp36m + - rfc3986=1.4.0=pyh9f0ad1d_0 + - s3transfer=0.3.3=py36h9f0ad1d_1 + - spacy=2.1.8=py36hc9558a2_0 + - sqlalchemy=1.3.18=py36h8c4c3a4_0 + - srsly=1.0.2=py36h831f99a_0 + - tableschema=1.19.2=pyh9f0ad1d_0 + - tabulator=1.52.3=pyh9f0ad1d_0 + - thinc=7.0.8=py36hc9558a2_0 + - unicodecsv=0.14.1=py_1 + - wasabi=0.7.1=pyh9f0ad1d_0 + - xlrd=1.2.0=pyh9f0ad1d_1 + - _libgcc_mutex=0.1=main + - asn1crypto=0.24.0=py36_0 + - attrs=19.1.0=py36_1 + - backcall=0.1.0=py36_0 + - blas=1.0=mkl + - bleach=3.1.5=py_0 + - blosc=1.15.0=hd408876_0 + - bzip2=1.0.6=h14c3975_5 + - ca-certificates=2019.1.23=0 + - cffi=1.12.3=py36h2e261b9_0 + - chardet=3.0.4=py36_1003 + - cryptography=2.6.1=py36h1ba5d50_0 + - cycler=0.10.0=py36_0 + - cymem=2.0.2=py36hfd86e86_0 + - cytoolz=0.9.0.1=py36h14c3975_1 + - dbus=1.13.6=h746ee38_0 + - decorator=4.4.0=py36_1 + - defusedxml=0.6.0=py_0 + - dill=0.2.9=py36_0 + - entrypoints=0.3=py36_0 + - expat=2.2.6=he6710b0_0 + - fontconfig=2.13.0=h9420a91_0 + - freetype=2.9.1=h8a8886c_1 + - glib=2.56.2=hd408876_0 + - gmp=6.1.2=h6c8ec71_1 + - gst-plugins-base=1.14.0=hbbd80ab_1 + - gstreamer=1.14.0=hb453b48_1 + - hdf5=1.10.4=hb1b8bf9_0 + - icu=58.2=h9c2bf20_1 + - idna=2.8=py36_0 + - importlib-metadata=1.7.0=py36_0 + - importlib_metadata=1.7.0=0 + - intel-openmp=2019.3=199 + - ipykernel=5.1.0=py36h39e3cac_0 + - ipython=7.5.0=py36h39e3cac_0 + - ipython_genutils=0.2.0=py36_0 + - ipywidgets=7.4.2=py36_0 + - jedi=0.13.3=py36_0 + - jinja2=2.10.1=py36_0 + - jpeg=9b=h024ee3a_2 + - jsonschema=3.2.0=py36_0 + - jupyter=1.0.0=py36_7 + - jupyter_client=5.2.4=py36_0 + - jupyter_console=6.0.0=py36_0 + - jupyter_core=4.4.0=py36_0 + - kiwisolver=1.1.0=py36he6710b0_0 + - krb5=1.16.1=h173b8e3_7 + - libedit=3.1.20181209=hc058e9b_0 + - libffi=3.2.1=hd88cf55_4 + - libgcc-ng=8.2.0=hdf63c60_1 + - libgfortran-ng=7.3.0=hdf63c60_0 + - libpng=1.6.37=hbc83047_0 + - libpq=11.2=h20c2e04_0 + - libsodium=1.0.16=h1bed415_0 + - libstdcxx-ng=8.2.0=hdf63c60_1 + - libuuid=1.0.3=h1bed415_2 + - libxcb=1.13=h1bed415_1 + - libxml2=2.9.9=he19cac6_0 + - llvmlite=0.28.0=py36hd408876_0 + - lzo=2.10=h49e0be7_2 + - markupsafe=1.1.1=py36h7b6447c_0 + - matplotlib=3.0.3=py36h5429711_0 + - mistune=0.8.4=py36h7b6447c_0 + - mkl=2019.3=199 + - mkl_fft=1.0.12=py36ha843d7b_0 + - mkl_random=1.0.2=py36hd81dba3_0 + - msgpack-numpy=0.4.3.2=py36_0 + - msgpack-python=0.6.1=py36hfd86e86_1 + - murmurhash=1.0.2=py36he6710b0_0 + - nbconvert=5.5.0=py_0 + - nbformat=4.4.0=py36_0 + - ncurses=6.1=he6710b0_1 + - nltk=3.4.1=py36_0 + - notebook=5.7.8=py36_0 + - numba=0.43.1=py36h962f231_0 + - numexpr=2.6.9=py36h9e4a6bb_0 + - numpy=1.16.3=py36h7e9f1db_0 + - numpy-base=1.16.3=py36hde5b4d6_0 + - openssl=1.1.1b=h7b6447c_1 + - packaging=20.4=py_0 + - pandas=0.24.2=py36he6710b0_0 + - pandoc=2.2.3.2=0 + - pandocfilters=1.4.2=py36_1 + - parso=0.4.0=py_0 + - pcre=8.43=he6710b0_0 + - pexpect=4.7.0=py36_0 + - pickleshare=0.7.5=py36_0 + - pip=19.1.1=py36_0 + - plac=0.9.6=py36_0 + - preshed=2.0.1=py36he6710b0_0 + - prometheus_client=0.6.0=py36_0 + - prompt_toolkit=2.0.9=py36_0 + - psycopg2=2.7.6.1=py36h1ba5d50_0 + - ptyprocess=0.6.0=py36_0 + - pycparser=2.19=py36_0 + - pygments=2.4.0=py_0 + - pyopenssl=19.0.0=py36_0 + - pyparsing=2.4.0=py_0 + - pyqt=5.9.2=py36h05f1152_2 + - pyrsistent=0.16.0=py36h7b6447c_0 + - pysocks=1.6.8=py36_0 + - pytables=3.5.1=py36h71ec239_0 + - python=3.6.8=h0371630_0 + - python-dateutil=2.8.0=py36_0 + - pytz=2019.1=py_0 + - pyzmq=18.0.0=py36he6710b0_0 + - qt=5.9.7=h5867ecd_1 + - qtconsole=4.4.4=py_0 + - readline=7.0=h7b6447c_5 + - regex=2019.04.14=py36h7b6447c_0 + - requests=2.21.0=py36_0 + - scikit-learn=0.20.3=py36hd81dba3_0 + - scipy=1.2.1=py36h7c811a0_0 + - send2trash=1.5.0=py36_0 + - setuptools=41.0.1=py36_0 + - sip=4.19.8=py36hf484d3e_0 + - six=1.12.0=py36_0 + - snappy=1.1.7=hbae5bb6_3 + - sqlite=3.28.0=h7b6447c_0 + - terminado=0.8.2=py36_0 + - testpath=0.4.2=py36_0 + - tk=8.6.8=hbc83047_0 + - toolz=0.9.0=py36_0 + - tornado=6.0.2=py36h7b6447c_0 + - tqdm=4.31.1=py36_1 + - traitlets=4.3.2=py36_0 + - ujson=1.35=py36h14c3975_0 + - urllib3=1.24.3=py36_0 + - wcwidth=0.1.7=py36_0 + - webencodings=0.5.1=py36_1 + - wheel=0.33.2=py36_0 + - widgetsnbextension=3.4.2=py36_0 + - wrapt=1.10.11=py36h14c3975_2 + - xz=5.2.4=h14c3975_4 + - zeromq=4.3.1=he6710b0_3 + - zipp=3.1.0=py_0 + - zlib=1.2.11=h7b6447c_3 + - pip: + - blis==0.4.1 + - catalogue==1.0.0 + - https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.1.0/en_core_web_sm-2.1.0.tar.gz + - joblib==0.16.0 + - msgpack==0.6.1 + - nmslib==2.0.6 + - psutil==5.7.2 + - pybind11==2.5.0 + - pysbd==0.3.1 + - scispacy==0.2.5 + - tables==3.5.1 +prefix: /afs/csail.mit.edu/u/m/mmd/.conda/envs/mimic_extract_py36 diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/mimic_querier.py b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/mimic_querier.py new file mode 100644 index 00000000..3cb2b3d7 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/mimic_querier.py @@ -0,0 +1,76 @@ +import copy, psycopg2, pandas as pd + +# TODO(mmd): Where should this go? +# TODO(mmd): Rename +# TODO(mmd): eliminate try/except. Just use conditionals. +def get_values_by_name_from_df_column_or_index(data_df, colname): + """ Easily get values for named field, whether a column or an index + + Returns + ------- + values : 1D array + """ + try: + values = data_df[colname] + except KeyError as e: + if colname in data_df.index.names: + values = data_df.index.get_level_values(colname) + else: + raise e + return values + +# TODO(mmd): Maybe make context manager? +class MIMIC_Querier(): + def __init__( + self, + exclusion_criteria_template_vars={}, + query_args={}, # passed wholesale to psycopg2.connect + schema_name='mimiciii' + ): + """ A class to facilitate repeated Queries to a MIMIC psql database """ + self.exclusion_criteria_template_vars = {} + self.query_args = query_args + self.schema_name = schema_name + self.connected = False + self.connection, self.cursor = None, None + + # TODO(mmd): this isn't really doing exclusion criteria. Should maybe also absorb 'WHERE' clause... + def add_exclusion_criteria_from_df(self, df, columns=[]): + self.exclusion_criteria_template_vars.update({ + c: "','".join( + set([str(v) for v in get_values_by_name_from_df_column_or_index(df, c)]) + ) for c in columns + }) + + def clear_exclusion_criteria(self): self.exclusion_criteria_template_vars = {} + + def close(self): + if not self.connected: return + self.connection.close() + self.cursor.close() # TODO(mmd): Maybe don't actually need this to stay open? + self.connected = False + + def connect(self): + self.close() + self.connection = psycopg2.connect(**self.query_args) + self.cursor = self.connection.cursor() + self.cursor.execute('SET search_path TO %s' % self.schema_name) + self.connected = True + + def query(self, query_string=None, query_file=None, extra_template_vars={}): + assert query_string is not None or query_file is not None, "Must pass a query!" + assert query_string is None or query_file is None, "Must only pass one query!" + + self.connect() + + if query_string is None: + with open(query_file, mode='r') as f: query_string = f.read() + + template_vars = copy.copy(self.exclusion_criteria_template_vars) + template_vars.update(extra_template_vars) + + query_string = query_string.format(**template_vars) + out = pd.read_sql_query(query_string, self.connection) + + self.close() + return out diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/output/.gitkeep b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/output/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/item_id_stat.csv b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/item_id_stat.csv new file mode 100644 index 00000000..686ca871 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/item_id_stat.csv @@ -0,0 +1,183 @@ +itemid,label,LEVEL1,LEVEL2,mean,stdev,missing percent +211,heart rate,heart rate,heart rate,85.11720532842587,17.145789289466023,48.41582332025113 +618,respiratory rate,respiratory rate,respiratory rate,19.356590679247063,5.721490437680727,49.91458249468185 +646,spo2,pulse oximetry,oxygen saturation,97.01037398666034,3.4533884699224116,51.633746093739354 +220045,heart rate,heart rate,heart rate,84.77979402854999,17.43969038021443,61.99548014179306 +220210,respiratory rate,respiratory rate,respiratory rate,19.24884122911674,5.520934157300327,62.25504940130507 +220277,o2 saturation pulseoxymetry,pulse oximetry,oxygen saturation,96.6730422133314,3.184367241856636,63.02507912477952 +455,nbp [systolic],systolic blood pressure (noninvasive),systolic blood pressure,121.23039763958806,22.036006580520866,71.97837846679212 +8441,nbp [diastolic],diastolic blood pressure (noninvasive),diastolic blood pressure,59.00310847406039,14.830207043261264,72.00423089260384 +456,nbp mean,mean blood pressure (noninvasive),mean blood pressure,78.27484762141329,14.700985120201974,72.43122754950808 +51,arterial bp [systolic],systolic blood pressure (arterial),systolic blood pressure,122.45984223083545,24.380945746102867,74.59578891698781 +8368,arterial bp [diastolic],diastolic blood pressure (arterial),diastolic blood pressure,60.19914091791762,13.450017343017635,74.59724283197195 +52,arterial bp mean,mean blood pressure (arterial),mean blood pressure,81.53031031841128,16.761669175274545,74.79583853183665 +220181,non invasive blood pressure mean,mean blood pressure (noninvasive),mean blood pressure,77.18891678098602,15.008928988881522,74.9390491577743 +220179,non invasive blood pressure systolic,systolic blood pressure (noninvasive),systolic blood pressure,121.05626381891265,21.445186669208272,75.103523290355 +220180,non invasive blood pressure diastolic,diastolic blood pressure (noninvasive),diastolic blood pressure,63.59508798924918,14.965460189200936,75.11460939210906 +198,gcs total,glascow coma scale total,glascow coma scale total,12.491195240149807,3.5862187630327247,82.83530687147483 +113,cvp,central venous pressure,central venous pressure,10.632580330008674,5.414234986670563,86.38276856308673 +220052,arterial blood pressure mean,mean blood pressure (arterial),mean blood pressure,81.1309772550919,18.640504934574423,86.91499231696801 +220050,arterial blood pressure systolic,systolic blood pressure (arterial),systolic blood pressure,121.49062275107978,22.30167277954901,86.9640619476827 +220051,arterial blood pressure diastolic,diastolic blood pressure (arterial),diastolic blood pressure,60.3850337967619,13.42507863132073,86.9679239093593 +678,temperature f,temperature (f),temperature,36.94417537612146,0.7951733965056856,87.36275269723947 +677,temperature c (calc),temperature (c),temperature,36.944185993850084,0.7951668078228821,87.36288900176923 +223761,temperature fahrenheit,temperature (f),temperature,36.8494655237953,0.7444853516121963,90.31997034013432 +492,pap [systolic],pulmonary artery pressure systolic,pulmonary artery pressure systolic,38.42374784657562,12.589739189239921,92.71520440681633 +811,glucose (70-105),glucose,glucose,135.827665056469,53.77577466184741,93.23734162549513 +190,fio2 set,fraction inspired oxygen set,fraction inspired oxygen set,0.5250663193567437,0.18214605265781275,93.51322199373544 +807,fingerstick glucose,glucose,glucose,144.54007815267448,57.77352341407985,93.84339699966469 +220074,central venous pressure,central venous pressure,central venous pressure,13.714740936021288,27.775085476211146,93.96938782000896 +679,temperature f (calc),temperature (f),temperature,37.243650675696934,0.7381676307439387,94.11691475605578 +676,temperature c,temperature (c),temperature,37.24364465740107,0.738169804038111,94.11691475605578 +829,potassium (3.5-5.3),potassium,potassium,4.126247210307182,0.6472945535234909,94.25894407606883 +813,hematocrit,hematocrit,hematocrit,30.716222552062003,4.9231926598853635,94.85468574081966 +1529,glucose,glucose,glucose,132.77146570845525,52.14488532909935,94.87903881680398 +225664,glucose finger stick,glucose (finger stick),glucose,150.2282125131326,60.67695105335787,95.40149407938557 +780,arterial ph,ph (arterial),ph,7.383238570089456,0.0755647129939972,95.50749356869794 +506,peep set,positive end-expiratory pressure set,positive end-expiratory pressure set,6.159088139452178,2.9228705568923634,95.60031695346655 +223835,inspired o2 fraction,fraction inspired oxygen,fraction inspired oxygen,0.5334754600604382,0.18898523530873748,95.7089062288444 +1535,potassium,potassium,potassium,4.114669913878324,0.6396563912120975,95.70913340306068 +615,resp rate (total),respiratory rate (total),respiratory rate,18.586152348383074,6.2297633113521735,95.72290016056674 +777,arterial co2(calc),"co2 (etco2, pco2, etc.)","co2 (etco2, pco2, etc.)",25.18672696759632,5.28707499563618,95.78560024425772 +778,arterial paco2,partial pressure of carbon dioxide (arterial),partial pressure of carbon dioxide,40.84872077048675,9.114166286220346,95.78882611812878 +779,arterial pao2,partial pressure of oxygen,partial pressure of oxygen,145.8220365787322,84.89126553607426,95.79586851883319 +1126,art.ph,ph (arterial),ph,7.383119686812778,0.07519230566723935,95.80450113905152 +837,sodium (135-148),sodium,sodium,138.86951490281783,5.113445697937651,96.09151304388915 +116,cardiac index,cardiac index,cardiac index,2.868186533308795,0.8419530320916853,96.45135700246348 +791,creatinine (0-1.3),creatinine,creatinine,1.398509939491261,1.4961551426642252,96.49088531609475 +781,bun (6-20),blood urea nitrogen,blood urea nitrogen,26.59446128625145,22.09455559225942,96.50792338231511 +220545,hematocrit (serum),hematocrit (serum),hematocrit,30.550602759811184,5.22841861296835,96.50874120949369 +828,platelets,platelets,platelets,196.81989868553214,108.8892593297763,96.53195841439667 +821,magnesium (1.6-2.6),magnesium,magnesium,2.0332414522629136,0.4060717620618477,96.53522972311099 +788,chloride (100-112),chloride,chloride,105.61685393752943,6.145410060187982,96.55890127644649 +787,carbon dioxide,co2,co2,24.108687983137326,4.803093298652404,96.56553476356163 +814,hemoglobin,hemoglobin,hemoglobin,10.627113882198122,1.7245841985282473,96.57657543047242 +626,svr,systemic vascular resistance,systemic vascular resistance,996.5979018775078,354.7224767830885,96.59320458310351 +861,"wbc (4-11,000)",white blood cell count,white blood cell count,12.243439531219247,9.996575276533045,96.77058221116843 +227442,potassium (serum),potassium (serum),potassium serum,4.0906582939391685,0.8737147916349557,96.7802598327816 +833,rbc,red blood cell count,red blood cell count,3.504754382643194,0.6045657055454036,96.7996605108512 +220645,sodium (serum),sodium (serum),sodium,138.84060664795905,5.370440267953136,96.85890754645486 +220602,chloride (serum),chloride (serum),chloride,105.3458225167868,6.377004562546435,96.8671312530839 +491,pap mean,pulmonary artery pressure mean,pulmonary artery pressure mean,29.590011224348547,9.286626776198654,96.91633718832834 +1127,"wbc (4-11,000)",white blood cell count,white blood cell count,12.248704920458804,10.162362458486854,96.92974046708837 +90,c.o.(thermodilution),cardiac output thermodilution,cardiac output thermodilution,5.683717102431174,1.8687379380008704,96.95336658558061 +1536,sodium,sodium,sodium,138.9270348296241,5.084821897778887,96.988805763319 +220339,peep set,positive end-expiratory pressure set,positive end-expiratory pressure set,6.162566992846121,2.859692347492791,97.00170925880323 +220615,creatinine,creatinine,creatinine,1.3813086178762408,1.4321308870645644,97.02070102328354 +225624,bun,blood urea nitrogen,blood urea nitrogen,25.880015928444525,21.425976311535525,97.033468214238 +227443,hco3 (serum),bicarbonate (serum),bicarbonate,24.42982683782072,4.749466430341764,97.05868455224417 +220621,glucose (serum),glucose (serum),glucose,136.1707688338493,61.499888212575534,97.06490912577 +619,respiratory rate set,respiratory rate set,respiratory rate set,14.911526170363905,5.719745146331646,97.12238420248674 +227073,anion gap,anion gap,anion gap,13.314896685047854,3.7742659156408966,97.13269791190548 +220635,magnesium,magnesium,magnesium,2.0695281239420478,0.4079584270012105,97.1817221077769 +220228,hemoglobin,hemoglobin,hemoglobin,10.477677307842182,1.8508923343673749,97.20048669804095 +227457,platelet count,platelets,platelets,203.92415520213353,113.77754779961387,97.20602974891797 +682,tidal volume (obser),tidal volume observed,tidal volume observed,575.1758166224059,124.72789449238428,97.22901977960467 +827,phosphorous(2.7-4.5),phosphorous,phosphorous,3.5141597348168134,1.46456848724299,97.2461032806683 +224685,tidal volume (observed),tidal volume observed,tidal volume observed,504.80537478573103,2208.851953853323,97.2645043921863 +220546,wbc,white blood cell count,white blood cell count,11.623559214481318,9.688906692189475,97.27917984655745 +1525,creatinine,creatinine,creatinine,1.395167748555619,1.4718179302730412,97.28426854900192 +1162,bun,blood urea nitrogen,blood urea nitrogen,26.389558030539735,21.956304746558512,97.29530921591274 +786,calcium (8.4-10.2),calcium,calcium,8.272538015442466,0.8114345548114279,97.29980726539492 +1532,magnesium,magnesium,magnesium,2.0579964973335714,0.41366519694224513,97.3105753232462 +1523,chloride,chloride,chloride,105.77032572163749,6.1752064804362945,97.32784056368284 +614,resp rate (spont),respiratory rate (spontaneous),respiratory rate,2.848259597078965,5.030844616613539,97.33501926891702 +224695,peak insp. pressure,peak inspiratory pressure,peak inspiratory pressure,20.40891912516437,6.132278461374045,97.34592363129806 +683,tidal volume (set),tidal volume set,tidal volume set,565.2982436312367,129.72198707778733,97.34674145847664 +224689,respiratory rate (spontaneous),respiratory rate (spontaneous),respiratory rate,9.452999280226122,10.767978594938004,97.38113563482017 +825,ptt(22-35),partial thromboplastin time,partial thromboplastin time,42.1014856999121,24.924086355778606,97.41107719652477 +816,ionized calcium,calcium ionized,calcium ionized,1.4548033491300119,7.258700266632667,97.43056874428089 +535,peak insp. pressure,peak inspiratory pressure,peak inspiratory pressure,25.318576669825053,6.144567138276635,97.45723899727118 +225677,phosphorous,phosphorous,phosphorous,3.408323303813618,1.35993873135611,97.47068771087447 +225625,calcium non-ionized,calcium non-ionized,calcium,8.33335374198663,2.8973194475055513,97.47691228440031 +223830,ph (arterial),ph (arterial),ph,7.380746273155249,0.08131153657111036,97.48758947256508 +1542,wbc,white blood cell count,white blood cell count,12.189169491832727,10.4186935629412,97.49385948093418 +815,inr (2-4 ref. range),prothrombin time,prothrombin time inr,1.5276120216548172,1.3212495648680445,97.55496934511126 +824,pt(11-13.5),prothrombin time,prothrombin time pt,15.412690379706046,5.394941850258561,97.55578717228983 +220235,arterial co2 pressure,partial pressure of carbon dioxide (arterial),partial pressure of carbon dioxide,41.157794018595105,9.434863928206854,97.59408874515324 +225698,tco2 (calc) arterial,"co2 (etco2, pco2, etc.)","co2 (etco2, pco2, etc.)",25.19359657241436,5.174422890507092,97.59454309358578 +220059,pulmonary artery pressure systolic,pulmonary artery pressure systolic,pulmonary artery pressure systolic,37.026091266290216,11.13907184662926,97.69445431390206 +1534,phosphorous,phosphorous,phosphorous,3.4739764333108893,1.4325795387739864,97.7672409327955 +1522,calcium,calcium,calcium,8.296089334144861,0.8157925353620858,97.79468357812112 +224690,respiratory rate (total),respiratory rate (total),respiratory rate,18.893311217735548,5.663158357836307,97.90336372318549 +543,plateau pressure,plateau pressure,plateau pressure,20.721389808057822,6.00324975148783,97.9616566270808 +1533,ptt,partial thromboplastin time,partial thromboplastin time,41.441392212163706,24.26243544442964,98.00241168147994 +227466,ptt,partial thromboplastin time,partial thromboplastin time,42.03303366894534,24.972508806894062,98.0324895477143 +1530,inr,prothrombin time,prothrombin time inr,1.5209415558434443,1.2103463697710057,98.10727529971093 +1286,pt,prothrombin time,prothrombin time pt,15.614373679408336,5.820295850553224,98.10772964814348 +227467,inr,prothrombin time,prothrombin time inr,1.5048745598589854,0.8876349421905448,98.14189665027074 +227465,prothrombin time,prothrombin time,prothrombin time pt,16.52679300648027,7.5145446551246105,98.141942085114 +684,tidal volume (spont),tidal volume spontaneous,tidal volume spontaneous,457.21894691863207,194.06437358994376,98.1827425743564 +224688,respiratory rate (set),respiratory rate set,respiratory rate set,16.76014530811976,10.680771899698309,98.24158069637076 +224684,tidal volume (set),tidal volume set,tidal volume set,489.39459059415026,88.52825285612052,98.31105057170663 +226537,glucose (whole blood),glucose (whole blood),glucose,131.78947783061918,42.03276652546779,98.42363811329086 +834,sao2,oxygen saturation,oxygen saturation,96.68015091015981,3.3690289177241617,98.44817292864822 +225667,ionized calcium,calcium ionized,calcium ionized,1.1375018536010573,0.8987666521246573,98.508873879236 +224686,tidal volume (spontaneous),tidal volume spontaneous,tidal volume spontaneous,531.9146441360622,3355.6396737253526,98.62500533859408 +223762,temperature celsius,temperature (c),temperature,37.060083241731,0.9077621258050494,98.69515673657877 +225668,lactic acid,lactic acid,lactic acid,2.5086622141267125,2.3069009807165988,98.72786982372189 +818,lactic acid(0.5-2.0),lactic acid,lactic acid,2.9755073601570334,3.277799186893734,98.84254736809584 +226531,admission weight (lbs.),"weight (lbs, admission)",weight,80.71517796342529,23.36829893729347,98.85131629284392 +225312,art bp mean,mean blood pressure (arterial),mean blood pressure,79.65383604325228,18.70728138686971,98.86917218624288 +225309,art bp systolic,systolic blood pressure (arterial),systolic blood pressure,115.30353914605523,23.739399173556016,98.87335219182228 +225310,art bp diastolic,diastolic blood pressure (arterial),diastolic blood pressure,59.27203190742385,14.449988507288586,98.8741245841576 +224696,plateau pressure,plateau pressure,plateau pressure,19.305944780698116,4.997881593930517,98.90402071101894 +227464,potassium (whole blood),potassium (whole blood),potassium,4.236190486219362,0.7210840843788271,98.92133138629885 +1531,lactic acid,lactic acid,lactic acid,2.8969093902457725,3.2320433870719487,98.99729844422009 +763,daily weight,weight (daily),weight,84.26841476030812,22.987743827178928,99.18994217961847 +224,iabp mean,mean blood pressure (arterial),mean blood pressure,81.4670694434781,14.49083602684611,99.26218358039287 +89,c.o. (fick),cardiac output fick,cardiac output fick,5.6815246559783406,1.9843659375245477,99.26559119363694 +220227,arterial o2 saturation,oxygen saturation (arterial),oxygen saturation,96.1006185673329,4.109073848979552,99.2657274981667 +224639,daily weight,weight (daily),weight,86.32265755329007,23.65570696817214,99.31366125780002 +225690,total bilirubin,bilirubin (total),bilirubin,2.6861728143468806,5.160533122108008,99.33115367245294 +770,ast,asparate aminotransferase,asparate aminotransferase,404.2892781678141,1299.0477671154677,99.33342541461566 +220587,ast,asparate aminotransferase,asparate aminotransferase,347.40981595092023,1239.8913868625452,99.33347084945892 +769,alt,alanine aminotransferase,alanine aminotransferase,335.13654895009546,984.894038593404,99.33356171914542 +220644,alt,alanine aminotransferase,alanine aminotransferase,281.0920128231362,907.0054864293936,99.3338797630482 +226512,admission weight (kg),"weight (kg, admission)",weight,80.77219622953048,22.47144631077177,99.3396499881415 +224700,total peep level,positive end-expiratory pressure (total),positive end-expiratory pressure,7.364976207137844,3.4632607918855878,99.35073608989556 +225612,alkaline phosphate,alkaline phosphate,alkaline phosphate,120.11637508747376,146.4889185297922,99.35073608989556 +773,alk. phosphate,alkaline phosphate,alkaline phosphate,126.72359811440231,157.6099844059226,99.35423457282614 +848,total bili (0-1.5),bilirubin (total),bilirubin,3.232037251775634,6.352632846086666,99.3730900327767 +227429,troponin-t,troponin-t,troponin-t,0.6851146770069206,1.9286944059222382,99.44928426491421 +1538,total bili,bilirubin (total),bilirubin,3.2994932895097273,6.437710719690952,99.50235216183528 +772,albumin (>3.2),albumin,albumin,2.923178992298408,0.6319024849857566,99.51034869424804 +226534,sodium (whole blood),sodium (whole blood),sodium,136.2199218469922,5.0680310977003,99.5775468274212 +227456,albumin,albumin,albumin,3.0758501155496942,0.6561975161958757,99.58713357934786 +1521,albumin,albumin,albumin,2.9533737229745696,0.6362340551027333,99.61752948948501 +226730,height (cm),height (cm),height,168.79796203532825,13.858957585321845,99.65533127907263 +226707,height,height,height,168.79774123385295,13.82883797185507,99.65533127907263 +651,spon rr (mech.),respiratory rate (spontaneous),respiratory rate,22.33264552783046,7.321761402405684,99.65610367140795 +806,fibrinogen (150-400),fibrinogen,fibrinogen,300.5521066920049,178.4770106575294,99.66528150974531 +227468,fibrinogen,fibrinogen,fibrinogen,288.7183806239222,177.50011742710805,99.7101711348806 +1528,fibrinogen,fibrinogen,fibrinogen,298.4862065131056,177.54140366082632,99.71398766171397 +226536,chloride (whole blood),chloride (whole blood),chloride,106.15262321144672,5.902115271065178,99.71421483593024 +504,pcwp,pulmonary capillary wedge pressure,pulmonary capillary wedge pressure,17.11269971987513,7.154823284028659,99.72966268263671 +6701,arterial bp #2 [systolic],systolic blood pressure (arterial),systolic blood pressure,109.3032405065662,22.273124921633524,99.73052594465854 +8555,arterial bp #2 [diastolic],diastolic blood pressure (arterial),diastolic blood pressure,57.41475929494896,12.635531634465185,99.7305713795018 +6702,arterial bp mean #2,mean blood pressure (arterial),mean blood pressure,76.85960301282616,13.50967036579858,99.73252507776174 +224422,spont rr,respiratory rate (spontaneous),respiratory rate,20.75559874143994,6.912434510256433,99.75451554189682 +224322,iabp mean,mean blood pressure (arterial),mean blood pressure,79.58123678261505,15.215683735087245,99.79231733148444 +860,venous ph,ph (venous),ph,7.372199163023656,0.07587914823369585,99.82593911549264 +220274,ph (venous),ph (venous),ph,7.37149143610012,0.08704031820404255,99.8275747698498 +189,fio2 (analyzed),fraction inspired oxygen,fraction inspired oxygen,0.568271808654999,0.2016535849428096,99.83139129668317 +512,pvr,post void residual,post void residual,205.5797168637139,134.9887854778189,99.86037872667943 +789,cholesterol (<200),cholesterol,cholesterol,161.7004323656578,49.12364077133579,99.92644098877123 +226062,venous co2 pressure,partial pressure of carbon dioxide,partial pressure of carbon dioxide,44.57086871325931,13.420123431063322,99.93043925497761 +223679,tco2 (calc) venous,"co2 (etco2, pco2, etc.)","co2 (etco2, pco2, etc.)",25.276143790849673,7.79197652299903,99.93048468982086 +851,troponin,troponin-i,troponin-i,7.669527675276747,10.688952561726897,99.93843578739038 +803,direct bili (0-0.3),bilirubin (conjugated),bilirubin,3.201930654058309,4.881562376748818,99.94234318391025 +225651,direct bilirubin,bilirubin (conjugated),bilirubin,3.0232613908872854,4.265646313845083,99.94316101108883 +1524,cholesterol,cholesterol,cholesterol,159.81780366056572,47.42536183359262,99.94538731840828 +220603,cholesterol,cholesterol,cholesterol,160.08823529411765,52.03284289722227,99.95133928287461 +442,manual bp [systolic],systolic blood pressure (noninvasive),systolic blood pressure,120.31005433048445,24.741012009665045,99.95261145848573 +857,venous co2(calc),"co2 (etco2, pco2, etc.)","co2 (etco2, pco2, etc.)",25.793240556660038,8.234860617450735,99.95429254768614 +8440,manual bp [diastolic],diastolic blood pressure (noninvasive),diastolic blood pressure,62.113279946613275,14.503790129481999,99.95461059158892 +859,venous pvo2,venous pvo2,venous pvo2,43.87709205020921,14.872487981508149,99.95656428984886 +849,total protein(6.5-8),total protein,total protein,5.660992907801418,1.0911605011574026,99.98078106130342 +224167,manual blood pressure systolic left,systolic blood pressure (noninvasive),systolic blood pressure,120.20458673932787,27.590102229742303,99.98332541252566 +224643,manual blood pressure diastolic left,diastolic blood pressure (noninvasive),diastolic blood pressure,66.04010566762727,16.221242418772487,99.98423410939074 +1539,total protein,total protein,total protein,5.656176470588233,1.096490821739333,99.98455215329352 +227243,manual blood pressure systolic right,systolic blood pressure (noninvasive),systolic blood pressure,123.6897689768977,26.480958939779597,99.98623324249394 +727,vision fio2,fraction inspired oxygen,fraction inspired oxygen,0.43559748427672906,0.18904353258599843,99.99277585992256 +1394,height inches,height (in),height,167.64,17.96051224213831,99.9999091303135 diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/itemid_to_variable_map.csv b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/itemid_to_variable_map.csv new file mode 100755 index 00000000..638d80a9 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/itemid_to_variable_map.csv @@ -0,0 +1,13252 @@ +LEVEL2,LEVEL1,ALTERNATIVE,STATUS,STATUS NOTE,ITEMID,MIMIC LABEL,UNITNAME,LINKSTO,COUNT,CATEGORY,CONCEPTID,FLUID,LOINC_CODE,DBSOURCE,,PARAM_TYPE,NOTE +Alanine aminotransferase,Alanine aminotransferase,ALT,ready,,50861,ALANINE AMINOTRANSFERASE (ALT),,labevents,219475,CHEMISTRY,,BLOOD, ,,,, +Alanine aminotransferase,Alanine aminotransferase,ALT,ready,,769,ALT,,chartevents,41594,Enzymes,,,,carevue,,, +Alanine aminotransferase,Alanine aminotransferase,ALT,ready,,220644,ALT,None,chartevents,37625,Labs,,,,metavision,,Numeric, +Albumin,Albumin,,ready,,50862,ALBUMIN,,labevents,146697,CHEMISTRY,,BLOOD,1751-7,,,, +Albumin,Albumin,,ready,,772,Albumin (>3.2),,chartevents,31022,Chemistry,,,,carevue,,, +Albumin,Albumin,,ready,,1521,Albumin,,chartevents,24454,Chemistry,,,,carevue,,, +Albumin,Albumin,,ready,,227456,Albumin,None,chartevents,22945,Labs,,,,metavision,,Numeric with tag, +Albumin,Albumin,,verify,,3727,Albumin (3.9-4.8),,chartevents,546,Chemistry,,,,carevue,,, +Albumin ascites,Albumin (ascites),,ready,,50835,"ALBUMIN, ASCITES",,labevents,1592,CHEMISTRY,,ASCITES,1749-1,,,, +Albumin,Albumin (body fluid),,verify,,51025,"ALBUMIN, BODY FLUID",,labevents,422,CHEMISTRY,,OTHER BODY FLUID,1747-5,,,, +Albumin pleural,Albumin (pleural),,ready,,51046,"ALBUMIN, PLEURAL",,labevents,1175,CHEMISTRY,,PLEURAL,1748-3,,,, +Albumin urine,Albumin (urine),,ready,,51069,"ALBUMIN, URINE",,labevents,2381,CHEMISTRY,,URINE,1754-1,,,, +Alkaline phosphate,Alkaline phosphate,ALP,ready,,50863,ALKALINE PHOSPHATASE,,labevents,207860,CHEMISTRY,,BLOOD,6768-6,,,, +Alkaline phosphate,Alkaline phosphate,ALP,ready,,773,Alk. Phosphate,,chartevents,40637,Enzymes,,,,carevue,,, +Alkaline phosphate,Alkaline phosphate,ALP,ready,,225612,Alkaline Phosphate,None,chartevents,36836,Labs,,,,metavision,,Numeric, +Alkaline phosphate,Alkaline phosphate,ALP,verify,,3728,Alkaline Phosphatase,,chartevents,1651,Chemistry,,,,carevue,,, +Anion gap,Anion gap,,ready,,50868,ANION GAP,,labevents,769895,CHEMISTRY,,BLOOD,1863-0,,,, +Anion gap,Anion gap,,ready,,227073,Anion gap,None,chartevents,150220,Labs,,,,metavision,,Numeric, +Anion gap,Anion gap,,verify,,3732,Anion Gap (8-20),,chartevents,15517,Chemistry,,,,carevue,,, +Asparate aminotransferase,Asparate aminotransferase,AST,ready,,50878,ASPARATE AMINOTRANSFERASE (AST),,labevents,219465,CHEMISTRY,,BLOOD,1920-8,,,, +Asparate aminotransferase,Asparate aminotransferase,AST,ready,,770,AST,,chartevents,41447,Enzymes,,,,carevue,,, +Asparate aminotransferase,Asparate aminotransferase,AST,ready,,220587,AST,None,chartevents,37598,Labs,,,,metavision,,Numeric, +Basophils,Basophils,,ready,,51146,BASOPHILS,,labevents,172142,HEMATOLOGY,,BLOOD,704-7,,,, +Basophils,Basophils,,ignore,,51442,BASOPHILS,,labevents,137,HEMATOLOGY,,PLEURAL,35070-2,,,, +Basophils,Basophils,,ignore,,51345,BASOPHILS,,labevents,119,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),30374-3,,,, +Basophils,Basophils,,verify,,51112,BASOPHILS,,labevents,82,HEMATOLOGY,,ASCITES,35069-4,,,, +Basophils,Basophils,,verify,,51387,BASOPHILS,,labevents,75,HEMATOLOGY,,OTHER BODY FLUID,28543-7,,,, +Basophils,Basophils,,verify,,51367,BASOPHILS,,labevents,10,HEMATOLOGY,,JOINT FLUID,17833-5,,,, +Bicarbonate,Bicarbonate,HCO3,ready,,50882,BICARBONATE,,labevents,780733,CHEMISTRY,,BLOOD,1963-8,,,, +Bicarbonate,Bicarbonate (serum),HCO3 (serum),ready,,227443,HCO3 (serum),None,chartevents,152671,Labs,,,,metavision,,Numeric with tag, +Bicarbonate,Bicarbonate (whole blood),HCO3 (whole blood),ready,,50803,"CALCULATED BICARBONATE, WHOLE BLOOD",,labevents,9246,BLOOD GAS,,BLOOD,1959-6,,,, +Bicarbonate urine,Bicarbonate (urine),HCO3 (urine),verify,,51076,"BICARBONATE, URINE",,labevents,1000,CHEMISTRY,,URINE,1964-6,,,, +Bilirubin,Bilirubin (blody fluid),,verify,,51028,"BILIRUBIN, TOTAL, BODY FLUID",,labevents,355,CHEMISTRY,,OTHER BODY FLUID,1974-5,,,, +Bilirubin,Bilirubin (conjugated),Direct bilirubin,ready,,50883,"BILIRUBIN, DIRECT",,labevents,45205,CHEMISTRY,,BLOOD,1968-7,,,, +Bilirubin,Bilirubin (conjugated),Direct bilirubin,ready,,803,Direct Bili (0-0.3),,chartevents,22646,Chemistry,,,,carevue,,, +Bilirubin,Bilirubin (conjugated),Direct bilirubin,ready,,225651,Direct Bilirubin,None,chartevents,3341,Labs,,,,metavision,,Numeric, +Bilirubin,Bilirubin (CSF),,verify,,51012,"BILIRUBIN, TOTAL, CSF",,labevents,3,CHEMISTRY,,CEREBROSPINAL FLUID (CSF),1973-7,,,, +Bilirubin,"Bilirubin (total, ascites)",,verify,,50838,"BILIRUBIN, TOTAL, ASCITES",,labevents,784,CHEMISTRY,,ASCITES,14422-0,,,, +Bilirubin,"Bilirubin (total, pleural)",,verify,,51049,"BILIRUBIN, TOTAL, PLEURAL",,labevents,84,CHEMISTRY,,PLEURAL,14421-2,,,, +Bilirubin,Bilirubin (total),Total bilirubin,ready,,50885,"BILIRUBIN, TOTAL",,labevents,238277,CHEMISTRY,,BLOOD,1975-2,,,, +Bilirubin,Bilirubin (total),Total bilirubin,ready,,1538,Total Bili,,chartevents,51334,Chemistry,,,,carevue,,, +Bilirubin,Bilirubin (total),Total bilirubin,ready,,848,Total Bili (0-1.5),,chartevents,40239,Chemistry,,,,carevue,,, +Bilirubin,Bilirubin (total),Total bilirubin,ready,,225690,Total Bilirubin,None,chartevents,37961,Labs,,,,metavision,,Numeric, +Bilirubin,Bilirubin (unconjugated),,ready,,50884,"BILIRUBIN, INDIRECT",,labevents,44385,CHEMISTRY,,BLOOD,1971-1,,,, +Bilirubin,Bilirubin (unconjugated),,verify,,3765,Indirect Bili(0-1.0),,chartevents,18859,Chemistry,,,,carevue,,, +Bilirubin,BIlirubin (urine dip),,verify,,51464,BILIRUBIN,,labevents,99679,HEMATOLOGY,,URINE,5770-3,,,, +Bilirubin,Bilirubin (urine),,verify,,51465,BILIRUBIN CRYSTALS,,labevents,83,HEMATOLOGY,,URINE,5771-1,,,, +Blood culture,Blood culture,,verify,,3333,Blood Cultures,,chartevents,5061,,,,,carevue,,, +Blood culture,Blood culture,,verify,,50886,BLOOD CULTURE HOLD,,labevents,188,CHEMISTRY,,BLOOD,,,,, +Blood urea nitrogen,Blood urea nitrogen,BUN,ready,,51006,UREA NITROGEN,,labevents,791925,CHEMISTRY,,BLOOD,3094-0,,,, +Blood urea nitrogen,Blood urea nitrogen,BUN,ready,,781,BUN (6-20),,chartevents,195714,Chemistry,,,,carevue,,, +Blood urea nitrogen,Blood urea nitrogen,BUN,ready,,1162,BUN,,chartevents,152539,,,,,carevue,,, +Blood urea nitrogen,Blood urea nitrogen,BUN,ready,,225624,BUN,None,chartevents,152475,Labs,,,,metavision,,Numeric, +Blood urea nitrogen,Blood urea nitrogen,BUN,ready,,3737,BUN (6-20),,chartevents,2139,Chemistry,,,,carevue,,, +Calcium,Calcium,,ready,,786,Calcium (8.4-10.2),,chartevents,158078,Chemistry,,,,carevue,,, +Calcium,Calcium,,ready,,1522,Calcium,,chartevents,130402,Chemistry,,,,carevue,,, +Calcium,Calcium,,verify,,3746,Calcium (8.8-10.8),,chartevents,1981,Chemistry,,,,carevue,,, +Calcium,Calcium (body fluid),,verify,,51029,"CALCIUM, BODY FLUID",,labevents,9,CHEMISTRY,,OTHER BODY FLUID,15155-5,,,, +Calcium,Calcium (total),Total Calcium,ready,,50893,"CALCIUM, TOTAL",,labevents,591999,CHEMISTRY,,BLOOD,2000-8,,,, +Calcium,Calcium non-ionized,,ready,,225625,Calcium non-ionized,None,chartevents,135036,Labs,,,,metavision,,Numeric, +Calcium ionized,Calcium ionized,,ready,,50808,FREE CALCIUM,,labevents,249111,BLOOD GAS,,BLOOD,1994-3,,,, +Calcium ionized,Calcium ionized,,ready,,816,Ionized Calcium,,chartevents,148637,Chemistry,,,,carevue,,, +Calcium ionized,Calcium ionized,,ready,,225667,Ionized Calcium,None,chartevents,80126,Labs,,,,metavision,,Numeric, +Calcium Ionized,Calcium Ionized,,verify,,3766,Ion Calcium,,chartevents,95,ABG's,,,,carevue,,, +Calcium urine,Calcium,,verify,,51066,24 HR CALCIUM,,labevents,91,CHEMISTRY,,URINE,6874-2,,,, +Calcium urine,Calcium (urine),,ready,,51077,"CALCIUM, URINE",,labevents,887,CHEMISTRY,,URINE,2004-0,,,, +Capillary refill rate,Capillary refill rate,CRR,ready,,3348,Capillary Refill,,chartevents,440467,,,,,carevue,,Binary, +Capillary refill rate,Capillary refill rate,CRR,ready,,115,Capillary Refill [Right],,chartevents,18631,,,,,carevue,,, +Capillary refill rate,Capillary refill rate,CRR,ready,,8377,Capillary Refill [Left],,chartevents,17172,,,,,carevue,,, +Chloride,Chloride,,ready,,788,Chloride (100-112),,chartevents,194344,Chemistry,,,,carevue,,, +Chloride,Chloride,,ready,,1523,Chloride,,chartevents,151836,Chemistry,,,,carevue,,, +Chloride,Chloride,,verify,,3747,Chloride (100-112),,chartevents,15738,Chemistry,,,,carevue,,, +Chloride,Chloride,,verify,not visible from query specifying population as >15 years etc; verify another way,4193,ABG Chloride,,chartevents,57,ABG's,,,,carevue,,, +Chloride,Chloride (ascites),,verify,same as 4193,50839,"CHLORIDE, ASCITES",,labevents,45,CHEMISTRY,,ASCITES,33366-6,,,, +Chloride,Chloride (body fluid),,verify,same as 4193,51030,"CHLORIDE, BODY FLUID",,labevents,65,CHEMISTRY,,OTHER BODY FLUID,2072-7,,,, +Chloride,Chloride (CSF),,verify,same as 4193,51013,"CHLORIDE, CSF",,labevents,0,CHEMISTRY,,CEREBROSPINAL FLUID (CSF),,,,Numeric, +Chloride,Chloride (pleural),,verify,same as 4193,51050,"CHLORIDE, PLEURAL",,labevents,11,CHEMISTRY,,PLEURAL,53627-6,,,, +Chloride,Chloride (serum),,ready,same as 4193,220602,Chloride (serum),None,chartevents,160843,Labs,,,,metavision,,, +Chloride,Chloride (stool),,verify,same as 4193,51062,"CHLORIDE, STOOL",,labevents,61,CHEMISTRY,,STOOL,15158-9,,,Binary, +Chloride,Chloride (whole blood),,ready,,226536,Chloride (whole blood),None,chartevents,12020,Labs,,,,metavision,,, +Chloride,Chloride,,ready,,50902,CHLORIDE,,labevents,795568,CHEMISTRY,,BLOOD,2075-0,,,, +Chloride,Chloride (whole blood),,ready,,50806,"CHLORIDE, WHOLE BLOOD",,labevents,48187,BLOOD GAS,,BLOOD,2069-3,,,Numeric, +Chloride urine,Chloride (urine),,ready,note: may need to change to excreted chloride in the future to incorporate stool etc. and also separate other specific chlorides from whole blood,51078,"CHLORIDE, URINE",,labevents,9607,CHEMISTRY,,URINE,2078-4,,,Numeric, +Cholesterol,Cholesterol,,ready,,789,Cholesterol (<200),,chartevents,2410,Chemistry,,,,carevue,,, +Cholesterol,Cholesterol,,ready,,1524,Cholesterol,,chartevents,1812,Chemistry,,,,carevue,,, +Cholesterol,Cholesterol,,ready,,220603,Cholesterol,None,chartevents,1567,Labs,,,,metavision,,, +Cholesterol,Cholesterol,,verify,,3748,Cholesterol (0-199),,chartevents,6,Chemistry,,,,carevue,,, +Cholesterol,Cholesterol (ascites),,verify,,50840,"CHOLESTEROL, ASCITES",,labevents,7,CHEMISTRY,,ASCITES,14441-0,,,, +Cholesterol,Cholesterol (body fluid),,verify,,51031,"CHOLESTEROL, BODY FLUID",,labevents,9,CHEMISTRY,,OTHER BODY FLUID,12183-0,,,, +Cholesterol,Cholesterol (total),,ready,,50907,"CHOLESTEROL, TOTAL",,labevents,19444,CHEMISTRY,,BLOOD,2093-3,,,, +Cholesterol HDL,Cholesterol (HDL),HDL Cholesterol,ready,,50904,"CHOLESTEROL, HDL",,labevents,18260,CHEMISTRY,,BLOOD,2085-9,,,, +Cholesterol LDL,Cholesterol (LDL),LDL Cholesterol,ready,,50905,"CHOLESTEROL, LDL, CALCULATED",,labevents,16486,CHEMISTRY,,BLOOD,2090-9,,,, +Cholesterol LDL,Cholesterol (LDL),LDL Cholesterol,ignore,,50906,"CHOLESTEROL, LDL, MEASURED",,labevents,2001,CHEMISTRY,,BLOOD,18262-6,,,Binary, +Cholesterol Pleural,Cholesterol (pleural),,ignore,,51051,"CHOLESTEROL, PLEURAL",,labevents,330,CHEMISTRY,,PLEURAL,9618-0,,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",,ready,,50804,CALCULATED TOTAL CO2,,labevents,490685,BLOOD GAS,,BLOOD,34728-6,,,Numeric, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",,ready,,777,Arterial CO2(Calc),,chartevents,280017,ABG,,,,carevue,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",TCO2 (calc) Arterial,ready,,225698,TCO2 (calc) Arterial,None,chartevents,140179,Labs,,,,metavision,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",,maybe,,3810,Total CO2,,chartevents,21720,Chemistry,,,,carevue,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",,maybe,,3808,TCO2 (21-30),,chartevents,9233,Chemistry,,,,carevue,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",,ready,,857,Venous CO2(Calc),,chartevents,8970,VBG'S,,,,carevue,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",,maybe,,3809,TCO2 (other),,chartevents,8435,Other ABGs,,,,carevue,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",,maybe,,4199,TCO2 (cap),,chartevents,8097,Other ABGs,,,,carevue,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",TCO2 (calc) Venous,ready,,223679,TCO2 (calc) Venous,None,chartevents,4318,Labs,,,,metavision,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",,maybe,,3773,Mix Venous CO2(calc),,chartevents,989,Mixed VBGs,,,,carevue,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",,maybe,,3830,Venous CO2,,chartevents,886,Venous ABG,,,,carevue,,, +"CO2 (ETCO2, PCO2, etc.)","CO2 (ETCO2, PCO2, etc.)",,maybe,,3832,Venous TCO2,,chartevents,881,Venous ABG,,,,carevue,,, +CO2,CO2,,ready,,787,Carbon Dioxide,,chartevents,193987,Chemistry,,,,carevue,,, +Creatinine,Creatinine,,ready,,791,Creatinine (0-1.3),,chartevents,196677,Chemistry,,,,carevue,,, +Creatinine,Creatinine,,ready,,1525,Creatinine,,chartevents,153297,Chemistry,,,,carevue,,, +Creatinine,Creatinine,,ready,,220615,Creatinine,None,chartevents,153010,Labs,,,,metavision,,, +Creatinine,Creatinine,,ready,,50912,CREATININE,,labevents,797476,CHEMISTRY,,BLOOD,2160-0,,,, +Creatinine,Creatinine,,verify,,3750,Creatinine (0-0.7),,chartevents,2103,Chemistry,,,,carevue,,, +Creatinine ascites,Creatinine (ascites),,ready,,50841,"CREATININE, ASCITES",,labevents,520,CHEMISTRY,,ASCITES,12191-3,,,, +Creatinine body fluid,Creatinine (body fluid),,ready,,51032,"CREATININE, BODY FLUID",,labevents,320,CHEMISTRY,,OTHER BODY FLUID,12190-5,,,, +Creatinine pleural,Creatinine (pleural),,ready,,51052,"CREATININE, PLEURAL",,labevents,293,CHEMISTRY,,PLEURAL,14399-0,,,, +Creatinine urine,Creatinine,,verify,,51067,24 HR CREATININE,,labevents,653,CHEMISTRY,,URINE,2162-6,,,, +Creatinine urine,Creatinine (serum),,verify,,51081,"CREATININE, SERUM",,labevents,150,CHEMISTRY,,URINE,,,,Numeric, +Creatinine urine,Creatinine (urine),,ready,,51082,"CREATININE, URINE",,labevents,33069,CHEMISTRY,,URINE,2161-8,,,, +Creatinine urine,Creatinine (urine),,verify,,51106,URINE CREATININE,,labevents,151,CHEMISTRY,,URINE,,,,, +Creatinine urine,Creatinine clearance,,verify,,51080,CREATININE CLEARANCE,,labevents,150,CHEMISTRY,,URINE,33558-8,,,Numeric, +Diastolic blood pressure,Diastolic blood pressure (arterial),ABPd,ready,,8368,Arterial BP [Diastolic],,chartevents,2088638,,,,,carevue,,, +Diastolic blood pressure,Diastolic blood pressure (arterial),ABPd,ready,,220051,Arterial Blood Pressure diastolic,mmHg,chartevents,1149537,Routine Vital Signs,,,,metavision,,, +Diastolic blood pressure,Diastolic blood pressure (arterial),ABPd,ready,,225310,ART BP Diastolic,mmHg,chartevents,86507,Routine Vital Signs,,,,metavision,,Numeric, +Diastolic blood pressure,Diastolic blood pressure (arterial),ABPd,ready,,8555,Arterial BP #2 [Diastolic],,chartevents,18820,,,,,carevue,,, +Diastolic blood pressure,Diastolic blood pressure (noninvasive),NBPd,ready,,8441,NBP [Diastolic],,chartevents,1580652,,,,,carevue,,, +Diastolic blood pressure,Diastolic blood pressure (noninvasive),NBPd,ready,,220180,Non Invasive Blood Pressure diastolic,mmHg,chartevents,1289885,Routine Vital Signs,,,,metavision,,, +Diastolic blood pressure,Diastolic blood pressure (noninvasive),NBPd,ready,,8502,BP Cuff [Diastolic],,chartevents,147419,,,,,carevue,,Numeric, +Diastolic blood pressure,Diastolic blood pressure (noninvasive),NBPd,ready,,8440,Manual BP [Diastolic],,chartevents,2152,,,,,carevue,,, +Diastolic blood pressure,Diastolic blood pressure (noninvasive),NBPd,ready,,8503,BP Left Arm [Diastolic],,chartevents,1921,,,,,carevue,,, +Diastolic blood pressure,Diastolic blood pressure (noninvasive),NBPd,ready,,8504,BP Left Leg [Diastolic],,chartevents,1530,,,,,carevue,,, +Diastolic blood pressure,Diastolic blood pressure (noninvasive),NBPd,ready,,8507,BP Right Leg [Diastolic],,chartevents,1520,,,,,carevue,,, +Diastolic blood pressure,Diastolic blood pressure (noninvasive),NBPd,ready,,8506,BP Right Arm [Diastolic],,chartevents,1514,,,,,carevue,,, +Diastolic blood pressure,Diastolic blood pressure (noninvasive),NBPd,ready,,224643,Manual Blood Pressure Diastolic Left,mmHg,chartevents,671,Routine Vital Signs,,,,metavision,,, +Eosinophils,Eosinophils,,verify,,3754,Eosinophils,,chartevents,8364,Heme/Coag,,,,carevue,,, +Eosinophils,Eosinophils,,verify,,51474,EOSINOPHILS,,labevents,3365,HEMATOLOGY,,URINE,25156-1,,,, +Eosinophils,Eosinophils,,ready,,51444,EOSINOPHILS,,labevents,778,HEMATOLOGY,,PLEURAL,30379-2,,,, +Eosinophils,Eosinophils,,ready,,51347,EOSINOPHILS,,labevents,655,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),26451-5,,,, +Eosinophils,Eosinophils,,ready,,51419,EOSINOPHILS,,labevents,601,HEMATOLOGY,,OTHER BODY FLUID,26452-3,,,, +Eosinophils,Eosinophils,,ready,,51114,EOSINOPHILS,,labevents,566,HEMATOLOGY,,ASCITES,30380-0,,,, +Eosinophils,Eosinophils,,verify,,51368,EOSINOPHILS,,labevents,83,HEMATOLOGY,,JOINT FLUID,17834-3,,,, +Fraction inspired oxygen,Fraction inspired oxygen,FiO2,ready,requires unit conversion or checking,3420,FIO2,,chartevents,673729,,,,,carevue,,, +Fraction inspired oxygen,Fraction inspired oxygen,FiO2,ready,requires unit conversion or checking,223835,Inspired O2 Fraction,None,chartevents,558061,Respiratory,,,,metavision,,Numeric, +Fraction inspired oxygen,Fraction inspired oxygen,FiO2,ready,requires unit conversion or checking,3422,FIO2 [Meas],,chartevents,242256,,,,,carevue,,, +Fraction inspired oxygen,Fraction inspired oxygen,FiO2,ready,requires unit conversion or checking,189,FiO2 (Analyzed),,chartevents,7644,,,,,carevue,,, +Fraction inspired oxygen,Fraction inspired oxygen,FiO2,ready,requires unit conversion or checking,727,Vision FiO2,,chartevents,544,,,,,carevue,,Numeric, +Fraction inspired oxygen Set,Fraction inspired oxygen Set,,ready,,190,FiO2 Set,,chartevents,573606,,,,,carevue,,, +Fraction inspired oxygen Set,Fraction inspired oxygen Set,,ignore,,7570,FIO2 SET,,chartevents,2,,,,,carevue,,, +Glascow coma scale eye opening,Glascow coma scale eye opening,GCS eye,verify,should we just add these up?,184,Eye Opening,,chartevents,956672,,,,,carevue,,, +Glascow coma scale eye opening,Glascow coma scale eye opening,GCS eye,verify,should we just add these up?,220739,GCS - Eye Opening,,chartevents,571383,Neurological,,,,metavision,,, +Glascow coma scale motor response,Glascow coma scale motor response,GCS motor,verify,should we just add these up?,454,Motor Response,,chartevents,952565,,,,,carevue,,, +Glascow coma scale motor response,Glascow coma scale motor response,GCS motor,verify,should we just add these up?,223901,GCS - Motor Response,,chartevents,569369,Neurological,,,,metavision,,, +Glascow coma scale total,Glascow coma scale total,GCS total,ready,,198,GCS Total,,chartevents,948148,,,,,carevue,,, +Glascow coma scale verbal response,Glascow coma scale verbal response,GCS verbal,verify,should we just add these up?,723,Verbal Response,,chartevents,954700,,,,,carevue,,, +Glascow coma scale verbal response,Glascow coma scale verbal response,GCS verbal,verify,should we just add these up?,223900,GCS - Verbal Response,,chartevents,569810,Neurological,,,,metavision,,, +Glucose,Glucose,,ready,,50931,GLUCOSE,,labevents,748981,CHEMISTRY,,BLOOD,2345-7,,,, +Glucose,Glucose,,ready,,807,Fingerstick Glucose,,chartevents,436622,Chemistry,,,,carevue,,, +Glucose,Glucose,,ready,,811,Glucose (70-105),,chartevents,381822,Chemistry,,,,carevue,,, +Glucose,Glucose,,ready,,1529,Glucose,,chartevents,286600,Chemistry,,,,carevue,,, +Glucose,Glucose,,ready,,50809,GLUCOSE,,labevents,196734,BLOOD GAS,,BLOOD,2339-0,,,Numeric, +Glucose urine,Glucose,,verify,,51478,GLUCOSE,,labevents,101279,HEMATOLOGY,,URINE,5792-7,,,, +Glucose,Glucose,,ready,,3745,BloodGlucose,,chartevents,2655,Quick Admit,,,,carevue,,, +Glucose,Glucose (finger stick),,ready,,225664,Glucose finger stick,None,chartevents,247833,Labs,,,,metavision,,, +Glucose,Glucose (serum),,ready,,220621,Glucose (serum),None,chartevents,155071,Labs,,,,metavision,,, +Glucose,Glucose (whole blood),,ready,,226537,Glucose (whole blood),None,chartevents,71057,Labs,,,,metavision,,, +Heart Rate,Heart Rate,HR,ready,,211,Heart Rate,,chartevents,5190683,,,,,carevue,,, +Heart Rate,Heart Rate,HR,ready,,220045,Heart Rate,bpm,chartevents,2762225,Routine Vital Signs,,,,metavision,,Numeric with tag, +Height,Height,Height,ready,requires unit conversion or checking,226707,Height,Inch,chartevents,12015,General,,,,metavision,,, +Height,Height (cm),Height (cm),ready,requires unit conversion or checking,226730,Height (cm),cm,chartevents,12015,General,,,,metavision,,, +Height,Height (in),Height (in),ready,requires unit conversion or checking,1394,Height Inches,,chartevents,26,,,,,carevue,,, +Hematocrit,Hematocrit,HCT,ready,,813,Hematocrit,,chartevents,275105,Hematology,,,,carevue,,, +Hematocrit,Hematocrit,HCT,verify,,3761,Hematocrit (35-51),,chartevents,12517,ABG'S,,,,carevue,,Numeric with tag, +Hematocrit,Hematocrit (serum),HCT (serum),ready,,220545,Hematocrit (serum),None,chartevents,165862,Labs,,,,metavision,,, +Hematocrit,Hematocrit,HCT,ready,,51221,HEMATOCRIT,,labevents,881846,HEMATOLOGY,,BLOOD,4544-3,,,, +Hematocrit,Hematocrit,HCT,ready,,50810,"HEMATOCRIT, CALCULATED",,labevents,89715,BLOOD GAS,,BLOOD,20570-8,,,, +Hemoglobin,Hemoglobin,,ready,,814,Hemoglobin,,chartevents,188568,Hematology,,,,carevue,,Numeric, +Hemoglobin,Hemoglobin,,ready,,220228,Hemoglobin,g/dl,chartevents,137117,Labs,,,,metavision,,Numeric, +Hemoglobin,Hemoglobin,,verify,,50855,ABSOLUTE HEMOGLOBIN,,labevents,3791,CHEMISTRY,,BLOOD,718-7,,,, +Hemoglobin,Hemoglobin,,ready,,51222,HEMOGLOBIN,,labevents,752523,HEMATOLOGY,,BLOOD,718-7,,,, +Hemoglobin,Hemoglobin,,ready,,50811,HEMOGLOBIN,,labevents,89712,BLOOD GAS,,BLOOD,718-7,,,Numeric with tag, +Hemoglobin percent,Hemoglobin,,verify,,50852,% HEMOGLOBIN A1C,,labevents,16618,CHEMISTRY,,BLOOD,4548-4,,,, +Lactate,Lactate,,ready,,50813,LACTATE,,labevents,187124,BLOOD GAS,,BLOOD,32693-4,,,Numeric with tag, +Lactate dehydrogenase,Lactate dehydrogenase,LDH,ready,,50954,LACTATE DEHYDROGENASE (LD),,labevents,107122,CHEMISTRY,,BLOOD,2532-0,,,, +Lactate dehydrogenase pleural,Lactate dehydrogenase,LDH,ready,,51054,"LACTATE DEHYDROGENASE, PLEURAL",,labevents,2502,CHEMISTRY,,PLEURAL,2530-4,,,, +Lactic acid,Lactic acid,,ready,,818,Lactic Acid(0.5-2.0),,chartevents,73574,Chemistry,,,,carevue,,, +Lactic acid,Lactic acid,,ready,,225668,Lactic Acid,None,chartevents,69432,Labs,,,,metavision,,, +Lactic acid,Lactic acid,,ready,,1531,Lactic Acid,,chartevents,63478,Chemistry,,,,carevue,,, +Lymphocytes,Lymphocytes,,ready,,51244,LYMPHOCYTES,,labevents,172149,HEMATOLOGY,,BLOOD,731-0,,,, +Lymphocytes,Lymphocytes (absolute),,verify,,51133,ABSOLUTE LYMPHOCYTE COUNT,,labevents,2377,HEMATOLOGY,,BLOOD,26474-7,,,, +Lymphocytes,Lymphocytes (atypical),,verify,,51385,ATYPICAL LYMPHOCYTES,,labevents,68,HEMATOLOGY,,OTHER BODY FLUID,30417-0,,,, +Lymphocytes,Lymphocytes (atypical),,verify,,51365,ATYPICAL LYMPHOCYTES,,labevents,17,HEMATOLOGY,,JOINT FLUID,33371-6,,,, +Lymphocytes ascites,Lymphocytes,,ready,,51116,LYMPHOCYTES,,labevents,3346,HEMATOLOGY,,ASCITES,26482-0,,,Numeric with tag, +Lymphocytes pleural,Lymphocytes,,ready,,51446,LYMPHOCYTES,,labevents,2613,HEMATOLOGY,,PLEURAL,26481-2,,,Numeric with tag, +Lymphocytes body fluid,Lymphocytes,,ready,,51427,LYMPHOCYTES,,labevents,1969,HEMATOLOGY,,OTHER BODY FLUID,11031-2,,,, +Lymphocytes body fluid,Lymphocytes,,ready,,51375,LYMPHOCYTES,,labevents,683,HEMATOLOGY,,JOINT FLUID,26483-8,,,, +Lymphocytes atypical,Lymphocytes (atypical),,ready,,51143,ATYPICAL LYMPHOCYTES,,labevents,59335,HEMATOLOGY,,BLOOD,733-6,,,, +Lymphocytes atypical CSL,Lymphocytes (atypical),,ready,,51343,ATYPICAL LYMPHOCYTES,,labevents,310,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),30416-2,,,, +Lymphocytes atypical ascites,Lymphocytes (atypical),,verify,,51110,ATYPICAL LYMPHOCYTES,,labevents,160,HEMATOLOGY,,ASCITES,33369-0,,,, +Lymphocytes atypical pleural,Lymphocytes (atypical),,verify,,51440,ATYPICAL LYMPHOCYTES,,labevents,159,HEMATOLOGY,,PLEURAL,33370-8,,,, +Lymphocytes percent,Lymphocytes (percent),,ready,,51245,"LYMPHOCYTES, PERCENT",,labevents,2378,HEMATOLOGY,,BLOOD,26478-8,,,, +Magnesium,Magnesium,Mg,ready,,821,Magnesium (1.6-2.6),,chartevents,198212,Chemistry,,,,carevue,,, +Magnesium,Magnesium,Mg,ready,,1532,Magnesium,,chartevents,155337,Chemistry,,,,carevue,,, +Magnesium,Magnesium,Mg,ready,,220635,Magnesium,None,chartevents,147786,Labs,,,,metavision,,, +Magnesium,Magnesium,Mg,ready,,50960,MAGNESIUM,,labevents,664191,CHEMISTRY,,BLOOD,2601-3,,,, +Mean blood pressure,Mean blood pressure (arterial),ABPm,ready,,52,Arterial BP Mean,,chartevents,2075364,,,,,carevue,,, +Mean blood pressure,Mean blood pressure (arterial),ABPm,ready,,220052,Arterial Blood Pressure mean,mmHg,chartevents,1156173,Routine Vital Signs,,,,metavision,,, +Mean blood pressure,Mean blood pressure (arterial),ABPm,ready,,225312,ART BP mean,mmHg,chartevents,87182,Routine Vital Signs,,,,metavision,,, +Mean blood pressure,Mean blood pressure (arterial),ABPm,ready,,224,IABP Mean,,chartevents,30020,,,,,carevue,,, +Mean blood pressure,Mean blood pressure (arterial),ABPm,ready,,6702,Arterial BP Mean #2,,chartevents,18946,,,,,carevue,,, +Mean blood pressure,Mean blood pressure (arterial),ABPm,ready,,224322,IABP Mean,mmHg,chartevents,8448,IABP,,,,metavision,,, +Mean blood pressure,Mean blood pressure (noninvasive),NBPm,ready,,456,NBP Mean,,chartevents,1560440,,,,,carevue,,, +Mean blood pressure,Mean blood pressure (noninvasive),NBPm,ready,,220181,Non Invasive Blood Pressure mean,mmHg,chartevents,1292916,Routine Vital Signs,,,,metavision,,Numeric, +Mean blood pressure,Mean blood pressure (noninvasive),NBPm,ready,,3312,BP Cuff [Mean],,chartevents,148028,,,,,carevue,,, +Mean blood pressure,Mean blood pressure (noninvasive),NBPm,ready,,3314,BP Left Arm [Mean],,chartevents,3746,,,,,carevue,,Numeric, +Mean blood pressure,Mean blood pressure (noninvasive),NBPm,ready,,3316,BP Left Leg [Mean],,chartevents,2047,,,,,carevue,,, +Mean blood pressure,Mean blood pressure (noninvasive),NBPm,ready,,3322,BP Right Leg [Mean],,chartevents,2032,,,,,carevue,,, +Mean blood pressure,Mean blood pressure (noninvasive),NBPm,ready,,3320,BP Right Arm [Mean],,chartevents,2015,,,,,carevue,,, +Mean corpuscular hemoglobin,Mean corpuscular hemoglobin,MCH,ready,,51248,MCH,,labevents,748073,HEMATOLOGY,,BLOOD,785-6,,,Numeric with tag, +Mean corpuscular hemoglobin concentration,Mean corpuscular hemoglobin concentration,MCHC,ready,,51249,MCHC,,labevents,748226,HEMATOLOGY,,BLOOD,786-4,,,, +Mean corpuscular volume,Mean corpuscular volume,MCV,ready,,51250,MCV,,labevents,748056,HEMATOLOGY,,BLOOD,787-2,,,, +Monocytes,Monocytes,,ready,,51254,MONOCYTES,,labevents,172148,HEMATOLOGY,,BLOOD,742-7,,,, +Monocytes CSL,Monocytes,,ready,,51355,MONOCYTES,,labevents,4701,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),26486-1,,,Numeric, +Neutrophils,Neutrophils,,ready,,51256,NEUTROPHILS,,labevents,172149,HEMATOLOGY,,BLOOD,761-7,,,, +Oxygen saturation,Oxygen saturation,SaO2,ready,,834,SaO2,,chartevents,1716730,ABG's,,,,carevue,,, +Oxygen saturation,Oxygen saturation,SaO2,ready,,50817,OXYGEN SATURATION,,labevents,173419,BLOOD GAS,,BLOOD,20564-1,,,, +Oxygen saturation,Oxygen saturation,SaO2,ready,,8498,O2 sat [Post],,chartevents,1434,,,,,carevue,,, +Oxygen saturation,Oxygen saturation (arterial),SaO2,ready,,220227,Arterial O2 Saturation,%,chartevents,40009,Labs,,,,metavision,,Numeric, +Oxygen saturation,Pulse oximetry,SpO2,ready,,646,SpO2,,chartevents,3428011,,,,,carevue,,, +Oxygen saturation,Pulse oximetry,SpO2,ready,,220277,O2 saturation pulseoxymetry,%,chartevents,2671816,Respiratory,,,,metavision,,, +Partial pressure of carbon dioxide,Partial pressure of carbon dioxide,PCO2 (Venous),ready,,226062,Venous CO2 Pressure,mmHg,chartevents,4312,Labs,,,,metavision,,, +Partial pressure of carbon dioxide,Partial pressure of carbon dioxide,PaCO2,ready,,50818,PCO2,,labevents,490638,BLOOD GAS,,BLOOD,11557-6,,,Numeric, +Partial pressure of carbon dioxide,Partial pressure of carbon dioxide,PaCO2,verify,,3835,pCO2,,chartevents,9486,ABG'S,,,,carevue,,, +Partial pressure of carbon dioxide,Partial pressure of carbon dioxide,PaCO2,verify,,3836,pCO2 (other),,chartevents,8445,Other ABGs,,,,carevue,,Numeric, +Partial pressure of carbon dioxide,Partial pressure of carbon dioxide,PaCO2,verify,,3784,PCO2,,chartevents,5314,ABG's,,,,carevue,,, +Partial pressure of carbon dioxide,Partial pressure of carbon dioxide (arterial),PaCO2 (arterial),ready,,778,Arterial PaCO2,,chartevents,283616,ABG,,,,carevue,,, +Partial pressure of carbon dioxide,Partial pressure of carbon dioxide (arterial),PaCO2 (arterial),ready,,220235,Arterial CO2 Pressure,mmHg,chartevents,140215,Labs,,,,metavision,,, +Partial pressure of carbon dioxide,Partial pressure of carbon dioxide (capillary),PaCO2 (capillary),verify,,4201,pCO2 (cap),,chartevents,8106,Other ABGs,,,,carevue,,, +Partial pressure of oxygen,Partial pressure of oxygen,PaO2,ready,,779,Arterial PaO2,,chartevents,283452,ABG,,,,carevue,,Text, +Partial pressure of oxygen,Partial pressure of oxygen,PaO2,ignore,,490,PAO2,,chartevents,1467,,,,,carevue,,, +Partial thromboplastin time,Partial thromboplastin time,PTT,ready,,825,PTT(22-35),,chartevents,146486,Coags,,,,carevue,,Text, +Partial thromboplastin time,Partial thromboplastin time,PTT,ready,,1533,PTT,,chartevents,115354,Coags,,,,carevue,,, +Partial thromboplastin time,Partial thromboplastin time,PTT,ready,,227466,PTT,None,chartevents,99769,Labs,,,,metavision,,, +Partial thromboplastin time,Partial thromboplastin time,PTT,ready,,51275,PTT,,labevents,474937,HEMATOLOGY,,BLOOD,3173-2,,,Text, +Peak inspiratory pressure,Peak inspiratory pressure,,ready,,535,Peak Insp. Pressure,,chartevents,236155,,,,,carevue,,, +Peak inspiratory pressure,Peak inspiratory pressure,PIP,verify,,507,PIP,,chartevents,151276,,,,,carevue,,, +Peak inspiratory pressure,Peak inspiratory pressure,Peak Insp. Pressure,ready,,224695,Peak Insp. Pressure,cmH2O,chartevents,454192,Respiratory,,,,metavision,,Numeric, +pH,pH,,ready,,50820,PH,,labevents,530795,BLOOD GAS,,BLOOD,11558-4,,,, +pH,pH,,ready,,3839,ph (other),,chartevents,8403,Other ABGs,,,,carevue,,, +pH,pH,,ready,,1673,PH,,chartevents,1845,,,,,carevue,,, +pH,pH,,ready,,50831,PH,,labevents,1442,BLOOD GAS,,OTHER BODY FLUID,2748-2,,,, +pH,pH (arterial),,ready,,780,Arterial pH,,chartevents,284506,ABG,,,,carevue,,Numeric, +pH,pH (arterial),,ready,,1126,Art.pH,,chartevents,267317,ABG,,,,carevue,,Numeric, +pH,pH (arterial),,ready,,223830,PH (Arterial),None,chartevents,144429,Labs,,,,metavision,,Numeric, +pH,pH (arterial),,ready,,4753,pH (Art),,chartevents,10407,ABG,,,,carevue,,, +pH,pH (capillary),,ready,,4202,pH (cap),,chartevents,8064,Other ABGs,,,,carevue,,Numeric, +pH,pH (venous),,ready,,860,Venous pH,,chartevents,11166,VBG's,,,,carevue,,Numeric, +pH,pH (venous),,ready,,220274,PH (Venous),None,chartevents,8764,Labs,,,,metavision,,Numeric, +pH urine,pH,,ready,,51491,PH,,labevents,116089,HEMATOLOGY,,URINE,5803-2,,,, +pH urine,pH,,ready,,51094,PH,,labevents,1157,CHEMISTRY,,URINE,2756-5,,,, +Phosphate,Phosphate,,ready,,50970,PHOSPHATE,,labevents,590568,CHEMISTRY,,BLOOD,2777-1,,,, +Platelets,Platelets,Platelet count,ready,,51265,PLATELET COUNT,,labevents,778444,HEMATOLOGY,,BLOOD,777-3,,,, +Platelets,Platelets,Platelet count,ready,,828,Platelets,,chartevents,189535,Hematology,,,,carevue,,, +Platelets,Platelets,Platelet count,ready,,227457,Platelet Count,None,chartevents,137454,Labs,,,,metavision,,, +Platelets,Platelets,Platelet count,verify,,3789,Platelet (150-440),,chartevents,10467,Heme/Coag,,,,carevue,,, +Positive end-expiratory pressure,Positive end-expiratory pressure,PEEP,verify,,505,PEEP,,chartevents,352331,,,,,carevue,,, +Positive end-expiratory pressure,Positive end-expiratory pressure,PEEP,ready,,50819,PEEP,,labevents,86921,BLOOD GAS,,BLOOD,20077-4,,,, +Positive end-expiratory pressure,Positive end-expiratory pressure (total),PEEP (total),ready,,224700,Total PEEP Level,cmH2O,chartevents,44275,Respiratory,,,,metavision,,, +Positive end-expiratory pressure Set,Positive end-expiratory pressure Set,,ready,,506,PEEP Set,,chartevents,427536,,,,,carevue,,, +Positive end-expiratory pressure Set,Positive end-expiratory pressure Set,PEEP set,ready,,220339,PEEP set,cmH2O,chartevents,480563,Respiratory,,,,metavision,,Numeric, +Potassium,Potassium,K,ready,,829,Potassium (3.5-5.3),,chartevents,326961,Chemistry,,,,carevue,,Numeric, +Potassium,Potassium,K,ready,,1535,Potassium,,chartevents,247638,Chemistry,,,,carevue,,Numeric, +Potassium,Potassium,K,verify,,3792,Potassium (3.5-5.3),,chartevents,15817,Chemistry,,,,carevue,,, +Potassium,Potassium (whole blood),K (whole blood),ready,,227464,Potassium (whole blood),None,chartevents,49112,Labs,,,,metavision,,Numeric, +Potassium,Potassium,K,ready,,50971,POTASSIUM,,labevents,845825,CHEMISTRY,,BLOOD,2823-3,,,, +Potassium,Potassium (whole blood),K (whole blood),ready,,50822,"POTASSIUM, WHOLE BLOOD",,labevents,192946,BLOOD GAS,,BLOOD,6298-4,,,Numeric, +Potassium serum,Potassium (serum),K (serum),ready,,227442,Potassium (serum),None,chartevents,165813,Labs,,,,metavision,,, +Prothrombin time INR,Prothrombin time,INR,ready,,51237,INR(PT),,labevents,471183,HEMATOLOGY,,BLOOD,5895-7,,,, +Prothrombin time INR,Prothrombin time,PT / INR,ready,,815,INR (2-4 ref. range),,chartevents,135821,Coags,,,,carevue,,, +Prothrombin time INR,Prothrombin time,PT / INR,ready,,1530,INR,,chartevents,106808,Coags,,,,carevue,,, +Prothrombin time INR,Prothrombin time,PT / INR,ready,,227467,INR,None,chartevents,93040,Labs,,,,metavision,,, +Prothrombin time PT,Prothrombin time,PT / INR,ready,,1286,PT,,chartevents,106567,,,,,carevue,,, +Prothrombin time PT,Prothrombin time,PT / INR,ready,,824,PT(11-13.5),,chartevents,135452,Coags,,,,carevue,,, +Prothrombin time PT,Prothrombin time,PT / INR,ready,,227465,Prothrombin time,None,chartevents,93030,Labs,,,,metavision,,, +Prothrombin time PT,Prothrombin time,PT,ready,,51274,PT,,labevents,469090,HEMATOLOGY,,BLOOD,5902-2,,,, +Pupillary response left,Pupillary response left,,verify,,8466,Pupil Response [Left],,chartevents,442215,,,,,carevue,,, +Pupillary response left,Pupillary response left,,verify,,3593,Pupil Reactivity [Left],,chartevents,135,,,,,carevue,,Numeric, +Pupillary response right,Pupillary response right,,verify,,584,Pupil Response [Right],,chartevents,449255,,,,,carevue,,, +Pupillary response right,Pupillary response right,,verify,,8530,Pupil Reactivity [Right],,chartevents,126,,,,,carevue,,Numeric, +Pupillary size left,Pupillary size left,,verify,,8467,Pupil Size [Left],,chartevents,447035,,,,,carevue,,, +Pupillary size right,Pupillary size right,,verify,,585,Pupil Size [Right],,chartevents,455089,,,,,carevue,,, +Red blood cell count,Red blood cell count,RBC,ready,,51279,RED BLOOD CELLS,,labevents,748078,HEMATOLOGY,,BLOOD,789-8,,,, +Red blood cell count,Red blood cell count,RBC,ready,,833,RBC,,chartevents,176496,Hematology,,,,carevue,,, +Red blood cell count urine,Red blood cell count,RBC,ready,,51493,RBC,,labevents,84285,HEMATOLOGY,,URINE,5808-1,,,, +Red blood cell count,Red blood cell count,RBC,verify,,3799,Red Blood C(3.6-6.2),,chartevents,9647,Heme/Coag,,,,carevue,,, +Red blood cell count,Red blood cell count,RBC,verify,,4197,RBC(3.6-6.2),,chartevents,9404,Heme/Coag,,,,carevue,,, +Red blood cell count ascites,Red blood cell count (ascites),RBC,ready,,51127,"RBC, ASCITES",,labevents,3280,HEMATOLOGY,,ASCITES,26457-2,,,, +Red blood cell count CSF,Red blood cell count (CSF),RBC,ready,,51362,"RBC, CSF",,labevents,4700,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),26454-9,,,, +Red blood cell count,Red blood cell count (fragments),RBC,verify,,51278,RED BLOOD CELL FRAGMENTS,,labevents,3876,HEMATOLOGY,,BLOOD,,,,Numeric, +Red blood cell count,Red blood cell count (joint fluid),RBC,verify,,51383,"RBC, JOINT FLUID",,labevents,611,HEMATOLOGY,,JOINT FLUID,26458-0,,,, +Red blood cell count,Red blood cell count (other fluid),RBC,verify,,51438,"RBC, OTHER FLUID",,labevents,1368,HEMATOLOGY,,OTHER BODY FLUID,26455-6,,,, +Red blood cell count pleural,Red blood cell count (pleural),RBC,ready,,51457,"RBC, PLEURAL",,labevents,2446,HEMATOLOGY,,PLEURAL,26456-4,,,, +Respiratory rate,Respiratory rate,RR,ready,,618,Respiratory Rate,,chartevents,3395998,,,,,carevue,,Numeric, +Respiratory rate,Respiratory rate,RR,ready,,220210,Respiratory Rate,insp/min,chartevents,2737105,Respiratory,,,,metavision,,, +Respiratory rate,Respiratory rate,RR,ready,,3603,Resp Rate,,chartevents,1676914,,,,,carevue,,, +Respiratory rate,Respiratory rate (spontaneous),RR (spontaneous),ready,,224689,Respiratory Rate (spontaneous),insp/min,chartevents,452937,Respiratory,,,,metavision,,, +Respiratory rate,Respiratory rate (spontaneous),RR (spontaneous),ready,,614,Resp Rate (Spont),,chartevents,237416,,,,,carevue,,, +Respiratory rate,Respiratory rate (spontaneous),RR (spontaneous),ready,,651,Spon RR (Mech.),,chartevents,31764,,,,,carevue,,, +Respiratory rate,Respiratory rate (spontaneous),RR (spontaneous),ready,,224422,Spont RR,bpm,chartevents,16463,Respiratory,,,,metavision,,, +Respiratory rate,Respiratory rate (total),RR (total),ready,,615,Resp Rate (Total),,chartevents,417512,,,,,carevue,,Numeric, +Respiratory rate,Respiratory rate (total),RR (total),ready,,224690,Respiratory Rate (Total),insp/min,chartevents,399752,Respiratory,,,,metavision,,, +Respiratory rate Set,Respiratory rate Set,,ready,,619,Respiratory Rate Set,,chartevents,252041,,,,,carevue,,, +Respiratory rate Set,Respiratory rate Set,Respiratory Rate (Set),ready,,224688,Respiratory Rate (Set),insp/min,chartevents,219399,Respiratory,,,,metavision,,Numeric, +Sodium,Sodium,Na,ready,,837,Sodium (135-148),,chartevents,222389,Chemistry,,,,carevue,,Numeric, +Sodium,Sodium,Na,ready,,1536,Sodium,,chartevents,172697,Chemistry,,,,carevue,,, +Sodium,Sodium,Na,verify,,3803,Sodium (135-148),,chartevents,15768,Chemistry,,,,carevue,,, +Sodium,Sodium (serum),Na (serum),ready,,220645,Sodium (serum),None,chartevents,162677,Labs,,,,metavision,,Numeric, +Sodium,Sodium (whole blood),Na (whole blood),ready,,226534,Sodium (whole blood),None,chartevents,16627,Labs,,,,metavision,,, +Sodium,Sodium,Na,ready,,50983,SODIUM,,labevents,808489,CHEMISTRY,,BLOOD,2951-2,,,Numeric, +Sodium,Sodium (whole blood),Na (whole blood),ready,,50824,"SODIUM, WHOLE BLOOD",,labevents,71503,BLOOD GAS,,BLOOD,2947-0,,,, +Systolic blood pressure,Systolic blood pressure (arterial),ABPs,ready,,51,Arterial BP [Systolic],,chartevents,2099353,,,,,carevue,,, +Systolic blood pressure,Systolic blood pressure (arterial),ABPs,ready,,220050,Arterial Blood Pressure systolic,mmHg,chartevents,1149788,Routine Vital Signs,,,,metavision,,, +Systolic blood pressure,Systolic blood pressure (arterial),ABPs,ready,,225309,ART BP Systolic,mmHg,chartevents,86557,Routine Vital Signs,,,,metavision,,Numeric, +Systolic blood pressure,Systolic blood pressure (arterial),ABPs,ready,,6701,Arterial BP #2 [Systolic],,chartevents,19232,,,,,carevue,,Numeric, +Systolic blood pressure,Systolic blood pressure (noninvasive),NBPs,ready,,455,NBP [Systolic],,chartevents,1586769,,,,,carevue,,, +Systolic blood pressure,Systolic blood pressure (noninvasive),NBPs,ready,,220179,Non Invasive Blood Pressure systolic,mmHg,chartevents,1290488,Routine Vital Signs,,,,metavision,,, +Systolic blood pressure,Systolic blood pressure (noninvasive),NBPs,ready,,3313,BP Cuff [Systolic],,chartevents,148105,,,,,carevue,,Numeric, +Systolic blood pressure,Systolic blood pressure (noninvasive),NBPs,ready,,3315,BP Left Arm [Systolic],,chartevents,3762,,,,,carevue,,, +Systolic blood pressure,Systolic blood pressure (noninvasive),NBPs,ready,,442,Manual BP [Systolic],,chartevents,2565,,,,,carevue,,, +Systolic blood pressure,Systolic blood pressure (noninvasive),NBPs,ready,,3317,BP Left Leg [Systolic],,chartevents,2052,,,,,carevue,,, +Systolic blood pressure,Systolic blood pressure (noninvasive),NBPs,ready,,3323,BP Right Leg [Systolic],,chartevents,2039,,,,,carevue,,, +Systolic blood pressure,Systolic blood pressure (noninvasive),NBPs,ready,,3321,BP Right Arm [Systolic],,chartevents,2032,,,,,carevue,,, +Systolic blood pressure,Systolic blood pressure (noninvasive),NBPs,ready,,224167,Manual Blood Pressure Systolic Left,mmHg,chartevents,740,Routine Vital Signs,,,,metavision,,, +Systolic blood pressure,Systolic blood pressure (noninvasive),NBPs,ready,,227243,Manual Blood Pressure Systolic Right,mmHg,chartevents,541,Routine Vital Signs,,,,metavision,,Numeric, +Temperature,"Temperature (C, skin)",,ready,requires unit conversion or checking,3655,Temp Skin [C],,chartevents,533002,,,,,carevue,,Numeric, +Temperature,Temperature (C),,ready,requires unit conversion or checking,677,Temperature C (calc),,chartevents,774312,,,,,carevue,,, +Temperature,Temperature (C),,ready,requires unit conversion or checking,676,Temperature C,,chartevents,379232,,,,,carevue,,, +Temperature,Temperature (C),,ready,requires unit conversion or checking,223762,Temperature Celsius,?C,chartevents,74144,Routine Vital Signs,,,,metavision,,, +Temperature,"Temperature (F, rectal)",,ready,requires unit conversion or checking,3654,Temp Rectal [F],,chartevents,13061,,,,,carevue,,Numeric, +Temperature,Temperature (F),,ready,requires unit conversion or checking,678,Temperature F,,chartevents,775928,,,,,carevue,,, +Temperature,Temperature (F),,ready,requires unit conversion or checking,223761,Temperature Fahrenheit,?F,chartevents,522143,Routine Vital Signs,,,,metavision,,, +Temperature,Temperature (F),,ready,requires unit conversion or checking,679,Temperature F (calc),,chartevents,376716,,,,,carevue,,Numeric, +Troponin-I,Troponin-I,TropI,ready,,51002,TROPONIN I,,labevents,11468,CHEMISTRY,,BLOOD,10839-9,,,, +Troponin-I,Troponin-I,TropI,ready,,851,Troponin,,chartevents,5149,Enzymes,,,,carevue,,, +Troponin-T,Troponin-T,TropT,ready,,51003,TROPONIN T,,labevents,87244,CHEMISTRY,,BLOOD,6598-7,,,Numeric, +Troponin-T,Troponin-T,TropT,ready,,227429,Troponin-T,None,chartevents,23324,Labs,,,,metavision,,Numeric, +Urine Appearance,Urine Appearance,,maybe,,8480,Urine [Appearance],,chartevents,720710,,,,,carevue,,, +Urine Color,Urine Color,,maybe,,706,Urine [Color],,chartevents,729261,,,,,carevue,,, +Urine output,Urine output (foley),,ready,,40055,Urine Out Foley,,outputevents,1917527,,,,,carevue,,, +Urine output,Urine output,,ready,,40056,Urine Out Lt Nephrostomy,,outputevents,,,,,,carevue,,Numeric, +Urine output,Urine output,,ready,,40057,Urine Out Rt Nephrostomy,,outputevents,,,,,,carevue,,, +Urine output,Urine output,,ready,,40061,OR Out OR Urine,,outputevents,7267,,,,,carevue,,, +Urine output,Urine output,,ready,,40065,OR Out PACU Urine,,outputevents,7673,,,,,carevue,,, +Urine output,Urine output,,ready,,40069,Urine Out Void,,outputevents,69467,,,,,carevue,,, +Urine output,Urine output,,ready,,40085,Urine Out Incontinent,,outputevents,,,,,,carevue,,, +Urine output,Urine output,,ready,,40086,Urine Out Incontinen,,outputevents,,,,,,carevue,,Numeric, +Urine output,Urine output,,ready,,40094,Urine Out Condom Cath,,outputevents,10006,,,,,carevue,,, +Urine output,Urine output,,ready,,40096,Urine Out Ureteral Stent #1,,outputevents,,,,,,carevue,,, +Weight,Weight (daily),,ready,requires unit conversion or checking,763,Daily Weight,,chartevents,47979,,,,,carevue,,, +Weight,Weight (daily),,ready,requires unit conversion or checking,224639,Daily Weight,kg,chartevents,46452,General,,,,metavision,,, +Weight,"Weight (kg, admission)",Admission Weight (Kg),ready,requires unit conversion or checking,226512,Admission Weight (Kg),kg,chartevents,22604,General,,,,metavision,,, +Weight,"Weight (kg, present)",,ready,requires unit conversion or checking,3580,Present Weight (kg),,chartevents,433011,,,,,carevue,,Numeric, +Weight,Weight (kg),,ready,requires unit conversion or checking,3693,Weight Kg,,chartevents,994,,,,,carevue,,Numeric, +Weight,"Weight (lb, present)",,ready,requires unit conversion or checking,3581,Present Weight (lb),,chartevents,433005,,,,,carevue,,, +Weight,"Weight (lbs, admission)",Admission Weight (lbs.),ready,requires unit conversion or checking,226531,Admission Weight (lbs.),None,chartevents,46255,General,,,,metavision,,, +Weight,"Weight (oz, present)",,ready,requires unit conversion or checking,3582,Present Weight (oz),,chartevents,433004,,,,,carevue,,, +Weight,Weight,,ignore,,581,Previous WeightF,,chartevents,1646896,,,,,carevue,,, +Weight,Weight,,ignore,,3723,Birth Weight (kg),,chartevents,435395,,,,,carevue,,, +Weight,Weight,,ignore,,3583,Previous Weight (kg),,chartevents,416625,,,,,carevue,,, +Weight,Weight,,ignore,,3692,Weight Change (gms),,chartevents,416417,,,,,carevue,,, +Weight,Weight,,ignore,,580,Previous Weight,,chartevents,146993,,,,,carevue,,, +Weight,Weight,,ignore,,733,Weight Change,,chartevents,36844,,,,,carevue,,, +Weight,Weight,Unintentional weight loss >10 lbs.,ignore,,225124,Unintentional weight loss >10 lbs.,,chartevents,29601,Adm History/FHPA,,,,metavision,,Numeric, +Weight,Weight,,ignore,,4183,Birthweight (kg),,chartevents,8254,,,,,carevue,,, +Weight,Weight,Feeding Weight,ignore,,226846,Feeding Weight,kg,chartevents,6018,General,,,,metavision,,, +White blood cell count,White blood cell count,WBC,ready,,861,"WBC (4-11,000)",,chartevents,178460,Hematology,,,,carevue,,, +White blood cell count,White blood cell count,WBC,ready,,1127,"WBC (4-11,000)",,chartevents,169818,Hematology,,,,carevue,,, +White blood cell count,White blood cell count,WBC,ready,,1542,WBC,,chartevents,138619,Hematology,,,,carevue,,, +White blood cell count,White blood cell count,WBC,ready,,220546,WBC,None,chartevents,133356,Labs,,,,metavision,,, +White blood cell count,White blood cell count,WBC,verify,,4200,WBC 4.0-11.0,,chartevents,8919,Heme/Coag,,,,carevue,,Checkbox, +White blood cell count,White blood cell count,WBC,ready,,51301,WHITE BLOOD CELLS,,labevents,753301,HEMATOLOGY,,BLOOD,804-5,,,, +White blood cell count,White blood cell count,WBC,ready,,51300,WBC COUNT,,labevents,2371,HEMATOLOGY,,BLOOD,26464-8,,,Numeric, +White blood cell count urine,White blood cell count,WBC,ready,,51516,WBC,,labevents,84688,HEMATOLOGY,,URINE,5821-4,,,, +Weight,Admit Weight,,verify,,762,Admit Wt,,chartevents,42452,,,,,carevue,,, +Central Venous Pressure,Central Venous Pressure,,ready,,113,CVP,,chartevents,1200308,,,,,carevue,,, +Central Venous Pressure,Central Venous Pressure,,ready,,220074,Central Venous Pressure,mmHg,chartevents,514118,Hemodynamics,,,,metavision,,Numeric, +Central Venous Pressure,Central Venous Pressure,,ignore,,1103,cvp,,chartevents,2,,,,,carevue,,, +Pulmonary Artery Pressure mean,Pulmonary Artery Pressure mean,,ready,,491,PAP Mean,,chartevents,265840,,,,,carevue,,, +Pulmonary Artery Pressure mean,Pulmonary Artery Pressure mean,PAPm,verify,,220061,Pulmonary Artery Pressure mean,mmHg,chartevents,125781,Hemodynamics,,,,metavision,,Numeric, +Pulmonary Artery Pressure systolic,Pulmonary Artery Pressure systolic,,ready,,492,PAP [Systolic],,chartevents,496488,,,,,carevue,,, +Pulmonary Artery Pressure systolic,Pulmonary Artery Pressure systolic,PAPs,ready,,220059,Pulmonary Artery Pressure systolic,mmHg,chartevents,127080,Hemodynamics,,,,metavision,,Numeric, +Cardiac Index,Cardiac Index,,ready,,116,Cardiac Index,,chartevents,215061,,,,,carevue,,, +Cardiac Index,Cardiac Index,Cardiac Index (CI NICOM),verify,,228368,Cardiac Index (CI NICOM),L/min/m2,chartevents,880,NICOM,,,,metavision,,Numeric, +Cardiac Index,Cardiac Index,,ignore,,7610,cardiac index o,,chartevents,1,,,,,carevue,,, +Systemic Vascular Resistance,Systemic Vascular Resistance,,ready,,626,SVR,,chartevents,202999,,,,,carevue,,, +Cardiac Output Thermodilution,Cardiac Output Thermodilution,,ready,,90,C.O.(thermodilution),,chartevents,176856,,,,,carevue,,, +Cardiac Output fick,Cardiac Output fick,,ready,,89,C.O. (fick),,chartevents,39939,,,,,carevue,,, +Pulmonary Capillary Wedge Pressure,Pulmonary Capillary Wedge Pressure,,ready,,504,PCWP,,chartevents,26562,,,,,carevue,,, +Pulmonary Capillary Wedge Pressure,Pulmonary Capillary Wedge Pressure,PCWP,verify,,223771,PCWP,mmHg,chartevents,602,Hemodynamics,,,,metavision,,Numeric, +Post Void Residual,Post Void Residual,,ready,,512,PVR,,chartevents,14931,,,,,carevue,,, +Cardiac Murmur,Cardiac Murmur,,verify,,3353,Cardiac Murmur,,chartevents,442908,,,,,carevue,,, +Vitamin K,Vitamin K,,verify,,3685,Vitamin K,,chartevents,9696,,,,,carevue,,, +Vitamin K,Vitamin K,Vitamin K (Phytonadione),verify,,227535,Vitamin K (Phytonadione),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +Phosphorous,Phosphorous,,ready,,827,Phosphorous(2.7-4.5),,chartevents,163820,Chemistry,,,,carevue,,, +Phosphorous,Phosphorous,Phosphorous,ready,,225677,Phosphorous,None,chartevents,135440,Labs,,,,metavision,,Numeric, +Phosphorous,Phosphorous,,ready,,1534,Phosphorous,,chartevents,134714,Chemistry,,,,carevue,,, +Fibrinogen,Fibrinogen,,ready,,806,Fibrinogen (150-400),,chartevents,18725,Coags,,,,carevue,,, +Fibrinogen,Fibrinogen,,ready,,1528,Fibrinogen,,chartevents,15727,Coags,,,,carevue,,, +Fibrinogen,Fibrinogen,Fibrinogen,ready,,227468,Fibrinogen,None,chartevents,14339,Labs,,,,metavision,,Numeric with tag, +Fibrinogen,Fibrinogen,,verify,,3755,FIBRINOGEN,,chartevents,140,Heme/Coag,,,,carevue,,, +Fibrinogen,Fibrinogen,,ready,,51214,"FIBRINOGEN, FUNCTIONAL",,labevents,45935,HEMATOLOGY,,BLOOD,3255-7,,,, +Fibrinogen,Fibrinogen,ZFibrinogen,ignore,,220541,ZFibrinogen,None,chartevents,0,Labs,,,,metavision,,Numeric, +Total Protein,Total Protein,,ready,,849,Total Protein(6.5-8),,chartevents,1088,Chemistry,,,,carevue,,, +Total Protein,Total Protein,,ready,,1539,Total Protein,,chartevents,807,Chemistry,,,,carevue,,, +Total Protein Body Fluid,Total Protein Body Fluid,,verify,,51043,"TOTAL PROTEIN, BODY FLUID",,labevents,488,CHEMISTRY,,OTHER BODY FLUID,2881-1,,,, +Total Protein Joint Fluid,Total Protein Joint Fluid,,ignore,,51024,"TOTAL PROTEIN, JOINT FLUID",,labevents,28,CHEMISTRY,,JOINT FLUID,2886-0,,,, +Total Protein Urine,Total Protein Urine,,ready,,51102,"TOTAL PROTEIN, URINE",,labevents,9080,CHEMISTRY,,URINE,2887-8,,,, +Arterial Base Excess,Arterial Base Excess,,verify,,776,Arterial Base Excess,,chartevents,270221,ABG,,,,carevue,,, +Arterial Base Excess,Arterial Base Excess,Arterial Base Excess,verify,,224828,Arterial Base Excess,None,chartevents,140198,Labs,,,,metavision,,Numeric, +Venous PvO2,Venous PvO2,,ready,,859,Venous PvO2,,chartevents,10512,Mixed Venous Gases,,,,carevue,,, +Plateau Pressure,Plateau Pressure,,ready,,543,Plateau Pressure,,chartevents,175482,,,,,carevue,,, +Plateau Pressure,Plateau Pressure,Plateau Pressure,ready,,224696,Plateau Pressure,cmH2O,chartevents,75376,Respiratory,,,,metavision,,Numeric, +Tidal Volume Observed,Tidal Volume Observed,,ready,,682,Tidal Volume (Obser),,chartevents,249517,,,,,carevue,,, +Tidal Volume Observed,Tidal Volume Observed,,ready,,50826,TIDAL VOLUME,,labevents,83808,BLOOD GAS,,BLOOD,20112-9,,,, +Tidal Volume Observed,Tidal Volume Observed,,verify,,681,Tidal Volume,,chartevents,147,,,,,carevue,,, +Tidal Volume Observed,Tidal Volume Observed,Tidal Volume (observed),ready,,224685,Tidal Volume (observed),mL,chartevents,458370,Respiratory,,,,metavision,,Numeric, +Tidal Volume Set,Tidal Volume Set,,ready,,683,Tidal Volume (Set),,chartevents,230723,,,,,carevue,,, +Tidal Volume Set,Tidal Volume Set,Tidal Volume (set),ready,,224684,Tidal Volume (set),mL,chartevents,209506,Respiratory,,,,metavision,,Numeric, +Tidal Volume Spontaneous,Tidal Volume Spontaneous,,ready,,684,Tidal Volume (Spont),,chartevents,197149,,,,,carevue,,, +Tidal Volume Spontaneous,Tidal Volume Spontaneous,Tidal Volume (spontaneous),ready,,224686,Tidal Volume (spontaneous),mL,chartevents,277015,Respiratory,,,,metavision,,Numeric, +Tidal Volume Spontaneous,Tidal Volume Spontaneous,,verify,,3050,spont tidal volumes,,chartevents,105,,,,,carevue,,, +Tidal Volume Spontaneous,Tidal Volume Spontaneous,,ignore,,654,Spont. Tidal Volume,,chartevents,87,,,,,carevue,,, +Tidal Volume Spontaneous,Tidal Volume Spontaneous,,ignore,,3083,spont Tidal volumes,,chartevents,42,,,,,carevue,,, +Tidal Volume Spontaneous,Tidal Volume Spontaneous,,ignore,,3003,SPNIOT TIDAL VOLUMES,,chartevents,13,,,,,carevue,,, +Tidal Volume Spontaneous,Tidal Volume Spontaneous,,ignore,,2402,sp tidal volumes,,chartevents,3,,,,,carevue,,, +Lung Sounds,Lung Sounds,,verify,,428,LUL Lung Sounds,,chartevents,788599,,,,,carevue,,, +Lung Sounds,Lung Sounds,LUL Lung Sounds,verify,,223988,LUL Lung Sounds,,,0,Pulmonary,,,,metavision,,Text, +Lung Sounds,Lung Sounds,,verify,,599,RUL Lung Sounds,,chartevents,789193,,,,,carevue,,, +Lung Sounds,Lung Sounds,RUL Lung Sounds,verify,,223986,RUL Lung Sounds,,,0,Pulmonary,,,,metavision,,Text, +Lung Sounds,Lung Sounds,,verify,,593,RLL Lung Sounds,,chartevents,786410,,,,,carevue,,, +Lung Sounds,Lung Sounds,RLL Lung Sounds,verify,,223987,RLL Lung Sounds,,,0,Pulmonary,,,,metavision,,Text, +Lung Sounds,Lung Sounds,,verify,,425,LLL Lung Sounds,,chartevents,785810,,,,,carevue,,, +Lung Sounds,Lung Sounds,LLL Lung Sounds,verify,,223989,LLL Lung Sounds,,,0,Pulmonary,,,,metavision,,Text, +Heart Rhythm,Heart Rhythm,,verify,,212,Heart Rhythm,,chartevents,3312070,,,,,carevue,,, +Heart Rhythm,Heart Rhythm,Heart Rhythm,ignore,,220048,Heart Rhythm,,,0,Routine Vital Signs,,,,metavision,,Text, +Heart Rhythm,Heart Rhythm,,verify,,3354,Cardiac Rhythm,,chartevents,101,,,,,carevue,,, +Ectopy Type,Ectopy Type,,verify,,161,Ectopy Type,,chartevents,3245056,,,,,carevue,,, +Ectopy Type,Ectopy Type,,verify,,162,Ectopy Type 2,,chartevents,10957,,,,,carevue,,, +Ectopy Type,Ectopy Type,Ectopy Type 1,verify,,224650,Ectopy Type 1,,,0,Routine Vital Signs,,,,metavision,,Text, +Ectopy Type,Ectopy Type,Ectopy Type 2,verify,,226479,Ectopy Type 2,,,0,Routine Vital Signs,,,,metavision,,Text, +Ectopy Frequency,Ectopy Frequency,,verify,,159,Ectopy Frequency,,chartevents,2551777,,,,,carevue,,, +Ectopy Frequency,Ectopy Frequency,,verify,,160,Ectopy Frequency 2,,chartevents,9459,,,,,carevue,,, +Ectopy Frequency,Ectopy Frequency,Ectopy Frequency 1,ignore,,224651,Ectopy Frequency 1,,,0,Routine Vital Signs,,,,metavision,,Text, +Ectopy Frequency,Ectopy Frequency,Ectopy Frequency 2,ignore,,226480,Ectopy Frequency 2,,,0,Routine Vital Signs,,,,metavision,,Text, +Code Status,Code Status,,verify,,128,Code Status,,chartevents,3225002,,,,,carevue,,, +Code Status,Code Status,Code Status,verify,,223758,Code Status,,,93174,General,,,,metavision,,Text, +Fall Risk,Fall Risk,,verify,,1484,Risk for Falls,,chartevents,2266018,,,,,carevue,,, +Fall Risk,Fall Risk,Risk for Falls,ignore,,223754,Risk for Falls,,,0,Neurological,,,,metavision,,Text, +Orientation,Orientation,,verify,,479,Orientation,,chartevents,920279,,,,,carevue,,, +Orientation,Orientation,Orientation,ignore,,223898,Orientation,,,0,Neurological,,,,metavision,,Text, +Consciousness Level,Consciousness Level,,verify,,432,Level of Conscious,,chartevents,1035448,,,,,carevue,,, +Consciousness Level,Consciousness Level,Level of Consciousness,ignore,,226104,Level of Consciousness,,,0,Neurological,,,,metavision,,Text, +Riker-SAS Scale,Riker-SAS Scale,,verify,,1337,Riker-SAS Scale,,chartevents,1086624,,,,,carevue,,, +Riker-SAS Scale,Riker-SAS Scale,Riker-SAS Scale,ignore,,223753,Riker-SAS Scale,,,0,Pain/Sedation,,,,metavision,,Text, +Ventilator Type,Ventilator Type,,verify,,722,Ventilator Type,,chartevents,489005,,,,,carevue,,, +Ventilator Type,Ventilator Type,Ventilator Type,ignore,,223848,Ventilator Type,,,0,Respiratory,,,,metavision,,Text, +Ventilator Mode,Ventilator Mode,,verify,,720,Ventilator Mode,,chartevents,421200,,,,,carevue,,, +Ventilator Mode,Ventilator Mode,Ventilator Mode,ignore,,223849,Ventilator Mode,,,0,Respiratory,,,,metavision,,Text, +Pacemaker,Pacemaker,,verify,,516,Pacemaker Type,,chartevents,107725,,,,,carevue,,, +Pacemaker,Pacemaker,Temp Pacemaker Type,ignore,,223955,Temporary Pacemaker Type,,,0,Cardiovascular (Pacer Data),,,,metavision,,Text, +Trach Size,Trach Size,,verify,,690,Trach Size,,chartevents,102934,,,,,carevue,,, +Skin Color,Skin Color,Skin Color,ignore,,224028,Skin Color,,,0,Skin - Assessment,,,,metavision,,Text, +Skin Color,Skin Color,,verify,,643,Skin Color,,chartevents,133891,,,,,carevue,,, +Skin Integrity,Skin Integrity,,verify,,644,Skin Integrity,,chartevents,593508,,,,,carevue,,, +Skin Integrity,Skin Integrity,,verify,,3617,Skin Integrity [Attribute #1],,chartevents,7432,,,,,carevue,,, +Skin Integrity,Skin Integrity,,verify,,8534,Skin Integrity [Attribute #2],,chartevents,5196,,,,,carevue,,, +Skin Integrity,Skin Integrity,Skin Integrity,ignore,,224026,Skin Integrity,,,0,Skin - Assessment,,,,metavision,,Text, +Skin Integrity,Skin Integrity,Circulation/Skin Integrity,ignore,,224065,Circulation/Skin Integrity,,,0,Restraint/Support Systems,,,,metavision,,Text, +Skin Integrity,Skin Integrity,Circulation/Skin Integrity,ignore,,227951,Circulation/Skin Integrity,,,0,Restraint/Support Systems,,,,metavision,,Text, +Service Type,Service Type,,verify,,1125,Service Type,,chartevents,2963280,,,,,carevue,,, +,,,,,742,calprevflg,,chartevents,3474021,,,,,carevue,,, +,,,,,550,Precautions,,chartevents,3213200,,,,,carevue,,, +,,,,,5815,HR Alarm [Low],,chartevents,1812919,,,,,carevue,,, +,,,,,8549,HR Alarm [High],,chartevents,1810587,,,,,carevue,,, +,,,,,5820,SpO2 Alarm [Low],,chartevents,1808257,,,,,carevue,,, +,,,,,8554,SpO2 Alarm [High],,chartevents,1801871,,,,,carevue,,, +,,,,,5819,Resp Alarm [Low],,chartevents,1777883,,,,,carevue,,, +,,,,,8553,Resp Alarm [High],,chartevents,1775417,,,,,carevue,,, +,,,,,3450,HR Alarm [Low],,chartevents,1687926,,,,,carevue,,, +,,,,,8518,HR Alarm [High],,chartevents,1687655,,,,,carevue,,, +,,,,,3609,SaO2 Alarm [Low],,chartevents,1621431,,,,,carevue,,, +,,,,,8532,SaO2 Alarm [High],,chartevents,1619820,,,,,carevue,,, +,,,,,31,Activity,,chartevents,1444628,,,,,carevue,,, +,,,,,5817,NBP Alarm [Low],,chartevents,1384012,,,,,carevue,,, +,,,,,8551,NBP Alarm [High],,chartevents,1380344,,,,,carevue,,, +,,,,,1703,Health Care Proxy,,chartevents,1177300,,,,,carevue,,, +,,,,,467,O2 Delivery Device,,chartevents,1157571,,,,,carevue,,, +,,,,,80,Bowel Sounds,,chartevents,1138048,,,,,carevue,,, +,,,,,674,Temp. Site,,chartevents,1045009,,,,,carevue,,, +,,,,,5813,ABP Alarm [Low],,chartevents,983569,,,,,carevue,,, +,,,,,8547,ABP Alarm [High],,chartevents,977266,,,,,carevue,,, +,,,,,617,Respiratory Pattern,,chartevents,964695,,,,,carevue,,, +,,,,,210,HOB,,chartevents,957621,,,,,carevue,,, +,,,,,637,Side Rails,,chartevents,956324,,,,,carevue,,, +,,,,,707,Urine Source,,chartevents,939323,,,,,carevue,,, +,,,,,704,Turn,,chartevents,935324,,,,,carevue,,, +,,,,,54,Assistance Device,,chartevents,894227,,,,,carevue,,, +,,,,,32,Activity Tolerance,,chartevents,880383,,,,,carevue,,, +,,,,,547,Position,,chartevents,854737,,,,,carevue,,, +,,,,,154,Diet Type,,chartevents,820776,,,,,carevue,,, +,,,,,1046,Pain Present,,chartevents,806030,,,,,carevue,,, +,,,,,3656,Temp/Iso/Warmer [Type],,chartevents,803917,,,,,carevue,,, +,,,,,478,Oral Cavity,,chartevents,776172,,,,,carevue,,, +,,,,,663,Support Systems,,chartevents,775701,,,,,carevue,,, +,,,,,51277,RDW,,labevents,746896,HEMATOLOGY,,BLOOD,788-0,,,, +,,,,,680,Therapeutic Bed,,chartevents,741704,,,,,carevue,,, +,,,,,27,Abdominal Assessment,,chartevents,739101,,,,,carevue,,, +,,,,,8537,"Temp/Iso/Warmer [Temperature, degrees C]",,chartevents,725887,,,,,carevue,,, +,,,,,3645,Sx Equip Functional,,chartevents,690324,,,,,carevue,,, +,,,,,3327,Bag & Mask Present,,chartevents,679142,,,,,carevue,,, +,,,,,621,Restraint Location,,chartevents,667624,,,,,carevue,,, +,,,,,5814,CVP Alarm [Low],,chartevents,656171,,,,,carevue,,, +,,,,,8548,CVP Alarm [High],,chartevents,650448,,,,,carevue,,, +,,,,,49,Anti-Embolism [Device],,chartevents,637653,,,,,carevue,,, +,,,,,8367,Anti-Embolism [Status],,chartevents,602660,,,,,carevue,,, +,,,,,1087,Pain Assess Method,,chartevents,593787,,,,,carevue,,, +,,,,,156,Dorsal PedPulse [Right],,chartevents,579253,,,,,carevue,,, +,,,,,8381,Dorsal PedPulse [Left],,chartevents,572750,,,,,carevue,,, +,,,,,525,Pain Location,,chartevents,559257,,,,,carevue,,, +,,,,,1622,Alarms,,chartevents,547717,,,,,carevue,,, +,,,,,3476,Infant Position,,chartevents,522696,,,,,carevue,,, +,,Alarms On,,,224641,Alarms On,,chartevents,517300,Alarms,,,,metavision,,Checkbox, +,,,,,1623,Parameters Checked,,chartevents,513562,,,,,carevue,,, +,,,,,40,Airway Type,,chartevents,510131,,,,,carevue,,, +,,Parameters Checked,,,224168,Parameters Checked,,chartevents,507114,Alarms,,,,metavision,,Checkbox, +,,,,,1427,GI Prophylaxis [Drug #1],,chartevents,495823,,,,,carevue,,, +,,,,,50802,BASE EXCESS,,labevents,490695,BLOOD GAS,,BLOOD,11555-0,,,, +,,,,,50821,PO2,,labevents,490672,BLOOD GAS,,BLOOD,11556-8,,,, +,,,,,8448,PAP [Diastolic],,chartevents,490545,,,,,carevue,,, +,,,,,39,Airway Size,,chartevents,488674,,,,,carevue,,, +,,,,,229,INV Line#1 [Type],,chartevents,484548,,,,,carevue,,, +,,,,,642,Skin Care,,chartevents,483446,,,,,carevue,,, +,,,,,197,Follows Commands,,chartevents,478477,,,,,carevue,,, +,,,,,605,Reason For Restraint,,chartevents,476317,,,,,carevue,,, +,,,,,8392,INV Line#1 [Site],,chartevents,473167,,,,,carevue,,, +,,,,,622,Restraint Type,,chartevents,471531,,,,,carevue,,, +,,Mean Airway Pressure,,,224697,Mean Airway Pressure,cmH2O,chartevents,467046,Respiratory,,,,metavision,,Numeric, +,,,,,200,GI Intub #1 [Type],,chartevents,466141,,,,,carevue,,, +,,,,,3652,Temp Axillary [F],,chartevents,461999,,,,,carevue,,, +,,,,,3291,Abdominal Appearance,,chartevents,457966,,,,,carevue,,, +,,,,,549,PostTib. Pulses [Right],,chartevents,457488,,,,,carevue,,, +,,,,,477,Oral Care,,chartevents,457046,,,,,carevue,,, +,,MV Alarm - High,,,220293,Minute Volume Alarm - High,L/min,chartevents,456561,Alarms,,,,metavision,,Numeric, +,,MV Alarm - Low,,,220292,Minute Volume Alarm - Low,L/min,chartevents,456184,Alarms,,,,metavision,,Numeric, +,,Apnea Interval,,,223876,Apnea Interval,sec,chartevents,455799,Respiratory,,,,metavision,,Numeric, +,,Paw High,,,223873,Paw High,cmH2O,chartevents,455197,Respiratory,,,,metavision,,Numeric, +,,,,,8388,GI Intub #1 [Site],,chartevents,454194,,,,,carevue,,, +,,,,,3293,Abdominal Exam,,chartevents,451593,,,,,carevue,,, +,,,,,8456,PostTib. Pulses [Left],,chartevents,450502,,,,,carevue,,, +,,Minute Volume,,,224687,Minute Volume,L/min,chartevents,450204,Respiratory,,,,metavision,,Numeric, +,,,,,171,Education Topic #1,,chartevents,449429,,,,,carevue,,, +,,Vti High,,,223874,Vti High,mL,chartevents,448412,Respiratory,,,,metavision,,Numeric, +,,,,,594,ROM [Type],,chartevents,447608,,,,,carevue,,, +,,,,,3373,Color (Overall),,chartevents,445341,,,,,carevue,,, +,,,,,3339,Breath Sounds [R],,chartevents,443906,,,,,carevue,,, +,,,,,3338,Breath Sounds [L],,chartevents,443857,,,,,carevue,,, +,,,,,3627,State,,chartevents,443530,,,,,carevue,,, +,,,,,657,Sputum Source,,chartevents,442521,,,,,carevue,,, +,,,,,3669,Turgor,,chartevents,441129,,,,,carevue,,, +,,,,,3408,Environment,,chartevents,440432,,,,,carevue,,, +,,,,,3607,Retractions,,chartevents,440070,,,,,carevue,,, +,,,,,127,Circulation/SkinInt,,chartevents,439493,,,,,carevue,,, +,,,,,3386,Day of Life,,chartevents,439178,,,,,carevue,,, +,,,,,3519,Muscle Tone,,chartevents,438830,,,,,carevue,,, +,,,,,8477,Sputum [Amount],,chartevents,438624,,,,,carevue,,, +,,,,,3632,Stool [Amount],,chartevents,438234,,,,,carevue,,, +,,,,,3664,Total Fluids cc/kg/d,,chartevents,436799,,,,,carevue,,, +,,,,,3335,Boundaries,,chartevents,435473,,,,,carevue,,, +,,,,,3568,Peripheral Pulses,,chartevents,434944,,,,,carevue,,, +,,,,,3572,Physioregulation,,chartevents,428924,,,,,carevue,,, +,,,,,3292,Abdominal Color,,chartevents,428752,,,,,carevue,,, +,,,,,623,Restraints Evaluated,,chartevents,428027,,,,,carevue,,, +,,,,,548,Position Change,,chartevents,427556,,,,,carevue,,, +,,,,,655,Spontaneous Movement,,chartevents,426434,,,,,carevue,,, +,,,,,3304,Anterior Fontanelle [Texture],,chartevents,426068,,,,,carevue,,, +,,,,,8499,Anterior Fontanelle [Shape],,chartevents,425510,,,,,carevue,,, +,,,,,77,Behavior,,chartevents,424017,,,,,carevue,,, +,,,,,3295,Abdominal Loops,,chartevents,420617,,,,,carevue,,, +,,,,,3559,Pain,,chartevents,420065,,,,,carevue,,, +,,,,,3634,Stress,,chartevents,419880,,,,,carevue,,, +,,,,,656,Sputum [Color],,chartevents,416836,,,,,carevue,,, +,,,,,3694,Work of Breathing,,chartevents,416189,,,,,carevue,,, +,,,,,8476,Sputum Consistency,,chartevents,412566,,,,,carevue,,, +,,,,,232,INV Line#1SiteAppear,,chartevents,411885,,,,,carevue,,, +,,,,,3577,Posterior Fontanelle [Texture],,chartevents,410255,,,,,carevue,,, +,,,,,8529,Posterior Fontanelle [Shape],,chartevents,409002,,,,,carevue,,, +,,,,,610,Removed x 5 Mins,,chartevents,407335,,,,,carevue,,, +,,,,,450,Minute Volume(Obser),,chartevents,406272,,,,,carevue,,, +,,,,,3686,Void,,chartevents,405998,,,,,carevue,,, +,,,,,50800,SPECIMEN TYPE,,labevents,404785,BLOOD GAS,,BLOOD,,,,, +,,,,,1047,Range of Motion,,chartevents,400221,,,,,carevue,,, +,,,,,411,Incision/Wound #1,,chartevents,397138,,,,,carevue,,, +,,,,,434,Low Exhaled Min Vol,,chartevents,391281,,,,,carevue,,, +,,,,,218,High Insp. Pressure,,chartevents,389357,,,,,carevue,,, +,,,,,3509,Mode,,chartevents,387653,,,,,carevue,,, +,,,,,470,O2 Flow (lpm),,chartevents,385877,,,,,carevue,,, +,,,,,444,Mean Airway Pressure,,chartevents,383023,,,,,carevue,,, +,,,,,219,High Resp. Rate,,chartevents,382010,,,,,carevue,,, +,,,,,38,Airway,,chartevents,378901,,,,,carevue,,, +,,,,,157,ETT [Mark],,chartevents,375628,,,,,carevue,,, +,,,,,203,GI#1 Tube [Status],,chartevents,373881,,,,,carevue,,, +,,,,,235,INV Line#2 [Type],,chartevents,373333,,,,,carevue,,, +,,,,,631,Sensitivity-Vent,,chartevents,371314,,,,,carevue,,, +,,,,,8382,ETT [Location],,chartevents,365758,,,,,carevue,,, +,,,,,8393,INV Line#2 [Site],,chartevents,364896,,,,,carevue,,, +,,,,,596,RU Strength/Movement,,chartevents,364857,,,,,carevue,,, +,,,,,426,LU Strength/Movement,,chartevents,364518,,,,,carevue,,, +,,,,,590,RL Strength/Movement,,chartevents,364115,,,,,carevue,,, +,,,,,423,LL Strength/Movement,,chartevents,363760,,,,,carevue,,, +,,,,,72,Back Care,,chartevents,360966,,,,,carevue,,, +,,,,,3465,IV #1 [Location],,chartevents,359107,,,,,carevue,,, +,,,,,294,IV #1 [Site],,chartevents,357482,,,,,carevue,,, +,,,,,1425,Daily Wake Up,,chartevents,355804,,,,,carevue,,, +,,,,,8521,IV #1 [Location],,chartevents,354862,,,,,carevue,,, +,,,,,320,IV Site #1,,chartevents,354276,,,,,carevue,,, +,,,,,85,Braden Moisture,,chartevents,345316,,,,,carevue,,, +,,,,,82,Braden Activity,,chartevents,345309,,,,,carevue,,, +,,,,,417,Inspired Gas Temp,,chartevents,345125,,,,,carevue,,, +,,,,,84,Braden Mobility,,chartevents,345105,,,,,carevue,,, +,,,,,86,Braden Nutrition,,chartevents,344990,,,,,carevue,,, +,,,,,88,Braden SensoryPercep,,chartevents,344631,,,,,carevue,,, +,,,,,83,Braden Frict/Shear,,chartevents,344517,,,,,carevue,,, +,,,,,87,Braden Score,,chartevents,343259,,,,,carevue,,, +,,,,,8400,IV #1 [Size],,chartevents,341912,,,,,carevue,,, +,,,,,3437,Flowrate (l/m),,chartevents,336095,,,,,carevue,,, +,,,,,3626,Spits,,chartevents,331379,,,,,carevue,,, +,,,,,620,Responds to Stimuli [Type],,chartevents,329572,,,,,carevue,,, +,,,,,3446,Gestational Age,,chartevents,323778,,,,,carevue,,, +,,,,,8474,Responds to Stimuli [Value],,chartevents,316388,,,,,carevue,,, +,,,,,238,INV Line#2SiteAppear,,chartevents,315465,,,,,carevue,,, +,,,,,3523,NG Tube Taped at:,,chartevents,311006,,,,,carevue,,, +,,,,,3428,Feeding Tube Loc,,chartevents,310808,,,,,carevue,,, +,,,,,3429,Feeding Tube Size,,chartevents,308076,,,,,carevue,,, +,,,,,1698,GI Tube #1 [Site],,chartevents,307786,,,,,carevue,,, +,,,,,526,Pain Management [Route/Status #1],,chartevents,305496,,,,,carevue,,, +,,,,,3430,Feeding Tube Type,,chartevents,305083,,,,,carevue,,, +,,,,,3547,OG/NG Residual,,chartevents,303165,,,,,carevue,,, +,,,,,3460,Humidity Temp [Meas],,chartevents,301324,,,,,carevue,,, +,,,,,8492,GI Tube #1 [Site],,chartevents,299598,,,,,carevue,,, +,,,,,3427,Feeding Tube Check,,chartevents,299171,,,,,carevue,,, +,,,,,324,IV Site Appear #1,,chartevents,298388,,,,,carevue,,, +,,,,,578,Pressure Support,,chartevents,295302,,,,,carevue,,, +,,,,,374,Impaired Skin Site#1,,chartevents,293560,,,,,carevue,,, +,,,,,50,Apnea Time Interval,,chartevents,285263,,,,,carevue,,, +,,,,,297,IV #2 [Site],,chartevents,273396,,,,,carevue,,, +,,,,,3436,Flowrate (cc/min),,chartevents,273092,,,,,carevue,,, +,,Richmond-RAS Scale,,,228096,Richmond-RAS Scale,,,272471,Pain/Sedation,,,,metavision,,Text, +,,,,,398,Inc #1 [Dressing],,chartevents,269755,,,,,carevue,,, +,,,,,283,INV#1 WaveformAppear,,chartevents,268694,,,,,carevue,,, +,,,,,137,Cough Reflex,,chartevents,261904,,,,,carevue,,, +,,,,,8401,IV #2 [Size],,chartevents,261238,,,,,carevue,,, +,,Back Care,,,225187,Back Care,,chartevents,257927,Treatments,,,,metavision,,Checkbox, +,,,,,527,Pain Type,,chartevents,256778,,,,,carevue,,, +,,,,,1043,Less Restrict Meas.,,chartevents,255585,,,,,carevue,,, +,,Skin Care,,,225185,Skin Care,,chartevents,255371,Treatments,,,,metavision,,Checkbox, +,,,,,208,Gag Reflex,,chartevents,254609,,,,,carevue,,, +,,,,,183,Eye Care,,chartevents,248003,,,,,carevue,,, +,,,,,187,Family Communication,,chartevents,246991,,,,,carevue,,, +,,,,,648,Speech,,chartevents,246129,,,,,carevue,,, +,,,,,130,Communication,,chartevents,244104,,,,,carevue,,, +,,,,,1089,PainLevel Acceptable,,chartevents,241263,,,,,carevue,,, +,,,,,3421,FIO2 Alarm [Low],,chartevents,235180,,,,,carevue,,, +,,,,,325,IV Site Appear #2,,chartevents,227701,,,,,carevue,,, +,,,,,3503,Mean PAW [Meas],,chartevents,226368,,,,,carevue,,, +,,,,,1704,PA line cm Mark,,chartevents,225758,,,,,carevue,,, +,,,,,392,Inc #1 [Drainage],,chartevents,225090,,,,,carevue,,, +,,,,,3400,ETT Size,,chartevents,223836,,,,,carevue,,, +,,,,,3459,High Pressure Relief,,chartevents,222792,,,,,carevue,,, +,,IT,,,224738,Inspiratory Time,sec,chartevents,222354,Respiratory,,,,metavision,,Numeric, +,,,,,732,Waveform-Vent,,chartevents,221607,,,,,carevue,,, +,,HR Alarm - Low,,,220047,Heart Rate Alarm - Low,bpm,chartevents,216035,Alarms,,,,metavision,,Numeric, +,,HR Alarm - High,,,220046,Heart rate Alarm - High,bpm,chartevents,215878,Alarms,,,,metavision,,Numeric, +,,,,,6208,Ve High,,chartevents,215528,,,,,carevue,,, +,,,,,3404,ETT Taped at (cm),,chartevents,215427,,,,,carevue,,, +,,,,,284,INV#2 WaveformAppear,,chartevents,215212,,,,,carevue,,, +,,,,,131,Compliance (40-60ml),,chartevents,215208,,,,,carevue,,, +,,,,,3294,Abdominal Girth (cm),,chartevents,214382,,,,,carevue,,, +,,SpO2 Alarm - Low,,,223770,O2 Saturation Pulseoxymetry Alarm - Low,%,chartevents,213457,Alarms,,,,metavision,,Numeric, +,,,,,3419,Eye Shields,,chartevents,213308,,,,,carevue,,, +,,SpO2 Alarm - High,,,223769,O2 Saturation Pulseoxymetry Alarm - High,%,chartevents,212442,Alarms,,,,metavision,,Numeric, +,,,,,3555,PEEP Alarm,,chartevents,212293,,,,,carevue,,, +,,Resp Alarm - High,,,224161,Resp Alarm - High,insp/min,chartevents,211533,Alarms,,,,metavision,,Numeric, +,,Resp Alarm - Low,,,224162,Resp Alarm - Low,insp/min,chartevents,211394,Alarms,,,,metavision,,Numeric, +,,,,,8428,Inc #1 [Status],,chartevents,209405,,,,,carevue,,, +,,Expiratory Ratio,,,226871,Expiratory Ratio,None,chartevents,207294,Respiratory,,,,metavision,,Numeric, +,,Inspiratory Ratio,,,226873,Inspiratory Ratio,None,chartevents,206831,Respiratory,,,,metavision,,Numeric, +,,,,,3642,Sutures,,chartevents,205748,,,,,carevue,,, +,,O2 Flow,,,223834,O2 Flow,L/min,chartevents,202279,Respiratory,,,,metavision,,Numeric, +,,SpO2 Desat Limit,,,226253,SpO2 Desat Limit,%,chartevents,200815,Alarms,,,,metavision,,Numeric, +,,,,,241,INV Line#3 [Type],,chartevents,199784,,,,,carevue,,, +,,,,,3340,Bruising [Existence],,chartevents,199573,,,,,carevue,,, +,,,,,8535,Stool [Color],,chartevents,198939,,,,,carevue,,, +,,,,,5907,Bag and Mask Present,,chartevents,198630,,,,,carevue,,, +,,,,,5912,Sx Equip Functioning,,chartevents,198593,,,,,carevue,,, +,,,,,3487,Lesions,,chartevents,197843,,,,,carevue,,, +,,Fspn High,,,223875,Fspn High,insp/min,chartevents,195705,Respiratory,,,,metavision,,Numeric, +,,,,,8394,INV Line#3 [Site],,chartevents,195407,,,,,carevue,,, +,,,,,627,SVRI,,chartevents,195026,,,,,carevue,,, +,,,,,3451,Head Circ (cm),,chartevents,190015,,,,,carevue,,, +,,,,,412,Incision/Wound #2,,chartevents,189425,,,,,carevue,,, +,,,,,230,INV Line#1 Zero/Cal,,chartevents,188587,,,,,carevue,,, +,,Arterial Line Dressing Occlusive,,,227292,Arterial Line Dressing Occlusive,,chartevents,182071,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,202,GI#1 Tube PlaceCheck,,chartevents,180349,,,,,carevue,,, +,,20 Gauge Dressing Occlusive,,,227368,20 Gauge Dressing Occlusive,,chartevents,179907,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,Arterial Line placed in outside facility,,,226107,Arterial Line placed in outside facility,,chartevents,179250,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,8517,FIO2 Alarm [High],,chartevents,179193,,,,,carevue,,, +,,,,,3615,Sheepskin,,chartevents,178761,,,,,carevue,,, +,,20 Gauge placed in outside facility,,,226138,20 Gauge placed in outside facility,,chartevents,178564,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,,,,5818,PAP Alarm [Low],,chartevents,178415,,,,,carevue,,, +,,,,,430,LVSW,,chartevents,175313,,,,,carevue,,, +,,,,,8552,PAP Alarm [High],,chartevents,174513,,,,,carevue,,, +,,,,,431,LVSWI,,chartevents,173551,,,,,carevue,,, +,,,,,3512,Mom in to Visit,,chartevents,172779,,,,,carevue,,, +,,,,,51200,EOSINOPHILS,,labevents,172144,HEMATOLOGY,,BLOOD,711-2,,,, +,,,,,439,MDI #1 [Puff],,chartevents,171714,,,,,carevue,,, +,,,,,662,Stroke Volume,,chartevents,171677,,,,,carevue,,, +,,,,,3570,Phototherapy Light,,chartevents,170348,,,,,carevue,,, +,,,,,8437,MDI #1 [Drug],,chartevents,170037,,,,,carevue,,, +,,,,,625,SVI,,chartevents,169190,,,,,carevue,,, +,,,,,421,LCW,,chartevents,165928,,,,,carevue,,, +,,,,,244,INV Line#3SiteAppear,,chartevents,165720,,,,,carevue,,, +,,,,,8390,GI#1 Tube [Drain],,chartevents,164952,,,,,carevue,,, +,,,,,422,LCWI,,chartevents,164270,,,,,carevue,,, +,,,,,50812,INTUBATED,,labevents,163680,BLOOD GAS,,BLOOD,,,,, +,,,,,3513,Moro Reflex,,chartevents,160636,,,,,carevue,,, +,,,,,386,Inc #1 [Closure],,chartevents,159386,,,,,carevue,,, +,,,,,664,Swan SVO2,,chartevents,157518,,,,,carevue,,, +,,,,,356,ImpSkin Treatment #1,,chartevents,157097,,,,,carevue,,, +,,,,,3466,IV #2 [Location],,chartevents,156270,,,,,carevue,,, +,,NBP Alarm - Low,,,223752,Non-Invasive Blood Pressure Alarm - Low,mmHg,chartevents,155167,Alarms,,,,metavision,,Numeric, +,,NBP Alarm - High,,,223751,Non-Invasive Blood Pressure Alarm - High,mmHg,chartevents,155051,Alarms,,,,metavision,,Numeric, +,,,,,8522,IV #2 [Location],,chartevents,154730,,,,,carevue,,, +,,,,,321,IV Site #2,,chartevents,153917,,,,,carevue,,, +,,,,,40076,Chest Tubes CTICU CT 1,,outputevents,152716,,,,,carevue,,, +,,,,,375,Impaired Skin Site#2,,chartevents,152584,,,,,carevue,,, +,,,,,3337,Breath Rate,,chartevents,151490,,,,,carevue,,, +,,,,,7915,Pt./Family Informed,,chartevents,150793,,,,,carevue,,, +,,,,,4188,Length in cm,,chartevents,149004,,,,,carevue,,, +,,,,,4187,Length Calc Inches,,chartevents,149003,,,,,carevue,,, +,,,,,236,INV Line#2 Zero/Cal,,chartevents,148587,,,,,carevue,,, +,,,,,3591,Prong Size,,chartevents,148273,,,,,carevue,,, +,,,,,522,Pain Cause,,chartevents,147906,,,,,carevue,,, +,,,,,167,Education Learner,,chartevents,147596,,,,,carevue,,, +,,,,,221,I:E Ratio,,chartevents,147358,,,,,carevue,,, +,,,,,465,Neuro Symptoms,,chartevents,146837,,,,,carevue,,, +,,Multi Lumen Dressing Occlusive,,,227293,Multi Lumen Dressing Occlusive,,chartevents,144018,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,524,Pain Level (Rest),,chartevents,143913,,,,,carevue,,, +,,,,,629,Seizure Activity,,chartevents,143889,,,,,carevue,,, +,,,,,2000,Inspiratory Time,,chartevents,143870,,,,,carevue,,, +,,,,,169,Education Readiness,,chartevents,143709,,,,,carevue,,, +,,,,,399,Inc #2 [Dressing],,chartevents,143501,,,,,carevue,,, +,,,,,1044,Pain Level,,chartevents,143010,,,,,carevue,,, +,,PO2 (Arterial),,,220224,Arterial O2 pressure,mmHg,chartevents,140229,Labs,,,,metavision,,Numeric, +,,Multi Lumen placed in outside facility,,,226113,Multi Lumen placed in outside facility,,chartevents,140058,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,168,Education Method,,chartevents,139978,,,,,carevue,,, +,,,,,165,Education Barrier,,chartevents,137351,,,,,carevue,,, +,,,,,344,ImpSkin Character #1,,chartevents,135852,,,,,carevue,,, +,,,,,170,Education Response,,chartevents,135441,,,,,carevue,,, +,,,,,5909,ID band(s) on,,chartevents,135321,,,,,carevue,,, +,,,,,8416,Inc #1 [Appearance],,chartevents,134392,,,,,carevue,,, +,,,,,645,Skin [Temperature],,chartevents,133218,,,,,carevue,,, +,,18 Gauge Dressing Occlusive,,,227367,18 Gauge Dressing Occlusive,,chartevents,132549,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,,,,659,Stool [Color],,chartevents,132483,,,,,carevue,,, +,,,,,8475,Skin Condition,,chartevents,132435,,,,,carevue,,, +,,,,,50910,CREATINE KINASE (CK),,labevents,132404,CHEMISTRY,,BLOOD,2157-6,,,, +,,,,,8510,Bruising [Location],,chartevents,131586,,,,,carevue,,, +,,18 Gauge placed in outside facility,,,226137,18 Gauge placed in outside facility,,chartevents,131516,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,,,,8478,Stool [Consistency],,chartevents,129703,,,,,carevue,,, +,,,,,50825,TEMPERATURE,,labevents,129454,BLOOD GAS,,BLOOD,,,,, +,,Subglottal Suctioning,,,226169,Subglottal Suctioning,,chartevents,129295,Treatments,,,,metavision,,Checkbox, +,,Odor #1,,,224564,Impaired Skin Odor #1,,chartevents,128451,Skin - Impairment,,,,metavision,,Checkbox, +,,,,,50816,OXYGEN,,labevents,127978,BLOOD GAS,,BLOOD,19994-3,,,, +,,PAPd,,,220060,Pulmonary Artery Pressure diastolic,mmHg,chartevents,127168,Hemodynamics,,,,metavision,,Numeric, +,,,,,300,IV #3 [Site],,chartevents,126248,,,,,carevue,,, +,,,,,95,CT #1 Dressing,,chartevents,125810,,,,,carevue,,, +,,Eye Care,,,225184,Eye Care,,chartevents,125581,Treatments,,,,metavision,,Checkbox, +,,Inspired Gas Temp.,,,223872,Inspired Gas Temp.,?C,chartevents,124630,Respiratory,,,,metavision,,Numeric, +,,,,,166,Education Handout,,chartevents,124039,,,,,carevue,,, +,,,,,579,PressureReduceDevice,,chartevents,121958,,,,,carevue,,, +,,,,,8429,Inc #2 [Status],,chartevents,121374,,,,,carevue,,, +,,,,,122,Chest Tube Site #1,,chartevents,121306,,,,,carevue,,, +,,,,,616,Respiratory Effort,,chartevents,120931,,,,,carevue,,, +,,,,,8402,IV #3 [Size],,chartevents,120183,,,,,carevue,,, +,,PSV Level,,,224701,PSV Level,cmH2O,chartevents,117872,Respiratory,,,,metavision,,Numeric, +,,,,,5908,Feeding Label Match,,chartevents,117518,,,,,carevue,,, +,,,,,393,Inc #2 [Drainage],,chartevents,117010,,,,,carevue,,, +,,,,,413,Incision/Wound #3,,chartevents,116100,,,,,carevue,,, +,,,,,51498,SPECIFIC GRAVITY,,labevents,115866,HEMATOLOGY,,URINE,5811-5,,,, +,,,,,50911,"CREATINE KINASE, MB ISOENZYME",,labevents,115807,CHEMISTRY,,BLOOD,6773-6,,,, +,,,,,97,CT #1 Suction Amount,,chartevents,115194,,,,,carevue,,, +,,,,,576,Pressure Sore Site#1,,chartevents,115045,,,,,carevue,,, +,,,,,136,Cough Effort,,chartevents,113825,,,,,carevue,,, +,,,,,139,Cough/Deep Breathe,,chartevents,113445,,,,,carevue,,, +,,,,,582,Procedures,,chartevents,112754,,,,,carevue,,, +,,,,,661,Stool Management,,chartevents,112374,,,,,carevue,,, +,,,,,5911,L&D bands(s) on,,chartevents,111084,,,,,carevue,,, +,,,,,660,Stool Guaiac,,chartevents,109999,,,,,carevue,,, +,,,,,172,Education Topic #2,,chartevents,109269,,,,,carevue,,, +,,,,,5905,Alarms Checked,,chartevents,108001,,,,,carevue,,, +,,20 Gauge placed in the field,,,228100,20 Gauge placed in the field,,chartevents,106779,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,,,,216,Height of Bed,,chartevents,106694,,,,,carevue,,, +,,,,,51492,PROTEIN,,labevents,106418,HEMATOLOGY,,URINE,5804-0,,,, +,,,,,94,CT #1 Drainage,,chartevents,105778,,,,,carevue,,, +,,,,,3385,Dad in to visit,,chartevents,105541,,,,,carevue,,, +,,ST Segment Monitoring On,,,228305,ST Segment Monitoring On,,chartevents,104325,Alarms,,,,metavision,,Checkbox, +,,,,,515,Pacemaker Mode,,chartevents,103255,,,,,carevue,,, +,,,,,692,Tracheostomy Type,,chartevents,102953,,,,,carevue,,, +,,,,,96,CT #1 [Fluctuate],,chartevents,102713,,,,,carevue,,, +,,,,,362,ImpSkin Wound Base#1,,chartevents,102484,,,,,carevue,,, +,,,,,51514,UROBILINOGEN,,labevents,101816,HEMATOLOGY,,URINE,5818-0,,,, +,,,,,51484,KETONE,,labevents,101623,HEMATOLOGY,,URINE,5797-6,,,, +,,,,,326,IV Site Appear #3,,chartevents,100880,,,,,carevue,,, +,,,,,51508,URINE COLOR,,labevents,100376,HEMATOLOGY,,URINE,5778-6,,,, +,,,,,51506,URINE APPEARANCE,,labevents,99838,HEMATOLOGY,,URINE,5767-9,,,, +,,,,,51466,BLOOD,,labevents,99725,HEMATOLOGY,,URINE,5794-3,,,, +,,,,,51487,NITRITE,,labevents,99674,HEMATOLOGY,,URINE,5802-4,,,, +,,,,,6206,Tank A psi.,,chartevents,99664,,,,,carevue,,, +,,,,,6207,Tank B psi.,,chartevents,99438,,,,,carevue,,, +,,,,,226,ICP,,chartevents,99205,,,,,carevue,,, +,,,,,545,Plateau-Off,,chartevents,98757,,,,,carevue,,, +,,,,,285,INV#3 WaveformAppear,,chartevents,98467,,,,,carevue,,, +,,,,,8373,CT #1 [Leak],,chartevents,98317,,,,,carevue,,, +,,,,,51486,LEUKOCYTES,,labevents,97624,HEMATOLOGY,,URINE,5799-2,,,, +,,,,,688,Trach [Cuff],,chartevents,97114,,,,,carevue,,, +,,,,,8479,Trach [Fenestra],,chartevents,96458,,,,,carevue,,, +,,,,,47,Angio Site #1,,chartevents,96363,,,,,carevue,,, +,,ICP,,,220765,Intra Cranial Pressure,mmHg,chartevents,92306,Hemodynamics,,,,metavision,,Numeric, +,,,,,3405,Edema [Existence],,chartevents,92097,,,,,carevue,,, +,,High risk (>51) interventions,,,227349,High risk (>51) interventions,,chartevents,91625,Restraint/Support Systems,,,,metavision,,Checkbox, +,,,,,400,Inc #3 [Dressing],,chartevents,91305,,,,,carevue,,, +,,,,,3518,Murmur Intensity,,chartevents,91270,,,,,carevue,,, +,,,,,352,ImpSkin #1 [Drain],,chartevents,90352,,,,,carevue,,, +,,,,,3467,IV #3 [Location],,chartevents,90252,,,,,carevue,,, +,,,,,436,Low Insp. Pressure,,chartevents,89617,,,,,carevue,,, +,,,,,8523,IV #3 [Location],,chartevents,89496,,,,,carevue,,, +,,,,,322,IV Site #3,,chartevents,89037,,,,,carevue,,, +,,,,,201,GI Intub #2 [Type],,chartevents,88104,,,,,carevue,,, +,,,,,640,Significant Events,,chartevents,87308,,,,,carevue,,, +,,,,,8389,GI Intub #2 [Site],,chartevents,86894,,,,,carevue,,, +,,,,,207,GU Catheter Size,,chartevents,86350,,,,,carevue,,, +,,,,,247,INV Line#4 [Type],,chartevents,86170,,,,,carevue,,, +,,ABP Alarm - Low,,,220056,Arterial Blood Pressure Alarm - Low,mmHg,chartevents,86157,Alarms,,,,metavision,,Numeric, +,,,,,3556,PIP Alarm,,chartevents,86135,,,,,carevue,,, +,,ABP Alarm - High,,,220058,Arterial Blood Pressure Alarm - High,mmHg,chartevents,86083,Alarms,,,,metavision,,Numeric, +,,,,,92,CPP,,chartevents,85576,,,,,carevue,,, +,,,,,51519,YEAST,,labevents,85465,HEMATOLOGY,,URINE,5822-2,,,, +,,PICC Line Dressing Occlusive,,,227358,PICC Line Dressing Occlusive,,chartevents,84822,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,8395,INV Line#4 [Site],,chartevents,84447,,,,,carevue,,, +,,,,,521,Pacer Wires Vent,,chartevents,84249,,,,,carevue,,, +,,,,,519,Pacer Wires Atrial,,chartevents,83348,,,,,carevue,,, +,,,,,440,MDI #2 [Puff],,chartevents,83274,,,,,carevue,,, +,,,,,51476,EPITHELIAL CELLS,,labevents,83206,HEMATOLOGY,,URINE,5787-7,,,, +,,,,,357,ImpSkin Treatment #2,,chartevents,82680,,,,,carevue,,, +,,,,,8438,MDI #2 [Drug],,chartevents,82598,,,,,carevue,,, +,,Ventilator Tank #1,,,227565,Ventilator Tank #1,None,chartevents,82167,Respiratory,,,,metavision,,Numeric, +,,Ventilator Tank #2,,,227566,Ventilator Tank #2,None,chartevents,82115,Respiratory,,,,metavision,,Numeric, +,,,,,40054,Stool Out Stool,,outputevents,81828,,,,,carevue,,, +,,Chest Tube #1,,,226588,Chest Tube #1,mL,outputevents,81128,Output,,,,metavision,,Numeric, +,,PICC Line placed in outside facility,,,226115,PICC Line placed in outside facility,,chartevents,80818,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,138,Cough Type,,chartevents,80643,,,,,carevue,,, +,,,,,591,RLE [Temperature],,chartevents,80609,,,,,carevue,,, +,,,,,721,Ventilator No.,,chartevents,80068,,,,,carevue,,, +,,,,,114,CaO2,,chartevents,79866,,,,,carevue,,, +,,,,,8468,RLE [Color],,chartevents,79345,,,,,carevue,,, +,,18 Gauge placed in the field,,,228099,18 Gauge placed in the field,,chartevents,78672,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,Arterial Line Zero/Calibrate,,,225210,Arterial Line Zero/Calibrate,,chartevents,78475,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,394,Inc #3 [Drainage],,chartevents,78293,,,,,carevue,,, +,,Smoking Cessation Info Offered via Inpatient Guide,,,227688,Smoking Cessation Info Offered through BIDMC Inpatient Guide,,chartevents,78170,Adm History/FHPA,,,,metavision,,Checkbox, +,,CPP,,,227066,Cerebral Perfusion Pressure,mmHg,chartevents,77626,Hemodynamics,,,,metavision,,Numeric, +,,,,,50827,VENTILATION RATE,,labevents,77611,BLOOD GAS,,BLOOD,,,,, +,,,,,588,RCW,,chartevents,77398,,,,,carevue,,, +,,,,,601,RVSW,,chartevents,77095,,,,,carevue,,, +,,,,,8454,Pain Management [Route/Status #2],,chartevents,76913,,,,,carevue,,, +,,Cough/Deep Breath,,,225188,Cough/Deep Breath,,chartevents,76848,Treatments,,,,metavision,,Checkbox, +,,,,,376,Impaired Skin Site#3,,chartevents,76767,,,,,carevue,,, +,,,,,3511,Mom held Infant,,chartevents,76739,,,,,carevue,,, +,,,,,43,Angio Appearance #1 [Attribute 1],,chartevents,76092,,,,,carevue,,, +,,,,,589,RCWI,,chartevents,75808,,,,,carevue,,, +,,,,,51144,BANDS,,labevents,75588,HEMATOLOGY,,BLOOD,763-3,,,, +,,,,,602,RVSWI,,chartevents,75515,,,,,carevue,,, +,,,,,518,Pacer Wire Condition,,chartevents,74408,,,,,carevue,,, +,,,,,517,Pacer Rate,,chartevents,74351,,,,,carevue,,, +,,,,,123,Chest Tube Site #2,,chartevents,73454,,,,,carevue,,, +,,,,,51463,BACTERIA,,labevents,73412,HEMATOLOGY,,URINE,5769-5,,,, +,,Odor #2,,,224923,Impaired Skin Odor #2,,chartevents,73139,Skin - Impairment,,,,metavision,,Checkbox, +,,,,,424,LLE [Temp],,chartevents,72618,,,,,carevue,,, +,,,,,691,Tracheostomy Cuff,,chartevents,72552,,,,,carevue,,, +,,,,,135,Corneal Reflex [Right],,chartevents,72276,,,,,carevue,,, +,,,,,345,ImpSkin Character #2,,chartevents,72256,,,,,carevue,,, +,,,,,8435,LLE [Color],,chartevents,71349,,,,,carevue,,, +,,,,,8380,Corneal Reflex [Left],,chartevents,70854,,,,,carevue,,, +,,,,,3630,Stimulation,,chartevents,70807,,,,,carevue,,, +,,,,,8514,Edema [Location],,chartevents,70421,,,,,carevue,,, +,,,,,250,INV Line#4SiteAppear,,chartevents,70143,,,,,carevue,,, +,,,,,3598,Related Activity,,chartevents,70041,,,,,carevue,,, +,,,,,140,Cuff Leak,,chartevents,69457,,,,,carevue,,, +,,,,,8430,Inc #3 [Status],,chartevents,69429,,,,,carevue,,, +,,,,,3563,Parent Called,,chartevents,69167,,,,,carevue,,, +,,,,,3543,O2 Administration,,chartevents,68508,,,,,carevue,,, +,,,,,1811,Mouth Care,,chartevents,68481,,,,,carevue,,, +,,,,,1191,Glucometer,,chartevents,67861,,,,,carevue,,, +,,,,,205,GI#2 Tube [Status],,chartevents,67449,,,,,carevue,,, +,,,,,3494,Lowest Heart Rate,,chartevents,67072,,,,,carevue,,, +,,,,,242,INV Line#3 Zero/Cal,,chartevents,66479,,,,,carevue,,, +,,,,,163,Edema #1 [Location],,chartevents,66326,,,,,carevue,,, +,,,,,8422,Inc #1 [Amount],,chartevents,66056,,,,,carevue,,, +,,,,,50956,LIPASE,,labevents,65375,CHEMISTRY,,BLOOD,3040-3,,,, +,,,,,45,Angio Dressing #1,,chartevents,65003,,,,,carevue,,, +,,,,,410,Incentive Spirometry,,chartevents,64693,,,,,carevue,,, +,,,,,3495,Lowest SaO2,,chartevents,64613,,,,,carevue,,, +,,,,,3631,Stool Hemoccult,,chartevents,64365,,,,,carevue,,, +,,,,,3447,Glucose Monitor #,,chartevents,63984,,,,,carevue,,, +,,,,,567,PressSoreTreatment#1,,chartevents,63909,,,,,carevue,,, +,,,,,604,Radiologic Study,,chartevents,63713,,,,,carevue,,, +,,,,,50867,AMYLASE,,labevents,63664,CHEMISTRY,,BLOOD,1798-8,,,, +,,,,,50920,ESTIMATED GFR (MDRD EQUATION),,labevents,63253,CHEMISTRY,,BLOOD,33914-3,,,, +,,Void,,,226560,Void,mL,outputevents,63020,Output,,,,metavision,,Numeric, +,,,,,3614,Sensitivity,,chartevents,62810,,,,,carevue,,, +,,,,,40286,Ultrafiltrate Ultrafiltrate,,outputevents,62381,,,,,carevue,,, +,,Bed Bath,,,225313,Bed Bath,,chartevents,62146,Treatments,,,,metavision,,Checkbox, +,,,,,8383,Edema #1 [Amount],,chartevents,61833,,,,,carevue,,, +,,Blood Temp CCO (C),,,226329,Blood Temperature CCO (C),?C,chartevents,61763,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,51233,HYPOCHROMIA,,labevents,61634,HEMATOLOGY,,BLOOD,728-6,,,, +,,,,,51137,ANISOCYTOSIS,,labevents,61381,HEMATOLOGY,,BLOOD,702-1,,,, +,,SvO2,,,223772,SvO2,%,chartevents,61268,Hemodynamics,,,,metavision,,Numeric, +,,CO (CCO),,,224842,Cardiac Output (CCO),L/min,chartevents,61260,Hemodynamics,,,,metavision,,Numeric, +,,,,,51246,MACROCYTES,,labevents,60837,HEMATOLOGY,,BLOOD,738-5,,,, +,,,,,50828,VENTILATOR,,labevents,60544,BLOOD GAS,,BLOOD,,,,, +,,,,,118,Cerv Collar Status,,chartevents,60292,,,,,carevue,,, +,,,,,152,Dialysis Type,,chartevents,59917,,,,,carevue,,, +,,,,,119,Cervical Collar Type,,chartevents,59610,,,,,carevue,,, +,,,,,3565,Parent Info given,,chartevents,59509,,,,,carevue,,, +,,,,,51251,METAMYELOCYTES,,labevents,59207,HEMATOLOGY,,BLOOD,28541-1,,,, +,,,,,51255,MYELOCYTES,,labevents,59159,HEMATOLOGY,,BLOOD,26498-6,,,, +,,,,,611,Replace Rate ml/hr,,chartevents,59035,,,,,carevue,,, +,,,,,79,Blood Flow ml/min,,chartevents,59033,,,,,carevue,,, +,,,,,148,Dialysis Access Site,,chartevents,58935,,,,,carevue,,, +,,,,,149,Dialysis Access Type,,chartevents,58636,,,,,carevue,,, +,,Access Pressure,,,224149,Access Pressure,mmHg,chartevents,58492,Dialysis,,,,metavision,,Numeric, +,,Filter Pressure,,,224150,Filter Pressure,mmHg,chartevents,58454,Dialysis,,,,metavision,,Numeric, +,,Effluent Pressure,,,224151,Effluent Pressure,mmHg,chartevents,58383,Dialysis,,,,metavision,,Numeric, +,,Return Pressure,,,224152,Return Pressure,mmHg,chartevents,58351,Dialysis,,,,metavision,,Numeric, +,,,,,51252,MICROCYTES,,labevents,58059,HEMATOLOGY,,BLOOD,741-9,,,, +,,,,,142,Current Goal,,chartevents,58045,,,,,carevue,,, +,,,,,530,Peak Flow,,chartevents,56368,,,,,carevue,,, +,,,,,29,Access mmHg,,chartevents,56113,,,,,carevue,,, +,,,,,363,ImpSkin Wound Base#2,,chartevents,56102,,,,,carevue,,, +,,,,,146,Dialysate Flow ml/hr,,chartevents,55936,,,,,carevue,,, +,,,,,51267,POIKILOCYTOSIS,,labevents,55886,HEMATOLOGY,,BLOOD,779-9,,,, +,,,,,192,Filter Pressure mmHg,,chartevents,55454,,,,,carevue,,, +,,,,,624,Return Pressure mmHg,,chartevents,55380,,,,,carevue,,, +,,,,,665,System Integrity,,chartevents,55358,,,,,carevue,,, +,,,,,147,Dialysate Infusing,,chartevents,55140,,,,,carevue,,, +,,,,,612,Replace.Fluid Infuse,,chartevents,55105,,,,,carevue,,, +,,,,,468,O2 Delivery Device#2,,chartevents,54799,,,,,carevue,,, +,,,,,51009,VANCOMYCIN,,labevents,54744,CHEMISTRY,,BLOOD,20578-1,,,, +,,,,,173,Effluent Press mmHg,,chartevents,54733,,,,,carevue,,, +,,,,,464,Neuro Drain Type,,chartevents,54305,,,,,carevue,,, +,,,,,387,Inc #2 [Closure],,chartevents,54151,,,,,carevue,,, +,,,,,3374,Color Change,,chartevents,54077,,,,,carevue,,, +,,,,,1699,GI Tube #2 [Site],,chartevents,53989,,,,,carevue,,, +,,,,,463,Neuro Drain Status,,chartevents,53296,,,,,carevue,,, +,,Site Length #1,,,224562,Impaired Skin Length #1,cm,chartevents,53288,Skin - Impairment,,,,metavision,,Numeric, +,,,,,8493,GI Tube #2 [Site],,chartevents,53277,,,,,carevue,,, +,,,,,3690,Water Pillow,,chartevents,53071,,,,,carevue,,, +,,,,,3306,Apnea [Existence],,chartevents,52321,,,,,carevue,,, +,,Intravenous / IV access prior to admission,,,225103,Intravenous / IV access prior to admission,,chartevents,52107,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,3599,Remote Alarm [S],,chartevents,51999,,,,,carevue,,, +,,,,,1045,Pain Level/Response,,chartevents,51942,,,,,carevue,,, +,,Site Width #1,,,224846,Impaired Skin Width #1,cm,chartevents,51206,Skin - Impairment,,,,metavision,,Numeric, +,,,,,8531,Remote Alarm [D],,chartevents,51156,,,,,carevue,,, +,,,,,471,O2 Flow (lpm) #2,,chartevents,50718,,,,,carevue,,, +,,,,,926,Religion,,chartevents,50706,,,,,carevue,,, +,,,,,462,Neuro Drain [Level],,chartevents,50577,,,,,carevue,,, +,,,,,3403,ETT Sx Quantity,,chartevents,50350,,,,,carevue,,, +,,,,,225,IABP setting,,chartevents,50250,,,,,carevue,,, +,,,,,3551,Oral Sx Quantity,,chartevents,49705,,,,,carevue,,, +,,,,,353,ImpSkin #2 [Drain],,chartevents,49195,,,,,carevue,,, +,,,,,3401,ETT Sx Color,,chartevents,49155,,,,,carevue,,, +,,,,,8443,Neuro Drain [Location],,chartevents,48697,,,,,carevue,,, +,,,,,3681,Ventilator Number,,chartevents,48527,,,,,carevue,,, +,,,,,58,Atrial Pacemaker [mA],,chartevents,48216,,,,,carevue,,, +,,,,,338,Imp Skin Cleanse #1,,chartevents,47963,,,,,carevue,,, +,,,,,461,Neuro Drain Drainage,,chartevents,47855,,,,,carevue,,, +,,,,,51268,POLYCHROMASIA,,labevents,47280,HEMATOLOGY,,BLOOD,10378-8,,,, +,,,,,5683,Hourly PFR,,chartevents,46979,,,,,carevue,,, +,,,,,51087,LENGTH OF URINE COLLECTION,,labevents,46834,CHEMISTRY,,URINE,13362-9,,,, +,,Odor #3,,,224924,Impaired Skin Odor #3,,chartevents,46553,Skin - Impairment,,,,metavision,,Checkbox, +,,,,,3549,Oral Sx Color,,chartevents,45956,,,,,carevue,,, +,,MDI #1 Puff,,,224169,MDI #1 Puff,None,chartevents,45826,Respiratory,,,,metavision,,Numeric, +,,,,,8417,Inc #2 [Appearance],,chartevents,45792,,,,,carevue,,, +,,,,,3311,BP Alarm [Low],,chartevents,45737,,,,,carevue,,, +,,,,,93,CT #1 Crepitus,,chartevents,45611,,,,,carevue,,, +,,,,,303,IV #4 [Site],,chartevents,44526,,,,,carevue,,, +,,,,,51266,PLATELET SMEAR,,labevents,44151,HEMATOLOGY,,BLOOD,778-1,,,, +,,,,,8501,BP Alarm [High],,chartevents,44042,,,,,carevue,,, +,,,,,8371,Atrial Pacemaker [Sensitivity],,chartevents,43994,,,,,carevue,,, +,,,,,3453,Head of Bed,,chartevents,43247,,,,,carevue,,, +,,,,,823,Mixed Venous O2% Sat,,chartevents,43212,Blood Gases,,,,carevue,,, +,,,,,8403,IV #4 [Size],,chartevents,42802,,,,,carevue,,, +,,,,,731,Warming [Device],,chartevents,42787,,,,,carevue,,, +,,Self ADL,,,225092,Self ADL,,chartevents,42648,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,69,BSA,,chartevents,42452,,,,,carevue,,, +,,,,,916,Allergy 1,,chartevents,42452,,,,,carevue,,, +,,,,,919,Service,,chartevents,42452,,,,,carevue,,, +,,,,,920,Admit Ht,,chartevents,42452,,,,,carevue,,, +,,,,,924,Readmission,,chartevents,42452,,,,,carevue,,, +,,,,,925,Marital Status,,chartevents,42452,,,,,carevue,,, +,,,,,927,Allergy 2,,chartevents,42452,,,,,carevue,,, +,,,,,930,Ext,,chartevents,42452,,,,,carevue,,, +,,,,,935,Allergy 3,,chartevents,42452,,,,,carevue,,, +,,,,,917,Diagnosis/op,,chartevents,42450,,,,,carevue,,, +,,,,,358,ImpSkin Treatment #3,,chartevents,42371,,,,,carevue,,, +,,,,,388,Inc #3 [Closure],,chartevents,41559,,,,,carevue,,, +,,22 Gauge Dressing Occlusive,,,227369,22 Gauge Dressing Occlusive,,chartevents,41112,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,,,,286,INV#4 WaveformAppear,,chartevents,40862,,,,,carevue,,, +,,History of slips / falls,,,225094,History of slips / falls,,chartevents,40691,Adm History/FHPA,,,,metavision,,Checkbox, +,,22 Gauge placed in outside facility,,,226139,22 Gauge placed in outside facility,,chartevents,40666,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,Cuff Pressure,,,224417,Cuff Pressure,cmH2O,chartevents,40523,Respiratory,,,,metavision,,Numeric, +,,,,,784,CPK,,chartevents,40429,Enzymes,,,,carevue,,, +,,,,,8485,Warming [Status],,chartevents,40224,,,,,carevue,,, +,,,,,570,PressSoreWoundBase#1,,chartevents,40185,,,,,carevue,,, +,,,,,592,RLE [Sensation],,chartevents,39456,,,,,carevue,,, +,,Incentive Spirometry,,,225189,Incentive Spirometry,,chartevents,39428,Treatments,,,,metavision,,Checkbox, +,,,,,598,RUE [Sensation],,chartevents,39121,,,,,carevue,,, +,,,,,496,PCA Dose,,chartevents,39013,,,,,carevue,,, +,,,,,499,PCA Medication,,chartevents,39009,,,,,carevue,,, +,,,,,7914,Insulin Guideline,,chartevents,38955,,,,,carevue,,, +,,,,,498,PCA Lockout (Min),,chartevents,38953,,,,,carevue,,, +,,,,,493,PCA 1 Hr Limit (mg),,chartevents,38930,,,,,carevue,,, +,,,,,8469,LLE [Sensation],,chartevents,38823,,,,,carevue,,, +,,,,,3370,Cobedding,,chartevents,38505,,,,,carevue,,, +,,,,,427,LUE [Temp],,chartevents,38291,,,,,carevue,,, +,,,,,8472,LUE [Sensation],,chartevents,38134,,,,,carevue,,, +,,,,,102,CT #2 Suction Amount,,chartevents,37777,,,,,carevue,,, +,,,,,446,Micro-Neb Treatment,,chartevents,37653,,,,,carevue,,, +,,,,,100,CT #2 Dressing,,chartevents,37582,,,,,carevue,,, +,,,,,8436,LUE [Color],,chartevents,37542,,,,,carevue,,, +,,,,,327,IV Site Appear #4,,chartevents,37372,,,,,carevue,,, +,,CVP Alarm - High,,,220072,Central Venous Pressure Alarm - High,mmHg,chartevents,37335,Alarms,,,,metavision,,Numeric, +,,CVP Alarm - Low,,,220073,Central Venous Pressure Alarm - Low,mmHg,chartevents,37288,Alarms,,,,metavision,,Numeric, +,,,,,414,Incision/Wound #4,,chartevents,37055,,,,,carevue,,, +,,,,,346,ImpSkin Character #3,,chartevents,37045,,,,,carevue,,, +,,16 Gauge Dressing Occlusive,,,227366,16 Gauge Dressing Occlusive,,chartevents,36654,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,Visual / hearing deficit,,,225087,Visual / hearing deficit,,chartevents,36392,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,8418,Inc #3 [Appearance],,chartevents,36368,,,,,carevue,,, +,,ETOH,,,225106,ETOH,,chartevents,36234,Adm History/FHPA,,,,metavision,,Checkbox, +,,16 Gauge placed in outside facility,,,226136,16 Gauge placed in outside facility,,chartevents,36199,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,,,,151,Dialysis Site Appear,,chartevents,36113,,,,,carevue,,, +,,,,,2921,Delta P,,chartevents,35834,,,,,carevue,,, +,,Multi Lumen Zero/Calibrate,,,225206,Multi Lumen Zero/Calibrate,,chartevents,35785,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Difficulty swallowing,,,225118,Difficulty swallowing,,chartevents,35691,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,3425,FeSO4,,chartevents,35678,,,,,carevue,,, +,,,,,3502,Mean PAW,,chartevents,35644,,,,,carevue,,, +,,,,,508,PT Splint #1 [Location],,chartevents,35510,,,,,carevue,,, +,,,,,3468,IV #4 [Location],,chartevents,35267,,,,,carevue,,, +,,,,,3457,Hertz,,chartevents,35230,,,,,carevue,,, +,,,,,8450,PT Splint #1 [Status],,chartevents,35092,,,,,carevue,,, +,,,,,8524,IV #4 [Location],,chartevents,34975,,,,,carevue,,, +,,,,,5816,ICP Alarm [Low],,chartevents,34967,,,,,carevue,,, +,,,,,323,IV Site #4,,chartevents,34782,,,,,carevue,,, +,,,,,7074,NeoBlue Bank,,chartevents,34685,,,,,carevue,,, +,,,,,551,Pressure Sore #1 [Stage],,chartevents,34380,,,,,carevue,,, +,,,,,3605,Respiratory Support,,chartevents,34339,,,,,carevue,,, +,,,,,3307,Appearance,,chartevents,34319,,,,,carevue,,, +,,,,,554,Press Sore Site #2,,chartevents,34292,,,,,carevue,,, +,,,,,99,CT #2 Drainage,,chartevents,34269,,,,,carevue,,, +,,Dialysis patient,,,225126,Dialysis patient,,chartevents,34174,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,1211,Insp Time %,,chartevents,33868,,,,,carevue,,, +,,Currently experiencing pain,,,225113,Currently experiencing pain,,chartevents,33848,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,8550,ICP Alarm [High],,chartevents,33601,,,,,carevue,,, +,,Dialysis Catheter Dressing Occlusive,,,227357,Dialysis Catheter Dressing Occlusive,,chartevents,33433,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Is the spokesperson the Health Care Proxy,,,225067,Is the spokesperson the Health Care Proxy,,chartevents,33335,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,101,CT #2 [Fluctuate],,chartevents,33209,,,,,carevue,,, +,,,,,253,INV Line#5 [Type],,chartevents,32949,,,,,carevue,,, +,,Site Length #2,,,224916,Impaired Skin Length #2,cm,chartevents,32675,Skin - Impairment,,,,metavision,,Numeric, +,,No wallet / money,,,226179,No wallet / money,,chartevents,32476,Adm History/FHPA,,,,metavision,,Checkbox, +,,Recreational drug use,,,225110,Recreational drug use,,chartevents,32212,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,8396,INV Line#5 [Site],,chartevents,32170,,,,,carevue,,, +,,Dialysis Cath placed in outside facility,,,226118,Dialysis Catheter placed in outside facility,,chartevents,32078,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,8374,CT #2 [Leak],,chartevents,31991,,,,,carevue,,, +,,,,,595,RSBI (<200),,chartevents,31984,,,,,carevue,,, +,,,,,652,Spon. Vt (L) (Mech.),,chartevents,31824,,,,,carevue,,, +,,,,,8365,Angio Appearance #1 [Attribute 2],,chartevents,31742,,,,,carevue,,, +,,,,,3689,Vt [Ventilator],,chartevents,31662,,,,,carevue,,, +,,Site Width #2,,,224951,Impaired Skin Width #2,cm,chartevents,31423,Skin - Impairment,,,,metavision,,Numeric, +,,,,,194,Flow-By (lpm),,chartevents,31379,,,,,carevue,,, +,,,,,55,Assisted Systole,,chartevents,31057,,,,,carevue,,, +,,Any fear in relationships,,,225074,Any fear in relationships,,chartevents,30995,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,497,Patient controlled analgesia (PCA) [Inject],,chartevents,30985,,,,,carevue,,, +,,,,,59,Augmented Diastole,,chartevents,30982,,,,,carevue,,, +,,Special diet,,,225122,Special diet,,chartevents,30876,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,62,BAEDP,,chartevents,30799,,,,,carevue,,, +,,,,,129,Collar Care,,chartevents,30769,,,,,carevue,,, +,,,,,597,RUE [Temperature],,chartevents,30601,,,,,carevue,,, +,,Social work consult,,,225078,Social work consult,,chartevents,30434,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,1397,RSBI (<100),,chartevents,30384,,,,,carevue,,, +,,,,,8449,Patient controlled analgesia (PCA) [Attempt],,chartevents,30368,,,,,carevue,,, +,,,,,195,Flow-by Sensitivity,,chartevents,30331,,,,,carevue,,, +,,,,,8471,RUE [Color],,chartevents,30152,,,,,carevue,,, +,,Odor #4,,,224925,Impaired Skin Odor #4,,chartevents,29513,Skin - Impairment,,,,metavision,,Checkbox, +,,,,,3417,Eye Drainage [Left],,chartevents,29263,,,,,carevue,,, +,,,,,3579,Precordium,,chartevents,29126,,,,,carevue,,, +,,,,,40071,Drain Out #1 Jackson Pratt,,outputevents,28864,,,,,carevue,,, +,,,,,121,Chest PT [Right],,chartevents,28730,,,,,carevue,,, +,,,,,1697,Atrial Pacemaker Sense [mV],,chartevents,28637,,,,,carevue,,, +,,,,,50993,THYROID STIMULATING HORMONE,,labevents,28221,CHEMISTRY,,BLOOD,3016-3,,,, +,,,,,364,ImpSkin Wound Base#3,,chartevents,28171,,,,,carevue,,, +,,,,,3484,Latch On,,chartevents,27827,,,,,carevue,,, +,,,,,3384,Dad held infant,,chartevents,27826,,,,,carevue,,, +,,,,,403,Inc #4 [Dressing],,chartevents,27800,,,,,carevue,,, +,,,,,3477,Infant's Behavior,,chartevents,27756,,,,,carevue,,, +,,,,,3324,BP UAC [Mean],,chartevents,27647,,,,,carevue,,, +,,Sexuality / reproductive problems,,,226180,Sexuality / reproductive problems,,chartevents,27621,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,3325,BP UAC [Systolic],,chartevents,27586,,,,,carevue,,, +,,,,,719,Ventricular Pacemaker [mA],,chartevents,27512,,,,,carevue,,, +,,,,,3638,Suck Reflex,,chartevents,27511,,,,,carevue,,, +,,,,,3660,Time at Breast,,chartevents,27473,,,,,carevue,,, +,,,,,666,Systolic Unloading,,chartevents,27432,,,,,carevue,,, +,,,,,8516,Eye Drainage [Right],,chartevents,27286,,,,,carevue,,, +,,,,,8508,BP UAC [Diastolic],,chartevents,27261,,,,,carevue,,, +,,,,,3329,BehavioralIntervent,,chartevents,27226,,,,,carevue,,, +,,,,,8378,Chest PT [Left],,chartevents,27131,,,,,carevue,,, +,,Emotional / physical / sexual harm,,,225076,Emotional / physical / sexual harm by partner or close relation,,chartevents,27071,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,8406,ImpSkin #1 [Amount],,chartevents,27034,,,,,carevue,,, +,,Cerebral Ventricular #1,,,226606,Cerebral Ventricular #1,mL,outputevents,26915,Drains,,,,metavision,,Numeric, +,,,,,70,BSA - English,,chartevents,26870,,,,,carevue,,, +,,,,,71,BSA - Metric,,chartevents,26870,,,,,carevue,,, +,,,,,50933,GREEN TOP HOLD (PLASMA),,labevents,26855,CHEMISTRY,,BLOOD,,,,, +,,,,,8491,Atrial Pacemaker Sense [mA],,chartevents,26712,,,,,carevue,,, +,,,,,150,Dialysis Machine,,chartevents,26633,,,,,carevue,,, +,,,,,1695,Atr Sens Thresh mV,,chartevents,26615,,,,,carevue,,, +,,,,,3497,MAWP Alarm [Low],,chartevents,26589,,,,,carevue,,, +,,CK (CPK),,,225634,CK (CPK),None,chartevents,26561,Labs,,,,metavision,,Numeric, +,,,,,1696,Atr Stim Thresh mA,,chartevents,26471,,,,,carevue,,, +,,,,,248,INV Line#4 Zero/Cal,,chartevents,26434,,,,,carevue,,, +,,,,,8527,MAWP Alarm [High],,chartevents,26329,,,,,carevue,,, +,,Cordis/Introducer Dressing Occlusive,,,227350,Cordis/Introducer Dressing Occlusive,,chartevents,26311,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,3616,Skeletal Abnormality,,chartevents,26263,,,,,carevue,,, +,,,,,256,INV Line#5SiteAppear,,chartevents,26038,,,,,carevue,,, +,,,,,51100,"SODIUM, URINE",,labevents,25997,CHEMISTRY,,URINE,2955-3,,,, +,,,,,350,ImpSkin #3 [Drain],,chartevents,25902,,,,,carevue,,, +,,TF Residual,,,227510,TF Residual,mL,outputevents,25849,Output,,,,metavision,,Numeric, +,,Temp Pacemaker Wires Venticular,,,223962,Temporary Pacemaker Wires Venticular,None,chartevents,25498,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,40049,Chest Tubes Right Pleural 1,,outputevents,25448,,,,,carevue,,, +,,,,,785,CPK/MB,,chartevents,25336,Enzymes,,,,carevue,,, +,,,,,395,Inc #4 [Drainage],,chartevents,25130,,,,,carevue,,, +,,,,,3520,Muscular Abnormality,,chartevents,25094,,,,,carevue,,, +,,,,,51000,TRIGLYCERIDES,,labevents,24987,CHEMISTRY,,BLOOD,1644-4,,,, +,,Temp Pacemaker Rate,,,224751,Temporary Pacemaker Rate,bpm,chartevents,24924,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,22 Gauge placed in the field,,,228101,22 Gauge placed in the field,,chartevents,24924,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,Cordis/Introducer placed in outside facility,,,226109,Cordis/Introducer placed in outside facility,,chartevents,24786,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Temp Pacemaker Wires Atrial,,,224839,Temporary Pacemaker Wires Atrial,None,chartevents,24754,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,40052,Gastric Nasogastric,,outputevents,24726,,,,,carevue,,, +,,,,,558,Pressure Sore #1 [Drainage],,chartevents,24703,,,,,carevue,,, +,,,,,339,Imp Skin Cleanse #2,,chartevents,24633,,,,,carevue,,, +,,Insulin pump,,,228236,Insulin pump,,chartevents,24585,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,51218,GRANULOCYTE COUNT,,labevents,24375,HEMATOLOGY,,BLOOD,30394-1,,,, +,,,,,40048,Chest Tubes Left Pleural 1,,outputevents,24144,,,,,carevue,,, +,,,,,1705,Vent Sens Thresh mV,,chartevents,24130,,,,,carevue,,, +,,,,,8457,Pressure Sore #1 [Heal],,chartevents,23971,,,,,carevue,,, +,,,,,164,Edema #2 [Location],,chartevents,23926,,,,,carevue,,, +,,,,,56,Atrial Pacemaker [Sense],,chartevents,23857,,,,,carevue,,, +,,,,,50979,RED TOP HOLD,,labevents,23831,CHEMISTRY,,BLOOD,,,,, +,,PA Line cm Mark,,,223773,PA Line cm Mark,cm,chartevents,23690,Hemodynamics,,,,metavision,,Numeric, +,,,,,509,PT Splint #2 [Location],,chartevents,23581,,,,,carevue,,, +,,,,,1707,Vent Stim Thresh mA,,chartevents,23546,,,,,carevue,,, +,,,,,8451,PT Splint #2 [Status],,chartevents,23403,,,,,carevue,,, +,,,,,817,LDH,,chartevents,23374,Enzymes,,,,carevue,,, +,,,,,487,Ostomy [Type],,chartevents,23357,,,,,carevue,,, +,,PCA dose,,,224328,PCA dose,None,chartevents,23170,Pain/Sedation,,,,metavision,,Numeric, +,,LDH,,,220632,LDH,None,chartevents,23125,Labs,,,,metavision,,Numeric, +,,,,,783,Blood Products,,chartevents,23047,Hematology,,,,carevue,,, +,,PCA lockout (min),,,224329,PCA lockout (min),min,chartevents,23044,Pain/Sedation,,,,metavision,,Numeric, +,,PCA 1 hour limit,,,224330,PCA 1 hour limit,None,chartevents,23003,Pain/Sedation,,,,metavision,,Numeric, +,,,,,1391,DO2I,,chartevents,22954,,,,,carevue,,, +,,,,,50908,CK-MB INDEX,,labevents,22911,CHEMISTRY,,BLOOD,20569-0,,,, +,,,,,3576,Position at Breast,,chartevents,22673,,,,,carevue,,, +,,,,,8384,Edema #2 [Amount],,chartevents,22519,,,,,carevue,,, +,,,,,50967,PHENYTOIN,,labevents,22453,CHEMISTRY,,BLOOD,3967-7,,,, +,,,,,8447,Ostomy [Appearance],,chartevents,22435,,,,,carevue,,, +,,,,,8484,Ventricular Pacemaker [Sensitivity],,chartevents,22418,,,,,carevue,,, +,,,,,40059,Gastric Oral Gastric,,outputevents,22099,,,,,carevue,,, +,,,,,50823,REQUIRED O2,,labevents,22057,BLOOD GAS,,BLOOD,,,,, +,,,,,50801,ALVEOLAR-ARTERIAL GRADIENT,,labevents,22016,BLOOD GAS,,BLOOD,19991-9,,,, +,,16 Gauge placed in the field,,,228098,16 Gauge placed in the field,,chartevents,21942,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,Site Length #3,,,224917,Impaired Skin Length #3,cm,chartevents,21929,Skin - Impairment,,,,metavision,,Numeric, +,,,,,50887,BLUE TOP HOLD,,labevents,21880,CHEMISTRY,,BLOOD,,,,, +,,,,,798,Differential-Lymphs,,chartevents,21872,Hematology,,,,carevue,,, +,,,,,799,Differential-Monos,,chartevents,21871,Hematology,,,,carevue,,, +,,,,,797,Differential-Eos,,chartevents,21870,Hematology,,,,carevue,,, +,,,,,796,Differential-Basos,,chartevents,21869,Hematology,,,,carevue,,, +,,,,,800,Differential-Polys,,chartevents,21868,Hematology,,,,carevue,,, +,,MDI #2 Puff,,,224172,MDI #2 Puff,None,chartevents,21800,Respiratory,,,,metavision,,Numeric, +,,,,,8488,GI Prophylaxis [Drug #2],,chartevents,21737,,,,,carevue,,, +,,,,,3346,Caffeine,,chartevents,21721,,,,,carevue,,, +,,Jackson Pratt #1,,,226599,Jackson Pratt #1,mL,outputevents,21665,Drains,,,,metavision,,Numeric, +,,,,,3336,Breast Assessment,,chartevents,21602,,,,,carevue,,, +,,,,,3684,Vitamin E,,chartevents,21569,,,,,carevue,,, +,,Site Width #3,,,224952,Impaired Skin Width #3,cm,chartevents,21435,Skin - Impairment,,,,metavision,,Numeric, +,,,,,775,Amylase,,chartevents,21358,Enzymes,,,,carevue,,, +,,,,,158,ETT Position Change,,chartevents,21348,,,,,carevue,,, +,,Unable to assess psychological,,,225070,Unable to assess psychological,,chartevents,21333,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,3480,InterventionAssess,,chartevents,21190,,,,,carevue,,, +,,,,,134,Cooling [Device],,chartevents,21181,,,,,carevue,,, +,,,,,76,Bath,,chartevents,21076,,,,,carevue,,, +,,,,,377,Impaired Skin Site#4,,chartevents,21042,,,,,carevue,,, +,,,,,3688,Vt [Spontaneous],,chartevents,20801,,,,,carevue,,, +,,,,,705,Untoward Effect,,chartevents,20793,,,,,carevue,,, +,,,,,8369,Atrial Pacemaker [Capture],,chartevents,20762,,,,,carevue,,, +,,,,,1483,RSBI Not Completed,,chartevents,20511,,,,,carevue,,, +,,,,,8433,Inc #4 [Status],,chartevents,20440,,,,,carevue,,, +,,Differential-Basos,,,225639,Differential-Basos,None,chartevents,20425,Labs,,,,metavision,,Numeric, +,,Differential-Lymphs,,,225641,Differential-Lymphs,None,chartevents,20425,Labs,,,,metavision,,Numeric, +,,Differential-Monos,,,225642,Differential-Monos,None,chartevents,20425,Labs,,,,metavision,,Numeric, +,,Differential-Neuts,,,225643,Differential-Neuts,None,chartevents,20425,Labs,,,,metavision,,Numeric, +,,Differential-Eos,,,225640,Differential-Eos,None,chartevents,20424,Labs,,,,metavision,,Numeric, +,,CK-MB,,,227445,CK-MB,None,chartevents,20378,Labs,,,,metavision,,Numeric with tag, +,,,,,153,Diastolic Unloading,,chartevents,20299,,,,,carevue,,, +,,,,,8423,Inc #2 [Amount],,chartevents,20218,,,,,carevue,,, +,,,,,8379,Cooling [Status],,chartevents,20203,,,,,carevue,,, +,,,,,500,PCA Total Dose,,chartevents,20044,,,,,carevue,,, +,,Site Depth #1,,,224563,Impaired Skin Depth #1,cm,chartevents,19805,Skin - Impairment,,,,metavision,,Numeric, +,,,,,472,O2AV,,chartevents,19669,,,,,carevue,,, +,,,,,473,O2AVI,,chartevents,19596,,,,,carevue,,, +,,O2 Flow (additional cannula),,,227287,O2 Flow (additional cannula),L/min,chartevents,19339,Respiratory,,,,metavision,,Numeric, +,,PCA inject,,,224332,PCA inject,None,chartevents,19287,Pain/Sedation,,,,metavision,,Numeric, +,,,,,3303,Ampicillin,,chartevents,19248,,,,,carevue,,, +,,,,,573,Pressure Sore Odor#1,,chartevents,19241,,,,,carevue,,, +,,Odor #5,,,224926,Impaired Skin Odor #5,,chartevents,19225,Skin - Impairment,,,,metavision,,Checkbox, +,,PCA attempt,,,224663,PCA attempt,None,chartevents,19216,Pain/Sedation,,,,metavision,,Numeric, +,,,,,641,Sitter,,chartevents,19013,,,,,carevue,,, +,,,,,3409,Environmental Interv,,chartevents,18968,,,,,carevue,,, +,,,,,564,PressSoreCleansing#1,,chartevents,18948,,,,,carevue,,, +,,,,,8470,ROM [Value],,chartevents,18898,,,,,carevue,,, +,,,,,51093,"OSMOLALITY, URINE",,labevents,18842,CHEMISTRY,,URINE,2695-5,,,, +,,,,,50964,"OSMOLALITY, MEASURED",,labevents,18817,CHEMISTRY,,BLOOD,2692-2,,,, +,,,,,603,Radial Pulse [Right],,chartevents,18682,,,,,carevue,,, +,,CO (Arterial),,,227543,CO (Arterial),L/min,chartevents,18609,Hemodynamics,,,,metavision,,Numeric, +,,,,,51007,URIC ACID,,labevents,18355,CHEMISTRY,,BLOOD,3084-1,,,, +,,,,,141,Cuff Pressure-Airway,,chartevents,18296,,,,,carevue,,, +,,,,,717,Ventricular Pacemaker [Sense],,chartevents,18241,,,,,carevue,,, +,,Unable to assess nutrition / education,,,225117,Unable to assess nutrition / education,,chartevents,18237,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,50952,IRON,,labevents,18207,CHEMISTRY,,BLOOD,2498-4,,,, +,,,,,1430,Nausea and Vomiting,,chartevents,18145,,,,,carevue,,, +,,,,,50903,CHOLESTEROL RATIO (TOTAL/HDL),,labevents,18128,CHEMISTRY,,BLOOD,9322-9,,,, +,,Hematocrit (whole blood - calc),,,226540,Hematocrit (whole blood - calc),None,chartevents,18080,Labs,,,,metavision,,Numeric, +,,,,,1437,Tremor,,chartevents,18009,,,,,carevue,,, +,,,,,1479,IV #1 Reason DC'D,,chartevents,17993,,,,,carevue,,, +,,,,,1421,Anxiety,,chartevents,17992,,,,,carevue,,, +,,,,,1432,Paroxysmal Sweats,,chartevents,17992,,,,,carevue,,, +,,,,,50924,FERRITIN,,labevents,17948,CHEMISTRY,,BLOOD,2276-4,,,, +,,,,,98,CT #2 Crepitus,,chartevents,17903,,,,,carevue,,, +,,,,,1420,Aggitation,,chartevents,17902,,,,,carevue,,, +,,,,,494,PCA Basal Rate,,chartevents,17888,,,,,carevue,,, +,,,,,3538,Nasal Sx Quantity,,chartevents,17735,,,,,carevue,,, +,,,,,40058,Cerebral Drain R Ventricular Drain,,outputevents,17649,,,,,carevue,,, +,,,,,1423,Auditory Disturbance,,chartevents,17587,,,,,carevue,,, +,,,,,3345,CVP Alarm [Low],,chartevents,17541,,,,,carevue,,, +,,,,,1436,Tactile Disturbances,,chartevents,17539,,,,,carevue,,, +,,,,,1428,Headache,,chartevents,17535,,,,,carevue,,, +,,PH (dipstick),,,220734,PH (dipstick),None,chartevents,17524,Labs,,,,metavision,,Numeric, +,,,,,1439,Visual Disturbances,,chartevents,17511,,,,,carevue,,, +,,Discharge needs,,,225133,Discharge needs,,chartevents,17453,Adm History/FHPA,,,,metavision,,Checkbox, +,,CHG Bath,,,228137,CHG Bath,,chartevents,17394,Treatments,,,,metavision,,Checkbox, +,,,,,8511,CVP Alarm [High],,chartevents,17364,,,,,carevue,,, +,,,,,57,Atrial Pacemaker Threshold [Unit],,chartevents,17288,,,,,carevue,,, +,,,,,50998,TRANSFERRIN,,labevents,17285,CHEMISTRY,,BLOOD,2500-7,,,, +,,,,,50953,"IRON BINDING CAPACITY, TOTAL",,labevents,17231,CHEMISTRY,,BLOOD,2500-7,,,, +,,,,,48,Angio Site #2,,chartevents,17218,,,,,carevue,,, +,,,,,1431,Orient/Clouding Sens,,chartevents,17218,,,,,carevue,,, +,,Specific Gravity (urine),,,227471,Specific Gravity (urine),None,chartevents,17199,Labs,,,,metavision,,Numeric with tag, +,,,,,359,ImpSkin Treatment #4,,chartevents,17186,,,,,carevue,,, +,,,,,568,PressSoreTreatment#2,,chartevents,17047,,,,,carevue,,, +,,,,,8473,Radial Pulse [Left],,chartevents,17019,,,,,carevue,,, +,,,,,855,Vancomycin/Random,,chartevents,16993,Drug Level,,,,carevue,,, +,,,,,51539,TACROFK_2,,labevents,16904,CHEMISTRY,,BLOOD,,,,, +,,,,,1424,CIWA Sum Total,,chartevents,16875,,,,,carevue,,, +,,,,,1401,zzO2AV,,chartevents,16808,,,,,carevue,,, +,,,,,1390,DO2,,chartevents,16788,,,,,carevue,,, +,,,,,1402,zzO2AVI,,chartevents,16758,,,,,carevue,,, +,,SVV (Arterial),,,227546,SVV (Arterial),%,chartevents,16753,Hemodynamics,,,,metavision,,Numeric, +,,Unable to assess activity / mobility,,,225091,Unable to assess activity / mobility,,chartevents,16709,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,8391,GI#2 Tube [Drain],,chartevents,16676,,,,,carevue,,, +,,,,,51257,NUCLEATED RED CELLS,,labevents,16568,HEMATOLOGY,,BLOOD,772-4,,,, +,,,,,4171,Time,,chartevents,16508,,,,,carevue,,, +,,Spont Vt,,,224421,Spont Vt,mL,chartevents,16461,Respiratory,,,,metavision,,Numeric, +,,,,,3536,Nasal Sx Color,,chartevents,16432,,,,,carevue,,, +,,Unable to assess teaching / learning needs,,,225129,Unable to assess teaching / learning needs,,chartevents,16322,Adm History/FHPA,,,,metavision,,Checkbox, +,,Trach Care,,,227130,Trach Care,,chartevents,16219,Respiratory,,,,metavision,,Checkbox, +,,,,,51260,OVALOCYTES,,labevents,16180,HEMATOLOGY,,BLOOD,774-0,,,, +,,,,,8370,Atrial Pacemaker Threshold [Value],,chartevents,16006,,,,,carevue,,, +,,,,,466,Nursing Consultation,,chartevents,15679,,,,,carevue,,, +,,,,,287,INV#5 WaveformAppear,,chartevents,15611,,,,,carevue,,, +,,,,,1706,Ventricular Pacemaker Sense [mV],,chartevents,15528,,,,,carevue,,, +,,,,,1063,bath,,chartevents,15527,,,,,carevue,,, +,,,,,3448,Grandparents Visit,,chartevents,15233,,,,,carevue,,, +,,Unable to assess cognitive / perceptual,,,225086,Unable to assess cognitive / perceptual,,chartevents,15224,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,8482,Ventricular Pacemaker [Capture],,chartevents,15205,,,,,carevue,,, +,,,,,389,Inc #4 [Closure],,chartevents,15200,,,,,carevue,,, +,,,,,8407,ImpSkin #2 [Amount],,chartevents,15124,,,,,carevue,,, +,,,,,51482,HYALINE CASTS,,labevents,15122,HEMATOLOGY,,URINE,5796-8,,,, +,,,,,3328,Behavioral State,,chartevents,15058,,,,,carevue,,, +,,See chart for initial patient assessment,,,225175,See chart for initial patient assessment,,chartevents,14848,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,347,ImpSkin Character #4,,chartevents,14810,,,,,carevue,,, +,,,,,1624,PreSep Catheter SVO2,,chartevents,14438,,,,,carevue,,, +,,,,,687,Trach Care,,chartevents,14339,,,,,carevue,,, +,,,,,3407,Enteral In for Calc.,,chartevents,14301,,,,,carevue,,, +,,,,,51512,URINE MUCOUS,,labevents,14204,HEMATOLOGY,,URINE,8247-9,,,, +,,,,,204,GI#2 Tube PlaceCheck,,chartevents,14188,,,,,carevue,,, +,,,,,1517,Readmit <48 hrs,,chartevents,14125,,,,,carevue,,, +,,PCA total dose,,,224665,PCA total dose,None,chartevents,13996,Pain/Sedation,,,,metavision,,Numeric, +,,,,,44,Angio Appearance #2 [Attribute 1],,chartevents,13985,,,,,carevue,,, +,,,,,513,PVRI,,chartevents,13954,,,,,carevue,,, +,,,,,3445,Gentamicin,,chartevents,13866,,,,,carevue,,, +,,,,,795,Differential-Bands,,chartevents,13771,Hematology,,,,carevue,,, +,,Site Length #4,,,224918,Impaired Skin Length #4,cm,chartevents,13752,Skin - Impairment,,,,metavision,,Numeric, +,,,,,3663,Total Enteral/kg/day,,chartevents,13703,,,,,carevue,,, +,,,,,647,Spare Trach Present,,chartevents,13651,,,,,carevue,,, +,,PCA basal rate (mL/hour),,,224331,PCA basal rate (mL/hour),ml/hr,chartevents,13599,Pain/Sedation,,,,metavision,,Numeric, +,,,,,50909,CORTISOL,,labevents,13554,CHEMISTRY,,BLOOD,2143-6,,,, +,,Site Width #4,,,224953,Impaired Skin Width #4,cm,chartevents,13516,Skin - Impairment,,,,metavision,,Numeric, +,,,,,368,ImpSkin #1 [Width],,chartevents,13481,,,,,carevue,,, +,,,,,577,Pressure Sore Site#3,,chartevents,13479,,,,,carevue,,, +,,,,,609,Remote Alarm,,chartevents,13444,,,,,carevue,,, +,,,,,3318,BP PAL [Mean],,chartevents,13412,,,,,carevue,,, +,,,,,3319,BP PAL [Systolic],,chartevents,13380,,,,,carevue,,, +,,,,,124,Chest Tube Site #3,,chartevents,13339,,,,,carevue,,, +,,,,,51104,"UREA NITROGEN, URINE",,labevents,13299,CHEMISTRY,,URINE,3095-7,,,, +,,,,,3566,Parents in to visit,,chartevents,13279,,,,,carevue,,, +,,,,,7075,NeoBlue Mini,,chartevents,13193,,,,,carevue,,, +,,,,,8419,Inc #4 [Appearance],,chartevents,13141,,,,,carevue,,, +,,,,,176,Epi Infusion Rate,,chartevents,13127,,,,,carevue,,, +,,,,,1480,IV #2 Reason DC'D,,chartevents,13099,,,,,carevue,,, +,,,,,8495,Ventricular Pacemaker Sense [mA],,chartevents,12917,,,,,carevue,,, +,,,,,180,Epidural Medication,,chartevents,12874,,,,,carevue,,, +,,Chest Tube #2,,,226589,Chest Tube #2,mL,outputevents,12840,Output,,,,metavision,,Numeric, +,,SV (Arterial),,,227547,SV (Arterial),mL/beat,chartevents,12724,Hemodynamics,,,,metavision,,Numeric, +,,,,,8424,Inc #3 [Amount],,chartevents,12716,,,,,carevue,,, +,,,,,3546,O2 Tubing Present,,chartevents,12665,,,,,carevue,,, +,,Unable to assess pain,,,225112,Unable to assess pain,,chartevents,12539,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,415,Incision/Wound #5,,chartevents,12436,,,,,carevue,,, +,,,,,340,Imp Skin Cleanse #3,,chartevents,12400,,,,,carevue,,, +,,,,,3569,Phototherapy Blanket,,chartevents,12350,,,,,carevue,,, +,,,,,3540,Nipple Type,,chartevents,12319,,,,,carevue,,, +,,,,,2139,EDVI,,chartevents,12317,,,,,carevue,,, +,,,,,50815,O2 FLOW,,labevents,12307,BLOOD GAS,,BLOOD,3151-8,,,, +,,,,,8505,BP PAL [Diastolic],,chartevents,12217,,,,,carevue,,, +,,,,,259,INV Line#6 [Type],,chartevents,12060,,,,,carevue,,, +,,,,,46,Angio Dressing #2,,chartevents,11997,,,,,carevue,,, +,,,,,3578,Potassium Chloride,,chartevents,11981,,,,,carevue,,, +,,,,,50935,HAPTOGLOBIN,,labevents,11970,CHEMISTRY,,BLOOD,4542-7,,,, +,,,,,50976,"PROTEIN, TOTAL",,labevents,11935,CHEMISTRY,,BLOOD,2885-2,,,, +,,,,,51010,VITAMIN B12,,labevents,11868,CHEMISTRY,,BLOOD,2170-9,,,, +,,,,,51523,GR HOLD,,labevents,11849,CHEMISTRY,,URINE,,,,, +,,,,,419,KneeImmobilizeLoc [Right],,chartevents,11835,,,,,carevue,,, +,,,,,50880,BENZODIAZEPINE SCREEN,,labevents,11823,CHEMISTRY,,BLOOD,42662-7,,,, +,,,,,1433,Seizure,,chartevents,11817,,,,,carevue,,, +,,Unable to assess habits,,,225105,Unable to assess habits,,chartevents,11813,Adm History/FHPA,,,,metavision,,Checkbox, +,,Site Depth #2,,,224895,Impaired Skin Depth #2,cm,chartevents,11800,Skin - Impairment,,,,metavision,,Numeric, +,,,,,8397,INV Line#6 [Site],,chartevents,11786,,,,,carevue,,, +,,,,,50879,BARBITURATE SCREEN,,labevents,11761,CHEMISTRY,,BLOOD,3376-1,,,, +,,,,,50999,TRICYCLIC ANTIDEPRESSANT SCREEN,,labevents,11723,CHEMISTRY,,BLOOD,4073-3,,,, +,,,,,571,PressSoreWoundBase#2,,chartevents,11694,,,,,carevue,,, +,,,,,365,ImpSkin Wound Base#4,,chartevents,11510,,,,,carevue,,, +,,,,,380,Inc Cleansing #1,,chartevents,11483,,,,,carevue,,, +,,,,,43176,Blood Out Lab,,outputevents,11471,,,,,carevue,,, +,,PA Catheter Dressing Occlusive,,,227351,PA Catheter Dressing Occlusive,,chartevents,11432,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,3412,Erythromycin Oint.,,chartevents,11364,,,,,carevue,,, +,,Odor #6,,,224927,Impaired Skin Odor #6,,chartevents,11223,Skin - Impairment,,,,metavision,,Checkbox, +,,,,,40072,Drain Out #2 Jackson Pratt,,outputevents,11188,,,,,carevue,,, +,,,,,8410,ImpSkin #1 [Length],,chartevents,11186,,,,,carevue,,, +,,,,,41707,Chest Tubes CTICU CT 2,,outputevents,11172,,,,,carevue,,, +,,,,,179,Epidural Location,,chartevents,11033,,,,,carevue,,, +,,Nasogastric,,,226575,Nasogastric,mL,outputevents,10986,Output,,,,metavision,,Numeric, +,,,,,354,ImpSkin #4 [Drain],,chartevents,10957,,,,,carevue,,, +,,,,,671,TCPCV Insp. Time,,chartevents,10942,,,,,carevue,,, +,,,,,51097,"POTASSIUM, URINE",,labevents,10938,CHEMISTRY,,URINE,2828-2,,,, +,,,,,50986,TACROFK,,labevents,10914,CHEMISTRY,,BLOOD,,,,, +,,,,,670,TCPCV Insp. Pressure,,chartevents,10873,,,,,carevue,,, +,,,,,822,Mixed Venous O2,,chartevents,10859,Blood Gases,,,,carevue,,, +,,,,,697,Traction/Immobile #1,,chartevents,10857,,,,,carevue,,, +,,,,,1429,Insomnia,,chartevents,10846,,,,,carevue,,, +,,PAP Alarm - High,,,220063,Pulmonary Artery Pressure Alarm - High,mmHg,chartevents,10704,Alarms,,,,metavision,,Numeric, +,,,,,1700,GI#3 Intub Site,,chartevents,10687,,,,,carevue,,, +,,,,,75,Baseline Current/mA,,chartevents,10634,,,,,carevue,,, +,,,,,1701,GI Tube #3 [Status],,chartevents,10628,,,,,carevue,,, +,,,,,858,Venous PvCO2,,chartevents,10623,VBG's,,,,carevue,,, +,,,,,193,Flatus,,chartevents,10614,,,,,carevue,,, +,,PAP Alarm - Low,,,220066,Pulmonary Artery Pressure Alarm - Low,mmHg,chartevents,10608,Alarms,,,,metavision,,Numeric, +,,,,,3393,Disease State,,chartevents,10592,,,,,carevue,,, +,,PA Catheter placed in outside facility,,,226114,PA Catheter placed in outside facility,,chartevents,10570,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,186,FIO2 Alarm-Low,,chartevents,10341,,,,,carevue,,, +,,,,,51287,SCHISTOCYTES,,labevents,10339,HEMATOLOGY,,BLOOD,800-3,,,, +,,,,,1426,Drowsiness,,chartevents,10278,,,,,carevue,,, +,,Arctic Sun/Alsius Temp #1 C,,,227632,Arctic Sun/Alsius Temp #1 C,?C,chartevents,10144,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,1434,Slurred Speech,,chartevents,10137,,,,,carevue,,, +,,,,,693,Tract/Imm Location#1,,chartevents,10084,,,,,carevue,,, +,,,,,51283,"RETICULOCYTE COUNT, AUTOMATED",,labevents,10075,HEMATOLOGY,,BLOOD,17849-1,,,, +,,,,,552,Pressure Sore #2 [Stage],,chartevents,10062,,,,,carevue,,, +,,Temp Atrial Sens Setting mV,,,224753,Temporary Atrial Sens Setting mV,mV,chartevents,10051,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,105,CT #3 Dressing,,chartevents,10032,,,,,carevue,,, +,,,,,673,TOF Response/Twitch,,chartevents,10032,,,,,carevue,,, +,,,,,378,Impaired Skin Site#5,,chartevents,9974,,,,,carevue,,, +,,Mixed Venous O2% Sat,,,225674,Mixed Venous O2% Sat,%,chartevents,9867,Labs,,,,metavision,,Numeric, +,,,,,50922,ETHANOL,,labevents,9864,CHEMISTRY,,BLOOD,5642-4,,,, +,,Temp Atrial Stim Setting mA,,,224755,Temporary Atrial Stim Setting mA,mA,chartevents,9847,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,107,CT #3 Suction Amount,,chartevents,9810,,,,,carevue,,, +,,,,,1435,Sustained Nystamus,,chartevents,9791,,,,,carevue,,, +,,,,,672,TCPCV-MAP,,chartevents,9771,,,,,carevue,,, +,,Lipase,,,225672,Lipase,None,chartevents,9766,Labs,,,,metavision,,Numeric, +,,Arctic Sun/Alsius Temp #2 C,,,227634,Arctic Sun/Alsius Temp #2 C,?C,chartevents,9697,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,3759,HGB (10.8-15.8),,chartevents,9685,Heme/Coag,,,,carevue,,, +,,,,,254,INV Line#5 Zero/Cal,,chartevents,9608,,,,,carevue,,, +,,,,,50856,ACETAMINOPHEN,,labevents,9560,CHEMISTRY,,BLOOD,3297-9,,,, +,,CO (thermodilution),,,220088,Cardiac Output (thermodilution),L/min,chartevents,9546,Hemodynamics,,,,metavision,,Numeric, +,,,,,3837,pO2,,chartevents,9485,ABG'S,,,,carevue,,, +,,,,,262,INV Line#6SiteAppear,,chartevents,9475,,,,,carevue,,, +,,,,,74,Base Excess,,chartevents,9468,,,,,carevue,,, +,,,,,457,NMB Medication,,chartevents,9462,,,,,carevue,,, +,,Current Used/mA,,,224662,Current Used/mA,mA,chartevents,9389,Pain/Sedation,,,,metavision,,Numeric, +,,,,,51079,"COCAINE, URINE",,labevents,9387,CHEMISTRY,,URINE,3397-7,,,, +,,Oral Gastric,,,226576,Oral Gastric,mL,outputevents,9344,Output,,,,metavision,,Numeric, +,,,,,628,Sedation Score,,chartevents,9339,,,,,carevue,,, +,,,,,51075,"BENZODIAZEPINE SCREEN, URINE",,labevents,9328,CHEMISTRY,,URINE,3390-2,,,, +,,,,,401,Inc #5 [Dressing],,chartevents,9310,,,,,carevue,,, +,,,,,51071,"AMPHETAMINE SCREEN, URINE",,labevents,9310,CHEMISTRY,,URINE,3349-8,,,, +,,,,,51092,"OPIATE SCREEN, URINE",,labevents,9308,CHEMISTRY,,URINE,3879-4,,,, +,,,,,51074,"BARBITURATE SCREEN, URINE",,labevents,9287,CHEMISTRY,,URINE,3377-9,,,, +,,,,,51090,"METHADONE, URINE",,labevents,9263,CHEMISTRY,,URINE,3773-9,,,, +,,,,,460,Nerve Stimulated,,chartevents,9257,,,,,carevue,,, +,,,,,669,TCPCV I:E Ratio,,chartevents,9170,,,,,carevue,,, +,,,,,3834,WhiteBloodC 4.0-11.0,,chartevents,9162,Heme/Coag,,,,carevue,,, +,,,,,50919,EDTA HOLD,,labevents,9155,CHEMISTRY,,BLOOD,,,,, +,,,,,8434,KneeImmobilizeLoc [Left],,chartevents,9119,,,,,carevue,,, +,,,,,185,FIO2 Alarm-High,,chartevents,9115,,,,,carevue,,, +,,,,,3564,Parent Ed/Support,,chartevents,9091,,,,,carevue,,, +,,,,,50981,SALICYLATE,,labevents,9087,CHEMISTRY,,BLOOD,4023-8,,,, +,,,,,104,CT #3 Drainage,,chartevents,9059,,,,,carevue,,, +,,,,,51296,TEARDROP CELLS,,labevents,8995,HEMATOLOGY,,BLOOD,7791-7,,,, +,,,,,734,Working Pressure,,chartevents,8988,,,,,carevue,,, +,,,,,3483,Kangaroo Care [Time],,chartevents,8965,,,,,carevue,,, +,,Site Length #5,,,224919,Impaired Skin Length #5,cm,chartevents,8932,Skin - Impairment,,,,metavision,,Numeric, +,,,,,8404,ImpSkin #3 [Amount],,chartevents,8836,,,,,carevue,,, +,,ICP Line Dressing Occlusive,,,227363,ICP Line Dressing Occlusive,,chartevents,8778,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,50914,CYCLOSPORIN,,labevents,8777,CHEMISTRY,,BLOOD,3521-2,,,, +,,ICP Line placed in outside facility,,,226129,ICP Line placed in outside facility,,chartevents,8765,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,50925,FOLATE,,labevents,8752,CHEMISTRY,,BLOOD,2284-8,,,, +,,CCO PAC Dressing Occlusive,,,227352,CCO PAC Dressing Occlusive,,chartevents,8734,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,106,CT #3 [Fluctuate],,chartevents,8728,,,,,carevue,,, +,,,,,3438,Fluid In for Calc.,,chartevents,8698,,,,,carevue,,, +,,Site Width #5,,,224954,Impaired Skin Width #5,cm,chartevents,8696,Skin - Impairment,,,,metavision,,Numeric, +,,Amylase,,,220581,Amylase,None,chartevents,8685,Labs,,,,metavision,,Numeric, +,,,,,1422,Ataxia,,chartevents,8682,,,,,carevue,,, +,,,,,3394,Diuril,,chartevents,8620,,,,,carevue,,, +,,Differential-Bands,,,225638,Differential-Bands,None,chartevents,8610,Labs,,,,metavision,,Numeric, +,,,,,3665,Total Fluids/kg/day,,chartevents,8544,,,,,carevue,,, +,,,,,668,TCPCV Fixed I Time,,chartevents,8526,,,,,carevue,,, +,,,,,3488,Lipid Change Q 12 hr,,chartevents,8521,,,,,carevue,,, +,,SYS - Assisted,,,224309,Assisted Systole,mmHg,chartevents,8491,IABP,,,,metavision,,Numeric, +,,AUG,,,224310,Augmented Diastole,mmHg,chartevents,8486,IABP,,,,metavision,,Numeric, +,,Temp Atrial Sens Threshold mV,,,224752,Temporary Atrial Sens Threshold mV,mV,chartevents,8486,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,3611,Sedation,,chartevents,8478,,,,,carevue,,, +,,,,,8375,CT #3 [Leak],,chartevents,8475,,,,,carevue,,, +,,,,,3469,IV #5 [Location],,chartevents,8470,,,,,carevue,,, +,,DIA - Assisted,,,224311,BAEDP,mmHg,chartevents,8448,IABP,,,,metavision,,Numeric, +,,,,,40926,Drain Out #1 JP Medial,,outputevents,8447,,,,,carevue,,, +,,,,,3838,pO2 (other),,chartevents,8446,Other ABGs,,,,carevue,,, +,,Temp Venticular Sens Threshold mV,,,223958,Temporary Venticular Sens Threshold mV,mV,chartevents,8441,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,3740,Base Excess (other),,chartevents,8435,Other ABGs,,,,carevue,,, +,,,,,51151,BURR CELLS,,labevents,8432,HEMATOLOGY,,BLOOD,7790-9,,,, +,,,,,396,Inc #5 [Drainage],,chartevents,8390,,,,,carevue,,, +,,,,,8525,IV #5 [Location],,chartevents,8378,,,,,carevue,,, +,,,,,51288,SEDIMENTATION RATE,,labevents,8377,HEMATOLOGY,,BLOOD,4537-7,,,, +,,,,,3768,LYMPHS,,chartevents,8364,Heme/Coag,,,,carevue,,, +,,,,,3771,MONOs,,chartevents,8364,Heme/Coag,,,,carevue,,, +,,,,,3780,NEUTS,,chartevents,8364,Heme/Coag,,,,carevue,,, +,,SYS - Unassisted,,,224652,Unassisted Systole,mmHg,chartevents,8360,IABP,,,,metavision,,Numeric, +,,,,,50917,DIGOXIN,,labevents,8358,CHEMISTRY,,BLOOD,10535-3,,,, +,,,,,3471,IV Site #5,,chartevents,8337,,,,,carevue,,, +,,DIA - Unassisted,,,224654,PAEDP,mmHg,chartevents,8310,IABP,,,,metavision,,Numeric, +,,,,,802,Dilantin,,chartevents,8296,Drug Level,,,,carevue,,, +,,,,,40091,Chest Tubes Mediastinal,,outputevents,8259,,,,,carevue,,, +,,,,,4169,EDC,,chartevents,8254,,,,,carevue,,, +,,,,,4175,Admit Reason,,chartevents,8254,,,,,carevue,,, +,,,,,4180,Current Level,,chartevents,8254,,,,,carevue,,, +,,,,,4181,Highest Level,,chartevents,8254,,,,,carevue,,, +,,,,,4184,Apgar 1 min,,chartevents,8254,,,,,carevue,,, +,,,,,4185,5 min,,chartevents,8254,,,,,carevue,,, +,,,,,4186,10 min,,chartevents,8254,,,,,carevue,,, +,,,,,3734,BANDS,,chartevents,8251,Heme/Coag,,,,carevue,,, +,,Indwelling Port (PortaCath) Dressing Occlusive,,,227360,Indwelling Port (PortaCath) Dressing Occlusive,,chartevents,8191,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,561,Pressure Sore #1 [Width],,chartevents,8189,,,,,carevue,,, +,,,,,836,Serum Osmolality,,chartevents,8188,Chemistry,,,,carevue,,, +,,,,,3742,Basos,,chartevents,8163,CSF,,,,carevue,,, +,,,,,3770,Lymphs,,chartevents,8161,Heme/Coag,,,,carevue,,, +,,,,,3779,Monos,,chartevents,8161,CSF,,,,carevue,,, +,,,,,3791,Polys,,chartevents,8161,CSF,,,,carevue,,, +,,,,,199,GI [Guaiac],,chartevents,8138,,,,,carevue,,, +,,Post menopausal,,,225085,Post menopausal,,chartevents,8130,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,449,Minute Volume (Set),,chartevents,8127,,,,,carevue,,, +,,,,,217,Heparin Dose,,chartevents,8108,,,,,carevue,,, +,,,,,4203,pO2 (cap),,chartevents,8107,Other ABGs,,,,carevue,,, +,,,,,50995,"THYROXINE (T4), FREE",,labevents,8104,CHEMISTRY,,BLOOD,3024-7,,,, +,,,,,4196,Base Excess (cap),,chartevents,8097,Other ABGs,,,,carevue,,, +,,,,,3738,Bands,,chartevents,8053,Heme/Coag,,,,carevue,,, +,,Pregnant,,,225082,Pregnant,,chartevents,8037,Adm History/FHPA,,,,metavision,,Checkbox, +,,Temp Atrial Stim Threshold mA,,,224754,Temporary Atrial Stim Threshold mA,mA,chartevents,7981,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,Temp Venticular Stim Threshold mA,,,223960,Temporary Venticular Stim Threshold mA,mA,chartevents,7963,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,360,ImpSkin Treatment #5,,chartevents,7954,,,,,carevue,,, +,,,,,50930,GLOBULIN,,labevents,7920,CHEMISTRY,,BLOOD,2336-6,,,, +,,Epidural Infusion Rate (mL/hr),,,224366,Epidural Infusion Rate (mL/hr),ml/hr,chartevents,7891,Pain/Sedation,,,,metavision,,Numeric, +,,,,,24,ART Lumen Volume,,chartevents,7851,,,,,carevue,,, +,,,,,710,VEN Lumen Volume,,chartevents,7851,,,,,carevue,,, +,,CCO PAC placed in outside facility,,,226108,CCO PAC placed in outside facility,,chartevents,7765,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Called Out,,,225280,Called Out,,chartevents,7751,General,,,,metavision,,Checkbox, +,,,,,40097,Cerebral Drain L Ventricular Drain,,outputevents,7719,,,,,carevue,,, +,,,,,51099,PROTEIN/CREATININE RATIO,,labevents,7709,CHEMISTRY,,URINE,2890-2,,,, +,,,,,40294,Drain Out #1 Other,,outputevents,7635,,,,,carevue,,, +,,,,,40051,Gastric Gastric Tube,,outputevents,7624,,,,,carevue,,, +,,,,,209,Graft/Flap Pulse,,chartevents,7610,,,,,carevue,,, +,,,,,8463,Pressure Sore #1 [Length],,chartevents,7610,,,,,carevue,,, +,,Differential-Atyps,,,225637,Differential-Atyps,None,chartevents,7531,Labs,,,,metavision,,Numeric, +,,Odor #7,,,224928,Impaired Skin Odor #7,,chartevents,7491,Skin - Impairment,,,,metavision,,Checkbox, +,,,,,1650,high mv,,chartevents,7440,,,,,carevue,,, +,,,,,3402,ETT Sx Quality,,chartevents,7408,,,,,carevue,,, +,,,,,559,Pressure Sore #2 [Drainage],,chartevents,7385,,,,,carevue,,, +,,Stool,,,226579,Stool,mL,outputevents,7383,Output,,,,metavision,,Numeric, +,,Pinsp (Draeger only),,,227187,Pinsp (Draeger only),cmH2O,chartevents,7352,Respiratory,,,,metavision,,Numeric, +,,Jackson Pratt #2,,,226600,Jackson Pratt #2,mL,outputevents,7273,Drains,,,,metavision,,Numeric, +,,,,,3557,PMI,,chartevents,7245,,,,,carevue,,, +,,,,,3530,Narcotic Analgesic,,chartevents,7203,,,,,carevue,,, +,,,,,7151,HOB Measurement,,chartevents,7187,,,,,carevue,,, +,,,,,1078,BATH,,chartevents,7133,,,,,carevue,,, +,,Arctic Sun/Alsius Set Temp,,,227627,Arctic Sun/Alsius Set Temp,?C,chartevents,7104,Treatments,,,,metavision,,Numeric, +,,,,,1090,Ramsey SedationScale,,chartevents,7095,,,,,carevue,,, +,,Stool Guaiac QC,,,227801,Stool Guaiac QC,,chartevents,7071,GI/GU,,,,metavision,,Checkbox, +,,,,,8460,Pressure Sore #1 [Amount],,chartevents,7005,,,,,carevue,,, +,,,,,40060,Pre-Admission Output Pre-Admission Output,,outputevents,6991,,,,,carevue,,, +,,Arctic Sun Water Temp,,,227628,Arctic Sun Water Temp,?C,chartevents,6991,Treatments,,,,metavision,,Numeric, +,,,,,40063,Stool Out Ileostomy,,outputevents,6978,,,,,carevue,,, +,,,,,50963,NTPROBNP,,labevents,6943,CHEMISTRY,,BLOOD,33762-6,,,, +,,,,,348,ImpSkin Character #5,,chartevents,6937,,,,,carevue,,, +,,,,,8458,Pressure Sore #2 [Heal],,chartevents,6906,,,,,carevue,,, +,,Baseline Current/mA,,,224661,Baseline Current/mA,mA,chartevents,6899,Pain/Sedation,,,,metavision,,Numeric, +,,,,,40064,OR Out EBL,,outputevents,6881,,,,,carevue,,, +,,,,,51462,AMORPHOUS CRYSTALS,,labevents,6839,HEMATOLOGY,,URINE,8246-1,,,, +,,Vancomycin (Trough),,,227455,Vancomycin (Trough),None,chartevents,6830,Labs,,,,metavision,,Numeric with tag, +,,,,,177,Epidural Appearance,,chartevents,6829,,,,,carevue,,, +,,Serum Osmolality,,,225684,Serum Osmolality,None,chartevents,6746,Labs,,,,metavision,,Numeric, +,,Midline Dressing Occlusive,,,227418,Midline Dressing Occlusive,,chartevents,6721,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,8431,Inc #5 [Status],,chartevents,6714,,,,,carevue,,, +,,,,,441,MDI #3 [Puff],,chartevents,6672,,,,,carevue,,, +,,,,,3455,Hernia [Left],,chartevents,6612,,,,,carevue,,, +,,,,,50889,C-REACTIVE PROTEIN,,labevents,6604,CHEMISTRY,,BLOOD,1988-5,,,, +,,,,,51240,LARGE PLATELETS,,labevents,6580,HEMATOLOGY,,BLOOD,34167-7,,,, +,,Site Depth #3,,,224896,Impaired Skin Depth #3,cm,chartevents,6576,Skin - Impairment,,,,metavision,,Numeric, +,,,,,1481,IV #3 Reason DC'D,,chartevents,6559,,,,,carevue,,, +,,,,,51479,GRANULAR CASTS,,labevents,6546,HEMATOLOGY,,URINE,5793-5,,,, +,,Vancomycin (Random),,,227454,Vancomycin (Random),None,chartevents,6539,Labs,,,,metavision,,Numeric with tag, +,,,,,50929,GENTAMICIN,,labevents,6511,CHEMISTRY,,BLOOD,35668-3,,,, +,,Temp Ventricular Sens Setting mV,,,224837,Temporary Ventricular Sens Setting mV,mV,chartevents,6493,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,CK-MB fraction (%),,,225628,CK-MB fraction (%),None,chartevents,6485,Labs,,,,metavision,,Numeric, +,,,,,569,PressSoreTreatment#3,,chartevents,6476,,,,,carevue,,, +,,,,,3456,Hernia [Right],,chartevents,6476,,,,,carevue,,, +,,,,,8439,MDI #3 [Drug],,chartevents,6454,,,,,carevue,,, +,,,,,8526,Kangaroo Care [Tolerated],,chartevents,6414,,,,,carevue,,, +,,,,,3544,O2 Analyzer Cal,,chartevents,6409,,,,,carevue,,, +,,JP Medial,,,226597,JP Medial,mL,outputevents,6364,Drains,,,,metavision,,Numeric, +,,,,,1,% Inspir. Time,,chartevents,6333,,,,,carevue,,, +,,,,,369,ImpSkin #2 [Width],,chartevents,6316,,,,,carevue,,, +,,Temp Ventricular Stim Setting mA,,,224838,Temporary Ventricular Stim Setting mA,mA,chartevents,6244,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,8366,Angio Appearance #2 [Attribute 2],,chartevents,6211,,,,,carevue,,, +,,Midline placed in outside facility,,,226112,Midline placed in outside facility,,chartevents,6207,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1639,High MV,,chartevents,6092,,,,,carevue,,, +,,Ostomy (output),,,226582,Ostomy (output),mL,outputevents,6066,Output,,,,metavision,,Numeric, +,,,,,41683,Drain Out #2 JP Lateral,,outputevents,6034,,,,,carevue,,, +,,,,,532,Peak Flow (Calc),,chartevents,6017,,,,,carevue,,, +,,Pre-Admission,,,226633,Pre-Admission,mL,outputevents,5980,Output,,,,metavision,,Numeric, +,,,,,3625,Source,,chartevents,5866,,,,,carevue,,, +,,,,,574,Pressure Sore Odor#2,,chartevents,5817,,,,,carevue,,, +,,,,,51294,TARGET CELLS,,labevents,5806,HEMATOLOGY,,BLOOD,10381-2,,,, +,,ICU Consent Signed,,,226185,ICU Consent Signed,,chartevents,5783,General,,,,metavision,,Checkbox, +,,Condom Cath,,,226561,Condom Cath,mL,outputevents,5757,Output,,,,metavision,,Numeric, +,,,,,390,Inc #5 [Closure],,chartevents,5748,,,,,carevue,,, +,,,,,288,INV#6 WaveformAppear,,chartevents,5743,,,,,carevue,,, +,,ETT Position Change,,,227809,ETT Position Change,,chartevents,5723,Respiratory,,,,metavision,,Checkbox, +,,ETT Re-taped,,,227810,ETT Re-taped,,chartevents,5708,Respiratory,,,,metavision,,Checkbox, +,,Legal Guardian,,,226889,Legal Guardian,,chartevents,5693,General,,,,metavision,,Checkbox, +,,,,,40067,Gastric Emesis,,outputevents,5677,,,,,carevue,,, +,,,,,3432,Fentanyl,,chartevents,5621,,,,,carevue,,, +,,,,,50955,LIGHT GREEN TOP HOLD,,labevents,5597,CHEMISTRY,,BLOOD,,,,, +,,Site Length #6,,,224920,Impaired Skin Length #6,cm,chartevents,5594,Skin - Impairment,,,,metavision,,Numeric, +,,Site Width #6,,,224955,Impaired Skin Width #6,cm,chartevents,5579,Skin - Impairment,,,,metavision,,Numeric, +,,,,,8425,Inc #4 [Amount],,chartevents,5501,,,,,carevue,,, +,,Indwelling Port placed in outside facility,,,227439,Ndwelling Port (PortaCath) placed in outside facility,,chartevents,5471,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,3341,CBC,,chartevents,5407,,,,,carevue,,, +,,JP Lateral,,,226598,JP Lateral,mL,outputevents,5406,Drains,,,,metavision,,Numeric, +,,,,,3537,Nasal Sx Quality,,chartevents,5369,,,,,carevue,,, +,,,,,40050,Chest Tubes Right Pleural 2,,outputevents,5361,,,,,carevue,,, +,,,,,3624,Sodium Chloride,,chartevents,5347,,,,,carevue,,, +,,,,,8520,Hernia [Right],,chartevents,5317,,,,,carevue,,, +,,,,,8519,Hernia [Left],,chartevents,5305,,,,,carevue,,, +,,,,,366,ImpSkin Wound Base#5,,chartevents,5291,,,,,carevue,,, +,,,,,60,Auto-PEEP Level,,chartevents,5284,,,,,carevue,,, +,,,,,51501,TRANSITIONAL EPITHELIAL CELLS,,labevents,5284,HEMATOLOGY,,URINE,30089-7,,,, +,,,,,3735,BASOs,,chartevents,5273,Heme/Coag,,,,carevue,,, +,,Mediastinal,,,226592,Mediastinal,mL,outputevents,5267,Output,,,,metavision,,Numeric, +,,,,,5906,Analgesic,,chartevents,5239,,,,,carevue,,, +,,,,,355,ImpSkin #5 [Drain],,chartevents,5199,,,,,carevue,,, +,,,,,103,CT #3 Crepitus,,chartevents,5190,,,,,carevue,,, +,,,,,8411,ImpSkin #2 [Length],,chartevents,5180,,,,,carevue,,, +,,,,,341,Imp Skin Cleanse #4,,chartevents,5130,,,,,carevue,,, +,,,,,51213,FIBRIN DEGRADATION PRODUCTS,,labevents,5118,HEMATOLOGY,,BLOOD,30226-5,,,, +,,,,,3785,PO2,,chartevents,5097,ABG's,,,,carevue,,, +,,,,,852,Tylenol,,chartevents,5096,Drug Level,,,,carevue,,, +,,Collar Care,,,225192,Collar Care,,chartevents,5089,Treatments,,,,metavision,,Checkbox, +,,ART BP Alarm - Low,,,227538,ART Blood Pressure Alarm - Low,mmHg,chartevents,5058,Alarms,,,,metavision,,Numeric, +,,ART BP Alarm - High,,,227537,ART Blood Pressure Alarm - High,mmHg,chartevents,5040,Alarms,,,,metavision,,Numeric, +,,PA Catheter Zero/Calibrate,,,225358,PA Catheter Zero/Calibrate,,chartevents,5030,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,529,Pause Time %,,chartevents,5026,,,,,carevue,,, +,,,,,3736,BE,,chartevents,5023,ABG's,,,,carevue,,, +,,,,,565,PressSoreCleansing#2,,chartevents,5013,,,,,carevue,,, +,,Phenytoin (Dilantin),,,227461,Phenytoin (Dilantin),None,chartevents,5006,Labs,,,,metavision,,Numeric with tag, +,,,,,8420,Inc #5 [Appearance],,chartevents,4957,,,,,carevue,,, +,,,,,1486,High Minute Volume,,chartevents,4921,,,,,carevue,,, +,,,,,459,Neg Insp Force(>-25),,chartevents,4910,,,,,carevue,,, +,,,,,40053,Stool Out Fecal Bag,,outputevents,4884,,,,,carevue,,, +,,,,,265,INV Line#7 [Type],,chartevents,4795,,,,,carevue,,, +,,,,,310,IV Drip Medication#1,,chartevents,4767,,,,,carevue,,, +,,,,,555,PressSore Depth #1,,chartevents,4767,,,,,carevue,,, +,,,,,3596,Reglan,,chartevents,4761,,,,,carevue,,, +,,Arterial Line Tip Cultured,,,225722,Arterial Line Tip Cultured,,chartevents,4758,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,308,IV Drip Dose #1,,chartevents,4746,,,,,carevue,,, +,,,,,51351,LYMPHS,,labevents,4732,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),26479-6,,,, +,,,,,51363,"WBC, CSF",,labevents,4718,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),26465-5,,,, +,,,,,51360,POLYS,,labevents,4689,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),26517-3,,,, +,,,,,8398,INV Line#7 [Site],,chartevents,4676,,,,,carevue,,, +,,,,,40087,Stool Out Colostomy,,outputevents,4643,,,,,carevue,,, +,,Drainage Bag,,,227701,Drainage Bag,mL,outputevents,4628,Drains,,,,metavision,,Numeric, +,,Odor #8,,,224929,Impaired Skin Odor #8,,chartevents,4552,Skin - Impairment,,,,metavision,,Checkbox, +,,,,,686,Total PEEP Level,,chartevents,4545,,,,,carevue,,, +,,,,,3679,Vancomycin,,chartevents,4539,,,,,carevue,,, +,,,,,40088,Drain Out #3 Jackson Pratt,,outputevents,4528,,,,,carevue,,, +,,,,,735,Wound Care,,chartevents,4525,,,,,carevue,,, +,,,,,25,AV Interval,,chartevents,4518,,,,,carevue,,, +,,,,,40367,Stool Out Rectal Tube,,outputevents,4505,,,,,carevue,,, +,,,,,188,Femoral Pulse [Right],,chartevents,4492,,,,,carevue,,, +,,,,,51196,D-DIMER,,labevents,4476,HEMATOLOGY,,BLOOD,48065-7,,,, +,,,,,3372,[Color],,chartevents,4474,,,,,carevue,,, +,,,,,3366,Chest X-Ray,,chartevents,4456,,,,,carevue,,, +,,,,,3525,NICU Procedures,,chartevents,4435,,,,,carevue,,, +,,Site Depth #4,,,224897,Impaired Skin Depth #4,cm,chartevents,4405,Skin - Impairment,,,,metavision,,Numeric, +,,,,,40090,Chest Tubes Left Pleural 2,,outputevents,4383,,,,,carevue,,, +,,Bladder Pressure,,,223763,Bladder Pressure,mmHg,chartevents,4378,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,8494,GI Tube #3 [Drain],,chartevents,4370,,,,,carevue,,, +,,ICP Alarm - Low,,,223768,Intra Cranial Pressure Alarm - Low,mmHg,chartevents,4366,Alarms,,,,metavision,,Numeric, +,,,,,495,PCA Bolus,,chartevents,4358,,,,,carevue,,, +,,,,,50965,PARATHYROID HORMONE,,labevents,4355,CHEMISTRY,,BLOOD,2731-8,,,, +,,,,,381,Inc Cleansing #2,,chartevents,4340,,,,,carevue,,, +,,PO2 (Venous),,,226063,Venous O2 Pressure,mmHg,chartevents,4314,Labs,,,,metavision,,Numeric, +,,ICP Alarm - High,,,223767,Intra Cranial Pressure Alarm - High,mmHg,chartevents,4294,Alarms,,,,metavision,,Numeric, +,,,,,572,PressSoreWoundBase#3,,chartevents,4273,,,,,carevue,,, +,,,,,8408,ImpSkin #4 [Amount],,chartevents,4254,,,,,carevue,,, +,,,,,51018,"TOTAL PROTEIN, CSF",,labevents,4181,CHEMISTRY,,CEREBROSPINAL FLUID (CSF),2880-3,,,, +,,,,,50940,HEPATITIS B SURFACE ANTIBODY,,labevents,4175,CHEMISTRY,,BLOOD,5193-8,,,, +,,,,,437,Low Peep,,chartevents,4162,,,,,carevue,,, +,,,,,416,Incision/Wound #6,,chartevents,4147,,,,,carevue,,, +,,,,,51014,"GLUCOSE, CSF",,labevents,4077,CHEMISTRY,,CEREBROSPINAL FLUID (CSF),2342-4,,,, +,,,,,1596,HIGH MV,,chartevents,4060,,,,,carevue,,, +,,,,,1411,Bladder Pressure,,chartevents,4046,,,,,carevue,,, +,,,,,850,Triglyceride (0-200),,chartevents,4034,Chemistry,,,,carevue,,, +,,,,,50941,HEPATITIS B SURFACE ANTIGEN,,labevents,4020,CHEMISTRY,,BLOOD,5196-1,,,, +,,L Pleural #1,,,226590,L Pleural #1,mL,outputevents,3938,Output,,,,metavision,,Numeric, +,,Trauma Line Dressing Occlusive,,,227353,Trauma Line Dressing Occlusive,,chartevents,3933,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,50866,AMMONIA,,labevents,3908,CHEMISTRY,,BLOOD,16362-6,,,, +,,R Pleural #1,,,226593,R Pleural #1,mL,outputevents,3882,Output,,,,metavision,,Numeric, +,,Multi Lumen Line Tip Cultured,,,225729,Multi Lumen Line Tip Cultured,,chartevents,3878,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,730,Vital Cap (>1.0)L,,chartevents,3870,,,,,carevue,,, +,,Site Length #7,,,224921,Impaired Skin Length #7,cm,chartevents,3865,Skin - Impairment,,,,metavision,,Numeric, +,,Site Width #7,,,224956,Impaired Skin Width #7,cm,chartevents,3865,Skin - Impairment,,,,metavision,,Numeric, +,,CCO PAC Zero/Calibrate,,,225228,CCO PAC Zero/Calibrate,,chartevents,3857,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,8513,[Color],,chartevents,3850,,,,,carevue,,, +,,,,,51145,BASOPHILIC STIPPLING,,labevents,3849,HEMATOLOGY,,BLOOD,703-9,,,, +,,,,,435,Low Exhaled Vt,,chartevents,3840,,,,,carevue,,, +,,Trauma Line placed in outside facility,,,226119,Trauma Line placed in outside facility,,chartevents,3813,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,50854,ABSOLUTE A1C,,labevents,3791,CHEMISTRY,,BLOOD,4548-4,,,, +,,,,,51538,[A1c],,labevents,3791,CHEMISTRY,,BLOOD,,,,, +,,,,,268,INV Line#7SiteAppear,,chartevents,3773,,,,,carevue,,, +,,,,,41867,Drain Out #1 Lumbar,,outputevents,3771,,,,,carevue,,, +,,Cash amount,,,225209,Cash amount,None,chartevents,3753,Adm History/FHPA,,,,metavision,,Numeric, +,,,,,51103,UHOLD,,labevents,3749,CHEMISTRY,,URINE,,,,, +,,,,,51107,"URINE TUBE, HELD",,labevents,3749,CHEMISTRY,,URINE,,,,, +,,,,,3550,Oral Sx Quality,,chartevents,3728,,,,,carevue,,, +,,Fecal Bag,,,226580,Fecal Bag,mL,outputevents,3700,Output,,,,metavision,,Numeric, +,,,,,50974,PROSTATE SPECIFIC ANTIGEN,,labevents,3635,CHEMISTRY,,BLOOD,2857-1,,,, +,,,,,553,Pressure Sore #3 [Stage],,chartevents,3609,,,,,carevue,,, +,,,,,1340,high minute volume,,chartevents,3591,,,,,carevue,,, +,,,,,718,Ventricular Pacemaker Threshold [Unit],,chartevents,3566,,,,,carevue,,, +,,,,,309,IV Drip Dose #2,,chartevents,3545,,,,,carevue,,, +,,OR EBL,,,226626,OR EBL,mL,outputevents,3541,Output,,,,metavision,,Numeric, +,,,,,311,IV Drip Medication#2,,chartevents,3536,,,,,carevue,,, +,,,,,3628,State Screen Sample,,chartevents,3532,,,,,carevue,,, +,,PCA bolus,,,224410,PCA bolus,None,chartevents,3517,Pain/Sedation,,,,metavision,,Numeric, +,,Gastric Tube,,,226573,Gastric Tube,mL,outputevents,3476,Output,,,,metavision,,Numeric, +,,Tunneled (Hickman) Dressing Occlusive,,,227359,Tunneled (Hickman) Dressing Occlusive,,chartevents,3476,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,51148,BLASTS,,labevents,3456,HEMATOLOGY,,BLOOD,708-8,,,, +,,,,,260,INV Line#6 Zero/Cal,,chartevents,3438,,,,,carevue,,, +,,,,,5919,zzg and Mask Present,,chartevents,3414,,,,,carevue,,, +,,,,,5914,zz Equip Functioning,,chartevents,3409,,,,,carevue,,, +,,,,,50943,HEPATITIS C VIRUS ANTIBODY,,labevents,3399,CHEMISTRY,,BLOOD,16128-1,,,, +,,AVA Dressing Occlusive,,,227723,AVA Dressing Occlusive,,chartevents,3389,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,50978,RAPAMYCIN,,labevents,3360,CHEMISTRY,,BLOOD,29247-4,,,, +,,,,,1328,Cartridge/Bag Change,,chartevents,3352,,,,,carevue,,, +,,,,,51128,"WBC, ASCITES",,labevents,3347,HEMATOLOGY,,ASCITES,26468-9,,,, +,,,,,51120,MONOCYTES,,labevents,3345,HEMATOLOGY,,ASCITES,26488-7,,,, +,,,,,51125,POLYS,,labevents,3344,HEMATOLOGY,,ASCITES,26520-7,,,, +,,,,,50950,IMMUNOGLOBULIN G,,labevents,3320,CHEMISTRY,,BLOOD,2465-3,,,, +,,,,,3398,ETT (Re)Taped,,chartevents,3291,,,,,carevue,,, +,,,,,40703,Drain Out #1 JP Lateral,,outputevents,3291,,,,,carevue,,, +,,,,,8386,Femoral Pulse [Left],,chartevents,3260,,,,,carevue,,, +,,,,,1010,High exhaled min vol,,chartevents,3204,,,,,carevue,,, +,,,,,50994,THYROXINE (T4),,labevents,3201,CHEMISTRY,,BLOOD,3026-2,,,, +,,,,,64,BIPAP - EPAP,,chartevents,3178,,,,,carevue,,, +,,GU Irrigant/Urine Volume Out,,,227489,GU Irrigant/Urine Volume Out,mL,outputevents,3175,Output,,,,metavision,,Numeric, +,,Emesis,,,226571,Emesis,mL,outputevents,3158,Output,,,,metavision,,Numeric, +,,GU Irrigant Volume In,,,227488,GU Irrigant Volume In,mL,outputevents,3157,Output,,,,metavision,,Numeric, +,,AVA Line placed in outside facility,,,227727,AVA Line placed in outside facility,,chartevents,3134,Access Lines - Invasive,,,,metavision,,Checkbox, +,,14 Gauge Dressing Occlusive,,,227365,14 Gauge Dressing Occlusive,,chartevents,3128,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,Wound Vac #1,,,226613,Wound Vac #1,mL,outputevents,3126,Drains,,,,metavision,,Numeric, +,,,,,3641,Survanta,,chartevents,3122,,,,,carevue,,, +,,,,,768,ACT (102-142),,chartevents,3105,Coags,,,,carevue,,, +,,Triglyceride,,,225693,Triglyceride,None,chartevents,3062,Labs,,,,metavision,,Numeric, +,,TF Residual Output,,,227511,TF Residual Output,mL,outputevents,3049,Output,,,,metavision,,Numeric, +,,,,,586,QTc,,chartevents,3047,,,,,carevue,,, +,,14 Gauge placed in outside facility,,,226135,14 Gauge placed in outside facility,,chartevents,3045,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,,,,50975,PROTEIN ELECTROPHORESIS,,labevents,3035,CHEMISTRY,,BLOOD,24351-9,,,, +,,,,,50900,CARCINOEMBYRONIC ANTIGEN (CEA),,labevents,3031,CHEMISTRY,,BLOOD,2039-6,,,, +,,,,,1540,Triglyceride,,chartevents,2993,Chemistry,,,,carevue,,, +,,,,,8387,GI [pH],,chartevents,2984,,,,,carevue,,, +,,,,,1330,Med Wasted [Drug],,chartevents,2983,,,,,carevue,,, +,,,,,178,Epidural Bolus,,chartevents,2981,,,,,carevue,,, +,,,,,708,VAD Beat Rate [Right],,chartevents,2950,,,,,carevue,,, +,,Cortisol,,,227463,Cortisol,None,chartevents,2911,Labs,,,,metavision,,Numeric with tag, +,,,,,1329,Initials (2 RNs) [RN #1],,chartevents,2902,,,,,carevue,,, +,,,,,5913,Tolerated new med?,,chartevents,2895,,,,,carevue,,, +,,,,,68,BIPAP-Mode,,chartevents,2892,,,,,carevue,,, +,,,,,40085,Urine Out Incontinent,,outputevents,2891,,,,,carevue,,, +,,Lumbar,,,226610,Lumbar,mL,outputevents,2890,Drains,,,,metavision,,Numeric, +,,,,,1527,Direct Bili,,chartevents,2887,Chemistry,,,,carevue,,, +,,,,,43246,Repogle Tube NG,,outputevents,2861,,,,,carevue,,, +,,PO2 (Mixed Venous),,,227516,PO2 (Mixed Venous),mmHg,chartevents,2859,Labs,,,,metavision,,Numeric, +,,,,,67,BIPAP - O2 lpm,,chartevents,2854,,,,,carevue,,, +,,,,,3516,Multi-Vitamins,,chartevents,2851,,,,,carevue,,, +,,,,,8483,Ventricular Pacemaker Threshold [Value],,chartevents,2850,,,,,carevue,,, +,,,,,546,Popliteal Pulse [Right],,chartevents,2837,,,,,carevue,,, +,,,,,8426,Inc #5 [Amount],,chartevents,2828,,,,,carevue,,, +,,Blood Transfusion Consent,,,226473,Blood Transfusion Consent,,chartevents,2828,General,,,,metavision,,Checkbox, +,,,,,404,Inc/Wound Packing #1,,chartevents,2821,,,,,carevue,,, +,,,,,50942,HEPATITIS B VIRUS CORE ANTIBODY,,labevents,2804,CHEMISTRY,,BLOOD,5187-0,,,, +,,,,,40075,Drain Out #1 Pigtail,,outputevents,2803,,,,,carevue,,, +,,ICP Line Zero/Calibrate,,,226134,ICP Line Zero/Calibrate,,chartevents,2801,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Jackson Pratt #3,,,226601,Jackson Pratt #3,mL,outputevents,2798,Drains,,,,metavision,,Numeric, +,,,,,40057,Urine Out Rt Nephrostomy,,outputevents,2797,,,,,carevue,,, +,,,,,51292,SPHEROCYTES,,labevents,2783,HEMATOLOGY,,BLOOD,802-9,,,, +,,,,,3444,Genitalia,,chartevents,2781,,,,,carevue,,, +,,,,,50864,ALPHA-FETOPROTEIN,,labevents,2779,CHEMISTRY,,BLOOD,1834-1,,,, +,,,,,125,Chest Tube Site #4,,chartevents,2778,,,,,carevue,,, +,,,,,3666,Transducer Calibrate,,chartevents,2767,,,,,carevue,,, +,,,,,7076,Prong Type,,chartevents,2766,,,,,carevue,,, +,,,,,370,ImpSkin #3 [Width],,chartevents,2764,,,,,carevue,,, +,,,,,181,Epidural Total Dose,,chartevents,2754,,,,,carevue,,, +,,,,,50949,IMMUNOGLOBULIN A,,labevents,2744,CHEMISTRY,,BLOOD,2458-8,,,, +,,,,,801,Digoxin,,chartevents,2742,Drug Level,,,,carevue,,, +,,Pigtail #1,,,226619,Pigtail #1,mL,outputevents,2727,Drains,,,,metavision,,Numeric, +,,,,,40056,Urine Out Lt Nephrostomy,,outputevents,2726,,,,,carevue,,, +,,,,,3418,Eye Lids,,chartevents,2709,,,,,carevue,,, +,,,,,402,Inc #6 [Dressing],,chartevents,2706,,,,,carevue,,, +,,Cuff Volume (mL),,,224418,Cuff Volume (mL),mL,chartevents,2705,Respiratory,,,,metavision,,Numeric, +,,,,,51008,VALPROIC ACID,,labevents,2689,CHEMISTRY,,BLOOD,4086-5,,,, +,,Ileoconduit,,,226584,Ileoconduit,mL,outputevents,2668,Output,,,,metavision,,Numeric, +,,Permanent Pacemaker Rate,,,224845,Permanent Pacemaker Rate,/min,chartevents,2666,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,853,Uric Acid (2.7-7.0),,chartevents,2664,Chemistry,,,,carevue,,, +,,,,,560,Pressure Sore #3 [Drainage],,chartevents,2652,,,,,carevue,,, +,,,,,1565,High MV Limit,,chartevents,2640,,,,,carevue,,, +,,,,,66,BIPAP - IPAP,,chartevents,2631,,,,,carevue,,, +,,,,,649,Spiritual Support,,chartevents,2631,,,,,carevue,,, +,,Temp Pacemaker Wires Ground,,,223963,Temporary Pacemaker Wires Ground,None,chartevents,2625,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,3377,Combivent MDI,,chartevents,2624,,,,,carevue,,, +,,,,,51458,"WBC, PLEURAL",,labevents,2614,HEMATOLOGY,,PLEURAL,26467-1,,,, +,,,,,51450,MONOS,,labevents,2613,HEMATOLOGY,,PLEURAL,33362-5,,,, +,,,,,51455,POLYS,,labevents,2612,HEMATOLOGY,,PLEURAL,26519-9,,,, +,,Tunneled (Hickman) placed in outside facility,,,226121,Tunneled (Hickman) placed in outside facility,,chartevents,2612,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,50951,IMMUNOGLOBULIN M,,labevents,2608,CHEMISTRY,,BLOOD,2472-9,,,, +,,Site Depth #5,,,224898,Impaired Skin Depth #5,cm,chartevents,2592,Skin - Impairment,,,,metavision,,Numeric, +,,,,,3439,Furosemide/Lasix,,chartevents,2575,,,,,carevue,,, +,,CI (PiCCO),,,228177,CI (PiCCO),L/min/m2,chartevents,2568,PiCCO,,,,metavision,,Numeric, +,,,,,50927,GAMMA GLUTAMYLTRANSFERASE,,labevents,2530,CHEMISTRY,,BLOOD,2324-2,,,, +,,,,,51059,"TOTAL PROTEIN, PLEURAL",,labevents,2525,CHEMISTRY,,PLEURAL,2882-9,,,, +,,,,,397,Inc #6 [Drainage],,chartevents,2500,,,,,carevue,,, +,,Suprapubic,,,226563,Suprapubic,mL,outputevents,2499,Output,,,,metavision,,Numeric, +,,,,,51269,PROMYELOCYTES,,labevents,2489,HEMATOLOGY,,BLOOD,781-5,,,, +,,,,,562,Pressure Sore #2 [Width],,chartevents,2460,,,,,carevue,,, +,,,,,8459,Pressure Sore #3 [Heal],,chartevents,2460,,,,,carevue,,, +,,,,,940,trach care,,chartevents,2454,,,,,carevue,,, +,,Sheath Line Dressing Occlusive,,,227356,Sheath Line Dressing Occlusive,,chartevents,2439,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,51131,ABSOLUTE CD4 COUNT,,labevents,2421,HEMATOLOGY,,BLOOD,8128-1,,,, +,,,,,51180,"CD4 CELLS, PERCENT",,labevents,2421,HEMATOLOGY,,BLOOD,8127-3,,,, +,,Site Length #8,,,224922,Impaired Skin Length #8,cm,chartevents,2414,Skin - Impairment,,,,metavision,,Numeric, +,,Site Width #8,,,224957,Impaired Skin Width #8,cm,chartevents,2398,Skin - Impairment,,,,metavision,,Numeric, +,,,,,1546,high ve,,chartevents,2384,,,,,carevue,,, +,,Odor #9,,,227604,Impaired Skin Odor #9,,chartevents,2355,Skin - Impairment,,,,metavision,,Checkbox, +,,,,,443,Manual BP Mean(calc),,chartevents,2346,,,,,carevue,,, +,,Presep Catheter placed in outside facility,,,226116,Presep Catheter placed in outside facility,,chartevents,2345,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,630,Seizure Duration,,chartevents,2341,,,,,carevue,,, +,,,,,382,Inc Cleansing #3,,chartevents,2338,,,,,carevue,,, +,,,,,1438,Ulnar Pulse [Right],,chartevents,2337,,,,,carevue,,, +,,,,,51176,"CD3 CELLS, PERCENT",,labevents,2333,HEMATOLOGY,,BLOOD,8122-4,,,, +,,,,,51134,ACANTHOCYTES,,labevents,2331,HEMATOLOGY,,BLOOD,7789-1,,,, +,,,,,520,Pacer Wires Ground,,chartevents,2307,,,,,carevue,,, +,,,,,8455,Popliteal Pulse [Left],,chartevents,2306,,,,,carevue,,, +,,,,,112,CT #4 Suction Amount,,chartevents,2300,,,,,carevue,,, +,,,,,51117,MACROPHAGE,,labevents,2280,HEMATOLOGY,,ASCITES,40517-5,,,, +,,,,,1520,ACT,,chartevents,2275,Coags,,,,carevue,,, +,,Sheath placed in outside facility,,,226117,Sheath placed in outside facility,,chartevents,2273,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,51001,TRIIODOTHYRONINE (T3),,labevents,2270,CHEMISTRY,,BLOOD,3053-6,,,, +,,,,,51130,ABSOLUTE CD3 COUNT,,labevents,2263,HEMATOLOGY,,BLOOD,8124-0,,,, +,,,,,110,CT #4 Dressing,,chartevents,2255,,,,,carevue,,, +,,,,,632,Sensory Level,,chartevents,2248,,,,,carevue,,, +,,,,,3612,Seizure [Activity],,chartevents,2223,,,,,carevue,,, +,,,,,51053,"GLUCOSE, PLEURAL",,labevents,2221,CHEMISTRY,,PLEURAL,2346-5,,,, +,,,,,8464,Pressure Sore #2 [Length],,chartevents,2219,,,,,carevue,,, +,,,,,8412,ImpSkin #3 [Length],,chartevents,2217,,,,,carevue,,, +,,,,,109,CT #4 Drainage,,chartevents,2216,,,,,carevue,,, +,,,,,40084,Chest Tubes Other,,outputevents,2207,,,,,carevue,,, +,,,,,289,INV#7 WaveformAppear,,chartevents,2205,,,,,carevue,,, +,,,,,342,Imp Skin Cleanse #5,,chartevents,2201,,,,,carevue,,, +,,,,,3606,Response To Stimuli,,chartevents,2189,,,,,carevue,,, +,,,,,3399,ETT Changed,,chartevents,2176,,,,,carevue,,, +,,,,,51284,"RETICULOCYTE COUNT, MANUAL",,labevents,2173,HEMATOLOGY,,BLOOD,31112-6,,,, +,,,,,793,D-Dimer (0-500),,chartevents,2171,Coags,,,,carevue,,, +,,,,,856,Vancomycin/Trough,,chartevents,2170,Drug Level,,,,carevue,,, +,,,,,51070,"ALBUMIN/CREATININE, URINE",,labevents,2165,CHEMISTRY,,URINE,14958-3,,,, +,,,,,40089,Drain Out #1 Wound Vac,,outputevents,2162,,,,,carevue,,, +,,FK506,,,227462,FK506,None,chartevents,2159,Labs,,,,metavision,,Numeric with tag, +,,,,,51132,ABSOLUTE CD8 COUNT,,labevents,2147,HEMATOLOGY,,BLOOD,8138-0,,,, +,,,,,51194,"CD8 CELLS, PERCENT",,labevents,2146,HEMATOLOGY,,BLOOD,8137-2,,,, +,,,,,40070,Drain Out #1 Hemovac,,outputevents,2137,,,,,carevue,,, +,,,,,111,CT #4 [Fluctuate],,chartevents,2129,,,,,carevue,,, +,,,,,8461,Pressure Sore #2 [Amount],,chartevents,2122,,,,,carevue,,, +,,,,,51518,WBC CLUMPS,,labevents,2110,HEMATOLOGY,,URINE,,,,, +,,,,,379,Impaired Skin Site#6,,chartevents,2097,,,,,carevue,,, +,,,,,41898,Drain Out #3 T Tube,,outputevents,2092,,,,,carevue,,, +,,,,,8376,CT #4 [Leak],,chartevents,2083,,,,,carevue,,, +,,IABP placed in outside facility,,,226110,IABP placed in outside facility,,chartevents,2077,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,600,RVAD Flow LPM,,chartevents,2065,,,,,carevue,,, +,,CPP Alarm - Low,,,227717,Cerebral Perfusion Pressure Alarm - Low,mmHg,chartevents,2065,Alarms,,,,metavision,,Numeric, +,,,,,1567,apnea,,chartevents,2063,,,,,carevue,,, +,,,,,3382,Cyclomydril,,chartevents,2062,,,,,carevue,,, +,,,,,51181,CD4/CD8 RATIO,,labevents,2062,HEMATOLOGY,,BLOOD,8129-9,,,, +,,,,,51118,MESOTHELIAL CELL,,labevents,2061,HEMATOLOGY,,ASCITES,30432-9,,,, +,,IABP Dressing Occlusive,,,227355,IABP Dressing Occlusive,,chartevents,2060,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,51497,RENAL EPITHELIAL CELLS,,labevents,2058,HEMATOLOGY,,URINE,26052-1,,,, +,,,,,503,PCV Set Insp. Press,,chartevents,2056,,,,,carevue,,, +,,,,,50805,CARBOXYHEMOGLOBIN,,labevents,2056,BLOOD GAS,,BLOOD,20563-3,,,, +,,,,,698,Traction/Immobile #2,,chartevents,2053,,,,,carevue,,, +,,,,,50814,METHEMOGLOBIN,,labevents,2047,BLOOD GAS,,BLOOD,2614-6,,,, +,,,,,1482,IV #4 Reason DC'D,,chartevents,2039,,,,,carevue,,, +,,IABP Zero/Calibrate,,,225342,IABP Zero/Calibrate,,chartevents,2037,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,8409,ImpSkin #5 [Amount],,chartevents,2033,,,,,carevue,,, +,,,,,537,Pericard Drain Site,,chartevents,2032,,,,,carevue,,, +,,,,,40080,Drain Out #2 Other,,outputevents,2027,,,,,carevue,,, +,,,,,40092,Drain Out #4 Jackson Pratt,,outputevents,2025,,,,,carevue,,, +,,,,,694,Tract/Imm Location#2,,chartevents,2023,,,,,carevue,,, +,,IABP Alarms Activated,,,225981,IABP Alarms Activated,,chartevents,2015,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,50873,ANTI-NUCLEAR ANTIBODY,,labevents,2010,CHEMISTRY,,BLOOD,5047-6,,,, +,,,,,510,PT Splint #3 [Location],,chartevents,2009,,,,,carevue,,, +,,,,,8452,PT Splint #3 [Status],,chartevents,2002,,,,,carevue,,, +,,,,,838,SvO2,,chartevents,1996,Mixed Venous Gases,,,,carevue,,, +,,CO (PiCCO),,,228178,CO (PiCCO),L/min,chartevents,1979,PiCCO,,,,metavision,,Numeric, +,,,,,78,Bladder Irrigation,,chartevents,1972,,,,,carevue,,, +,,ScvO2 (Presep),,,227549,ScvO2 (Presep),%,chartevents,1970,Hemodynamics,,,,metavision,,Numeric, +,,,,,51436,POLYS,,labevents,1969,HEMATOLOGY,,OTHER BODY FLUID,26518-1,,,, +,,CPP Alarm - High,,,227716,Cerebral Perfusion Pressure Alarm - High,mmHg,chartevents,1967,Alarms,,,,metavision,,Numeric, +,,,,,51431,MONOS,,labevents,1966,HEMATOLOGY,,OTHER BODY FLUID,10330-9,,,, +,,Low risk (25-50) interventions,,,227348,Low risk (25-50) interventions,,chartevents,1966,Restraint/Support Systems,,,,metavision,,Checkbox, +,,,,,8489,Ulnar Pulse [Left],,chartevents,1964,,,,,carevue,,, +,,,,,3683,Vital Sign,,chartevents,1964,,,,,carevue,,, +,,,,,7073,Cannula Size,,chartevents,1962,,,,,carevue,,, +,,,,,1880,Urine pH,,chartevents,1956,,,,,carevue,,, +,,,,,361,ImpSkin Treatment #6,,chartevents,1955,,,,,carevue,,, +,,,,,40077,Drain Out #1 Pericardial,,outputevents,1950,,,,,carevue,,, +,,IABP Volume,,,225980,IABP Volume,mL,chartevents,1944,Access Lines - Invasive,,,,metavision,,Numeric, +,,,,,805,FK506,,chartevents,1943,Drug Level,,,,carevue,,, +,,PICC Line Tip Cultured,,,225732,PICC Line Tip Cultured,,chartevents,1926,Access Lines - Invasive,,,,metavision,,Checkbox, +,,SVI (PiCCO),,,228182,SVI (PiCCO),mL/m2,chartevents,1926,PiCCO,,,,metavision,,Numeric, +,,,,,51175,CD3 ABSOLUTE COUNT,,labevents,1900,HEMATOLOGY,,BLOOD,,,,, +,,,,,3822,Urine Protein,,chartevents,1890,Urine,,,,carevue,,, +,,,,,51219,H/O SMEAR,,labevents,1880,HEMATOLOGY,,BLOOD,38924-7,,,, +,,Odor #10,,,227605,Impaired Skin Odor #10,,chartevents,1879,Skin - Impairment,,,,metavision,,Checkbox, +,,,,,542,Pin Care,,chartevents,1878,,,,,carevue,,, +,,,,,50966,PHENOBARBITAL,,labevents,1871,CHEMISTRY,,BLOOD,3947-9,,,, +,,,,,3363,Chest Tube Site 1,,chartevents,1868,,,,,carevue,,, +,,BiPap EPAP,,,227579,BiPap EPAP,cmH2O,chartevents,1868,Respiratory,,,,metavision,,Numeric, +,,,,,391,Inc #6 [Closure],,chartevents,1853,,,,,carevue,,, +,,BiPap O2 Flow,,,227582,BiPap O2 Flow,L/min,chartevents,1851,Respiratory,,,,metavision,,Numeric, +,,Site Depth #6,,,224899,Impaired Skin Depth #6,cm,chartevents,1847,Skin - Impairment,,,,metavision,,Numeric, +,,Family Meeting,,,224447,Family Meeting,,chartevents,1843,Restraint/Support Systems,,,,metavision,,Checkbox, +,,,,,3554,Oxacillin,,chartevents,1834,,,,,carevue,,, +,,,,,40405,Urine Out Other,,outputevents,1827,,,,,carevue,,, +,,,,,3817,Urine Heme,,chartevents,1821,Urine,,,,carevue,,, +,,,,,8432,Inc #6 [Status],,chartevents,1818,,,,,carevue,,, +,,GI Guaiac QC,,,227802,GI Guaiac QC,,chartevents,1814,GI/GU,,,,metavision,,Checkbox, +,,,,,1541,Uric Acid,,chartevents,1806,Chemistry,,,,carevue,,, +,,,,,50849,"TOTAL PROTEIN, ASCITES",,labevents,1805,CHEMISTRY,,ASCITES,2883-7,,,, +,,,,,539,Pericardial Drainage,,chartevents,1800,,,,,carevue,,, +,,,,,1600,HIGH MINUTE VOLUME,,chartevents,1793,,,,,carevue,,, +,,,,,3381,Cyclogyl,,chartevents,1782,,,,,carevue,,, +,,,,,51098,"PROT. ELECTROPHORESIS, URINE",,labevents,1780,CHEMISTRY,,URINE,13438-7,,,, +,,,,,3816,Urine Glucose,,chartevents,1774,Urine,,,,carevue,,, +,,,,,51259,OTHER CELLS,,labevents,1762,HEMATOLOGY,,BLOOD,729-4,,,, +,,,,,81,Brachial Pulse [Right],,chartevents,1761,,,,,carevue,,, +,,,,,91,CPM,,chartevents,1755,,,,,carevue,,, +,,,,,349,ImpSkin Character #6,,chartevents,1753,,,,,carevue,,, +,,,,,2146,edvi,,chartevents,1739,,,,,carevue,,, +,,,,,3811,Triglyceride (0-250),,chartevents,1734,Chemistry,,,,carevue,,, +,,Cerebral Ventricular #2,,,226607,Cerebral Ventricular #2,mL,outputevents,1729,Drains,,,,metavision,,Numeric, +,,,,,3423,Family Meeting held,,chartevents,1727,,,,,carevue,,, +,,,,,7078,Ranitidine/Zantac,,chartevents,1723,,,,,carevue,,, +,,,,,3667,Transfusion Consent,,chartevents,1717,,,,,carevue,,, +,,,,,3474,Indomethacin/Indocin,,chartevents,1704,,,,,carevue,,, +,,,,,566,PressSoreCleansing#3,,chartevents,1701,,,,,carevue,,, +,,Patient/Family Informed_V1,,,224855,Patient/Family Informed_V1,,chartevents,1700,Restraint/Support Systems,,,,metavision,,Checkbox, +,,,,,3365,Chest Tube Suction,,chartevents,1694,,,,,carevue,,, +,,,,,3640,Surgical Procedures,,chartevents,1694,,,,,carevue,,, +,,,,,3380,Cry,,chartevents,1677,,,,,carevue,,, +,,,,,575,Pressure Sore Odor#3,,chartevents,1671,,,,,carevue,,, +,,,,,1813,Morphine Sulfate,,chartevents,1660,,,,,carevue,,, +,,Rectal Tube,,,226583,Rectal Tube,mL,outputevents,1660,Output,,,,metavision,,Numeric, +,,Uric Acid,,,225695,Uric Acid,None,chartevents,1656,Labs,,,,metavision,,Numeric, +,,,,,429,LVAD Flow LPM,,chartevents,1645,,,,,carevue,,, +,,,,,40093,Drain Out #1 T Tube,,outputevents,1609,,,,,carevue,,, +,,,,,51197,ELLIPTOCYTES,,labevents,1606,HEMATOLOGY,,BLOOD,6681-1,,,, +,,,,,41,Alarms Activated,,chartevents,1604,,,,,carevue,,, +,,,,,4372,Desitin,,chartevents,1602,,,,,carevue,,, +,,,,,50944,HIV ANTIBODY,,labevents,1597,CHEMISTRY,,BLOOD,5220-9,,,, +,,,,,826,Phenobarbital,,chartevents,1594,Drug Level,,,,carevue,,, +,,,,,4603,Trach/Size,,chartevents,1591,,,,,carevue,,, +,,,,,8481,VAD Beat Rate [Left],,chartevents,1591,,,,,carevue,,, +,,BiPap IPAP,,,227580,BiPap IPAP,cmH2O,chartevents,1590,Respiratory,,,,metavision,,Numeric, +,,,,,3819,Urine Leukocytes,,chartevents,1584,Urine,,,,carevue,,, +,,Epidural Bolus (mL),,,224411,Epidural Bolus (mL),mL,chartevents,1584,Pain/Sedation,,,,metavision,,Numeric, +,,,,,40331,Gastric Jejunostomy Tube,,outputevents,1574,,,,,carevue,,, +,,,,,3351,Car Safety Seat Screen [Remark],,chartevents,1564,,,,,carevue,,, +,,,,,3362,Chest Tube Assessm't,,chartevents,1559,,,,,carevue,,, +,,,,,486,Ostomy Care,,chartevents,1556,,,,,carevue,,, +,,,,,792,Cyclosporin,,chartevents,1552,Drug Level,,,,carevue,,, +,,,,,51216,FRAGMENTED CELLS,,labevents,1552,HEMATOLOGY,,BLOOD,10373-9,,,, +,,,,,3818,Urine Ketones,,chartevents,1539,Urine,,,,carevue,,, +,,,,,3288,O2 sat [Pre],,chartevents,1533,,,,,carevue,,, +,,,,,4370,Circ site,,chartevents,1529,,,,,carevue,,, +,,,,,51447,MACROPHAGES,,labevents,1528,HEMATOLOGY,,PLEURAL,40520-9,,,, +,,,,,51439,"WBC, OTHER FLUID",,labevents,1519,HEMATOLOGY,,OTHER BODY FLUID,26466-3,,,, +,,,,,51448,MESOTHELIAL CELLS,,labevents,1511,HEMATOLOGY,,PLEURAL,30431-1,,,, +,,HDL,,,220624,HDL,None,chartevents,1510,Labs,,,,metavision,,Numeric, +,,14 Gauge placed in the field,,,228097,14 Gauge placed in the field,,chartevents,1507,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,SVRI (PiCCO),,,228185,SVRI (PiCCO),dynes.sec.cm-5/m2,chartevents,1506,PiCCO,,,,metavision,,Numeric, +,,,,,8421,Inc #6 [Appearance],,chartevents,1500,,,,,carevue,,, +,,,,,608,Recruit Breath,,chartevents,1498,,,,,carevue,,, +,,,,,50937,HEPATITIS A VIRUS ANTIBODY,,labevents,1494,CHEMISTRY,,BLOOD,5183-9,,,, +,,Hemovac #1,,,226604,Hemovac #1,mL,outputevents,1490,Drains,,,,metavision,,Numeric, +,,,,,42871,Drain Out #2 JP Medial,,outputevents,1487,,,,,carevue,,, +,,,,,3592,Prongs Changed,,chartevents,1482,,,,,carevue,,, +,,,,,108,CT #4 Crepitus,,chartevents,1473,,,,,carevue,,, +,,,,,3595,Recombivax,,chartevents,1464,,,,,carevue,,, +,,,,,5492,Vitamin A,,chartevents,1462,,,,,carevue,,, +,,,,,538,Pericard Drain Stat,,chartevents,1458,,,,,carevue,,, +,,,,,8372,Brachial Pulse [Left],,chartevents,1457,,,,,carevue,,, +,,R Nephrostomy,,,226564,R Nephrostomy,mL,outputevents,1455,Output,,,,metavision,,Numeric, +,,,,,667,TCPCV Apnea Settings,,chartevents,1454,,,,,carevue,,, +,,ACT,,,220507,Activated Clotting Time,None,chartevents,1448,Labs,,,,metavision,,Numeric, +,,,,,1578,HI/Minute/Vol,,chartevents,1445,,,,,carevue,,, +,,T Tube,,,226603,T Tube,mL,outputevents,1439,Drains,,,,metavision,,Numeric, +,,,,,26,AaDO2,,chartevents,1428,,,,,carevue,,, +,,,,,371,ImpSkin #4 [Width],,chartevents,1423,,,,,carevue,,, +,,,,,51469,CALCIUM OXALATE CRYSTALS,,labevents,1420,HEMATOLOGY,,URINE,5774-5,,,, +,,,,,606,Rec. Breath Pressure,,chartevents,1419,,,,,carevue,,, +,,,,,3452,Head US,,chartevents,1419,,,,,carevue,,, +,,,,,607,Rec.Breath Time(sec),,chartevents,1418,,,,,carevue,,, +,,,,,6282,Bed Rotation,,chartevents,1418,,,,,carevue,,, +,,LDL calculated,,,225671,LDL calculated,None,chartevents,1414,Labs,,,,metavision,,Numeric, +,,,,,3352,Cardiac Echo,,chartevents,1412,,,,,carevue,,, +,,,,,50857,ACETONE,,labevents,1409,CHEMISTRY,,BLOOD,5567-3,,,, +,,,,,40086,Drain Out #2 Pigtail,,outputevents,1406,,,,,carevue,,, +,,Digoxin,,,227440,Digoxin,None,chartevents,1403,Labs,,,,metavision,,Numeric with tag, +,,,,,1526,D-Dimer,,chartevents,1393,Coags,,,,carevue,,, +,,Site Length #9,,,227602,Impaired Skin Length #9,cm,chartevents,1367,Skin - Impairment,,,,metavision,,Numeric, +,,SVV (PiCCO),,,228184,SVV (PiCCO),%,chartevents,1366,PiCCO,,,,metavision,,Numeric, +,,,,,367,ImpSkin Wound Base#6,,chartevents,1360,,,,,carevue,,, +,,,,,50891,C4,,labevents,1352,CHEMISTRY,,BLOOD,4498-2,,,, +,,,,,174,Emesis [Appearance],,chartevents,1343,,,,,carevue,,, +,,,,,3369,Clindamycin,,chartevents,1341,,,,,carevue,,, +,,,,,1492,High MV Alarm,,chartevents,1332,,,,,carevue,,, +,,,,,266,INV Line#7 Zero/Cal,,chartevents,1331,,,,,carevue,,, +,,,,,809,Gentamycin/Random,,chartevents,1322,Drug Level,,,,carevue,,, +,,,,,40388,Stool Out (non-specific),,outputevents,1316,,,,,carevue,,, +,,Site Width #9,,,227614,Impaired Skin Width #9,cm,chartevents,1315,Skin - Impairment,,,,metavision,,Numeric, +,,,,,4568,circ site,,chartevents,1314,,,,,carevue,,, +,,,,,351,ImpSkin #6 [Drain],,chartevents,1312,,,,,carevue,,, +,,,,,556,PressSore Depth #2,,chartevents,1307,,,,,carevue,,, +,,,,,1702,GI#3 tube PlaceCheck,,chartevents,1302,,,,,carevue,,, +,,Cordis/Introducer Line Tip Cultured,,,225724,Cordis/Introducer Line Tip Cultured,,chartevents,1301,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,50890,C3,,labevents,1290,CHEMISTRY,,BLOOD,4485-9,,,, +,,,,,43174,Stool .,,outputevents,1287,,,,,carevue,,, +,,,,,51147,BITE CELLS,,labevents,1287,HEMATOLOGY,,BLOOD,10371-3,,,, +,,,,,271,INV Line#8 [Type],,chartevents,1284,,,,,carevue,,, +,,,,,8487,Med Wasted [Amount],,chartevents,1284,,,,,carevue,,, +,,,,,50997,TOBRAMYCIN,,labevents,1282,CHEMISTRY,,BLOOD,35670-9,,,, +,,,,,4256,Cefotaxime,,chartevents,1280,,,,,carevue,,, +,,,,,8399,INV Line#8 [Site],,chartevents,1274,,,,,carevue,,, +,,Restraints Ordered,,,224856,Restraints Ordered,,chartevents,1267,Restraint/Support Systems,,,,metavision,,Checkbox, +,,,,,4273,Zantac,,chartevents,1266,,,,,carevue,,, +,,,,,43433,Ostomies Ileostomy,,outputevents,1248,,,,,carevue,,, +,,,,,1599,HIGH MINUTE VENT.,,chartevents,1245,,,,,carevue,,, +,,,,,50843,"LACTATE DEHYDROGENASE, ASCITES",,labevents,1243,CHEMISTRY,,ASCITES,2531-2,,,, +,,GEDI (PiCCO),,,228180,GEDI (PiCCO),mL/m2,chartevents,1236,PiCCO,,,,metavision,,Numeric, +,,,,,4504,Heparin Flush,,chartevents,1211,,,,,carevue,,, +,,,,,3528,Na Bicarbonate,,chartevents,1210,,,,,carevue,,, +,,Tobacco use,,,225108,Tobacco use,,chartevents,1197,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,50915,D-DIMER,,labevents,1192,CHEMISTRY,,BLOOD,,,,, +,,,,,50842,"GLUCOSE, ASCITES",,labevents,1186,CHEMISTRY,,ASCITES,2347-3,,,, +,,ELWI (PiCCO),,,228179,ELWI (PiCCO),ml/kg,chartevents,1184,PiCCO,,,,metavision,,Numeric, +,,,,,8486,Initials (2 RNs) [RN #2],,chartevents,1182,,,,,carevue,,, +,,L Nephrostomy,,,226565,L Nephrostomy,mL,outputevents,1179,Output,,,,metavision,,Numeric, +,,,,,5394,stoma,,chartevents,1177,,,,,carevue,,, +,,,,,51108,URINE VOLUME,,labevents,1174,CHEMISTRY,,URINE,28009-9,,,, +,,,,,4641,desitin,,chartevents,1168,,,,,carevue,,, +,,,,,213,Heart Sounds,,chartevents,1166,,,,,carevue,,, +,,Pheresis Catheter Dressing Occlusive,,,227362,Pheresis Catheter Dressing Occlusive,,chartevents,1166,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1336,Protonix,,chartevents,1146,,,,,carevue,,, +,,,,,3396,ECG,,chartevents,1145,,,,,carevue,,, +,,Pheresis Catheter placed in outside facility,,,226122,Pheresis Catheter placed in outside facility,,chartevents,1145,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,8413,ImpSkin #4 [Length],,chartevents,1143,,,,,carevue,,, +,,Brain Natiuretic Peptide (BNP),,,227446,Brain Natiuretic Peptide (BNP),None,chartevents,1141,Labs,,,,metavision,,Numeric with tag, +,,,,,51352,MACROPHAGE,,labevents,1138,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),30426-1,,,, +,,PAR-Remain sedated,,,228233,PAR-Remain sedated,,chartevents,1137,Routine Vital Signs,,,,metavision,,Checkbox, +,,,,,40288,PACU Out PACU Urine,,outputevents,1134,,,,,carevue,,, +,,,,,1616,High MV.,,chartevents,1129,,,,,carevue,,, +,,,,,1738,high/min/vent,,chartevents,1116,,,,,carevue,,, +,,,,,5727,Hi MV,,chartevents,1109,,,,,carevue,,, +,,,,,4707,Circ,,chartevents,1088,,,,,carevue,,, +,,,,,8512,Car Safety Seat Screen [Result],,chartevents,1085,,,,,carevue,,, +,,,,,51428,MACROPHAGE,,labevents,1078,HEMATOLOGY,,OTHER BODY FLUID,12230-9,,,, +,,,,,40648,Drain Out #3 Other,,outputevents,1063,,,,,carevue,,, +,,,,,50836,"AMYLASE, ASCITES",,labevents,1059,CHEMISTRY,,ASCITES,1797-0,,,, +,,,,,51513,URINE SPECIMEN TYPE,,labevents,1059,HEMATOLOGY,,URINE,19159-3,,,, +,,Jackson Pratt #4,,,226602,Jackson Pratt #4,mL,outputevents,1059,Drains,,,,metavision,,Numeric, +,,,,,51505,URIC ACID CRYSTALS,,labevents,1057,HEMATOLOGY,,URINE,5817-2,,,, +,,,,,3637,Suck,,chartevents,1054,,,,,carevue,,, +,,IC2,,,227989,Intra Cranial Pressure #2,mmHg,chartevents,1052,Hemodynamics,,,,metavision,,Numeric, +,,,,,4267,heparin flush,,chartevents,1051,,,,,carevue,,, +,,,,,3482,KUB,,chartevents,1050,,,,,carevue,,, +,,,,,4189,Sucrose,,chartevents,1028,,,,,carevue,,, +,,Presep Catheter Zero/Calibrate,,,225389,Presep Catheter Zero/Calibrate,,chartevents,1025,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,51095,"PHOSPHATE, URINE",,labevents,1019,CHEMISTRY,,URINE,2778-9,,,, +,,,,,4225,Heparin flush,,chartevents,1008,,,,,carevue,,, +,,,,,970,TRACH CARE,,chartevents,1006,,,,,carevue,,, +,,P High (APRV),,,224705,P High (APRV),cmH2O,chartevents,1006,Respiratory,,,,metavision,,Numeric, +,,Medication Infusion Rate,,,227812,Medication Infusion Rate - Adjunctive Pain Management,None,chartevents,1006,Pain/Sedation,,,,metavision,,Numeric, +,,,,,458,Nares [Right],,chartevents,1002,,,,,carevue,,, +,,CFI (PiCCO),,,228176,CFI (PiCCO),L/min,chartevents,996,PiCCO,,,,metavision,,Numeric, +,,AVA Line Zero/Calibrate,,,227731,AVA Line Zero/Calibrate,,chartevents,991,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,3777,Mix Venous pH,,chartevents,990,Mixed VBGs,,,,carevue,,, +,,,,,3774,Mix Venous PCO2,,chartevents,989,Mixed VBGs,,,,carevue,,, +,,,,,3775,Mix Venous PO2,,chartevents,989,Mixed VBGs,,,,carevue,,, +,,T High (APRV),,,224707,T High (APRV),sec,chartevents,981,Respiratory,,,,metavision,,Numeric, +,,P Low (APRV),,,224706,P Low (APRV),cmH2O,chartevents,976,Respiratory,,,,metavision,,Numeric, +,,T Low (APRV),,,224709,T Low (APRV),sec,chartevents,971,Respiratory,,,,metavision,,Numeric, +,,MDI #3 Puff,,,224175,MDI #3 Puff,None,chartevents,970,Respiratory,,,,metavision,,Numeric, +,,,,,3601,Replogle Irrigation,,chartevents,968,,,,,carevue,,, +,,QTc,,,224359,QTc,sec,chartevents,967,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,50968,"PHENYTOIN, FREE",,labevents,960,CHEMISTRY,,BLOOD,3969-3,,,, +,,,,,274,INV Line#8SiteAppear,,chartevents,958,,,,,carevue,,, +,,,,,6381,Zosyn,,chartevents,957,,,,,carevue,,, +,,Epidural Total Dose (mL),,,224367,Epidural Total Dose (mL),mL,chartevents,953,Pain/Sedation,,,,metavision,,Numeric, +,,,,,51261,PAPPENHEIMER BODIES,,labevents,943,HEMATOLOGY,,BLOOD,7795-8,,,, +,,,,,501,PCV Exh Vt (Obser),,chartevents,942,,,,,carevue,,, +,,,,,804,Ethanol,,chartevents,930,Drug Level,,,,carevue,,, +,,,,,1566,high min vol,,chartevents,930,,,,,carevue,,, +,,,,,8500,Apnea [Duration],,chartevents,930,,,,,carevue,,, +,,Central Venous O2% Sat,,,227686,Central Venous O2% Sat,%,chartevents,915,Labs,,,,metavision,,Numeric, +,,,,,1658,driving pressure,,chartevents,904,,,,,carevue,,, +,,,,,50969,"PHENYTOIN, PERCENT FREE",,labevents,895,CHEMISTRY,,BLOOD,10548-6,,,, +,,Site Length #10,,,227603,Impaired Skin Length #10,cm,chartevents,891,Skin - Impairment,,,,metavision,,Numeric, +,,,,,50957,LITHIUM,,labevents,890,CHEMISTRY,,BLOOD,3719-2,,,, +,,,,,50892,CA-125,,labevents,889,CHEMISTRY,,BLOOD,10334-1,,,, +,,,,,3831,Venous O2,,chartevents,886,Venous ABG,,,,carevue,,, +,,,,,50899,CARBAMAZEPINE,,labevents,882,CHEMISTRY,,BLOOD,3432-2,,,, +,,,,,3829,Venous Base Excess,,chartevents,881,Venous ABG,,,,carevue,,, +,,,,,3326,Babygram,,chartevents,880,,,,,carevue,,, +,,,,,6333,bed rotation,,chartevents,880,,,,,carevue,,, +,,,,,3367,Circumcision,,chartevents,878,,,,,carevue,,, +,,,,,1000,cisatricurium,,chartevents,877,,,,,carevue,,, +,,,,,50946,HUMAN CHORIONIC GONADOTROPIN,,labevents,872,CHEMISTRY,,BLOOD,2119-6,,,, +,,Pericardial,,,226612,Pericardial,mL,outputevents,869,Drains,,,,metavision,,Numeric, +,,,,,8442,Nares [Left],,chartevents,867,,,,,carevue,,, +,,GI pH,,,227586,GI pH,None,chartevents,863,GI/GU,,,,metavision,,Numeric, +,,,,,3514,Mottles,,chartevents,863,,,,,carevue,,, +,,,,,40289,Stool Out Ostomy,,outputevents,862,,,,,carevue,,, +,,Negative Insp. Force,,,224419,Negative Insp. Force,cmH2O,chartevents,858,Respiratory,,,,metavision,,Numeric, +,,Site Depth #7,,,224900,Impaired Skin Depth #7,cm,chartevents,849,Skin - Impairment,,,,metavision,,Numeric, +,,,,,4362,Prune Juice,,chartevents,846,,,,,carevue,,, +,,,,,511,PT Splint #4 [Location],,chartevents,845,,,,,carevue,,, +,,,,,563,Pressure Sore #3 [Width],,chartevents,845,,,,,carevue,,, +,,,,,8453,PT Splint #4 [Status],,chartevents,844,,,,,carevue,,, +,,Site Width #10,,,227615,Impaired Skin Width #10,cm,chartevents,843,Skin - Impairment,,,,metavision,,Numeric, +,,,,,3757,Gentamicin Pre (0-2),,chartevents,841,Drug level,,,,carevue,,, +,,,,,702,Transcut Pad Place,,chartevents,840,,,,,carevue,,, +,,,,,50980,RHEUMATOID FACTOR,,labevents,834,CHEMISTRY,,BLOOD,6928-6,,,, +,,,,,40537,Cerebral Drain Subdural,,outputevents,832,,,,,carevue,,, +,,,,,51231,HOWELL-JOLLY BODIES,,labevents,829,HEMATOLOGY,,BLOOD,7793-3,,,, +,,,,,63,BIPAP - BPM,,chartevents,825,,,,,carevue,,, +,,,,,3472,Image Transmission,,chartevents,820,,,,,carevue,,, +,,,,,50948,IMMUNOFIXATION,,labevents,815,CHEMISTRY,,BLOOD,49275-1,,,, +,,,,,383,Inc Cleansing #4,,chartevents,812,,,,,carevue,,, +,,,,,50945,HOMOCYSTEINE,,labevents,812,CHEMISTRY,,BLOOD,13965-9,,,, +,,,,,6851,Rotation,,chartevents,803,,,,,carevue,,, +,,,,,41866,Cerebral Drain Other,,outputevents,794,,,,,carevue,,, +,,,,,50872,ANTI-NEUTROPHIL CYTOPLASMIC ANTIBODY,,labevents,794,CHEMISTRY,,BLOOD,35279-9,,,, +,,,,,51086,"IMMUNOFIXATION, URINE",,labevents,791,CHEMISTRY,,URINE,49276-9,,,, +,,,,,1001,rotation,,chartevents,789,,,,,carevue,,, +,,,,,854,Vancomycin/Peak,,chartevents,785,Drug Level,,,,carevue,,, +,,Total Protein,,,220650,Total Protein,None,chartevents,785,Labs,,,,metavision,,Numeric, +,,,,,695,Tract/Imm Location#3,,chartevents,784,,,,,carevue,,, +,,,,,699,Traction/Immobile #3,,chartevents,783,,,,,carevue,,, +,,Pump Speed,,,228195,Pump Speed,None,chartevents,780,Tandem Heart,,,,metavision,,Numeric, +,,,,,8465,Pressure Sore #3 [Length],,chartevents,779,,,,,carevue,,, +,,,,,3223,Bedbath,,chartevents,778,,,,,carevue,,, +,,Stroke Volume Index (SVI NICOM),,,228375,Stroke Volume Index (SVI NICOM),%,chartevents,778,NICOM,,,,metavision,,Numeric, +,,,,,3562,Palate,,chartevents,777,,,,,carevue,,, +,,,,,3756,Gentamicin Post 5-10,,chartevents,775,Drug Level,,,,carevue,,, +,,,,,3449,Grasp,,chartevents,769,,,,,carevue,,, +,,D-Dimer,,,225636,D-Dimer,None,chartevents,764,Labs,,,,metavision,,Numeric, +,,,,,4410,umbilical hernia,,chartevents,763,,,,,carevue,,, +,,,,,4383,Aldactone,,chartevents,760,,,,,carevue,,, +,,,,,51026,"AMYLASE, BODY FLUID",,labevents,757,CHEMISTRY,,OTHER BODY FLUID,1795-4,,,, +,,,,,835,Sed Rate,,chartevents,752,Hematology,,,,carevue,,, +,,Pigtail #2,,,226620,Pigtail #2,mL,outputevents,750,Drains,,,,metavision,,Numeric, +,,Dialysis Catheter Tip Cultured,,,225725,Dialysis Catheter Tip Cultured,,chartevents,745,Access Lines - Invasive,,,,metavision,,Checkbox, +,,C Reactive Protein (CRP),,,227444,C Reactive Protein (CRP),None,chartevents,743,Labs,,,,metavision,,Numeric with tag, +,,,,,1659,high min vent,,chartevents,735,,,,,carevue,,, +,,,,,8462,Pressure Sore #3 [Amount],,chartevents,733,,,,,carevue,,, +,,,,,51047,"AMYLASE, PLEURAL",,labevents,726,CHEMISTRY,,PLEURAL,1796-2,,,, +,,,,,40428,Urine Out Straight Cath,,outputevents,722,,,,,carevue,,, +,,,,,405,Inc/Wound Packing #2,,chartevents,722,,,,,carevue,,, +,,,,,50938,HEPATITIS A VIRUS IGM ANTIBODY,,labevents,722,CHEMISTRY,,BLOOD,22314-9,,,, +,,,,,133,Cont.Nebulizer(Drug),,chartevents,721,,,,,carevue,,, +,,,,,4585,circ,,chartevents,721,,,,,carevue,,, +,,,,,4539,Nystatin,,chartevents,717,,,,,carevue,,, +,,,,,50932,GRAY TOP HOLD (PLASMA),,labevents,717,CHEMISTRY,,BLOOD,,,,, +,,,,,523,Pain Level (Movemnt),,chartevents,716,,,,,carevue,,, +,,,,,1054,protonix,,chartevents,716,,,,,carevue,,, +,,,,,51411,CD45,,labevents,715,HEMATOLOGY,,OTHER BODY FLUID,17823-6,,,, +,,Cardiac Output (CO NICOM),,,228369,Cardiac Output (CO NICOM),L/min,chartevents,715,NICOM,,,,metavision,,Numeric, +,,,,,1022,Trach care,,chartevents,710,,,,,carevue,,, +,,Sed Rate,,,227470,Sed Rate,None,chartevents,700,Labs,,,,metavision,,Numeric with tag, +,,,,,4956,Umbi hernia,,chartevents,699,,,,,carevue,,, +,,,,,1685,HI MV,,chartevents,698,,,,,carevue,,, +,,,,,43178,Repogle Tube OGT,,outputevents,695,,,,,carevue,,, +,,Ammonia,,,220580,Ammonia,None,chartevents,694,Labs,,,,metavision,,Numeric, +,,Oxygenator Sweep Rate,,,228192,Oxygenator Sweep Rate,L/min,chartevents,691,Tandem Heart,,,,metavision,,Numeric, +,,Tandem Heart Flow,,,228198,Tandem Heart Flow,L/min,chartevents,688,Tandem Heart,,,,metavision,,Numeric, +,,,,,8427,Inc #6 [Amount],,chartevents,687,,,,,carevue,,, +,,,,,2059,Driving pressure,,chartevents,686,,,,,carevue,,, +,,,,,51236,INPATIENT HEMATOLOGY/ONCOLOGY SMEAR,,labevents,685,HEMATOLOGY,,BLOOD,,,,, +,,,,,51379,MONOCYTES,,labevents,683,HEMATOLOGY,,JOINT FLUID,17835-0,,,, +,,,,,51382,POLYS,,labevents,683,HEMATOLOGY,,JOINT FLUID,26522-3,,,, +,,,,,51384,"WBC, JOINT FLUID",,labevents,683,HEMATOLOGY,,JOINT FLUID,26469-7,,,, +,,,,,51398,CD19,,labevents,682,HEMATOLOGY,,OTHER BODY FLUID,17829-3,,,, +,,,,,3661,Tone,,chartevents,680,,,,,carevue,,, +,,Oxygenator/ECMO,,,228193,Oxygenator/ECMO,,chartevents,680,Tandem Heart,,,,metavision,,Checkbox, +,,,,,50939,"HEPATITIS B CORE ANTIBODY, IGM",,labevents,677,CHEMISTRY,,BLOOD,31204-1,,,, +,,Stroke Volume Variation (SVI NICOM),,,228376,Stroke Volume Variation (SVV NICOM),None,chartevents,676,NICOM,,,,metavision,,Numeric, +,,,,,40292,Drain Out #2 T Tube,,outputevents,674,,,,,carevue,,, +,,Stroke Volume (SV NICOM),,,228374,Stroke Volume (SV NICOM),mL/beat,chartevents,673,NICOM,,,,metavision,,Numeric, +,,Total Granulocyte Count (TGC),,,225692,Total Granulocyte Count (TGC),None,chartevents,672,Labs,,,,metavision,,Numeric, +,,,,,3454,Heptavax,,chartevents,670,,,,,carevue,,, +,,,,,1418,multipodus boots,,chartevents,667,,,,,carevue,,, +,,,,,3358,Chest Appearance,,chartevents,667,,,,,carevue,,, +,,Infusion Pressure of Line,,,228191,Infusion Pressure of Line,None,chartevents,665,Tandem Heart,,,,metavision,,Numeric, +,,PCV Level (Avea),,,224702,PCV Level (Avea),cmH2O,chartevents,661,Respiratory,,,,metavision,,Numeric, +,,,,,51085,"HCG, URINE, QUALITATIVE",,labevents,659,CHEMISTRY,,URINE,2106-3,,,, +,,,,,3489,Lips,,chartevents,658,,,,,carevue,,, +,,,,,7058,Vapotherm,,chartevents,658,,,,,carevue,,, +,,Cannulas Visible,,,228187,Cannulas Visible,,chartevents,657,Tandem Heart,,,,metavision,,Checkbox, +,,Access Site Observed (Tandem Heart),,,228186,Access Site Observed (Tandem Heart),,chartevents,653,Tandem Heart,,,,metavision,,Checkbox, +,,Return Site Observed (Tandem Heart),,,228196,Return Site Observed (Tandem Heart),,chartevents,653,Tandem Heart,,,,metavision,,Checkbox, +,,,,,7114,Ostomy bag,,chartevents,651,,,,,carevue,,, +,,,,,6330,Bed rotation,,chartevents,648,,,,,carevue,,, +,,Infusate Drops/Minute,,,228190,Infusate Drops/Minute,None,chartevents,648,Tandem Heart,,,,metavision,,Numeric, +,,,,,51229,"HEPARIN, LMW",,labevents,643,HEMATOLOGY,,BLOOD,32684-3,,,, +,,,,,51015,"LACTATE DEHYDROGENASE, CSF",,labevents,642,CHEMISTRY,,CEREBROSPINAL FLUID (CSF),2528-8,,,, +,,,,,51342,WRIGHT GIEMSA,,labevents,637,HEMATOLOGY,,BONE MARROW,10355-6,,,, +,,,,,7983,Hydrocele,,chartevents,636,,,,,carevue,,, +,,,,,51453,OTHER,,labevents,633,HEMATOLOGY,,PLEURAL,,,,, +,,RVAD,,,220128,Right Ventricular Assist Device Flow,L/min,chartevents,632,Hemodynamics,,,,metavision,,Numeric, +,,,,,3397,EEG,,chartevents,628,,,,,carevue,,, +,,Vacuum Assist,,,224659,Vacuum Assist,mmHg,chartevents,626,Hemodynamics,,,,metavision,,Numeric, +,,VAD Beat Rate R,,,223775,VAD Beat Rate R,bpm,chartevents,625,Hemodynamics,,,,metavision,,Numeric, +,,,,,447,Minimal Leak Present,,chartevents,622,,,,,carevue,,, +,,,,,3668,Tremors,,chartevents,616,,,,,carevue,,, +,,,,,1510,high Ve,,chartevents,615,,,,,carevue,,, +,,,,,3657,Terminal Sensitivity,,chartevents,607,,,,,carevue,,, +,,,,,42278,Drain Out #3 Pigtail,,outputevents,605,,,,,carevue,,, +,,,,,372,ImpSkin #5 [Width],,chartevents,604,,,,,carevue,,, +,,,,,4595,Criticaid,,chartevents,601,,,,,carevue,,, +,,,,,40068,Stool Out Other,,outputevents,595,,,,,carevue,,, +,,,,,50895,CALCULATED TBG,,labevents,592,CHEMISTRY,,BLOOD,3027-0,,,, +,,,,,51005,UPTAKE RATIO,,labevents,592,CHEMISTRY,,BLOOD,3050-2,,,, +,,,,,3532,Nasal Congestion,,chartevents,591,,,,,carevue,,, +,,,,,51373,"JOINT CRYSTALS, NUMBER",,labevents,591,HEMATOLOGY,,JOINT FLUID,,,,, +,,,,,4625,Nystatin ointment,,chartevents,584,,,,,carevue,,, +,,,,,50896,CALCULATED THYROXINE (T4) INDEX,,labevents,584,CHEMISTRY,,BLOOD,32215-6,,,, +,,Presep Catheter Dressing Occlusive,,,227419,Presep Catheter Dressing Occlusive,,chartevents,583,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,2591,FENOLDOPAM MCG/KG/MN,,chartevents,580,,,,,carevue,,, +,,,,,51297,THROMBIN,,labevents,580,HEMATOLOGY,,BLOOD,3243-3,,,, +,,,,,51424,IMMUNOPHENOTYPING,,labevents,574,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,44201,lumbar drain,,outputevents,572,,,,,carevue,,, +,,,,,343,Imp Skin Cleanse #6,,chartevents,567,,,,,carevue,,, +,,,,,1551,high MV,,chartevents,567,,,,,carevue,,, +,,,,,50874,"ANTI-NUCLEAR ANTIBODY, TITER",,labevents,565,CHEMISTRY,,BLOOD,8061-4,,,, +,,,,,3458,HiB Vaccine,,chartevents,563,,,,,carevue,,, +,,,,,6541,methadone mg /hr,,chartevents,563,,,,,carevue,,, +,,,,,1720,high exhale MV,,chartevents,559,,,,,carevue,,, +,,,,,51425,KAPPA,,labevents,555,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,51426,LAMBDA,,labevents,555,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,51243,LUPUS ANTICOAGULANT,,labevents,554,HEMATOLOGY,,BLOOD,,,,, +,,Site Depth #9,,,227596,Impaired Skin Depth #9,cm,chartevents,553,Skin - Impairment,,,,metavision,,Numeric, +,,,,,50898,CANCER ANTIGEN 27.29,,labevents,551,CHEMISTRY,,BLOOD,17842-6,,,, +,,,,,1121,HI/Minute/Vol/Alarm,,chartevents,550,,,,,carevue,,, +,,,,,1621,High/Min/Vent,,chartevents,549,,,,,carevue,,, +,,,,,1632,PMV,,chartevents,549,,,,,carevue,,, +,,,,,724,Vision - EPAP,,chartevents,548,,,,,carevue,,, +,,,,,726,Vision - Mode,,chartevents,548,,,,,carevue,,, +,,,,,4560,Umbilical hernia,,chartevents,547,,,,,carevue,,, +,,,,,2129,Driving Pressure,,chartevents,546,,,,,carevue,,, +,,,,,51434,OTHER CELL,,labevents,546,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,Vital Cap,,,224420,Vital Cap,Liters,chartevents,543,Respiratory,,,,metavision,,Numeric, +,,Triple Introducer placed in outside facility,,,226120,Triple Introducer placed in outside facility,,chartevents,543,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,4549,criticaid,,chartevents,539,,,,,carevue,,, +,,,,,50988,TESTOSTERONE,,labevents,539,CHEMISTRY,,BLOOD,2986-8,,,, +,,,,,40095,Drain Out #2 Wound Vac,,outputevents,536,,,,,carevue,,, +,,Cath Lab,,,226632,Cath Lab,mL,outputevents,536,Output,,,,metavision,,Numeric, +,,,,,4238,Eye Exam,,chartevents,535,,,,,carevue,,, +,,,,,3744,Blood Glucose,,chartevents,533,Chemistry,,,,carevue,,, +,,,,,3510,Molding,,chartevents,532,,,,,carevue,,, +,,Triple Introducer Dressing Occlusive,,,227354,Triple Introducer Dressing Occlusive,,chartevents,529,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Vibration in Line,,,228200,Vibration in Line,,chartevents,529,Tandem Heart,,,,metavision,,Checkbox, +,,,,,1499,high min. vol,,chartevents,525,,,,,carevue,,, +,,,,,7027,vacuum,,chartevents,523,,,,,carevue,,, +,,Sheath Zero/Calibrate,,,225771,Sheath Zero/Calibrate,,chartevents,519,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,51264,PLATELET CLUMPS,,labevents,518,HEMATOLOGY,,BLOOD,40741-1,,,, +,,,,,3,ABI (R),,chartevents,517,,,,,carevue,,, +,,,,,5,ABI Brachial BP [Right],,chartevents,517,,,,,carevue,,, +,,,,,4,ABI Ankle BP [Right],,chartevents,515,,,,,carevue,,, +,,,,,725,Vision - IPAP,,chartevents,515,,,,,carevue,,, +,,,,,4272,Ranitidine,,chartevents,515,,,,,carevue,,, +,,,,,51138,ANTICARDIOLIPIN ANTIBODY IGG,,labevents,514,HEMATOLOGY,,BLOOD,8065-5,,,, +,,,,,51139,ANTICARDIOLIPIN ANTIBODY IGM,,labevents,514,HEMATOLOGY,,BLOOD,3182-3,,,, +,,Skeletal Traction #1 - Pounds,,,227775,Skeletal Traction #1 - Pounds,lbs,chartevents,508,Treatments,,,,metavision,,Numeric, +,,,,,8405,ImpSkin #6 [Amount],,chartevents,503,,,,,carevue,,, +,,,,,2,ABI (L),,chartevents,500,,,,,carevue,,, +,,,,,40287,Drain Out #4 Other,,outputevents,500,,,,,carevue,,, +,,,,,3098,hi mv,,chartevents,499,,,,,carevue,,, +,,,,,3496,Lumbar Puncture,,chartevents,499,,,,,carevue,,, +,,Estimated Energy Needs/Kg,,,226183,Estimated Energy Needs/Kg,kcal/kg,chartevents,496,General,,,,metavision,,Numeric, +,,,,,3298,Albuterol MDI,,chartevents,494,,,,,carevue,,, +,,,,,51105,"URIC ACID, URINE",,labevents,494,CHEMISTRY,,URINE,3086-6,,,, +,,In-line Suction Changed,,,227807,In-line Suction Catheter Changed,,chartevents,494,Respiratory,,,,metavision,,Checkbox, +,,,,,1746,hi MV,,chartevents,493,,,,,carevue,,, +,,,,,4279,Hep flush,,chartevents,493,,,,,carevue,,, +,,,,,3802,SGPT,,chartevents,491,Chemistry,,,,carevue,,, +,,,,,4701,Stoma,,chartevents,491,,,,,carevue,,, +,,Tap,,,226625,Tap,mL,outputevents,491,Drains,,,,metavision,,Numeric, +,,,,,3618,Sleep,,chartevents,490,,,,,carevue,,, +,,,,,4480,zantac,,chartevents,489,,,,,carevue,,, +,,PACU Urine,,,226631,PACU Urine,mL,outputevents,488,Output,,,,metavision,,Numeric, +,,,,,3646,Synagis,,chartevents,488,,,,,carevue,,, +,,,,,3801,SGOT,,chartevents,488,Chemistry,,,,carevue,,, +,,RIC Dressing Occlusive,,,227364,RIC Dressing Occlusive,,chartevents,486,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,,,,51206,FACTOR VIII,,labevents,482,HEMATOLOGY,,BLOOD,3209-4,,,, +,,RIC placed in outside facility,,,226140,RIC placed in outside facility,,chartevents,482,Access Lines - Peripheral,,,,metavision,,Checkbox, +,,Manual BPd R,,,227242,Manual Blood Pressure Diastolic Right,mmHg,chartevents,480,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,51429,MESOTHELIAL CELLS,,labevents,479,HEMATOLOGY,,OTHER BODY FLUID,28544-5,,,, +,,,,,1982,HIGH MV ALARM,,chartevents,473,,,,,carevue,,, +,,,,,8414,ImpSkin #5 [Length],,chartevents,473,,,,,carevue,,, +,,,,,51150,BLOOD PARASITE SMEAR,,labevents,473,HEMATOLOGY,,BLOOD,24429-3,,,, +,,,,,51034,"GLUCOSE, BODY FLUID",,labevents,468,CHEMISTRY,,OTHER BODY FLUID,2344-0,,,, +,,,,,51404,CD3,,labevents,468,HEMATOLOGY,,OTHER BODY FLUID,17826-9,,,, +,,,,,1513,Hi Min Vol,,chartevents,466,,,,,carevue,,, +,,Estimated Protein Needs/Kg,,,226184,Estimated Protein Needs/Kg,g/kg,chartevents,466,General,,,,metavision,,Numeric, +,,,,,3567,Pavulon,,chartevents,464,,,,,carevue,,, +,,Straight Cath,,,226567,Straight Cath,mL,outputevents,463,Output,,,,metavision,,Numeric, +,,,,,290,INV#8 WaveformAppear,,chartevents,462,,,,,carevue,,, +,,,,,51123,OTHER,,labevents,461,HEMATOLOGY,,ASCITES,,,,, +,,,,,1487,hi min vent,,chartevents,460,,,,,carevue,,, +,,,,,4217,Hep Flush,,chartevents,460,,,,,carevue,,, +,,L Pleural #2,,,226591,L Pleural #2,mL,outputevents,460,Output,,,,metavision,,Numeric, +,,,,,4650,Umbilical Hernia,,chartevents,459,,,,,carevue,,, +,,,,,7967,vacuum assist,,chartevents,459,,,,,carevue,,, +,,,,,50913,CRYOGLOBULIN,,labevents,458,CHEMISTRY,,BLOOD,5117-7,,,, +,,,,,1591,waffle boots,,chartevents,457,,,,,carevue,,, +,,,,,3647,TCP02,,chartevents,456,,,,,carevue,,, +,,,,,3827,Vancomycin Post,,chartevents,456,Drug Level,,,,carevue,,, +,,,,,1382,bedbath,,chartevents,455,,,,,carevue,,, +,,,,,728,Vision Mask,,chartevents,454,,,,,carevue,,, +,,,,,3584,Prevnar,,chartevents,454,,,,,carevue,,, +,,,,,40554,Drain Out #1 Sump,,outputevents,453,,,,,carevue,,, +,,,,,50996,"TISSUE TRANSGLUTAMINASE AB, IGA",,labevents,453,CHEMISTRY,,BLOOD,31017-7,,,, +,,,,,51198,ENVELOPE CELLS,,labevents,453,HEMATOLOGY,,BLOOD,681-7,,,, +,,Cerebral Subdural #1,,,226608,Cerebral Subdural #1,mL,outputevents,446,Drains,,,,metavision,,Numeric, +,,,,,3463,Hydrocortisone,,chartevents,445,,,,,carevue,,, +,,,,,846,Tobramycin/Random,,chartevents,444,Drug Level,,,,carevue,,, +,,Transpulmonary Press (Exp. Hold),,,224746,Transpulmonary Pressure (Exp. Hold),cmH2O,chartevents,442,Respiratory,,,,metavision,,Numeric, +,,,,,3479,Intervention,,chartevents,441,,,,,carevue,,, +,,,,,40406,Gastric Other,,outputevents,441,,,,,carevue,,, +,,PA Catheter Line Tip Cultured,,,225730,PA Catheter Line Tip Cultured,,chartevents,440,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Sump #1,,,226617,Sump #1,mL,outputevents,440,Drains,,,,metavision,,Numeric, +,,,,,41184,Drain Out #1 Lt Nephrostomy,,outputevents,439,,,,,carevue,,, +,,,,,42405,Drain Out #3 Wound Vac,,outputevents,433,,,,,carevue,,, +,,,,,3414,Excoriated,,chartevents,432,,,,,carevue,,, +,,,,,3658,Testes [Left],,chartevents,432,,,,,carevue,,, +,,Transpulmonary Press (Insp. Hold),,,224747,Transpulmonary Pressure (Insp. Hold),cmH2O,chartevents,432,Respiratory,,,,metavision,,Numeric, +,,Dwell Time (Hours),,,225810,Dwell Time (Peritoneal Dialysis),hour,chartevents,432,Dialysis,,,,metavision,,Numeric, +,,Jejunostomy,,,226574,Jejunostomy,mL,outputevents,432,Output,,,,metavision,,Numeric, +,,,,,51088,"MAGNESIUM, URINE",,labevents,431,CHEMISTRY,,URINE,2598-1,,,, +,,Nitric Oxide,,,224749,Nitric Oxide,ppm,chartevents,431,Respiratory,,,,metavision,,Numeric, +,,,,,1506,high min. vol.,,chartevents,428,,,,,carevue,,, +,,Hospital cashier,,,225142,Money given to hospital cashier,,chartevents,428,Adm History/FHPA,,,,metavision,,Checkbox, +,,,,,583,Pulses Paradoxus,,chartevents,424,,,,,carevue,,, +,,,,,2052,Nicardipine,,chartevents,424,,,,,carevue,,, +,,,,,3356,Cephalohematoma,,chartevents,424,,,,,carevue,,, +,,,,,40066,Drain Out #1 Tap,,outputevents,424,,,,,carevue,,, +,,,,,51035,"LD, BODY FLUID",,labevents,424,CHEMISTRY,,OTHER BODY FLUID,2529-6,,,, +,,,,,50894,CALCULATED FREE TESTOSTERONE,,labevents,423,CHEMISTRY,,BLOOD,2991-8,,,, +,,,,,50989,"TESTOSTERONE, FREE",,labevents,422,CHEMISTRY,,BLOOD,2991-8,,,, +,,,,,453,Motor Deficits,,chartevents,420,,,,,carevue,,, +,,,,,3364,Chest Tube Site 2,,chartevents,420,,,,,carevue,,, +,,,,,4708,umbi hernia,,chartevents,419,,,,,carevue,,, +,,,,,40096,Urine Out Ureteral Stent #1,,outputevents,418,,,,,carevue,,, +,,,,,5630,DRIVING PRESSURE,,chartevents,418,,,,,carevue,,, +,,CCO PAC Line Tip Cultured,,,225723,CCO PAC Line Tip Cultured,,chartevents,417,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1367,CCO,,chartevents,416,,,,,carevue,,, +,,,,,65,BIPAP - Est. Vt,,chartevents,414,,,,,carevue,,, +,,,,,502,PCV Insp Vt (Obser),,chartevents,414,,,,,carevue,,, +,,Site Depth #8,,,224901,Impaired Skin Depth #8,cm,chartevents,414,Skin - Impairment,,,,metavision,,Numeric, +,,,,,2454,CISATRA MCG/KG/MIN,,chartevents,413,,,,,carevue,,, +,,Pericardial Drain Aspiration,,,225989,Pericardial Drain Aspiration,,chartevents,413,Cardiovascular,,,,metavision,,Checkbox, +,,,,,703,Transcutan Pacer,,chartevents,412,,,,,carevue,,, +,,,,,972,passy muir valve,,chartevents,411,,,,,carevue,,, +,,,,,557,PressSore Depth #3,,chartevents,410,,,,,carevue,,, +,,,,,3486,Length in Inches,,chartevents,407,,,,,carevue,,, +,,,,,50961,METHOTREXATE,,labevents,406,CHEMISTRY,,BLOOD,,,,, +,,,,,50973,PROLACTIN,,labevents,406,CHEMISTRY,,BLOOD,2842-3,,,, +,,,,,4353,hep flush,,chartevents,404,,,,,carevue,,, +,,,,,1568,high me,,chartevents,402,,,,,carevue,,, +,,,,,5035,Glycerin Suppository,,chartevents,399,,,,,carevue,,, +,,,,,50876,ANTI-SMOOTH MUSCLE ANTIBODY,,labevents,399,CHEMISTRY,,BLOOD,14252-1,,,, +,,,,,2003,HIGH MIN VOL,,chartevents,398,,,,,carevue,,, +,,,,,51499,SPERM,,labevents,398,HEMATOLOGY,,URINE,8248-7,,,, +,,,,,50871,ANTI-MITOCHONDRIAL ANTIBODY,,labevents,394,CHEMISTRY,,BLOOD,14236-4,,,, +,,R Pleural #2,,,226595,R Pleural #2,mL,outputevents,393,Output,,,,metavision,,Numeric, +,,,,,810,Gentamycin/Trough,,chartevents,392,Drug Level,,,,carevue,,, +,,,,,2029,Xigris,,chartevents,392,,,,,carevue,,, +,,,,,3296,Abnormalities,,chartevents,392,,,,,carevue,,, +,,Pin Care,,,225190,Pin Care,,chartevents,392,Treatments,,,,metavision,,Checkbox, +,,Change in Blood Color,,,228188,Change in Blood Color,,chartevents,390,Tandem Heart,,,,metavision,,Checkbox, +,,,,,51412,CD5,,labevents,389,HEMATOLOGY,,OTHER BODY FLUID,57423-6,,,, +,,,,,3485,Length Calc (cm),,chartevents,388,,,,,carevue,,, +,,,,,51263,PLASMA CELLS,,labevents,387,HEMATOLOGY,,BLOOD,13047-6,,,, +,,,,,51400,CD20,,labevents,387,HEMATOLOGY,,OTHER BODY FLUID,57418-6,,,, +,,,,,3424,Family Mtg. Planned,,chartevents,384,,,,,carevue,,, +,,,,,51388,CD10,,labevents,384,HEMATOLOGY,,OTHER BODY FLUID,51217-8,,,, +,,,,,43177,Chest Tubes Chest Tube,,outputevents,383,,,,,carevue,,, +,,Recruitment Duration,,,224711,Recruitment Duration,sec,chartevents,383,Respiratory,,,,metavision,,Numeric, +,,,,,3249,BEDBATH,,chartevents,382,,,,,carevue,,, +,,,,,41698,Drain Out #2 Hemovac,,outputevents,382,,,,,carevue,,, +,,SV Neb Dose #2,,,224178,Small Volume Neb Dose #2,None,chartevents,382,Respiratory,,,,metavision,,Numeric, +,,,,,8194,Broviac site,,chartevents,377,,,,,carevue,,, +,,,,,51089,MARIJUANA,,labevents,377,CHEMISTRY,,URINE,3427-2,,,, +,,Calibrated (PiCCO),,,228175,Calibrated (PiCCO),,chartevents,377,PiCCO,,,,metavision,,Checkbox, +,,,,,480,Orthostat BP sitting [Systolic],,chartevents,376,,,,,carevue,,, +,,,,,1761,HI/MINUTE/VOL/ALARM,,chartevents,376,,,,,carevue,,, +,,Flow Rate (L/min),,,224691,Flow Rate (L/min),L/min,chartevents,376,Respiratory,,,,metavision,,Numeric, +,,,,,2006,high min volume,,chartevents,372,,,,,carevue,,, +,,,,,2579,mammary support,,chartevents,372,,,,,carevue,,, +,,Rest HR - Aerobic Capacity,,,227858,Rest HR - Aerobic Capacity,None,chartevents,369,OT Notes,,,,metavision,,Numeric, +,,,,,4252,Acyclovir,,chartevents,368,,,,,carevue,,, +,,ATC %,,,224704,ATC %,%,chartevents,368,Respiratory,,,,metavision,,Numeric, +,,,,,4810,Prilosec,,chartevents,362,,,,,carevue,,, +,,,,,1586,Xigris mcg/kg/hr,,chartevents,360,,,,,carevue,,, +,,,,,4415,Ceftazidime,,chartevents,358,,,,,carevue,,, +,,,,,4739,prune juice,,chartevents,357,,,,,carevue,,, +,,,,,35,Additional Gas (lpm),,chartevents,356,,,,,carevue,,, +,,,,,1662,High min vol,,chartevents,356,,,,,carevue,,, +,,,,,1466,ATC,,chartevents,355,,,,,carevue,,, +,,,,,3376,Combivent,,chartevents,355,,,,,carevue,,, +,,,,,481,Orthostat HR sitting,,chartevents,354,,,,,carevue,,, +,,,,,6143,Lacrilube Ointment,,chartevents,354,,,,,carevue,,, +,,Rest O2 Sat - Aerobic Capacity,,,227861,Rest O2 Sat - Aerobic Capacity,%,chartevents,352,OT Notes,,,,metavision,,Numeric, +,,,,,50881,BETA-2 MICROGLOBULIN,,labevents,352,CHEMISTRY,,BLOOD,32731-2,,,, +,,,,,1858,cisatracurium,,chartevents,351,,,,,carevue,,, +,,,,,3678,Vanceril MDI,,chartevents,351,,,,,carevue,,, +,,,,,1723,HIGH EXHALE MV,,chartevents,350,,,,,carevue,,, +,,,,,4812,Bacitracin,,chartevents,350,,,,,carevue,,, +,,,,,3539,Neonatal Opium Solut,,chartevents,349,,,,,carevue,,, +,,,,,40073,PACU Out PACU Drains,,outputevents,349,,,,,carevue,,, +,,,,,40290,Drain Out #4 Pigtail,,outputevents,346,,,,,carevue,,, +,,,,,50829,FLUID TYPE,,labevents,342,BLOOD GAS,,OTHER BODY FLUID,14725-6,,,, +,,Recruitment Press,,,224710,Recruitment Press,cmH2O,chartevents,341,Respiratory,,,,metavision,,Numeric, +,,,,,51339,IRON STAIN,,labevents,340,HEMATOLOGY,,BONE MARROW,13513-7,,,, +,,,,,51503,TRIPLE PHOSPHATE CRYSTALS,,labevents,340,HEMATOLOGY,,URINE,5814-9,,,, +,,,,,1366,CCI,,chartevents,338,,,,,carevue,,, +,,,,,3310,Auditory Evokes,,chartevents,338,,,,,carevue,,, +,,,,,7988,Inhaled Nitric Oxide,,chartevents,337,,,,,carevue,,, +,,Pericardial Drain Flush,,,225990,Pericardial Drain Flush,,chartevents,337,Cardiovascular,,,,metavision,,Checkbox, +,,,,,3639,Sucking,,chartevents,336,,,,,carevue,,, +,,,,,51271,"PROTEIN C, FUNCTIONAL",,labevents,334,HEMATOLOGY,,BLOOD,27818-4,,,, +,,,,,3548,Oral Abnormalities,,chartevents,332,,,,,carevue,,, +,,,,,51358,OTHER,,labevents,332,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),,,,, +,,,,,51423,HLA-DR,,labevents,332,HEMATOLOGY,,OTHER BODY FLUID,51381-2,,,, +,,,,,484,Orthostatic BP lying [Systolic],,chartevents,330,,,,,carevue,,, +,,,,,2716,EDV,,chartevents,330,,,,,carevue,,, +,,Rest RR - Aerobic Capacity,,,227860,Rest RR - Aerobic Capacity,None,chartevents,329,OT Notes,,,,metavision,,Numeric, +,,,,,3524,NGT Placement,,chartevents,328,,,,,carevue,,, +,,Wound Vac #2,,,226614,Wound Vac #2,mL,outputevents,327,Drains,,,,metavision,,Numeric, +,,,,,51140,ANTITHROMBIN,,labevents,326,HEMATOLOGY,,BLOOD,27811-9,,,, +,,,,,4788,aldactone,,chartevents,325,,,,,carevue,,, +,,,,,3214,Ca++ Gluconate,,chartevents,324,,,,,carevue,,, +,,,,,6621,ROTATION,,chartevents,323,,,,,carevue,,, +,,,,,729,Vision Rate,,chartevents,320,,,,,carevue,,, +,,,,,51529,eAG,,labevents,320,CHEMISTRY,,BLOOD,,,,, +,,,,,1015,PASSY MUIR VALVE,,chartevents,319,,,,,carevue,,, +,,,,,1101,PROTONIX,,chartevents,318,,,,,carevue,,, +,,,,,1223,HIGH EXHALED MIN VOL,,chartevents,318,,,,,carevue,,, +,,,,,4534,Circ Site,,chartevents,318,,,,,carevue,,, +,,,,,384,Inc Cleansing #5,,chartevents,317,,,,,carevue,,, +,,,,,4355,circ care,,chartevents,317,,,,,carevue,,, +,,,,,51402,CD23,,labevents,317,HEMATOLOGY,,OTHER BODY FLUID,51269-9,,,, +,,,,,51338,IMMUNOPHENOTYPING,,labevents,315,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,485,Orthostatic HR lying,,chartevents,314,,,,,carevue,,, +,,,,,43171,URINE CC/KG/HR,,outputevents,314,,,,,carevue,,, +,,,,,51420,FMC-7,,labevents,314,HEMATOLOGY,,OTHER BODY FLUID,57428-5,,,, +,,,,,42945,Drain Out #3 JP Lateral,,outputevents,312,,,,,carevue,,, +,,,,,993,bladder pressure,,chartevents,310,,,,,carevue,,, +,,Pulsus Paradoxus,,,224192,Pulsus Paradoxus,None,chartevents,309,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,3796,Ptt,,chartevents,309,Heme/Coag,,,,carevue,,, +,,,,,2872,abd binder,,chartevents,308,,,,,carevue,,, +,,,,,8444,Orthostat BP sitting [Diastolic],,chartevents,307,,,,,carevue,,, +,,,,,3793,ProTime,,chartevents,307,Heme/Coag,,,,carevue,,, +,,,,,51325,CD45,,labevents,307,HEMATOLOGY,,BONE MARROW,51340-8,,,, +,,EF (CCO),,,226272,EF (CCO),%,chartevents,307,Hemodynamics,,,,metavision,,Numeric, +,,,,,50926,FOLLICLE STIMULATING HORMONE,,labevents,306,CHEMISTRY,,BLOOD,15067-2,,,, +,,,,,4770,Umbi Hernia,,chartevents,304,,,,,carevue,,, +,,Recovery HR - Aerobic Capacity,,,227870,Recovery HR - Aerobic Capacity,None,chartevents,303,OT Notes,,,,metavision,,Numeric, +,,,,,8138,Trach Sx Color,,chartevents,302,,,,,carevue,,, +,,,,,8538,Testes [Right],,chartevents,302,,,,,carevue,,, +,,,,,50918,DOUBLE STRANDED DNA,,labevents,301,CHEMISTRY,,BLOOD,5130-0,,,, +,,,,,1722,Waffle boots,,chartevents,298,,,,,carevue,,, +,,,,,3828,Vancomycin Pre,,chartevents,297,Drug Level,,,,carevue,,, +,,,,,4743,Circumcision Site,,chartevents,294,,,,,carevue,,, +,,Recovery O2 Sat - Aerobic Capacity,,,227873,Recovery O2 Sat - Aerobic Capacity,%,chartevents,293,OT Notes,,,,metavision,,Numeric, +,,,,,8140,Trach Sx Quality,,chartevents,293,,,,,carevue,,, +,,,,,51262,PENCIL CELLS,,labevents,293,HEMATOLOGY,,BLOOD,10377-0,,,, +,,,,,223,I:E Ratio-TCPCV,,chartevents,292,,,,,carevue,,, +,,Nitric Oxide Tank Pressure,,,224750,Nitric Oxide Tank Pressure,psi,chartevents,291,Respiratory,,,,metavision,,Numeric, +,,,,,8139,Trach Sx Quantity,,chartevents,290,,,,,carevue,,, +,,Activity HR - Aerobic Capacity,,,227864,Activity HR - Aerobic Capacity,None,chartevents,289,OT Notes,,,,metavision,,Numeric, +,,,,,51422,"HEMATOCRIT, OTHER FLUID",,labevents,288,HEMATOLOGY,,OTHER BODY FLUID,11153-4,,,, +,,,,,1027,abdominal binder,,chartevents,288,,,,,carevue,,, +,,,,,4511,Amoxicillin,,chartevents,288,,,,,carevue,,, +,,,,,36,Additional Gas(Mask),,chartevents,287,,,,,carevue,,, +,,,,,1879,xigris,,chartevents,287,,,,,carevue,,, +,,,,,3265,ecmo flow,,chartevents,287,,,,,carevue,,, +,,,,,51224,HEMOGLOBIN C,,labevents,285,HEMATOLOGY,,BLOOD,4561-7,,,, +,,,,,51226,HEMOGLOBLIN A,,labevents,285,HEMATOLOGY,,BLOOD,10346-5,,,, +,,,,,51227,HEMOGLOBLIN S,,labevents,285,HEMATOLOGY,,BLOOD,4622-7,,,, +,,,,,51445,"HEMATOCRIT, PLEURAL",,labevents,285,HEMATOLOGY,,PLEURAL,,,,, +,,Site Depth #10,,,227597,Impaired Skin Depth #10,cm,chartevents,284,Skin - Impairment,,,,metavision,,Numeric, +,,,,,1311,XIGRIS,,chartevents,283,,,,,carevue,,, +,,,,,51091,"MYOGLOBIN, URINE",,labevents,283,CHEMISTRY,,URINE,2640-1,,,, +,,,,,51164,CD19,,labevents,283,HEMATOLOGY,,BLOOD,8117-4,,,, +,,,,,3651,TcO2 [Value],,chartevents,282,,,,,carevue,,, +,,,,,986,ABG Hct,,chartevents,281,,,,,carevue,,, +,,,,,1853,protonix mg/hr,,chartevents,281,,,,,carevue,,, +,,,,,4850,diaper rash,,chartevents,281,,,,,carevue,,, +,,,,,5726,Hi Ve,,chartevents,278,,,,,carevue,,, +,,,,,51276,QUANTITATIVE G6PD,,labevents,277,HEMATOLOGY,,BLOOD,32546-4,,,, +,,,,,1375,bed bath,,chartevents,276,,,,,carevue,,, +,,,,,1633,HIGH/MIN/VENT,,chartevents,276,,,,,carevue,,, +,,,,,5226,Cough,,chartevents,276,,,,,carevue,,, +,,,,,808,Gentamycin/Peak,,chartevents,274,Drug Level,,,,carevue,,, +,,,,,3297,Airleak,,chartevents,274,,,,,carevue,,, +,,,,,51234,IMMUNOPHENOTYPING,,labevents,274,HEMATOLOGY,,BLOOD,,,,, +,,,,,8446,Orthostatic BP lying [Diastolic],,chartevents,270,,,,,carevue,,, +,,,,,3388,Decadron,,chartevents,270,,,,,carevue,,, +,,,,,5556,TPA mg/hr,,chartevents,270,,,,,carevue,,, +,,,,,8159,FLOLAN ng/kg/min,,chartevents,270,,,,,carevue,,, +,,,,,51517,WBC CASTS,,labevents,270,HEMATOLOGY,,URINE,5820-6,,,, +,,,,,406,Inc/Wound Packing #3,,chartevents,268,,,,,carevue,,, +,,,,,51232,HYPERSEGMENTED NEUTROPHILS,,labevents,268,HEMATOLOGY,,BLOOD,766-6,,,, +,,,,,3383,DTaP,,chartevents,267,,,,,carevue,,, +,,,,,4622,miconazole powder,,chartevents,266,,,,,carevue,,, +,,,,,50877,ANTI-THYROGLOBULIN ANTIBODIES,,labevents,266,CHEMISTRY,,BLOOD,5380-1,,,, +,,Activity O2 Sat - Aerobic Capacity,,,227867,Activity O2 Sat - Aerobic Capacity,%,chartevents,264,OT Notes,,,,metavision,,Numeric, +,,,,,143,CvO2,,chartevents,264,,,,,carevue,,, +,,,,,2307,WAFFLE BOOTS,,chartevents,264,,,,,carevue,,, +,,,,,40074,PACU Out PACU NG,,outputevents,263,,,,,carevue,,, +,,,,,51489,NONSQUAMOUS EPITHELIAL CELL,,labevents,263,HEMATOLOGY,,URINE,41284-1,,,, +,,,,,946,STV,,chartevents,262,,,,,carevue,,, +,,,,,1743,bed alarm,,chartevents,262,,,,,carevue,,, +,,,,,51168,CD20,,labevents,261,HEMATOLOGY,,BLOOD,8119-0,,,, +,,,,,51344,BANDS,,labevents,260,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),26509-0,,,, +,,,,,51416,CD7,,labevents,260,HEMATOLOGY,,OTHER BODY FLUID,57425-1,,,, +,,,,,3504,Midazolam/Versed,,chartevents,259,,,,,carevue,,, +,,,,,51399,CD2,,labevents,258,HEMATOLOGY,,OTHER BODY FLUID,17827-7,,,, +,,,,,51183,CD45,,labevents,256,HEMATOLOGY,,BLOOD,8130-7,,,, +,,,,,50990,THEOPHYLLINE,,labevents,253,CHEMISTRY,,BLOOD,4049-3,,,, +,,,,,7936,Aquaphour,,chartevents,252,,,,,carevue,,, +,,,,,1556,High min. vol,,chartevents,251,,,,,carevue,,, +,,,,,51060,"TRIGLYCERIDES, PLEURAL",,labevents,251,CHEMISTRY,,PLEURAL,9619-8,,,, +,,Phenobarbital,,,227460,Phenobarbital,None,chartevents,251,Labs,,,,metavision,,Numeric with tag, +,,,,,5194,Metoclopromide,,chartevents,250,,,,,carevue,,, +,,,,,51313,CD19,,labevents,248,HEMATOLOGY,,BONE MARROW,32525-8,,,, +,,,,,2360,CISATRACUR MCG/KG/MN,,chartevents,247,,,,,carevue,,, +,,,,,4684,Synthroid,,chartevents,247,,,,,carevue,,, +,,Activity RR - Aerobic Capacity,,,227866,Activity RR - Aerobic Capacity,None,chartevents,244,OT Notes,,,,metavision,,Numeric, +,,Recovery RR - Aerobic Capacity,,,227872,Recovery RR - Aerobic Capacity,None,chartevents,244,OT Notes,,,,metavision,,Numeric, +,,,,,40614,Drain Out #1 Jejunostomy Tube,,outputevents,244,,,,,carevue,,, +,,,,,42367,Drain Out #3 Sump,,outputevents,244,,,,,carevue,,, +,,Gentamicin (Trough),,,227449,Gentamicin (Trough),None,chartevents,244,Labs,,,,metavision,,Numeric with tag, +,,,,,2164,NIMBEX MG/KG/HR,,chartevents,243,,,,,carevue,,, +,,,,,4220,ceftazidime,,chartevents,241,,,,,carevue,,, +,,,,,4623,Circumcision site,,chartevents,241,,,,,carevue,,, +,,,,,51184,CD5,,labevents,241,HEMATOLOGY,,BLOOD,8132-3,,,, +,,,,,42582,Drain Out #5 T Tube,,outputevents,240,,,,,carevue,,, +,,,,,3350,Caput,,chartevents,239,,,,,carevue,,, +,,,,,1503,Bed Bath,,chartevents,238,,,,,carevue,,, +,,,,,2644,pericare,,chartevents,238,,,,,carevue,,, +,,,,,51406,CD34,,labevents,238,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,2072,Pinsp,,chartevents,237,,,,,carevue,,, +,,,,,8363,ABI Brachial BP [Left],,chartevents,237,,,,,carevue,,, +,,,,,3573,Polio Vaccine,,chartevents,236,,,,,carevue,,, +,,,,,51376,MACROPHAGE,,labevents,236,HEMATOLOGY,,JOINT FLUID,33376-5,,,, +,,,,,1684,APNEA,,chartevents,234,,,,,carevue,,, +,,,,,4377,circumcision,,chartevents,234,,,,,carevue,,, +,,,,,51370,"JOINT CRYSTALS, BIREFRINGENCE",,labevents,234,HEMATOLOGY,,JOINT FLUID,,,,, +,,,,,51372,"JOINT CRYSTALS, LOCATION",,labevents,234,HEMATOLOGY,,JOINT FLUID,,,,, +,,,,,51374,"JOINT CRYSTALS, SHAPE",,labevents,234,HEMATOLOGY,,JOINT FLUID,,,,, +,,,,,638,Sigh Rate,,chartevents,233,,,,,carevue,,, +,,,,,1097,Pantoprazole mg/hr,,chartevents,233,,,,,carevue,,, +,,,,,8362,ABI Ankle BP [Left],,chartevents,233,,,,,carevue,,, +,,,,,1965,hi min vol,,chartevents,232,,,,,carevue,,, +,,,,,2745,ICP LEFT,,chartevents,232,,,,,carevue,,, +,,,,,4844,Nystatin Ointment,,chartevents,232,,,,,carevue,,, +,,,,,5675,High Mv.,,chartevents,232,,,,,carevue,,, +,,,,,1331,Protonix mg/hr,,chartevents,231,,,,,carevue,,, +,,,,,41868,Drain Out #1 Rt Nephrostomy,,outputevents,231,,,,,carevue,,, +,,,,,50958,LUTEINIZING HORMONE,,labevents,229,CHEMISTRY,,BLOOD,1599-0,,,, +,,,,,3671,UVC Tubing Change,,chartevents,228,,,,,carevue,,, +,,,,,2132,flolan,,chartevents,227,,,,,carevue,,, +,,,,,7854,R leg(cast)cap refil,,chartevents,227,,,,,carevue,,, +,,,,,8536,"ZZZZ co2 (etco2, pco2, etc.)",,chartevents,226,,,,,carevue,,, +,,,,,51068,24 HR PROTEIN,,labevents,225,CHEMISTRY,,URINE,2889-4,,,, +,,,,,51460,"BLOOD, OCCULT",,labevents,224,HEMATOLOGY,,STOOL,2335-8,,,, +,,,,,1857,nesiritide,,chartevents,223,,,,,carevue,,, +,,Gentamicin (Random),,,227447,Gentamicin (Random),None,chartevents,223,Labs,,,,metavision,,Numeric with tag, +,,,,,1094,PODUS BOOT,,chartevents,222,,,,,carevue,,, +,,BIS Index Range,,,228444,BIS Index Range,None,chartevents,222,Pain/Sedation,,,,metavision,,Numeric, +,,,,,2460,CARIPORIDE ML/HR,,chartevents,221,,,,,carevue,,, +,,,,,4235,Aquaphor,,chartevents,221,,,,,carevue,,, +,,,,,4571,skin,,chartevents,220,,,,,carevue,,, +,,,,,3168,HIGH MIN. VOL,,chartevents,219,,,,,carevue,,, +,,,,,51319,CD3,,labevents,219,HEMATOLOGY,,BONE MARROW,32529-0,,,, +,,,,,716,Venous Pressure,,chartevents,218,,,,,carevue,,, +,,,,,3390,Diamox,,chartevents,218,,,,,carevue,,, +,,,,,5864,ostomy,,chartevents,218,,,,,carevue,,, +,,,,,43409,Ostomies Colostomy,,outputevents,218,,,,,carevue,,, +,,,,,51337,HLA-DR,,labevents,218,HEMATOLOGY,,BONE MARROW,51380-4,,,, +,,,,,51340,KAPPA,,labevents,218,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,51341,LAMBDA,,labevents,218,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,51199,EOSINOPHIL COUNT,,labevents,217,HEMATOLOGY,,BLOOD,26449-9,,,, +,,,,,51303,CD10,,labevents,217,HEMATOLOGY,,BONE MARROW,51216-0,,,, +,,,,,1419,FLOLAN,,chartevents,216,,,,,carevue,,, +,,,,,2089,highmv,,chartevents,216,,,,,carevue,,, +,,,,,3492,Lorazepam/Ativan,,chartevents,216,,,,,carevue,,, +,,,,,4795,nystatin,,chartevents,216,,,,,carevue,,, +,,,,,40729,Drain Out #2 Lumbar,,outputevents,216,,,,,carevue,,, +,,,,,41213,Drain Out #5 Jackson Pratt,,outputevents,216,,,,,carevue,,, +,,,,,51315,CD20,,labevents,216,HEMATOLOGY,,BONE MARROW,,,,, +,,Tobramycin (Random),,,227451,Tobramycin (Random),None,chartevents,216,Labs,,,,metavision,,Numeric with tag, +,,,,,40470,paracentesis,,outputevents,215,,,,,carevue,,, +,,,,,51238,KAPPA,,labevents,215,HEMATOLOGY,,BLOOD,,,,, +,,Hemovac #2,,,226605,Hemovac #2,mL,outputevents,215,Drains,,,,metavision,,Numeric, +,,,,,3672,Umbical Cord,,chartevents,214,,,,,carevue,,, +,,,,,6599,right arm,,chartevents,214,,,,,carevue,,, +,,,,,51239,LAMBDA,,labevents,214,HEMATOLOGY,,BLOOD,,,,, +,,,,,4389,Nystatin powder,,chartevents,213,,,,,carevue,,, +,,ECMO,,,224660,ECMO,L/min,chartevents,213,Hemodynamics,,,,metavision,,Numeric, +,,,,,2127,high exhale mv,,chartevents,211,,,,,carevue,,, +,,,,,6872,intrathecal catheter,,chartevents,211,,,,,carevue,,, +,,,,,51152,CD10,,labevents,211,HEMATOLOGY,,BLOOD,8107-5,,,, +,,,,,51017,"PEP, CSF",,labevents,210,CHEMISTRY,,CEREBROSPINAL FLUID (CSF),24352-7,,,, +,,,,,2778,Pantoprazole,,chartevents,209,,,,,carevue,,, +,,,,,3622,Sneezing,,chartevents,209,,,,,carevue,,, +,,,,,1028,Cisatracurium,,chartevents,208,,,,,carevue,,, +,,,,,1876,PROTONIX MG/HR,,chartevents,208,,,,,carevue,,, +,,,,,51326,CD5,,labevents,208,HEMATOLOGY,,BONE MARROW,35640-2,,,, +,,Temp AV interval,,,220194,Temporary AV interval,msec,chartevents,208,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,,,,5790,Cyclosporine mg/hr,,chartevents,206,,,,,carevue,,, +,,,,,4867,Trivisol,,chartevents,205,,,,,carevue,,, +,,,,,51230,HLA-DR,,labevents,205,HEMATOLOGY,,BLOOD,32621-5,,,, +,,,,,639,Sigh Tidal Volume,,chartevents,204,,,,,carevue,,, +,,,,,700,Traction/Immobile #4,,chartevents,204,,,,,carevue,,, +,,,,,4564,Nystatin oral,,chartevents,204,,,,,carevue,,, +,,,,,272,INV Line#8 Zero/Cal,,chartevents,203,,,,,carevue,,, +,,,,,696,Tract/Imm Location#4,,chartevents,203,,,,,carevue,,, +,,,,,2733,RIGHT VENT ICP,,chartevents,203,,,,,carevue,,, +,,,,,4228,circumcision site,,chartevents,202,,,,,carevue,,, +,,,,,4790,simethicone,,chartevents,202,,,,,carevue,,, +,,,,,1508,Hi/Minute/Vol/Alarm,,chartevents,201,,,,,carevue,,, +,,,,,1898,pantoprazole,,chartevents,200,,,,,carevue,,, +,,,,,2455,percussion,,chartevents,200,,,,,carevue,,, +,,,,,4241,polyvisol,,chartevents,200,,,,,carevue,,, +,,,,,4386,ranitidine,,chartevents,200,,,,,carevue,,, +,,,,,5017,Vidaylin,,chartevents,199,,,,,carevue,,, +,,,,,7954,CSM of left toes,,chartevents,198,,,,,carevue,,, +,,,,,7955,CSM of right toes,,chartevents,198,,,,,carevue,,, +,,,,,51507,"URINE CASTS, OTHER",,labevents,198,HEMATOLOGY,,URINE,9842-6,,,, +,,,,,42287,drain irrigant,,outputevents,197,Free Form Intake,,,,carevue,,, +,,Orthostatic BPs sitting,,,224646,Orthostatic BPs sitting,mmHg,chartevents,196,Routine Vital Signs,,,,metavision,,Numeric, +,,Orthostatic BPd sitting,,,226094,Orthostatic BPd sitting,mmHg,chartevents,195,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,1348,podus boots,,chartevents,195,,,,,carevue,,, +,,,,,1837,Flolan,,chartevents,195,,,,,carevue,,, +,,,,,2635,VENT ICP,,chartevents,195,,,,,carevue,,, +,,,,,2730,CAMINO,,chartevents,195,,,,,carevue,,, +,,,,,50962,N-ACETYLPROCAINAMIDE (NAPA),,labevents,195,CHEMISTRY,,BLOOD,3834-9,,,, +,,,,,50972,PROCAINAMIDE,,labevents,195,CHEMISTRY,,BLOOD,3982-6,,,, +,,,,,4548,nystatin ointment,,chartevents,194,,,,,carevue,,, +,,,,,4947,Nystatin cream,,chartevents,194,,,,,carevue,,, +,,Tobramycin (Trough),,,227452,Tobramycin (Trough),None,chartevents,192,Labs,,,,metavision,,Numeric with tag, +,,,,,7745,Omeprazole,,chartevents,191,,,,,carevue,,, +,,,,,51228,HEPARIN,,labevents,191,HEMATOLOGY,,BLOOD,13055-9,,,, +,,,,,4236,DESITIN,,chartevents,190,,,,,carevue,,, +,,,,,40083,Drain Out #5 Other,,outputevents,190,,,,,carevue,,, +,,PACU Drains,,,226628,PACU Drains,mL,outputevents,189,Output,,,,metavision,,Numeric, +,,,,,42279,Drain Out #5 Pigtail,,outputevents,188,,,,,carevue,,, +,,,,,1580,HI/Minute/Volume,,chartevents,187,,,,,carevue,,, +,,,,,482,OrthostatBP standing [Systolic],,chartevents,186,,,,,carevue,,, +,,,,,28,Abdominal Girth,,chartevents,186,,,,,carevue,,, +,,,,,1803,Solumedrol,,chartevents,185,,,,,carevue,,, +,,,,,2311,VT,,chartevents,185,,,,,carevue,,, +,,,,,7003,Broviac dressing sie,,chartevents,184,,,,,carevue,,, +,,,,,2236,MULTIPODUS BOOTS,,chartevents,183,,,,,carevue,,, +,,,,,483,OrthostatHR standing,,chartevents,182,,,,,carevue,,, +,,,,,996,BLADDER PRESSURE,,chartevents,182,,,,,carevue,,, +,,,,,1118,multipodus boot,,chartevents,181,,,,,carevue,,, +,,,,,2755,XIGRIS CC/HR,,chartevents,181,,,,,carevue,,, +,,,,,51273,"PROTEIN S, FUNCTIONAL",,labevents,181,HEMATOLOGY,,BLOOD,31102-7,,,, +,,,,,2530,venous pulse,,chartevents,180,,,,,carevue,,, +,,Orthostatic HR sitting,,,223765,Orthostatic HR sitting,bpm,chartevents,180,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,2529,arterial pulse flap,,chartevents,180,,,,,carevue,,, +,,,,,40580,Cath Lab Output,,outputevents,180,Free Form Intake,,,,carevue,,, +,,,,,1032,Hi/minute/vol/alarm,,chartevents,179,,,,,carevue,,, +,,,,,1115,passey muir valve,,chartevents,179,,,,,carevue,,, +,,,,,53,Arterial Pressure,,chartevents,178,,,,,carevue,,, +,,,,,4213,Pressure Transducer,,chartevents,178,,,,,carevue,,, +,,,,,44719,cerebral drain right,,outputevents,178,,,,,carevue,,, +,,Rest HR - Aerobic Activity Response,,,227916,Rest HR - Aerobic Activity Response,None,chartevents,177,OT Notes,,,,metavision,,Numeric, +,,,,,2622,CA GLUC GM/HR,,chartevents,177,,,,,carevue,,, +,,,,,1514,Hi Tidal Vol,,chartevents,176,,,,,carevue,,, +,,,,,1737,HI/Minute/vol,,chartevents,176,,,,,carevue,,, +,,,,,155,Doppler BP,,chartevents,175,,,,,carevue,,, +,,,,,7161,P-Hi,,chartevents,175,,,,,carevue,,, +,,,,,7574,lumbar pressure,,chartevents,175,,,,,carevue,,, +,,,,,51332,CD7,,labevents,175,HEMATOLOGY,,BONE MARROW,35641-0,,,, +,,TPRI (NICOM),,,228382,Total Peripheral Resistance Index (TPRI) (NICOM),dynes*sec/cm5/m2,chartevents,175,NICOM,,,,metavision,,Numeric, +,,,,,2517,Cisatracu mg/kg/hr,,chartevents,173,,,,,carevue,,, +,,,,,4436,Circ care,,chartevents,173,,,,,carevue,,, +,,,,,4723,Metoclopramide,,chartevents,173,,,,,carevue,,, +,,,,,4865,Clonus,,chartevents,173,,,,,carevue,,, +,,,,,6010,P-Lo,,chartevents,173,,,,,carevue,,, +,,,,,6013,T-Lo,,chartevents,173,,,,,carevue,,, +,,,,,4729,Miconazole powder,,chartevents,171,,,,,carevue,,, +,,,,,7108,surgical bra,,chartevents,170,,,,,carevue,,, +,,Midline Tip Cultured,,,225728,Midline Tip Cultured,,chartevents,170,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Rest O2 Sat - Aerobic Activity Response,,,227919,Rest O2 Sat - Aerobic Activity Response,%,chartevents,169,OT Notes,,,,metavision,,Numeric, +,,Orthostatic BPs lying,,,224645,Orthostatic BPs lying,mmHg,chartevents,169,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,407,Inc/Wound Packing #4,,chartevents,169,,,,,carevue,,, +,,,,,2498,CARIPORIDE CC/HR,,chartevents,169,,,,,carevue,,, +,,,,,6114,LUMBAR DRAIN,,chartevents,169,,,,,carevue,,, +,,,,,42738,Drain Out #4 Wound Vac,,outputevents,169,,,,,carevue,,, +,,Re-admit < 48 hours,,,226892,Re-admit < 48 hours,,chartevents,169,General,,,,metavision,,Checkbox, +,,,,,1665,High Min Vol,,chartevents,168,,,,,carevue,,, +,,,,,51314,CD2,,labevents,168,HEMATOLOGY,,BONE MARROW,32527-4,,,, +,,Orthostatic BPd lying,,,226092,Orthostatic BPd lying,mmHg,chartevents,167,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,5625,Pinps,,chartevents,166,,,,,carevue,,, +,,Medication Bolus,,,227813,Medication Bolus - Adjunctive Pain Management,,chartevents,164,Pain/Sedation,,,,metavision,,Checkbox, +,,,,,2699,EF,,chartevents,163,,,,,carevue,,, +,,,,,4543,UMBI HERNIA,,chartevents,163,,,,,carevue,,, +,,,,,5651,High Ve,,chartevents,163,,,,,carevue,,, +,,,,,7940,Xylocaine 2% Jelly,,chartevents,163,,,,,carevue,,, +,,,,,1102,high exhaled min vol,,chartevents,162,,,,,carevue,,, +,,,,,1689,P High,,chartevents,162,,,,,carevue,,, +,,,,,2935,P Low,,chartevents,162,,,,,carevue,,, +,,,,,4856,hydrocele,,chartevents,162,,,,,carevue,,, +,,,,,6835,rotation on/off,,chartevents,162,,,,,carevue,,, +,,,,,51235,INHIBITOR SCREEN,,labevents,162,HEMATOLOGY,,BLOOD,,,,, +,,Penrose #1,,,226623,Penrose #1,mL,outputevents,162,Drains,,,,metavision,,Numeric, +,,,,,1383,high minute vol.,,chartevents,161,,,,,carevue,,, +,,,,,3001,Solumedrol mg/kg/hr,,chartevents,161,,,,,carevue,,, +,,,,,51115,"HEMATOCRIT, ASCITES",,labevents,161,HEMATOLOGY,,ASCITES,,,,, +,,Ostomy Care,,,225191,Ostomy Care,,chartevents,161,Treatments,,,,metavision,,Checkbox, +,,,,,191,FiO2/O2 Delivered,,chartevents,160,,,,,carevue,,, +,,Orthostatic HR lying,,,223764,Orthostatic HR lying,bpm,chartevents,160,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,2287,APROTININ CC/HR,,chartevents,160,,,,,carevue,,, +,,,,,50992,THYROID PEROXIDASE ANTIBODIES,,labevents,160,CHEMISTRY,,BLOOD,8099-4,,,, +,,,,,2028,Low time,,chartevents,159,,,,,carevue,,, +,,,,,4698,Gtube site,,chartevents,159,,,,,carevue,,, +,,,,,5757,mucous fistula,,chartevents,159,,,,,carevue,,, +,,,,,40909,cardiac output,,outputevents,159,,,,,carevue,,, +,,,,,1313,High Exhaled min vol,,chartevents,158,,,,,carevue,,, +,,,,,2026,High time,,chartevents,158,,,,,carevue,,, +,,,,,3192,BUMEX MG/HR,,chartevents,158,,,,,carevue,,, +,,,,,3786,Phenobarbitol(15-40),,chartevents,158,Drug Level,,,,carevue,,, +,,,,,4223,Bacitracin ointment,,chartevents,158,,,,,carevue,,, +,,,,,4298,umbi site,,chartevents,158,,,,,carevue,,, +,,,,,4862,CIRC SITE,,chartevents,158,,,,,carevue,,, +,,,,,5263,STOMA,,chartevents,158,,,,,carevue,,, +,,,,,50991,THYROGLOBULIN,,labevents,158,CHEMISTRY,,BLOOD,3013-0,,,, +,,,,,51192,CD7,,labevents,158,HEMATOLOGY,,BLOOD,8135-6,,,, +,,,,,51510,"URINE CRYSTALS, OTHER",,labevents,158,HEMATOLOGY,,URINE,5783-6,,,, +,,,,,4209,eye exam,,chartevents,157,,,,,carevue,,, +,,,,,51481,HEMOSIDERIN,,labevents,157,HEMATOLOGY,,URINE,4644-1,,,, +,,,,,1119,seizure pads,,chartevents,156,,,,,carevue,,, +,,,,,4555,Circ. site,,chartevents,156,,,,,carevue,,, +,,,,,6012,T-Hi,,chartevents,156,,,,,carevue,,, +,,,,,1507,HIGH MINUTE VOL,,chartevents,155,,,,,carevue,,, +,,,,,4385,metoclopramide,,chartevents,155,,,,,carevue,,, +,,,,,51167,CD2,,labevents,155,HEMATOLOGY,,BLOOD,8118-2,,,, +,,,,,51321,CD34,,labevents,155,HEMATOLOGY,,BONE MARROW,57400-4,,,, +,,,,,2593,PENTOBARB DRIP MG/HR,,chartevents,154,,,,,carevue,,, +,,,,,4264,Shunt Site,,chartevents,154,,,,,carevue,,, +,,,,,7138,umb hernia,,chartevents,154,,,,,carevue,,, +,,,,,3676,VS Change W/Seizure,,chartevents,153,,,,,carevue,,, +,,,,,6515,Multi podus boot,,chartevents,153,,,,,carevue,,, +,,,,,8037,Ketamine 100mg/50ml,,chartevents,153,,,,,carevue,,, +,,,,,51215,FMC-7,,labevents,153,HEMATOLOGY,,BLOOD,17220-5,,,, +,,Rest RR - Aerobic Activity Response,,,227918,Rest RR - Aerobic Activity Response,None,chartevents,152,OT Notes,,,,metavision,,Numeric, +,,,,,5260,BROVIAC DSG,,chartevents,152,,,,,carevue,,, +,,,,,46637,duodenostomy tube,,outputevents,152,,,,,carevue,,, +,,,,,1718,High Minute Vent.,,chartevents,151,,,,,carevue,,, +,,,,,8353,CSM to toes,,chartevents,151,,,,,carevue,,, +,,,,,51109,"URINE VOLUME, TOTAL",,labevents,151,CHEMISTRY,,URINE,28009-9,,,, +,,,,,51101,TOTAL COLLECTION TIME,,labevents,150,CHEMISTRY,,URINE,13362-9,,,, +,,,,,51172,CD23,,labevents,150,HEMATOLOGY,,BLOOD,14018-6,,,, +,,,,,844,Thrombin (16-21),,chartevents,149,Coags,,,,carevue,,, +,,,,,2002,fistula,,chartevents,149,,,,,carevue,,, +,,,,,3070,Nicardipine (mg/h),,chartevents,149,,,,,carevue,,, +,,,,,3277,NICARDIPINE--MG/HR,,chartevents,149,,,,,carevue,,, +,,,,,3633,Stools,,chartevents,149,,,,,carevue,,, +,,,,,51302,YOUNG CELLS,,labevents,149,HEMATOLOGY,,BLOOD,51633-6,,,, +,,,,,1226,Pantoprazole mg/hr,,chartevents,148,,,,,carevue,,, +,,,,,50865,AMIKACIN,,labevents,148,CHEMISTRY,,BLOOD,,,,, +,,,,,8445,OrthostatBP standing [Diastolic],,chartevents,147,,,,,carevue,,, +,,,,,7349,Dexamethasone,,chartevents,147,,,,,carevue,,, +,,R Ureteral Stent,,,226557,R Ureteral Stent,mL,outputevents,147,Output,,,,metavision,,Numeric, +,,,,,2882,FLAP COLOR/TEMP,,chartevents,146,,,,,carevue,,, +,,,,,6451,Phigh,,chartevents,146,,,,,carevue,,, +,,,,,6537,Ketamine,,chartevents,146,,,,,carevue,,, +,,,,,2201,Precedex,,chartevents,145,,,,,carevue,,, +,,AVA Line Tip Cultured,,,227726,AVA Line Tip Cultured,,chartevents,145,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1687,high minute vol,,chartevents,144,,,,,carevue,,, +,,,,,1871,versed 400mg/100ml,,chartevents,144,,,,,carevue,,, +,,,,,4732,Keflex,,chartevents,144,,,,,carevue,,, +,,,,,51471,CELLULAR CAST,,labevents,144,HEMATOLOGY,,URINE,,,,, +,,,,,653,Spont. Resp. Rate,,chartevents,143,,,,,carevue,,, +,,,,,373,ImpSkin #6 [Width],,chartevents,143,,,,,carevue,,, +,,,,,2757,KETAMINE MG/HR,,chartevents,143,,,,,carevue,,, +,,LDL measured,,,227441,LDL measured,None,chartevents,143,Labs,,,,metavision,,Numeric with tag, +,,,,,4215,cefotaxime,,chartevents,142,,,,,carevue,,, +,,,,,408,Inc/Wound Packing #5,,chartevents,141,,,,,carevue,,, +,,,,,2743,VENOUS DOPPLER,,chartevents,141,,,,,carevue,,, +,,,,,5000,Right hydrocele,,chartevents,141,,,,,carevue,,, +,,,,,42780,Drain Out #5 Wound Vac,,outputevents,141,,,,,carevue,,, +,,,,,51317,CD23,,labevents,141,HEMATOLOGY,,BONE MARROW,51268-1,,,, +,,,,,4334,aquaphor,,chartevents,140,,,,,carevue,,, +,,,,,51335,FMC-7,,labevents,140,HEMATOLOGY,,BONE MARROW,,,,, +,,BiPap bpm (S/T -Back up),,,227581,BiPap bpm (S/T -Back up),bpm,chartevents,140,Respiratory,,,,metavision,,Numeric, +,,,,,831,Procan,,chartevents,139,Drug level,,,,carevue,,, +,,,,,832,Procan Napa,,chartevents,139,Drug Level,,,,carevue,,, +,,,,,4619,Nystatin Powder,,chartevents,139,,,,,carevue,,, +,,,,,51307,CD13,,labevents,139,HEMATOLOGY,,BONE MARROW,51237-6,,,, +,,Orthostatic BPs standing,,,223766,Orthostatic BPs standing,mmHg,chartevents,138,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,1663,Calcium gluconate,,chartevents,138,,,,,carevue,,, +,,,,,4960,Ilex,,chartevents,138,,,,,carevue,,, +,,,,,6806,Mucomyst mg/hr,,chartevents,138,,,,,carevue,,, +,,,,,51357,NRBC,,labevents,138,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),48778-5,,,, +,,Orthostatic BPd standing,,,226096,Orthostatic BPd standing,mmHg,chartevents,137,Routine Vital Signs,,,,metavision,,Numeric, +,,,,,4562,non nutritive suck,,chartevents,137,,,,,carevue,,, +,,,,,8146,R VAC/L VAC,,chartevents,137,,,,,carevue,,, +,,,,,4719,Ca Glubionate,,chartevents,136,,,,,carevue,,, +,,Skeletal Traction #2 - Pounds,,,227776,Skeletal Traction #2 - Pounds,lbs,chartevents,136,Treatments,,,,metavision,,Numeric, +,,,,,3347,Calcium Gluconate,,chartevents,135,,,,,carevue,,, +,,,,,4905,Fluconazole,,chartevents,135,,,,,carevue,,, +,,,,,51298,VON WILLEBRAND FACTOR ACTIVITY,,labevents,135,HEMATOLOGY,,BLOOD,6014-5,,,, +,,,,,1122,lepirudin,,chartevents,134,,,,,carevue,,, +,,,,,2194,SVO2,,chartevents,134,,,,,carevue,,, +,,TPR (NICOM),,,228381,Total Peripheral Resistance (TPR) (NICOM),dynes*sec/cm5,chartevents,134,NICOM,,,,metavision,,Numeric, +,,,,,4540,Simethicone,,chartevents,133,,,,,carevue,,, +,,,,,6384,PINSP,,chartevents,133,,,,,carevue,,, +,,,,,7743,ACETYLCYSTEINE MG/HR,,chartevents,133,,,,,carevue,,, +,,,,,6121,Miconazole,,chartevents,132,,,,,carevue,,, +,,,,,7454,Driving P,,chartevents,132,,,,,carevue,,, +,,,,,8315,hernia repair sites,,chartevents,132,,,,,carevue,,, +,,,,,3670,UAC Tubing Change,,chartevents,131,,,,,carevue,,, +,,,,,5769,multipodus splints,,chartevents,131,,,,,carevue,,, +,,,,,5952,nitric oxide,,chartevents,131,,,,,carevue,,, +,,Triple Introducer Zero/Calibrate,,,225398,Triple Introducer Zero/Calibrate,,chartevents,131,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1734,TOF,,chartevents,130,,,,,carevue,,, +,,,,,4952,Bactroban,,chartevents,130,,,,,carevue,,, +,,,,,6832,hob angle,,chartevents,130,,,,,carevue,,, +,,,,,7033,octreotide,,chartevents,130,,,,,carevue,,, +,,,,,7084,Broviac Dsg,,chartevents,130,,,,,carevue,,, +,,,,,7547,Ostomy appliance,,chartevents,130,,,,,carevue,,, +,,Tandem Heart Return Cannula Dressing Occlusive,,,228219,Tandem Heart Return Cannula Dressing Occlusive,,chartevents,130,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Orthostatic HR standing,,,224647,Orthostatic HR standing,bpm,chartevents,129,Routine Vital Signs,,,,metavision,,Numeric, +,,Patient agrees with the above goals and is willing,,,227905,Patient agrees with the above goals and is willing to participate in the rehabilitation program,,chartevents,129,OT Notes,,,,metavision,,Checkbox, +,,,,,1587,xigris mg/hr,,chartevents,128,,,,,carevue,,, +,,,,,4793,nystatin cream,,chartevents,128,,,,,carevue,,, +,,,,,6453,Plow,,chartevents,128,,,,,carevue,,, +,,,,,3245,ileostomy,,chartevents,127,,,,,carevue,,, +,,,,,51299,VON WILLEBRAND FACTOR ANTIGEN,,labevents,127,HEMATOLOGY,,BLOOD,6012-9,,,, +,,,,,2095,Octreotide,,chartevents,126,,,,,carevue,,, +,,Trauma Line Tip Cultured,,,225735,Trauma Line Tip Cultured,,chartevents,126,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1066,shave,,chartevents,125,,,,,carevue,,, +,,,,,4281,Polyvisol,,chartevents,125,,,,,carevue,,, +,,,,,4538,amoxicillin,,chartevents,125,,,,,carevue,,, +,,,,,4677,nystatin powder,,chartevents,125,,,,,carevue,,, +,,,,,5133,Actigall (Ursodiol),,chartevents,125,,,,,carevue,,, +,,,,,2123,High exhale MV,,chartevents,124,,,,,carevue,,, +,,,,,4271,Prune juice,,chartevents,124,,,,,carevue,,, +,,,,,4587,Meropenem,,chartevents,124,,,,,carevue,,, +,,,,,5386,penrose drain area,,chartevents,124,,,,,carevue,,, +,,ICP Line Tip Cultured,,,226131,ICP Line Tip Cultured,,chartevents,124,Access Lines - Invasive,,,,metavision,,Checkbox, +,,IC2 Alarm - Low,,,227991,Intra Cranial Pressure #2 Alarm - Low,mmHg,chartevents,124,Alarms,,,,metavision,,Numeric, +,,,,,1872,Shave,,chartevents,123,,,,,carevue,,, +,,,,,2166,PRECEDEX MCG/KG/HR,,chartevents,123,,,,,carevue,,, +,,,,,4929,Prednisolone,,chartevents,123,,,,,carevue,,, +,,,,,5950,NO PPM,,chartevents,123,,,,,carevue,,, +,,,,,43373,urine cc/kg/hr,,outputevents,122,,,,,carevue,,, +,,,,,1710,zzz Stim Thresh mA [Unit],,chartevents,122,,,,,carevue,,, +,,,,,2435,CALGLUCONATE20GMS/L,,chartevents,122,,,,,carevue,,, +,,,,,2478,Amiodarone mg/hr,,chartevents,122,,,,,carevue,,, +,,,,,2483,PAVULON MCG/KG/MIN,,chartevents,122,,,,,carevue,,, +,,,,,3302,Amphotericin,,chartevents,122,,,,,carevue,,, +,,,,,5742,Colostomy Stoma,,chartevents,122,,,,,carevue,,, +,,,,,7219,skin laceration,,chartevents,122,,,,,carevue,,, +,,,,,7602,Midazolam,,chartevents,122,,,,,carevue,,, +,,Peak Exp Flow Rate,,,224728,Peak Exp Flow Rate,L/min,chartevents,122,Respiratory,,,,metavision,,Numeric, +,,Phenytoin (Free),,,226504,Phenytoin (Free),None,chartevents,122,Labs,,,,metavision,,Numeric, +,,,,,2131,Nitric oxide,,chartevents,121,,,,,carevue,,, +,,,,,2509,APROTONIN CC/HR,,chartevents,121,,,,,carevue,,, +,,,,,2957,ECMO FLOW,,chartevents,121,,,,,carevue,,, +,,,,,3299,Albuterol MiniNeb,,chartevents,121,,,,,carevue,,, +,,,,,4365,k phosphorus,,chartevents,121,,,,,carevue,,, +,,,,,5048,trivisol,,chartevents,121,,,,,carevue,,, +,,,,,6337,PICC line site,,chartevents,121,,,,,carevue,,, +,,,,,7132,mucomyst mg/kg/hr,,chartevents,121,,,,,carevue,,, +,,,,,8147,broviac,,chartevents,121,,,,,carevue,,, +,,,,,51441,BANDS,,labevents,121,HEMATOLOGY,,PLEURAL,,,,, +,,,,,4248,Hydrocele:,,chartevents,120,,,,,carevue,,, +,,,,,6419,mlti podus boots,,chartevents,120,,,,,carevue,,, +,,,,,51111,BANDS,,labevents,120,HEMATOLOGY,,ASCITES,,,,, +,,IC2 Alarm - High,,,227990,Intra Cranial Pressure #2 Alarm - High,mmHg,chartevents,120,Alarms,,,,metavision,,Numeric, +,,,,,2196,PRECEDEX,,chartevents,119,,,,,carevue,,, +,,Tandem Heart Access Line Dressing Occlusive,,,228208,Tandem Heart Access Line Dressing Occlusive,,chartevents,119,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,983,LEECH THERAPY,,chartevents,118,,,,,carevue,,, +,,,,,1464,ZZZly Wake Up,,chartevents,118,,,,,carevue,,, +,,,,,2100,cardene mcg/kg/min,,chartevents,118,,,,,carevue,,, +,,,,,3036,P HIGH,,chartevents,118,,,,,carevue,,, +,,,,,4606,hernia,,chartevents,118,,,,,carevue,,, +,,,,,8496,zzz Stim Thresh mA [Value],,chartevents,118,,,,,carevue,,, +,,,,,40403,thoracentesis,,outputevents,118,,,,,carevue,,, +,,,,,2053,high VE,,chartevents,117,,,,,carevue,,, +,,,,,2056,Nitric Oxide,,chartevents,117,,,,,carevue,,, +,,,,,3330,Bicitra,,chartevents,117,,,,,carevue,,, +,,,,,42788,Drain Out #4 T Tube,,outputevents,117,,,,,carevue,,, +,,Activity HR - Aerobic Activity Response,,,227923,Activity HR - Aerobic Activity Response,None,chartevents,116,OT Notes,,,,metavision,,Numeric, +,,,,,2592,MULTIPODUS SPLINT,,chartevents,116,,,,,carevue,,, +,,,,,3209,P LOW,,chartevents,116,,,,,carevue,,, +,,,,,5259,ABD INC LINE,,chartevents,116,,,,,carevue,,, +,,,,,7683,criticaid ointment,,chartevents,116,,,,,carevue,,, +,,,,,8415,ImpSkin #6 [Length],,chartevents,116,,,,,carevue,,, +,,,,,1682,multi podus boots,,chartevents,115,,,,,carevue,,, +,,,,,5664,CHOLEY TUBE,,chartevents,115,,,,,carevue,,, +,,,,,51320,CD33,,labevents,115,HEMATOLOGY,,BONE MARROW,51293-9,,,, +,,Thrombin,,,227469,Thrombin,None,chartevents,115,Labs,,,,metavision,,Numeric with tag, +,,Recovery HR - Aerobic Activity Response,,,227930,Recovery HR - Aerobic Activity Response,None,chartevents,114,OT Notes,,,,metavision,,Numeric, +,,,,,2809,xigris mcg/kg/hr,,chartevents,114,,,,,carevue,,, +,,,,,2870,ICP-ventriculostomuy,,chartevents,114,,,,,carevue,,, +,,,,,3349,Captopril,,chartevents,114,,,,,carevue,,, +,,,,,3600,Renal US,,chartevents,114,,,,,carevue,,, +,,,,,3725,ABG POTASSIUM,,chartevents,114,ABG'S,,,,carevue,,, +,,,,,4797,Nystatin Oint,,chartevents,114,,,,,carevue,,, +,,,,,5665,CHOLEY TUBE DRAINAGE,,chartevents,114,,,,,carevue,,, +,,,,,7831,PASSy MUir valve,,chartevents,114,,,,,carevue,,, +,,,,,44002,NSS VIA PIGTAIL TUBE,,outputevents,114,Free Form Intake,,,,carevue,,, +,,SVI Change,,,228377,SVI Change,%,chartevents,113,NICOM,,,,metavision,,Numeric, +,,,,,1537,Thrombin,,chartevents,112,Coags,,,,carevue,,, +,,,,,1653,Bed Alarm,,chartevents,112,,,,,carevue,,, +,,,,,5702,FEM ART MEAN,,chartevents,112,,,,,carevue,,, +,,,,,6562,diuril,,chartevents,112,,,,,carevue,,, +,,,,,40652,Gastric Blakemore,,outputevents,112,,,,,carevue,,, +,,,,,2883,Venous signal,,chartevents,111,,,,,carevue,,, +,,,,,2958,NECK FLAP CAP REFILL,,chartevents,111,,,,,carevue,,, +,,,,,4716,acyclovir,,chartevents,111,,,,,carevue,,, +,,,,,5473,op. site,,chartevents,111,,,,,carevue,,, +,,,,,51386,BANDS,,labevents,111,HEMATOLOGY,,OTHER BODY FLUID,26510-8,,,, +,,Gentamicin (Peak),,,227448,Gentamicin (Peak),None,chartevents,111,Labs,,,,metavision,,Numeric with tag, +,,Recovery O2 sat - Aerobic Activity Response,,,227933,Recovery O2 sat - Aerobic Activity Response,%,chartevents,110,OT Notes,,,,metavision,,Numeric, +,,,,,4390,Nystatin Cream,,chartevents,110,,,,,carevue,,, +,,,,,51064,"POTASSIUM, STOOL",,labevents,110,CHEMISTRY,,STOOL,15202-5,,,, +,,,,,51065,"SODIUM, STOOL",,labevents,110,CHEMISTRY,,STOOL,15207-4,,,, +,,,,,3269,XIGRIS MG/HR,,chartevents,109,,,,,carevue,,, +,,,,,4194,ABG Potassium,,chartevents,109,ABG'S,,,,carevue,,, +,,,,,5706,T HIGH,,chartevents,109,,,,,carevue,,, +,,,,,51305,CD117,,labevents,109,HEMATOLOGY,,BONE MARROW,42866-4,,,, +,,Tandem Heart Return Cannula Migration,,,228222,Tandem Heart Return Cannula Migration,,chartevents,109,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1363,Bivalirudin,,chartevents,108,,,,,carevue,,, +,,,,,1380,High exhaled min.vol,,chartevents,108,,,,,carevue,,, +,,,,,3522,NG Feedings,,chartevents,108,,,,,carevue,,, +,,,,,4791,Circ Care,,chartevents,108,,,,,carevue,,, +,,,,,4792,bacitracin,,chartevents,108,,,,,carevue,,, +,,,,,7242,fem/fem bpg,,chartevents,108,,,,,carevue,,, +,,,,,40491,PACU Out EBL,,outputevents,108,,,,,carevue,,, +,,CO / CI Change,,,228370,CO / CI Change,%,chartevents,108,NICOM,,,,metavision,,Numeric, +,,,,,61,AvDO2,,chartevents,107,,,,,carevue,,, +,,,,,2618,Cistracurium,,chartevents,107,,,,,carevue,,, +,,,,,4310,combivent,,chartevents,107,,,,,carevue,,, +,,,,,5681,umbi hernia measure,,chartevents,107,,,,,carevue,,, +,,,,,5707,T LOW,,chartevents,107,,,,,carevue,,, +,,,,,5782,High Minute Ventilan,,chartevents,107,,,,,carevue,,, +,,,,,6938,ligation site,,chartevents,107,,,,,carevue,,, +,,,,,1048,zzzn Management,,chartevents,106,,,,,carevue,,, +,,,,,3118,THORACIC EXTENSION,,chartevents,106,,,,,carevue,,, +,,,,,3176,Nicardip.mcg/kg/min,,chartevents,106,,,,,carevue,,, +,,,,,5213,NaCl supp,,chartevents,106,,,,,carevue,,, +,,,,,7243,R ax fem bpg pulse,,chartevents,106,,,,,carevue,,, +,,,,,7921,Brush Teeth,,chartevents,106,,,,,carevue,,, +,,,,,50850,"TRIGLYCERIDES, ASCITES",,labevents,106,CHEMISTRY,,ASCITES,14447-7,,,, +,,,,,51515,WAXY CASTS,,labevents,106,HEMATOLOGY,,URINE,5819-8,,,, +,,,,,741,avDO2,,chartevents,105,,,,,carevue,,, +,,,,,1407,CIWA SCALE,,chartevents,105,,,,,carevue,,, +,,,,,1991,pronator drift,,chartevents,105,,,,,carevue,,, +,,,,,2355,solumedrol mg/kg/hr,,chartevents,105,,,,,carevue,,, +,,,,,2554,Cisatr mcg/kg/min,,chartevents,105,,,,,carevue,,, +,,,,,1631,High/MIN/VENT,,chartevents,104,,,,,carevue,,, +,,,,,5605,Miconazole Powder,,chartevents,104,,,,,carevue,,, +,,,,,5939,Lumbar drain,,chartevents,104,,,,,carevue,,, +,,,,,6756,pantoprazole80mg/100,,chartevents,104,,,,,carevue,,, +,,,,,40538,Drain Out #2 Sump,,outputevents,104,,,,,carevue,,, +,,Activity O2 sat - Aerobic Activity Response,,,227926,Activity O2 sat - Aerobic Activity Response,%,chartevents,103,OT Notes,,,,metavision,,Numeric, +,,,,,1604,HI/Minute/Vol/,,chartevents,103,,,,,carevue,,, +,,,,,1892,BED BATH,,chartevents,103,,,,,carevue,,, +,,,,,2548,nimbex mg/kg/hr,,chartevents,103,,,,,carevue,,, +,,,,,3517,Murmur Description,,chartevents,103,,,,,carevue,,, +,,,,,6375,Trache care,,chartevents,103,,,,,carevue,,, +,,,,,42983,Drain Out #3 Lumbar,,outputevents,103,,,,,carevue,,, +,,Activity RR - Aerobic Activity Response,,,227925,Activity RR - Aerobic Activity Response,None,chartevents,102,OT Notes,,,,metavision,,Numeric, +,,,,,1500,HI MV ALARM,,chartevents,102,,,,,carevue,,, +,,,,,2382,Protonix gtt,,chartevents,102,,,,,carevue,,, +,,,,,2789,MAMMARY SUPPORT,,chartevents,102,,,,,carevue,,, +,,,,,3257,XIGRIS @ 1.66 MG/HR,,chartevents,102,,,,,carevue,,, +,,,,,4444,Water bed,,chartevents,102,,,,,carevue,,, +,,,,,5316,CLONIS,,chartevents,102,,,,,carevue,,, +,,,,,6454,Thigh,,chartevents,102,,,,,carevue,,, +,,,,,2061,EPOPROSTENOL,,chartevents,101,,,,,carevue,,, +,,,,,2161,aprotinin cc/hr,,chartevents,101,,,,,carevue,,, +,,,,,7601,rotation on,,chartevents,101,,,,,carevue,,, +,,,,,1374,ICP Right,,chartevents,100,,,,,carevue,,, +,,,,,1874,methadone,,chartevents,100,,,,,carevue,,, +,,,,,3236,HI MINUTE VOLUME,,chartevents,100,,,,,carevue,,, +,,,,,4254,Broviac Dsg:,,chartevents,100,,,,,carevue,,, +,,,,,4645,PRED FORTE DROPS,,chartevents,100,,,,,carevue,,, +,,,,,5080,K phos,,chartevents,100,,,,,carevue,,, +,,,,,6332,mucocous fstula,,chartevents,100,,,,,carevue,,, +,,Tandem Heart Access Line Pump Housing Checked,,,228212,Tandem Heart Access Line Pump Housing Checked,,chartevents,100,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1062,PMV on/off,,chartevents,99,,,,,carevue,,, +,,,,,3068,High Pressure Limit,,chartevents,99,,,,,carevue,,, +,,,,,3102,NICARDIPINE MCQ/KG/',,chartevents,99,,,,,carevue,,, +,,,,,3687,Vomiting,,chartevents,99,,,,,carevue,,, +,,,,,4247,KCL supps,,chartevents,99,,,,,carevue,,, +,,,,,5384,OP site,,chartevents,99,,,,,carevue,,, +,,,,,5413,Ativan,,chartevents,99,,,,,carevue,,, +,,,,,50928,GASTRIN,,labevents,99,CHEMISTRY,,BLOOD,2333-3,,,, +,,,,,51310,CD15,,labevents,99,HEMATOLOGY,,BONE MARROW,51251-7,,,, +,,,,,2655,ALCOHOL 10%DRIP G/HR,,chartevents,98,,,,,carevue,,, +,,,,,2876,10% ALCOHOL CC/HR,,chartevents,98,,,,,carevue,,, +,,,,,3160,HIGH MV LIMIT,,chartevents,98,,,,,carevue,,, +,,,,,4487,Bilat Ing Hernias s,,chartevents,98,,,,,carevue,,, +,,,,,4702,Vit D,,chartevents,98,,,,,carevue,,, +,,,,,5106,caffeine citrate,,chartevents,98,,,,,carevue,,, +,,,,,6336,PCV driving pressure,,chartevents,98,,,,,carevue,,, +,,,,,7241,spinal pse.,,chartevents,98,,,,,carevue,,, +,,,,,51289,SERUM VISCOSITY,,labevents,98,HEMATOLOGY,,BLOOD,3128-6,,,, +,,,,,385,Inc Cleansing #6,,chartevents,97,,,,,carevue,,, +,,,,,2922,P-insp,,chartevents,97,,,,,carevue,,, +,,,,,3113,high min.vol,,chartevents,97,,,,,carevue,,, +,,,,,4805,DIAZOXIDE,,chartevents,97,,,,,carevue,,, +,,,,,7772,Predisolone,,chartevents,97,,,,,carevue,,, +,,,,,1735,Multipodus boots,,chartevents,96,,,,,carevue,,, +,,,,,5991,CVL,,chartevents,96,,,,,carevue,,, +,,,,,7947,"Splint off,skin chk",,chartevents,96,,,,,carevue,,, +,,,,,51225,HEMOGLOBIN F,,labevents,96,HEMATOLOGY,,BLOOD,9749-3,,,, +,,,,,3545,O2 Sat W/Seizure,,chartevents,95,,,,,carevue,,, +,,,,,2492,ABD BINDER,,chartevents,95,,,,,carevue,,, +,,,,,4285,Broviac site/dsg,,chartevents,95,,,,,carevue,,, +,,,,,6312,Abdominal Binder,,chartevents,95,,,,,carevue,,, +,,,,,51323,CD4,,labevents,95,HEMATOLOGY,,BONE MARROW,51301-0,,,, +,,,,,6308,TEDS,,chartevents,94,,,,,carevue,,, +,,,,,45417,Chest Tube R #3,,outputevents,94,,,,,carevue,,, +,,Recovery RR - Aerobic Activity Response,,,227932,Recovery RR - Aerobic Activity Response,None,chartevents,93,OT Notes,,,,metavision,,Numeric, +,,,,,1655,Insp. Time,,chartevents,93,,,,,carevue,,, +,,,,,5485,Vit A,,chartevents,93,,,,,carevue,,, +,,,,,7515,Umbi,,chartevents,93,,,,,carevue,,, +,,,,,701,Transcut Pacer Rate,,chartevents,92,,,,,carevue,,, +,,,,,842,Theophylline,,chartevents,92,Drug Level,,,,carevue,,, +,,,,,1051,passy-muir valve,,chartevents,92,,,,,carevue,,, +,,,,,4721,Hernias,,chartevents,92,,,,,carevue,,, +,,,,,6065,High minute Volume,,chartevents,92,,,,,carevue,,, +,,,,,6627,linen change,,chartevents,92,,,,,carevue,,, +,,,,,7107,Acetylcysteine mg/hr,,chartevents,92,,,,,carevue,,, +,,,,,51309,CD14,,labevents,92,HEMATOLOGY,,BONE MARROW,32507-6,,,, +,,Tandem Heart Access Line Repositioned,,,228213,Tandem Heart Access Line Repositioned,,chartevents,92,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,4304,CVL site,,chartevents,91,,,,,carevue,,, +,,,,,4435,Circ. Site,,chartevents,91,,,,,carevue,,, +,,,,,7535,Umb. Hernia,,chartevents,91,,,,,carevue,,, +,,,,,8084,PDA surg site,,chartevents,91,,,,,carevue,,, +,,,,,51291,SICKLE CELLS,,labevents,91,HEMATOLOGY,,BLOOD,801-1,,,, +,,Tandem Heart Return Cannula Repositioned,,,228224,Tandem Heart Return Cannula Repositioned,,chartevents,91,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,40651,Urine Out Ureteral Stent #2,,outputevents,90,,,,,carevue,,, +,,,,,6792,range of motion,,chartevents,90,,,,,carevue,,, +,,,,,7036,neonatal opium solun,,chartevents,90,,,,,carevue,,, +,,,,,7869,PERCUSSION,,chartevents,90,,,,,carevue,,, +,,,,,8385,Emesis [pH],,chartevents,90,,,,,carevue,,, +,,,,,534,Peak Flow (actual),,chartevents,89,,,,,carevue,,, +,,,,,1120,trach,,chartevents,89,,,,,carevue,,, +,,,,,1654,HIGH VE,,chartevents,89,,,,,carevue,,, +,,,,,1839,Multi podis boot,,chartevents,89,,,,,carevue,,, +,,,,,3426,Feeding,,chartevents,89,,,,,carevue,,, +,,,,,4426,Cefazolin,,chartevents,89,,,,,carevue,,, +,,,,,4503,Actigall,,chartevents,89,,,,,carevue,,, +,,,,,5024,triple abx ointment,,chartevents,89,,,,,carevue,,, +,,,,,6051,Pediarix,,chartevents,89,,,,,carevue,,, +,,,,,7998,Versed mg/kg/hr,,chartevents,89,,,,,carevue,,, +,,,,,42330,Drain Out #3 Hemovac,,outputevents,89,,,,,carevue,,, +,,,,,820,Lipase,,chartevents,88,Enzymes,,,,carevue,,, +,,,,,1692,T low,,chartevents,88,,,,,carevue,,, +,,,,,4663,CIRC,,chartevents,88,,,,,carevue,,, +,,,,,4986,Vi-Daylin,,chartevents,88,,,,,carevue,,, +,,,,,5221,DOPA mcg/k/min,,chartevents,88,,,,,carevue,,, +,,,,,5609,hydroactive gel,,chartevents,88,,,,,carevue,,, +,,,,,5921,ABDOMINAL BINDER,,chartevents,88,,,,,carevue,,, +,,,,,8137,preauricular tag,,chartevents,88,,,,,carevue,,, +,,,,,8307,Left neprhrostomy,,chartevents,88,,,,,carevue,,, +,,,,,40624,dialysis,,outputevents,88,,,,,carevue,,, +,,,,,42523,LUMBAR DRAIN OUTPUT,,outputevents,88,,,,,carevue,,, +,,,,,2074,AV Fistula,,chartevents,87,,,,,carevue,,, +,,,,,2373,APROTININ ML/HR,,chartevents,87,,,,,carevue,,, +,,,,,2796,Alcohol Gm/hour,,chartevents,87,,,,,carevue,,, +,,,,,6180,Lacrilube,,chartevents,87,,,,,carevue,,, +,,,,,51334,CD8,,labevents,87,HEMATOLOGY,,BONE MARROW,51372-1,,,, +,,,,,51369,"HEMATOCRIT, JOINT FLUID",,labevents,87,HEMATOLOGY,,JOINT FLUID,,,,, +,,,,,711,VO2,,chartevents,86,,,,,carevue,,, +,,,,,1726,HIGH MIN VENT,,chartevents,86,,,,,carevue,,, +,,,,,3128,BRACHIAL S/D,,chartevents,86,,,,,carevue,,, +,,,,,4478,triple antibiotic,,chartevents,86,,,,,carevue,,, +,,,,,4523,PDA incision site,,chartevents,86,,,,,carevue,,, +,,,,,1136,vasopressin,,chartevents,85,,,,,carevue,,, +,,,,,2285,nimbex mcg/kg/min,,chartevents,85,,,,,carevue,,, +,,,,,2985,ICP ventricle,,chartevents,85,,,,,carevue,,, +,,,,,3608,Root Reflex,,chartevents,85,,,,,carevue,,, +,,,,,4459,trach collar,,chartevents,85,,,,,carevue,,, +,,,,,5060,meropenem,,chartevents,85,,,,,carevue,,, +,,,,,5098,KCl Supps,,chartevents,85,,,,,carevue,,, +,,,,,5648,multi-podis boots,,chartevents,85,,,,,carevue,,, +,,,,,6975,Unasyn,,chartevents,85,,,,,carevue,,, +,,,,,6719,SpO2-L,,chartevents,84,,,,,carevue,,, +,,,,,1041,flap doppler,,chartevents,84,,,,,carevue,,, +,,,,,2143,multipodus,,chartevents,84,,,,,carevue,,, +,,,,,2429,VENOUS/DOPPLER/BFM,,chartevents,84,,,,,carevue,,, +,,,,,3219,calcium gluconate,,chartevents,84,,,,,carevue,,, +,,,,,5145,tremors,,chartevents,84,,,,,carevue,,, +,,,,,5703,FEM ART S/D,,chartevents,84,,,,,carevue,,, +,,,,,5744,High Exhaled Min vol,,chartevents,84,,,,,carevue,,, +,,,,,8133,R ear,,chartevents,84,,,,,carevue,,, +,,,,,40386,hemodialysis,,outputevents,84,,,,,carevue,,, +,,,,,51188,CD56,,labevents,84,HEMATOLOGY,,BLOOD,8133-1,,,, +,,,,,6347,femoral pulses,,chartevents,83,,,,,carevue,,, +,,,,,1910,BAth,,chartevents,83,,,,,carevue,,, +,,,,,2344,TPA MG/HR,,chartevents,83,,,,,carevue,,, +,,,,,2413,CISATRICURI MCG/K/MI,,chartevents,83,,,,,carevue,,, +,,,,,3206,40GmCaGluc/1000ccNS,,chartevents,83,,,,,carevue,,, +,,,,,5113,Calciferol,,chartevents,83,,,,,carevue,,, +,,,,,5764,driving press,,chartevents,83,,,,,carevue,,, +,,,,,5884,Ranitidine pg,,chartevents,83,,,,,carevue,,, +,,,,,7222,CT sites,,chartevents,83,,,,,carevue,,, +,,,,,51454,PLASMA CELLS,,labevents,83,HEMATOLOGY,,PLEURAL,40522-5,,,, +,,Tandem Heart Access Line Catheter Length,,,228204,Tandem Heart Access Line Catheter Length,cm,chartevents,83,Access Lines - Invasive,,,,metavision,,Numeric, +,,,,,1495,urine ph,,chartevents,82,,,,,carevue,,, +,,,,,51042,"SODIUM, BODY FLUID",,labevents,82,CHEMISTRY,,OTHER BODY FLUID,2950-4,,,, +,,,,,1496,HIGH MIN. VENT.,,chartevents,82,,,,,carevue,,, +,,,,,2734,right vent drain,,chartevents,82,,,,,carevue,,, +,,,,,3553,Ostomy Bag Change,,chartevents,82,,,,,carevue,,, +,,,,,4639,tobradex,,chartevents,82,,,,,carevue,,, +,,,,,5320,flowrate cc/min,,chartevents,82,,,,,carevue,,, +,,,,,6359,Halo,,chartevents,82,,,,,carevue,,, +,,,,,1491,apnea time,,chartevents,81,,,,,carevue,,, +,,,,,1667,plow,,chartevents,81,,,,,carevue,,, +,,,,,1960,High Min. Vol.,,chartevents,81,,,,,carevue,,, +,,,,,2101,nicardipine mg/hr,,chartevents,81,,,,,carevue,,, +,,,,,2305,aprotinin,,chartevents,81,,,,,carevue,,, +,,,,,5281,oral nystatin,,chartevents,81,,,,,carevue,,, +,,,,,44198,Promote 2/3 strength,,outputevents,81,Free Form Intake,,,,carevue,,, +,,,,,44676,Drain Out #2 Lt Nephrostomy,,outputevents,81,,,,,carevue,,, +,,,,,1602,hepa filter,,chartevents,80,,,,,carevue,,, +,,,,,2665,NO,,chartevents,80,,,,,carevue,,, +,,,,,4976,prune juice po/pg,,chartevents,80,,,,,carevue,,, +,,,,,7116,Rt ICP,,chartevents,80,,,,,carevue,,, +,,,,,40490,emesis,,outputevents,80,,,,,carevue,,, +,,,,,51063,"OSMOLALITY, STOOL",,labevents,80,CHEMISTRY,,STOOL,2693-0,,,, +,,,,,51223,HEMOGLOBIN A2,,labevents,80,HEMATOLOGY,,BLOOD,4552-6,,,, +,,,,,51247,MACROOVALOCYTES,,labevents,80,HEMATOLOGY,,BLOOD,10376-2,,,, +,,,,,51331,CD64,,labevents,80,HEMATOLOGY,,BONE MARROW,51365-5,,,, +,,,,,1327,vasopressin unit/min,,chartevents,79,,,,,carevue,,, +,,,,,5412,healed penrose site,,chartevents,79,,,,,carevue,,, +,,,,,5903,abdomenal incision,,chartevents,79,,,,,carevue,,, +,,,,,6854,EEG (burst/min),,chartevents,79,,,,,carevue,,, +,,,,,40078,Drain Out #1 Anderson,,outputevents,79,,,,,carevue,,, +,,,,,51306,CD11C,,labevents,79,HEMATOLOGY,,BONE MARROW,33202-3,,,, +,,,,,1104,HI/Minute/vol/alarm,,chartevents,78,,,,,carevue,,, +,,,,,1371,cco,,chartevents,78,,,,,carevue,,, +,,,,,1691,T high,,chartevents,78,,,,,carevue,,, +,,,,,2502,cisatricurium mg/k/h,,chartevents,78,,,,,carevue,,, +,,,,,4342,Rash,,chartevents,78,,,,,carevue,,, +,,,,,4437,Bathed,,chartevents,78,,,,,carevue,,, +,,,,,6396,Prednisolone gtts,,chartevents,78,,,,,carevue,,, +,,,,,6538,tpn,,chartevents,78,,,,,carevue,,, +,,,,,6622,hernia repair site,,chartevents,78,,,,,carevue,,, +,,,,,8320,G-tube site,,chartevents,78,,,,,carevue,,, +,,,,,44133,mucous fistula,,outputevents,78,,,,,carevue,,, +,,,,,51178,CD34,,labevents,78,HEMATOLOGY,,BLOOD,8125-7,,,, +,,,,,1594,HI/MINUTE/VOL,,chartevents,77,,,,,carevue,,, +,,,,,3142,high rr,,chartevents,77,,,,,carevue,,, +,,,,,3215,Xgris,,chartevents,77,,,,,carevue,,, +,,,,,3531,Nares Patent [Left],,chartevents,77,,,,,carevue,,, +,,,,,5141,Erythromycin oint,,chartevents,77,,,,,carevue,,, +,,,,,5229,NACL SUPPS,,chartevents,77,,,,,carevue,,, +,,,,,5282,propanolol,,chartevents,77,,,,,carevue,,, +,,,,,51328,CD56,,labevents,77,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,1816,QUINIDINE,,chartevents,76,,,,,carevue,,, +,,,,,2106,study drug/24mcg/k/h,,chartevents,76,,,,,carevue,,, +,,,,,2359,thrill/bruit,,chartevents,76,,,,,carevue,,, +,,,,,2462,cisatacurium mcg/k/m,,chartevents,76,,,,,carevue,,, +,,,,,3169,multipodous boots,,chartevents,76,,,,,carevue,,, +,,,,,4230,Eye exam,,chartevents,76,,,,,carevue,,, +,,,,,4889,Cyclopentolate,,chartevents,76,,,,,carevue,,, +,,,,,7903,Exercises,,chartevents,76,,,,,carevue,,, +,,,,,8317,percusion,,chartevents,76,,,,,carevue,,, +,,,,,42823,Drain Out #7 Jackson Pratt,,outputevents,76,,,,,carevue,,, +,,,,,43172,spit,,outputevents,76,,,,,carevue,,, +,,,,,45899,BM (thick & easy) PO,,outputevents,76,Free Form Intake,,,,carevue,,, +,,,,,50921,ESTRADIOL,,labevents,76,CHEMISTRY,,BLOOD,2243-4,,,, +,,,,,51041,"POTASSIUM, BODY FLUID",,labevents,76,CHEMISTRY,,OTHER BODY FLUID,2821-7,,,, +,,,,,51156,CD13,,labevents,76,HEMATOLOGY,,BLOOD,8110-9,,,, +,,,,,37,Additional Gas(Vent),,chartevents,75,,,,,carevue,,, +,,,,,474,O2ER,,chartevents,75,,,,,carevue,,, +,,,,,1472,Bivaliruden,,chartevents,75,,,,,carevue,,, +,,,,,2046,hi minute vol,,chartevents,75,,,,,carevue,,, +,,,,,2739,FENOLDOPAM,,chartevents,75,,,,,carevue,,, +,,,,,2804,10% alcohol/ cc/hr,,chartevents,75,,,,,carevue,,, +,,,,,3125,NICARDIPINE 5-15MG/H,,chartevents,75,,,,,carevue,,, +,,,,,3442,Gastric Secretions,,chartevents,75,,,,,carevue,,, +,,,,,4894,left hydrocele,,chartevents,75,,,,,carevue,,, +,,,,,8028,PROTONIX MG/H,,chartevents,75,,,,,carevue,,, +,,,,,5636,2nd O2 Sat,,chartevents,74,,,,,carevue,,, +,,,,,1468,HI/Minute/Vol/alarm,,chartevents,74,,,,,carevue,,, +,,,,,2641,SJO2,,chartevents,74,,,,,carevue,,, +,,,,,2806,ALCOHOL GTT ML/HR,,chartevents,74,,,,,carevue,,, +,,,,,3392,Directed Donor,,chartevents,74,,,,,carevue,,, +,,,,,5523,Amoxacillin,,chartevents,74,,,,,carevue,,, +,,,,,6213,TANK A,,chartevents,74,,,,,carevue,,, +,,,,,6408,Multi podis boots,,chartevents,74,,,,,carevue,,, +,,,,,7508,CSM CHECK,,chartevents,74,,,,,carevue,,, +,,,,,44349,ultrafiltrate in,,outputevents,74,Free Form Intake,,,,carevue,,, +,,,,,50853,25-OH VITAMIN D,,labevents,74,CHEMISTRY,,BLOOD,,,,, +,,Tunneled (Hickman) Line Tip Cultured,,,225726,Tunneled (Hickman) Line Tip Cultured,,chartevents,74,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1603,multi podis boots,,chartevents,73,,,,,carevue,,, +,,,,,2265,MVO2,,chartevents,73,,,,,carevue,,, +,,,,,4590,zosyn,,chartevents,73,,,,,carevue,,, +,,,,,6215,TANK B,,chartevents,73,,,,,carevue,,, +,,,,,6655,PCV Level,,chartevents,73,,,,,carevue,,, +,,,,,7875,umbi hrenia,,chartevents,73,,,,,carevue,,, +,,,,,45858,G-tube flush,,outputevents,73,Free Form Intake,,,,carevue,,, +,,,,,51124,PLASMA,,labevents,73,HEMATOLOGY,,ASCITES,40518-3,,,, +,,,,,51324,CD41,,labevents,73,HEMATOLOGY,,BONE MARROW,51319-2,,,, +,,HOB Measurement,,,226170,Head of Bead Measurement,Degree,chartevents,73,Treatments,,,,metavision,,Numeric, +,,PACU Gastric,,,226630,PACU Gastric,mL,outputevents,73,Output,,,,metavision,,Numeric, +,,,,,536,Peri Care,,chartevents,72,,,,,carevue,,, +,,,,,1619,Lepirudin,,chartevents,72,,,,,carevue,,, +,,,,,1981,HighMV Alarm,,chartevents,72,,,,,carevue,,, +,,,,,2386,passey muir,,chartevents,72,,,,,carevue,,, +,,,,,2493,cariporide,,chartevents,72,,,,,carevue,,, +,,,,,2831,FEM ABP,,chartevents,72,,,,,carevue,,, +,,,,,2908,ETOH Grams/hour,,chartevents,72,,,,,carevue,,, +,,,,,3433,Fever,,chartevents,72,,,,,carevue,,, +,,,,,5753,Calcium Chloride,,chartevents,72,,,,,carevue,,, +,,,,,41989,VENTRICULAR DRAIN,,outputevents,72,,,,,carevue,,, +,,,,,43336,Penrose drain,,outputevents,72,,,,,carevue,,, +,,,,,51272,"PROTEIN S, ANTIGEN",,labevents,72,HEMATOLOGY,,BLOOD,27823-4,,,, +,,Sump #2,,,226618,Sump #2,mL,outputevents,72,Drains,,,,metavision,,Numeric, +,,,,,51045,"UREA NITROGEN, BODY FLUID",,labevents,71,CHEMISTRY,,OTHER BODY FLUID,3093-2,,,, +,,,,,1670,driveP,,chartevents,71,,,,,carevue,,, +,,,,,2476,rectal tube deflate,,chartevents,71,,,,,carevue,,, +,,,,,2510,DEXTRAN LML 10%,,chartevents,71,,,,,carevue,,, +,,,,,2552,cistracurium mg/min,,chartevents,71,,,,,carevue,,, +,,,,,6657,DP,,chartevents,71,,,,,carevue,,, +,,,,,6898,TRACHEA DSG,,chartevents,71,,,,,carevue,,, +,,,,,7252,omeprazole,,chartevents,71,,,,,carevue,,, +,,,,,8528,Nares Patent [Right],,chartevents,71,,,,,carevue,,, +,,,,,42824,Drain Out #8 Jackson Pratt,,outputevents,71,,,,,carevue,,, +,,,,,51177,CD33,,labevents,71,HEMATOLOGY,,BLOOD,8102-6,,,, +,,,,,51408,CD4,,labevents,71,HEMATOLOGY,,OTHER BODY FLUID,17822-8,,,, +,,Red Rubber,,,226622,Red Rubber,mL,outputevents,71,Drains,,,,metavision,,Numeric, +,,,,,650,Spon Minute VE L/min,,chartevents,70,,,,,carevue,,, +,,,,,847,Tobramycin/Trough,,chartevents,70,Drug Level,,,,carevue,,, +,,,,,2045,icp left,,chartevents,70,,,,,carevue,,, +,,,,,2694,LEPIRUDIN MG/HR,,chartevents,70,,,,,carevue,,, +,,,,,2777,TLSO,,chartevents,70,,,,,carevue,,, +,,,,,5099,NaCl Supps,,chartevents,70,,,,,carevue,,, +,,,,,5626,Vidalyn,,chartevents,70,,,,,carevue,,, +,,,,,8109,broviac dsg,,chartevents,70,,,,,carevue,,, +,,,,,42509,JP MEDIAL,,outputevents,70,,,,,carevue,,, +,,,,,44405,ascitic drainage,,outputevents,70,,,,,carevue,,, +,,,,,51158,CD14,,labevents,70,HEMATOLOGY,,BLOOD,8111-7,,,, +,,,,,51452,NRBC,,labevents,70,HEMATOLOGY,,PLEURAL,,,,, +,,Doppler BP,,,224166,Doppler BP,mmHg,chartevents,70,Routine Vital Signs,,,,metavision,,Numeric, +,,Cerebral Subdural #2,,,226609,Cerebral Subdural #2,mL,outputevents,70,Drains,,,,metavision,,Numeric, +,,,,,1093,coccyx drsg change,,chartevents,69,,,,,carevue,,, +,,,,,1474,Folate,,chartevents,69,,,,,carevue,,, +,,,,,1822,PASSE-MUIR VALVE,,chartevents,69,,,,,carevue,,, +,,,,,1870,multipodis boots,,chartevents,69,,,,,carevue,,, +,,,,,2418,CARIPORIDE 20MG/HR,,chartevents,69,,,,,carevue,,, +,,,,,2566,Spontaneous VT,,chartevents,69,,,,,carevue,,, +,,,,,2669,svo2,,chartevents,69,,,,,carevue,,, +,,,,,2674,WAFFLE BOOT,,chartevents,69,,,,,carevue,,, +,,,,,2877,trach collar trial,,chartevents,69,,,,,carevue,,, +,,,,,3082,HIGH TIDAL VOL,,chartevents,69,,,,,carevue,,, +,,,,,6164,Lumbar open/clamped,,chartevents,69,,,,,carevue,,, +,,,,,7032,OR pillow,,chartevents,69,,,,,carevue,,, +,,,,,8148,Zidovudine/AZT,,chartevents,69,,,,,carevue,,, +,,Tobramycin (Peak),,,227450,Tobramycin (Peak),None,chartevents,69,Labs,,,,metavision,,Numeric with tag, +,,,,,2993,trache care,,chartevents,68,,,,,carevue,,, +,,,,,3114,PCV Driving Pressure,,chartevents,68,,,,,carevue,,, +,,,,,4219,Lasix,,chartevents,68,,,,,carevue,,, +,,,,,6841,DOPPLER FLAP CHECK,,chartevents,68,,,,,carevue,,, +,,,,,6842,FLAP BRISK CAP REFIL,,chartevents,68,,,,,carevue,,, +,,,,,6843,FLAP WARM GOOD COLOR,,chartevents,68,,,,,carevue,,, +,,,,,7044,tof,,chartevents,68,,,,,carevue,,, +,,,,,7692,Bivona mark,,chartevents,68,,,,,carevue,,, +,,,,,8093,Neonatal opium sol.,,chartevents,68,,,,,carevue,,, +,,,,,40975,drain flush,,outputevents,68,Free Form Intake,,,,carevue,,, +,,,,,45484,nutran tube feed,,outputevents,68,Free Form Intake,,,,carevue,,, +,,,,,51155,CD11C,,labevents,68,HEMATOLOGY,,BLOOD,8109-1,,,, +,,,,,2907,R groin sheath,,chartevents,67,,,,,carevue,,, +,,,,,2976,SHAVE,,chartevents,67,,,,,carevue,,, +,,,,,3052,waffle boot,,chartevents,67,,,,,carevue,,, +,,,,,4212,HEPARIN FLUSH,,chartevents,67,,,,,carevue,,, +,,,,,4340,Hep B vaccine,,chartevents,67,,,,,carevue,,, +,,,,,4363,Gel Pillow:,,chartevents,67,,,,,carevue,,, +,,,,,4937,circumcision care,,chartevents,67,,,,,carevue,,, +,,,,,5577,acytylcisteine,,chartevents,67,,,,,carevue,,, +,,,,,6160,R/L FLAP PULSE,,chartevents,67,,,,,carevue,,, +,,,,,7236,g-tube site,,chartevents,67,,,,,carevue,,, +,,,,,7268,Bed Rotation Left,,chartevents,67,,,,,carevue,,, +,,,,,8289,Mucomyst mg/hr,,chartevents,67,,,,,carevue,,, +,,,,,44970,Cardiac Output,,outputevents,67,Free Form Intake,,,,carevue,,, +,,,,,51333,CD71,,labevents,67,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,5505,O2 sat probe site,,chartevents,66,,,,,carevue,,, +,,,,,713,VO2I,,chartevents,66,,,,,carevue,,, +,,,,,1968,Verapamil,,chartevents,66,,,,,carevue,,, +,,,,,2185,CALCIUM GLUCONATE,,chartevents,66,,,,,carevue,,, +,,,,,2516,CARIPORIDE,,chartevents,66,,,,,carevue,,, +,,,,,4419,Hep B,,chartevents,66,,,,,carevue,,, +,,,,,4822,Mylanta,,chartevents,66,,,,,carevue,,, +,,,,,8103,surgical incision,,chartevents,66,,,,,carevue,,, +,,,,,40098,Drain Out #1 Penrose,,outputevents,66,,,,,carevue,,, +,,,,,40100,Drain Out #3 Penrose,,outputevents,66,,,,,carevue,,, +,,,,,42536,Dialysis output,,outputevents,66,,,,,carevue,,, +,,,,,51418,CD8,,labevents,66,HEMATOLOGY,,OTHER BODY FLUID,17824-4,,,, +,,,,,1199,HFO MAP,,chartevents,65,,,,,carevue,,, +,,,,,1976,hi min vent.,,chartevents,65,,,,,carevue,,, +,,,,,2203,SOLUMEDROL,,chartevents,65,,,,,carevue,,, +,,,,,2968,FEM ART BP,,chartevents,65,,,,,carevue,,, +,,,,,3086,spont Vt's,,chartevents,65,,,,,carevue,,, +,,,,,3498,MRI,,chartevents,65,,,,,carevue,,, +,,,,,4326,Hep B Vaccine,,chartevents,65,,,,,carevue,,, +,,,,,7065,Abdominal incision,,chartevents,65,,,,,carevue,,, +,,,,,7082,Acetylcysreine,,chartevents,65,,,,,carevue,,, +,,,,,8178,Heated Aerosol Neb,,chartevents,65,,,,,carevue,,, +,,,,,8279,Prednisolone Drops,,chartevents,65,,,,,carevue,,, +,,,,,44890,ultrafiltrate,,outputevents,65,Free Form Intake,,,,carevue,,, +,,,,,2064,in-exsufflator,,chartevents,64,,,,,carevue,,, +,,,,,2451,Passy-Muir Valve,,chartevents,64,,,,,carevue,,, +,,,,,2700,tslo brace,,chartevents,64,,,,,carevue,,, +,,,,,2956,ventriculostomy icp,,chartevents,64,,,,,carevue,,, +,,,,,3106,alcohol gtt,,chartevents,64,,,,,carevue,,, +,,,,,3124,LEFT AXILLA PULSE,,chartevents,64,,,,,carevue,,, +,,,,,4237,Glycerin supp,,chartevents,64,,,,,carevue,,, +,,,,,4305,Caffeine Citrate,,chartevents,64,,,,,carevue,,, +,,,,,4364,CEFOTAXIME,,chartevents,64,,,,,carevue,,, +,,,,,5807,color of toes,,chartevents,64,,,,,carevue,,, +,,,,,5808,Zygris,,chartevents,64,,,,,carevue,,, +,,,,,7126,Nystatin swabs,,chartevents,64,,,,,carevue,,, +,,,,,7748,Hydroceles,,chartevents,64,,,,,carevue,,, +,,,,,42465,Drain Out #6 Other,,outputevents,64,,,,,carevue,,, +,,,,,44029,PEG GOLYTELY,,outputevents,64,Free Form Intake,,,,carevue,,, +,,,,,51016,"MISCELLANEOUS, CSF",,labevents,64,CHEMISTRY,,CEREBROSPINAL FLUID (CSF),,,,, +,,,,,51205,FACTOR VII,,labevents,64,HEMATOLOGY,,BLOOD,3198-9,,,, +,,,,,51336,GLYCO A,,labevents,64,HEMATOLOGY,,BONE MARROW,33208-0,,,, +,,,,,1611,I time,,chartevents,63,,,,,carevue,,, +,,,,,2119,Slope,,chartevents,63,,,,,carevue,,, +,,,,,3056,APNEA INTERVAL TIME,,chartevents,63,,,,,carevue,,, +,,,,,4599,Hepatitis B Vaccine,,chartevents,63,,,,,carevue,,, +,,,,,4870,tooth buds,,chartevents,63,,,,,carevue,,, +,,,,,4875,cyclopentolate,,chartevents,63,,,,,carevue,,, +,,,,,5015,vidaylin,,chartevents,63,,,,,carevue,,, +,,,,,5391,ligation incision,,chartevents,63,,,,,carevue,,, +,,,,,7599,nasal septum,,chartevents,63,,,,,carevue,,, +,,,,,41623,dialysate out,,outputevents,63,,,,,carevue,,, +,,,,,42270,Drain Out #3 Jejunostomy Tube,,outputevents,63,,,,,carevue,,, +,,,,,45590,Drain #3 and wound,,outputevents,63,,,,,carevue,,, +,,,,,45898,BM (thick & easy) PG,,outputevents,63,Free Form Intake,,,,carevue,,, +,,,,,46506,penrose drain outpt,,outputevents,63,,,,,carevue,,, +,,,,,51044,TRIGLYCER,,labevents,63,CHEMISTRY,,OTHER BODY FLUID,12228-3,,,, +,,,,,51084,"GLUCOSE, URINE",,labevents,62,CHEMISTRY,,URINE,2350-7,,,, +,,,,,2640,SJ PH,,chartevents,62,,,,,carevue,,, +,,,,,1668,thigh,,chartevents,62,,,,,carevue,,, +,,,,,2033,High VE,,chartevents,62,,,,,carevue,,, +,,,,,2638,CEREBRAL LACTATE,,chartevents,62,,,,,carevue,,, +,,,,,2639,JPO2,,chartevents,62,,,,,carevue,,, +,,,,,3724,ABG CHLOIRDE,,chartevents,62,ABG's,,,,carevue,,, +,,,,,4737,PREDFORTE DROPS,,chartevents,62,,,,,carevue,,, +,,,,,4803,GT Site,,chartevents,62,,,,,carevue,,, +,,,,,4893,right hydrocele,,chartevents,62,,,,,carevue,,, +,,,,,5164,Carnitine,,chartevents,62,,,,,carevue,,, +,,,,,5554,zzzzuent Press mmHg,,chartevents,62,,,,,carevue,,, +,,,,,5756,PINPS,,chartevents,62,,,,,carevue,,, +,,,,,5832,DRIVING PRSSR,,chartevents,62,,,,,carevue,,, +,,,,,7611,Lumbar Drain,,chartevents,62,,,,,carevue,,, +,,,,,7697,LEG ROLL,,chartevents,62,,,,,carevue,,, +,,,,,8021,AutoRotation,,chartevents,62,,,,,carevue,,, +,,,,,8205,isoproterenol,,chartevents,62,,,,,carevue,,, +,,,,,40881,Hemodialysis,,outputevents,62,,,,,carevue,,, +,,,,,42508,JP LATERAL,,outputevents,62,,,,,carevue,,, +,,,,,1671,act,,chartevents,61,,,,,carevue,,, +,,,,,1771,Cisatricurium,,chartevents,61,,,,,carevue,,, +,,,,,1949,famotidine mg/hr,,chartevents,61,,,,,carevue,,, +,,,,,2504,no,,chartevents,61,,,,,carevue,,, +,,,,,2913,R FEM ART LINE,,chartevents,61,,,,,carevue,,, +,,,,,3136,Tongue midline,,chartevents,61,,,,,carevue,,, +,,,,,3137,Visual Field CheckL),,chartevents,61,,,,,carevue,,, +,,,,,3138,Visual field checkR),,chartevents,61,,,,,carevue,,, +,,,,,3521,Myoclonic Jerks,,chartevents,61,,,,,carevue,,, +,,,,,4820,HEP FLUSH,,chartevents,61,,,,,carevue,,, +,,,,,5792,left lower leg cast,,chartevents,61,,,,,carevue,,, +,,,,,6471,Edema,,chartevents,61,,,,,carevue,,, +,,,,,6556,Prednisolone drops,,chartevents,61,,,,,carevue,,, +,,,,,7259,Triple Abx Ointment,,chartevents,61,,,,,carevue,,, +,,,,,7896,teeth brushed,,chartevents,61,,,,,carevue,,, +,,,,,42466,Drain Out #7 Other,,outputevents,61,,,,,carevue,,, +,,,,,45911,BM20PO+thick&easy,,outputevents,61,Free Form Intake,,,,carevue,,, +,,,,,46454,NS->JP:: CC:CC,,outputevents,61,Free Form Intake,,,,carevue,,, +,,,,,51159,CD15,,labevents,61,HEMATOLOGY,,BLOOD,17117-3,,,, +,,,,,51241,LEUKOCYTE ALKALINE PHOSPHATASE,,labevents,61,HEMATOLOGY,,BLOOD,4659-9,,,, +,,,,,2746,corlopam mcgs/kg/min,,chartevents,60,,,,,carevue,,, +,,,,,3281,Xigres mg/hr,,chartevents,60,,,,,carevue,,, +,,,,,4955,sweating,,chartevents,60,,,,,carevue,,, +,,,,,5062,MEROPENEM,,chartevents,60,,,,,carevue,,, +,,,,,6078,MV,,chartevents,60,,,,,carevue,,, +,,,,,6632,head circumference,,chartevents,60,,,,,carevue,,, +,,,,,51154,CD117,,labevents,60,HEMATOLOGY,,BLOOD,17107-4,,,, +,,,,,5501,O2 sat probe change,,chartevents,59,,,,,carevue,,, +,,,,,715,Vd/Vt Ratio (40-60%),,chartevents,59,,,,,carevue,,, +,,,,,1582,P high,,chartevents,59,,,,,carevue,,, +,,,,,1669,tlow,,chartevents,59,,,,,carevue,,, +,,,,,1714,Nicardipine HCl,,chartevents,59,,,,,carevue,,, +,,,,,2428,QUAD COUGHING,,chartevents,59,,,,,carevue,,, +,,,,,2443,PROTONIX DRIP,,chartevents,59,,,,,carevue,,, +,,,,,2470,BLADDER PRES.mm/Hg,,chartevents,59,,,,,carevue,,, +,,,,,2863,DEEP BREATH&COUGH,,chartevents,59,,,,,carevue,,, +,,,,,5153,Ceftazadime,,chartevents,59,,,,,carevue,,, +,,,,,5828,Multipodus Boots,,chartevents,59,,,,,carevue,,, +,,,,,5841,TPA,,chartevents,59,,,,,carevue,,, +,,,,,6353,rt groin sheath,,chartevents,59,,,,,carevue,,, +,,,,,6964,Epidural ml/hr,,chartevents,59,,,,,carevue,,, +,,,,,7471,Triple Abx oint,,chartevents,59,,,,,carevue,,, +,,,,,51038,"MISCELLANEOUS, BODY FLUID",,labevents,59,CHEMISTRY,,OTHER BODY FLUID,,,,, +,,,,,51083,"ETHANOL, URINE",,labevents,59,CHEMISTRY,,URINE,5644-0,,,, +,,,,,51182,CD41,,labevents,59,HEMATOLOGY,,BLOOD,17148-8,,,, +,,,,,51348,"HEMATOCRIT, CSF",,labevents,59,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),30398-2,,,, +,,Presep Catheter Line Tip Cultured,,,225734,Presep Catheter Line Tip Cultured,,chartevents,59,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1878,methylprednisolone,,chartevents,58,,,,,carevue,,, +,,,,,2125,slope,,chartevents,58,,,,,carevue,,, +,,,,,2393,VISUAL FIELDS,,chartevents,58,,,,,carevue,,, +,,,,,3331,Blink Reflex [Left],,chartevents,58,,,,,carevue,,, +,,,,,4900,Oral Nystatin,,chartevents,58,,,,,carevue,,, +,,,,,4958,Tobramycin oint,,chartevents,58,,,,,carevue,,, +,,,,,5588,cyclosporin 3mg/hr,,chartevents,58,,,,,carevue,,, +,,,,,6778,Tri-vi-sol,,chartevents,58,,,,,carevue,,, +,,,,,6891,ISUPREL,,chartevents,58,,,,,carevue,,, +,,,,,8509,Blink Reflex [Right],,chartevents,58,,,,,carevue,,, +,,,,,41562,cardiac output fluid,,outputevents,58,Free Form Intake,,,,carevue,,, +,,,,,50848,"SODIUM, ASCITES",,labevents,58,CHEMISTRY,,ASCITES,49790-9,,,, +,,,,,50916,DHEA-SULFATE,,labevents,58,CHEMISTRY,,BLOOD,2191-5,,,, +,,,,,51191,CD64,,labevents,58,HEMATOLOGY,,BLOOD,17183-5,,,, +,,,,,2099,lymphedema sleeve,,chartevents,57,,,,,carevue,,, +,,,,,2145,tpa,,chartevents,57,,,,,carevue,,, +,,,,,2855,coccyx drsg,,chartevents,57,,,,,carevue,,, +,,,,,2920,cyclosporin mg/h,,chartevents,57,,,,,carevue,,, +,,,,,2952,RT RAD A LINE,,chartevents,57,,,,,carevue,,, +,,,,,3235,DRIVING PRESS,,chartevents,57,,,,,carevue,,, +,,,,,4441,trach care/site,,chartevents,57,,,,,carevue,,, +,,,,,4654,Hepatitis B vaccine,,chartevents,57,,,,,carevue,,, +,,,,,4738,RANITIDINE,,chartevents,57,,,,,carevue,,, +,,,,,4871,vit d,,chartevents,57,,,,,carevue,,, +,,,,,4990,wrist slpints,,chartevents,57,,,,,carevue,,, +,,,,,5039,dressing.,,chartevents,57,,,,,carevue,,, +,,,,,6110,xygris,,chartevents,57,,,,,carevue,,, +,,,,,6395,Phenylephrine gtts,,chartevents,57,,,,,carevue,,, +,,,,,40689,DRAIN FLUSH,,outputevents,57,Free Form Intake,,,,carevue,,, +,,,,,51193,CD71,,labevents,57,HEMATOLOGY,,BLOOD,8136-4,,,, +,,,,,1019,THIGH HI TEDS,,chartevents,56,,,,,carevue,,, +,,,,,2419,THIGH HI TEDS.,,chartevents,56,,,,,carevue,,, +,,,,,2583,Multipodus boots.,,chartevents,56,,,,,carevue,,, +,,,,,2646,Vent CPP,,chartevents,56,,,,,carevue,,, +,,,,,3286,solumedrol,,chartevents,56,,,,,carevue,,, +,,,,,7822,genta irrig cc/hr,,chartevents,56,,,,,carevue,,, +,,,,,7823,GT site,,chartevents,56,,,,,carevue,,, +,,,,,8258,Ursodeoxycholic Acid,,chartevents,56,,,,,carevue,,, +,,,,,8339,Neo Opium Solution,,chartevents,56,,,,,carevue,,, +,,,,,43840,MUCOUS FISTULA,,outputevents,56,,,,,carevue,,, +,,,,,51217,GLYCO A,,labevents,56,HEMATOLOGY,,BLOOD,17221-3,,,, +,,,,,51027,"BICARBONATE, OTHER FLUID",,labevents,55,CHEMISTRY,,OTHER BODY FLUID,11211-0,,,, +,,,,,1233,heliox,,chartevents,55,,,,,carevue,,, +,,,,,1648,HIGH ME,,chartevents,55,,,,,carevue,,, +,,,,,6280,flovent,,chartevents,55,,,,,carevue,,, +,,,,,7882,L leg perfusion,,chartevents,55,,,,,carevue,,, +,,,,,8031,KETAMINE 200mgm/50ML,,chartevents,55,,,,,carevue,,, +,,,,,8115,Lt hernia repair,,chartevents,55,,,,,carevue,,, +,,,,,42834,right pleural 3,,outputevents,55,,,,,carevue,,, +,,,,,51072,"AMYLASE, URINE",,labevents,55,CHEMISTRY,,URINE,1799-6,,,, +,,,,,51073,"AMYLASE/CREATININE RATIO, URINE",,labevents,55,CHEMISTRY,,URINE,34235-2,,,, +,,,,,51204,FACTOR V,,labevents,55,HEMATOLOGY,,BLOOD,3193-0,,,, +,,,,,1679,high min. vent.,,chartevents,54,,,,,carevue,,, +,,,,,1690,P low,,chartevents,54,,,,,carevue,,, +,,,,,2280,1:1 sitter,,chartevents,54,,,,,carevue,,, +,,,,,2553,svt,,chartevents,54,,,,,carevue,,, +,,,,,3043,RIGHT FEM ABP,,chartevents,54,,,,,carevue,,, +,,,,,3067,FEM MAP,,chartevents,54,,,,,carevue,,, +,,,,,3126,SLOPE,,chartevents,54,,,,,carevue,,, +,,,,,3191,DEFLATE RECTAL TUBE,,chartevents,54,,,,,carevue,,, +,,,,,6939,LUE AV fistula,,chartevents,54,,,,,carevue,,, +,,,,,7258,RLE ELEVATED,,chartevents,54,,,,,carevue,,, +,,,,,40893,Thoracentesis,,outputevents,54,,,,,carevue,,, +,,,,,44623,PD drainage,,outputevents,54,,,,,carevue,,, +,,,,,51208,FACTOR X,,labevents,54,HEMATOLOGY,,BLOOD,3218-5,,,, +,,,,,51022,"GLUCOSE, JOINT FLUID",,labevents,53,CHEMISTRY,,JOINT FLUID,2348-1,,,, +,,,,,1581,APRV,,chartevents,53,,,,,carevue,,, +,,,,,1681,high MV.,,chartevents,53,,,,,carevue,,, +,,,,,1742,QTC,,chartevents,53,,,,,carevue,,, +,,,,,1987,glucagon,,chartevents,53,,,,,carevue,,, +,,,,,2605,CARAIPORIDE CC/HR,,chartevents,53,,,,,carevue,,, +,,,,,3186,nicardipine,,chartevents,53,,,,,carevue,,, +,,,,,3343,CT Scan,,chartevents,53,,,,,carevue,,, +,,,,,4718,Broviac dsg Change,,chartevents,53,,,,,carevue,,, +,,,,,5883,desitin prn,,chartevents,53,,,,,carevue,,, +,,,,,6644,QVar,,chartevents,53,,,,,carevue,,, +,,,,,7339,leech therapy,,chartevents,53,,,,,carevue,,, +,,,,,7626,mitts,,chartevents,53,,,,,carevue,,, +,,,,,8272,Seizure pads,,chartevents,53,,,,,carevue,,, +,,,,,51149,BLEEDING TIME,,labevents,53,HEMATOLOGY,,BLOOD,11067-6,,,, +,,,,,1404,Bladder pressure,,chartevents,52,,,,,carevue,,, +,,,,,2036,high min.,,chartevents,52,,,,,carevue,,, +,,,,,3726,ABG SODIUM,,chartevents,52,ABG'S,,,,carevue,,, +,,,,,4227,lytes,,chartevents,52,,,,,carevue,,, +,,,,,5935,L Hand Grasp,,chartevents,52,,,,,carevue,,, +,,,,,7667,L chest incision,,chartevents,52,,,,,carevue,,, +,,,,,7668,CXT site,,chartevents,52,,,,,carevue,,, +,,,,,51203,FACTOR IX,,labevents,52,HEMATOLOGY,,BLOOD,3188-0,,,, +,,,,,1955,Xygris,,chartevents,51,,,,,carevue,,, +,,,,,2515,IABP-BP,,chartevents,51,,,,,carevue,,, +,,,,,3048,PEJ CARE TID,,chartevents,51,,,,,carevue,,, +,,,,,3285,ROTATION ON/OFF,,chartevents,51,,,,,carevue,,, +,,,,,4246,Combivent puffs,,chartevents,51,,,,,carevue,,, +,,,,,4542,Tobradex,,chartevents,51,,,,,carevue,,, +,,,,,4735,BACITRACIN OINTMENT,,chartevents,51,,,,,carevue,,, +,,,,,5040,scrotum,,chartevents,51,,,,,carevue,,, +,,,,,5114,Calcium glubionate,,chartevents,51,,,,,carevue,,, +,,,,,5936,R Hand Grasp,,chartevents,51,,,,,carevue,,, +,,,,,6267,NO2,,chartevents,51,,,,,carevue,,, +,,,,,6536,Erythromycin,,chartevents,51,,,,,carevue,,, +,,,,,7352,DRIVING PRESSURE,,chartevents,51,,,,,carevue,,, +,,,,,42819,R pleural CT # 2,,outputevents,51,,,,,carevue,,, +,,,,,44241,D5W VIA J-TUBE,,outputevents,51,Free Form Intake,,,,carevue,,, +,,,,,51392,CD13,,labevents,51,HEMATOLOGY,,OTHER BODY FLUID,51238-4,,,, +,,,,,2013,Bupivacaine,,chartevents,50,,,,,carevue,,, +,,,,,2090,HI/minute/Vol,,chartevents,50,,,,,carevue,,, +,,,,,2301,CIS/CURIUM MG/KG/HR,,chartevents,50,,,,,carevue,,, +,,,,,3042,LEFT FEM ABP,,chartevents,50,,,,,carevue,,, +,,,,,4968,diaper area,,chartevents,50,,,,,carevue,,, +,,,,,5515,Na supps,,chartevents,50,,,,,carevue,,, +,,,,,6974,L arm elevated,,chartevents,50,,,,,carevue,,, +,,,,,7928,glucagon mg/hr,,chartevents,50,,,,,carevue,,, +,,,,,8533,"Seizure [Duration, seconds]",,chartevents,50,,,,,carevue,,, +,,,,,42619,peg tail flush,,outputevents,50,Free Form Intake,,,,carevue,,, +,,,,,43853,LP/ CSF REMOVED,,outputevents,50,,,,,carevue,,, +,,,,,46282,Drain Out #6 JP Medial,,outputevents,50,,,,,carevue,,, +,,,,,51160,CD15/56,,labevents,50,HEMATOLOGY,,BLOOD,18267-5,,,, +,,,,,51270,"PROTEIN C, ANTIGEN",,labevents,50,HEMATOLOGY,,BLOOD,27820-0,,,, +,,,,,51494,RBC CASTS,,labevents,50,HEMATOLOGY,,URINE,5807-3,,,, +,,,,,2062,NO ppm,,chartevents,49,,,,,carevue,,, +,,,,,2449,LT. AVF BRUIT/THRILL,,chartevents,49,,,,,carevue,,, +,,,,,4204,CIRC CARE,,chartevents,49,,,,,carevue,,, +,,,,,4490,NAS Score,,chartevents,49,,,,,carevue,,, +,,,,,4696,Calcium Glubionate,,chartevents,49,,,,,carevue,,, +,,,,,4972,erythromycin,,chartevents,49,,,,,carevue,,, +,,,,,5749,Percussion per bed,,chartevents,49,,,,,carevue,,, +,,,,,5937,ecmo l/min,,chartevents,49,,,,,carevue,,, +,,,,,6351,Train of Four,,chartevents,49,,,,,carevue,,, +,,,,,8259,omerprazole,,chartevents,49,,,,,carevue,,, +,,,,,8305,ICP Right,,chartevents,49,,,,,carevue,,, +,,,,,40653,Drain Out #2 Jejunostomy Tube,,outputevents,49,,,,,carevue,,, +,,,,,45227,l chest tube #3,,outputevents,49,,,,,carevue,,, +,,L Ureteral Stent,,,226558,L Ureteral Stent,mL,outputevents,49,Output,,,,metavision,,Numeric, +,,PACU EBL,,,226629,PACU EBL,mL,outputevents,49,Output,,,,metavision,,Numeric, +,,,,,34,Add Gas Flow (Vent),,chartevents,48,,,,,carevue,,, +,,,,,2103,High minute volume,,chartevents,48,,,,,carevue,,, +,,,,,2405,mouth flap color,,chartevents,48,,,,,carevue,,, +,,,,,2409,nitro mcg/kg/min,,chartevents,48,,,,,carevue,,, +,,,,,2534,tidal volume,,chartevents,48,,,,,carevue,,, +,,,,,2794,r wrist brace,,chartevents,48,,,,,carevue,,, +,,,,,2802,VENOUS FLOW/GRAFT,,chartevents,48,,,,,carevue,,, +,,,,,2945,BLOWDRY RT THIGH,,chartevents,48,,,,,carevue,,, +,,,,,4695,PredForte,,chartevents,48,,,,,carevue,,, +,,,,,4769,rash,,chartevents,48,,,,,carevue,,, +,,,,,5195,potassium phosphorus,,chartevents,48,,,,,carevue,,, +,,,,,6517,ABD Binder,,chartevents,48,,,,,carevue,,, +,,,,,7488,Rotation On,,chartevents,48,,,,,carevue,,, +,,,,,40451,Paracentesis,,outputevents,48,,,,,carevue,,, +,,,,,40789,PD dialysate out,,outputevents,48,,,,,carevue,,, +,,,,,42591,arm drain bags,,outputevents,48,,,,,carevue,,, +,,,,,43559,"penrose drain, abd.",,outputevents,48,,,,,carevue,,, +,,,,,50847,"POTASSIUM, ASCITES",,labevents,48,CHEMISTRY,,ASCITES,49789-1,,,, +,,,,,51122,NUCLEATED RBC,,labevents,48,HEMATOLOGY,,ASCITES,,,,, +,,,,,51207,FACTOR VIII INHIBITOR,,labevents,48,HEMATOLOGY,,BLOOD,3204-5,,,, +,,,,,51381,OTHER,,labevents,48,HEMATOLOGY,,JOINT FLUID,,,,, +,,Sheath Line Tip Cultured,,,225768,Sheath Line Tip Cultured,,chartevents,48,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,1944,Coccyx w->d drsg chg,,chartevents,47,,,,,carevue,,, +,,,,,2959,Solumedrolmg/kg/hr,,chartevents,47,,,,,carevue,,, +,,,,,3309,Atrovent MDI,,chartevents,47,,,,,carevue,,, +,,,,,3695,Yawning,,chartevents,47,,,,,carevue,,, +,,,,,4195,ABG Sodium,,chartevents,47,ABG'S,,,,carevue,,, +,,,,,4406,Poly-vi-sol,,chartevents,47,,,,,carevue,,, +,,,,,4407,Polivisol,,chartevents,47,,,,,carevue,,, +,,,,,4520,Tobradex opthalmic,,chartevents,47,,,,,carevue,,, +,,,,,6115,high/min /vent,,chartevents,47,,,,,carevue,,, +,,,,,6553,cyclosporin,,chartevents,47,,,,,carevue,,, +,,,,,7907,bed roation,,chartevents,47,,,,,carevue,,, +,,,,,8087,sigh rate,,chartevents,47,,,,,carevue,,, +,,,,,8298,L ICP,,chartevents,47,,,,,carevue,,, +,,,,,40956,paracentesis site,,outputevents,47,,,,,carevue,,, +,,,,,45194,GTUBE,,outputevents,47,,,,,carevue,,, +,,,,,222,I:E Ratio-Calculated,,chartevents,46,,,,,carevue,,, +,,,,,2616,PASSY-MUIR VALVE,,chartevents,46,,,,,carevue,,, +,,,,,2820,STERNAL DRSG,,chartevents,46,,,,,carevue,,, +,,,,,4292,artificial tears,,chartevents,46,,,,,carevue,,, +,,,,,4615,Mylicon,,chartevents,46,,,,,carevue,,, +,,,,,4620,monilial rash,,chartevents,46,,,,,carevue,,, +,,,,,4652,Hernia Repair,,chartevents,46,,,,,carevue,,, +,,,,,5617,vitamin a,,chartevents,46,,,,,carevue,,, +,,,,,6663,Artificial tears,,chartevents,46,,,,,carevue,,, +,,,,,6916,nitric oxide ppm,,chartevents,46,,,,,carevue,,, +,,,,,40099,Drain Out #2 Penrose,,outputevents,46,,,,,carevue,,, +,,,,,40779,JP drain,,outputevents,46,,,,,carevue,,, +,,,,,41113,Drain Out #1 Davol,,outputevents,46,,,,,carevue,,, +,,,,,43034,R PLEURAL NS IRRIG,,outputevents,46,Free Form Intake,,,,carevue,,, +,,,,,46715,Citrate - dialysis,,outputevents,46,Free Form Intake,,,,carevue,,, +,,,,,51433,NRBC,,labevents,46,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,Vd/Vt Ratio,,,224743,Vd/Vt Ratio,None,chartevents,46,Respiratory,,,,metavision,,Numeric, +,,,,,45927,True Urine,,outputevents,45,,,,,carevue,,, +,,,,,2406,mouth flap pulse,,chartevents,45,,,,,carevue,,, +,,,,,2424,2ND RA ALINE,,chartevents,45,,,,,carevue,,, +,,,,,3044,10% ETOH CC/HR,,chartevents,45,,,,,carevue,,, +,,,,,4951,Diaper rash,,chartevents,45,,,,,carevue,,, +,,,,,5055,gel pillow,,chartevents,45,,,,,carevue,,, +,,,,,5096,PDA ligation site,,chartevents,45,,,,,carevue,,, +,,,,,6272,right fem. a-line,,chartevents,45,,,,,carevue,,, +,,,,,6437,EPIDURAL RATE,,chartevents,45,,,,,carevue,,, +,,,,,6963,breast binder,,chartevents,45,,,,,carevue,,, +,,,,,7587,PS,,chartevents,45,,,,,carevue,,, +,,,,,7747,stoma adhesive powd,,chartevents,45,,,,,carevue,,, +,,,,,43706,j-tube flush,,outputevents,45,Free Form Intake,,,,carevue,,, +,,,,,46230,Dialysis 1.5% IN,,outputevents,45,Free Form Intake,,,,carevue,,, +,,,,,51061,"BICARBONATE, STOOL",,labevents,45,CHEMISTRY,,STOOL,14040-0,,,, +,,,,,2518,HFO- FIO2,,chartevents,44,,,,,carevue,,, +,,,,,1378,Continuous CI,,chartevents,44,,,,,carevue,,, +,,,,,1379,Continuous CO,,chartevents,44,,,,,carevue,,, +,,,,,1675,TH,,chartevents,44,,,,,carevue,,, +,,,,,1945,LLcalf w->d drsg chg,,chartevents,44,,,,,carevue,,, +,,,,,2066,atc,,chartevents,44,,,,,carevue,,, +,,,,,2110,Mucomyst,,chartevents,44,,,,,carevue,,, +,,,,,2829,fenoldopam mcg/kg/mn,,chartevents,44,,,,,carevue,,, +,,,,,3644,Sweating,,chartevents,44,,,,,carevue,,, +,,,,,4311,glycerin,,chartevents,44,,,,,carevue,,, +,,,,,4823,PRILOSEC,,chartevents,44,,,,,carevue,,, +,,,,,4936,Nystatin Oint.,,chartevents,44,,,,,carevue,,, +,,,,,5612,Dexamethasone gtts,,chartevents,44,,,,,carevue,,, +,,,,,6302,low press,,chartevents,44,,,,,carevue,,, +,,,,,6645,pmv,,chartevents,44,,,,,carevue,,, +,,,,,6651,ca gluc ml/hr,,chartevents,44,,,,,carevue,,, +,,,,,7363,Bed Rotation Right,,chartevents,44,,,,,carevue,,, +,,,,,7458,ICE PACKS PERINEAL,,chartevents,44,,,,,carevue,,, +,,,,,7469,Methylprednisolone,,chartevents,44,,,,,carevue,,, +,,,,,43558,BMFSNG + 4HMF + MCT,,outputevents,44,Free Form Intake,,,,carevue,,, +,,,,,45869,labial drng,,outputevents,44,,,,,carevue,,, +,,,,,51163,CD16/56%,,labevents,44,HEMATOLOGY,,BLOOD,,,,, +,,TFCd0 (NICOM),,,228379,TFCd0 (NICOM),%,chartevents,44,NICOM,,,,metavision,,Numeric, +,,,,,50830,"PCO2, BODY FLUID",,labevents,43,BLOOD GAS,,OTHER BODY FLUID,2023-0,,,, +,,,,,43431,Urine cc/k/hr,,outputevents,43,,,,,carevue,,, +,,,,,977,TRACHE CARE,,chartevents,43,,,,,carevue,,, +,,,,,1214,smile,,chartevents,43,,,,,carevue,,, +,,,,,1216,tongue,,chartevents,43,,,,,carevue,,, +,,,,,2369,fem map,,chartevents,43,,,,,carevue,,, +,,,,,3207,High MMV,,chartevents,43,,,,,carevue,,, +,,,,,4303,CT dsg,,chartevents,43,,,,,carevue,,, +,,,,,4561,bacitracin oint,,chartevents,43,,,,,carevue,,, +,,,,,4613,circ. site,,chartevents,43,,,,,carevue,,, +,,,,,5152,Abcess/ Location,,chartevents,43,,,,,carevue,,, +,,,,,5292,Propranolol,,chartevents,43,,,,,carevue,,, +,,,,,5823,Bed Percussion,,chartevents,43,,,,,carevue,,, +,,,,,7361,SV02,,chartevents,43,,,,,carevue,,, +,,,,,7414,Triple abx ointment,,chartevents,43,,,,,carevue,,, +,,,,,8042,Immodium,,chartevents,43,,,,,carevue,,, +,,,,,8069,protonix 80mg/250ml,,chartevents,43,,,,,carevue,,, +,,,,,43042,(R)Nephrostomy flush,,outputevents,43,Free Form Intake,,,,carevue,,, +,,,,,45655,right arm drainage,,outputevents,43,,,,,carevue,,, +,,,,,46071,ostomy,,outputevents,43,,,,,carevue,,, +,,,,,46766,ileum drain,,outputevents,43,,,,,carevue,,, +,,,,,50837,"BICARBONATE, ASCITES",,labevents,43,CHEMISTRY,,ASCITES,54360-3,,,, +,,,,,51366,BANDS,,labevents,43,HEMATOLOGY,,JOINT FLUID,33361-7,,,, +,,Clot Size (cm),,,227647,Clot Size (cm),cm,chartevents,43,OB-GYN,,,,metavision,,Numeric, +,,,,,2567,K Phosphate,,chartevents,42,,,,,carevue,,, +,,,,,1610,THERA VEST 15 MIN.,,chartevents,42,,,,,carevue,,, +,,,,,2314,cpp,,chartevents,42,,,,,carevue,,, +,,,,,2660,ICP Camino,,chartevents,42,,,,,carevue,,, +,,,,,2960,lepirudin mgs/kg/hr,,chartevents,42,,,,,carevue,,, +,,,,,3084,photosensitive prec,,chartevents,42,,,,,carevue,,, +,,,,,4412,caffeine bolus,,chartevents,42,,,,,carevue,,, +,,,,,4483,Splint,,chartevents,42,,,,,carevue,,, +,,,,,4484,Toes,,chartevents,42,,,,,carevue,,, +,,,,,4801,Bath+Shampoo,,chartevents,42,,,,,carevue,,, +,,,,,4928,Neo-Synephrine gtts,,chartevents,42,,,,,carevue,,, +,,,,,5705,j-tube flush,,chartevents,42,,,,,carevue,,, +,,,,,5879,Right Arm Cellulitis,,chartevents,42,,,,,carevue,,, +,,,,,6411,Dressing Change,,chartevents,42,,,,,carevue,,, +,,,,,40079,Drain Out #2 Anderson,,outputevents,42,,,,,carevue,,, +,,,,,445,Mech. Minute Volume,,chartevents,41,,,,,carevue,,, +,,,,,1674,PL,,chartevents,41,,,,,carevue,,, +,,,,,1676,TL,,chartevents,41,,,,,carevue,,, +,,,,,1715,Nicardipine mg/hr,,chartevents,41,,,,,carevue,,, +,,,,,1963,SITTER,,chartevents,41,,,,,carevue,,, +,,,,,2020,r leg elevated,,chartevents,41,,,,,carevue,,, +,,,,,2107,pinsp,,chartevents,41,,,,,carevue,,, +,,,,,2514,pigtail flush,,chartevents,41,,,,,carevue,,, +,,,,,2656,SOLUMEDROL MG/KG/HR,,chartevents,41,,,,,carevue,,, +,,,,,2671,NO2 TANK PRESSURSE,,chartevents,41,,,,,carevue,,, +,,,,,2685,Cisat mcg/kg/min,,chartevents,41,,,,,carevue,,, +,,,,,2696,EDV1,,chartevents,41,,,,,carevue,,, +,,,,,2769,left radial ABP,,chartevents,41,,,,,carevue,,, +,,,,,2770,left radial MAP,,chartevents,41,,,,,carevue,,, +,,,,,2948,femoral ART Line,,chartevents,41,,,,,carevue,,, +,,,,,2964,left AV thrill/bruit,,chartevents,41,,,,,carevue,,, +,,,,,2992,Argatroban mcg/kg/m,,chartevents,41,,,,,carevue,,, +,,,,,4462,Flovent,,chartevents,41,,,,,carevue,,, +,,,,,5003,prednisolone,,chartevents,41,,,,,carevue,,, +,,,,,5086,ceftazadime,,chartevents,41,,,,,carevue,,, +,,,,,5210,Atropine eye oint.,,chartevents,41,,,,,carevue,,, +,,,,,6166,left flap check,,chartevents,41,,,,,carevue,,, +,,,,,6167,right flap check,,chartevents,41,,,,,carevue,,, +,,,,,6885,R chest dsg,,chartevents,41,,,,,carevue,,, +,,,,,6978,iced gauze to eyes,,chartevents,41,,,,,carevue,,, +,,,,,7737,Bivona positin 10,,chartevents,41,,,,,carevue,,, +,,,,,7885,Glucagon infusion,,chartevents,41,,,,,carevue,,, +,,,,,8001,Flolan ng/kg/min,,chartevents,41,,,,,carevue,,, +,,,,,8200,L arm Fistula,,chartevents,41,,,,,carevue,,, +,,,,,44174,t tube,,outputevents,41,,,,,carevue,,, +,,,,,44522,LEFT ARM POUCH,,outputevents,41,,,,,carevue,,, +,,,,,46415,wound pouch,,outputevents,41,,,,,carevue,,, +,,,,,51220,HEINZ BODY PREP,,labevents,41,HEMATOLOGY,,BLOOD,48068-1,,,, +,,,,,51353,MESOTHELIAL CELLS,,labevents,41,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),30429-5,,,, +,,,,,2063,NO tank psi,,chartevents,40,,,,,carevue,,, +,,,,,2522,HFO-MAP,,chartevents,40,,,,,carevue,,, +,,,,,2544,FEM ART MAP,,chartevents,40,,,,,carevue,,, +,,,,,2604,CHEST WT ON/OFF,,chartevents,40,,,,,carevue,,, +,,,,,2822,gt drsg,,chartevents,40,,,,,carevue,,, +,,,,,3344,CVL Dressing Change,,chartevents,40,,,,,carevue,,, +,,,,,5638,sheath a line,,chartevents,40,,,,,carevue,,, +,,,,,5642,bupivacaine.1%-axila,,chartevents,40,,,,,carevue,,, +,,,,,5787,t-tube,,chartevents,40,,,,,carevue,,, +,,,,,5904,02 Tubing Present,,chartevents,40,,,,,carevue,,, +,,,,,6031,PADS/NECK INCISION.,,chartevents,40,,,,,carevue,,, +,,,,,6458,Multipodus,,chartevents,40,,,,,carevue,,, +,,,,,6930,STUDY DRUG CC/HR,,chartevents,40,,,,,carevue,,, +,,,,,7391,Rotation On/Off,,chartevents,40,,,,,carevue,,, +,,,,,7730,RT AV thrill/bruit,,chartevents,40,,,,,carevue,,, +,,,,,7762,autorotation,,chartevents,40,,,,,carevue,,, +,,,,,7796,Scrotum,,chartevents,40,,,,,carevue,,, +,,,,,7818,Chest Dressing,,chartevents,40,,,,,carevue,,, +,,,,,8072,Abd. incision,,chartevents,40,,,,,carevue,,, +,,,,,8321,nystatin pwdr,,chartevents,40,,,,,carevue,,, +,,,,,42314,REFED JEJUNOSTOMY,,outputevents,40,Free Form Intake,,,,carevue,,, +,,,,,42652,Drain Out #5 Sump,,outputevents,40,,,,,carevue,,, +,,,,,43323,spits,,outputevents,40,,,,,carevue,,, +,,,,,46489,JP Other,,outputevents,40,,,,,carevue,,, +,,,,,51187,CD55,,labevents,40,HEMATOLOGY,,BLOOD,17175-1,,,, +,,,,,51190,CD59,,labevents,40,HEMATOLOGY,,BLOOD,17177-7,,,, +,,,,,1863,HFO-FiO2,,chartevents,39,,,,,carevue,,, +,,,,,4576,pre ductal sat,,chartevents,39,,,,,carevue,,, +,,,,,845,Tobramycin/Peak,,chartevents,39,Drug Level,,,,carevue,,, +,,,,,1057,edema,,chartevents,39,,,,,carevue,,, +,,,,,1964,Camino Monitor,,chartevents,39,,,,,carevue,,, +,,,,,2079,Nitric tank psi,,chartevents,39,,,,,carevue,,, +,,,,,2093,Nicardipine mcg/k/mn,,chartevents,39,,,,,carevue,,, +,,,,,2401,inner cannula,,chartevents,39,,,,,carevue,,, +,,,,,2520,HFO-Delta P (amplit),,chartevents,39,,,,,carevue,,, +,,,,,3030,slop,,chartevents,39,,,,,carevue,,, +,,,,,3046,HIGH MINUTE VENT. N,,chartevents,39,,,,,carevue,,, +,,,,,3161,Hi Minute Volume,,chartevents,39,,,,,carevue,,, +,,,,,4681,triple abx oint,,chartevents,39,,,,,carevue,,, +,,,,,5500,vit a,,chartevents,39,,,,,carevue,,, +,,,,,5613,Neonatal Morphine PO,,chartevents,39,,,,,carevue,,, +,,,,,5647,trembling,,chartevents,39,,,,,carevue,,, +,,,,,6173,circumsision site,,chartevents,39,,,,,carevue,,, +,,,,,7477,hood,,chartevents,39,,,,,carevue,,, +,,,,,7505,Neck,,chartevents,39,,,,,carevue,,, +,,,,,41015,Emesis,,outputevents,39,,,,,carevue,,, +,,,,,41374,Dialysis Out,,outputevents,39,,,,,carevue,,, +,,,,,43984,Chest tube irrigate,,outputevents,39,Free Form Intake,,,,carevue,,, +,,,,,44992,g-tube dr/return,,outputevents,39,Free Form Intake,,,,carevue,,, +,,,,,46072,VAC output,,outputevents,39,,,,,carevue,,, +,,,,,46544,left arm drainage,,outputevents,39,,,,,carevue,,, +,,,,,50901,CENTROMERE,,labevents,39,CHEMISTRY,,BLOOD,16570-4,,,, +,,Blakemore,,,226570,Blakemore,mL,outputevents,39,Output,,,,metavision,,Numeric, +,,,,,1721,Ribaviron,,chartevents,38,,,,,carevue,,, +,,,,,2058,Hi VE,,chartevents,38,,,,,carevue,,, +,,,,,2339,APROTONIN,,chartevents,38,,,,,carevue,,, +,,,,,2589,cariporide @ 21/ml,,chartevents,38,,,,,carevue,,, +,,,,,2670,nimbex,,chartevents,38,,,,,carevue,,, +,,,,,2938,ART,,chartevents,38,,,,,carevue,,, +,,,,,3197,INO LEVEL,,chartevents,38,,,,,carevue,,, +,,,,,3594,Racemic Epi MiniNeb,,chartevents,38,,,,,carevue,,, +,,,,,5066,Epogen,,chartevents,38,,,,,carevue,,, +,,,,,5083,rt. hernia,,chartevents,38,,,,,carevue,,, +,,,,,5587,CYCLOSPORIN --MG/HR,,chartevents,38,,,,,carevue,,, +,,,,,5776,"FEM, ABP",,chartevents,38,,,,,carevue,,, +,,,,,5854,fem aline,,chartevents,38,,,,,carevue,,, +,,,,,5865,APRV Pressure High,,chartevents,38,,,,,carevue,,, +,,,,,5982,Triple antibx oint.,,chartevents,38,,,,,carevue,,, +,,,,,6681,Oral nystatin,,chartevents,38,,,,,carevue,,, +,,,,,41584,Chest tube flush,,outputevents,38,Free Form Intake,,,,carevue,,, +,,,,,45327,Ventricular Drain,,outputevents,38,,,,,carevue,,, +,,,,,956,CPT,,chartevents,37,,,,,carevue,,, +,,,,,1108,mucomyst,,chartevents,37,,,,,carevue,,, +,,,,,1637,pneumo boots,,chartevents,37,,,,,carevue,,, +,,,,,1651,High Tidal Volume,,chartevents,37,,,,,carevue,,, +,,,,,1739,Passey Muir Valve,,chartevents,37,,,,,carevue,,, +,,,,,2091,dexmedetomidine,,chartevents,37,,,,,carevue,,, +,,,,,2400,tidal volumes,,chartevents,37,,,,,carevue,,, +,,,,,2565,Bruit/Thrill,,chartevents,37,,,,,carevue,,, +,,,,,2754,PITRESSIN U/MIN,,chartevents,37,,,,,carevue,,, +,,,,,2821,binder,,chartevents,37,,,,,carevue,,, +,,,,,2963,CHECK BRUIT L ARM,,chartevents,37,,,,,carevue,,, +,,,,,2983,solumedrol mg/hr,,chartevents,37,,,,,carevue,,, +,,,,,3240,Nicardipine gtt,,chartevents,37,,,,,carevue,,, +,,,,,3416,Eye Abnormalities,,chartevents,37,,,,,carevue,,, +,,,,,4243,glycerin supp,,chartevents,37,,,,,carevue,,, +,,,,,4299,Glycerin,,chartevents,37,,,,,carevue,,, +,,,,,4977,circcare,,chartevents,37,,,,,carevue,,, +,,,,,5043,gentamycin ointment,,chartevents,37,,,,,carevue,,, +,,,,,5159,RANGE OF MOTION,,chartevents,37,,,,,carevue,,, +,,,,,5503,L nare,,chartevents,37,,,,,carevue,,, +,,,,,5565,Isuprel,,chartevents,37,,,,,carevue,,, +,,,,,7086,CIRCUMCISION SITE,,chartevents,37,,,,,carevue,,, +,,,,,7595,PSV,,chartevents,37,,,,,carevue,,, +,,,,,8331,Diazoxide,,chartevents,37,,,,,carevue,,, +,,,,,40553,t tube flush,,outputevents,37,Free Form Intake,,,,carevue,,, +,,,,,41426,peg meds,,outputevents,37,Free Form Intake,,,,carevue,,, +,,,,,42338,paracenteis drainag.,,outputevents,37,,,,,carevue,,, +,,,,,44562,J-tube NS 10cc/h.,,outputevents,37,Free Form Intake,,,,carevue,,, +,,,,,46469,cc/cc replacement JP,,outputevents,37,Free Form Intake,,,,carevue,,, +,,,,,51011,,,labevents,37,CHEMISTRY,,CEREBROSPINAL FLUID (CSF),1746-7,,,, +,,,,,1352,urine pH,,chartevents,36,,,,,carevue,,, +,,,,,448,Minute Volume,,chartevents,36,,,,,carevue,,, +,,,,,1098,cisatracurium mg/kg,,chartevents,36,,,,,carevue,,, +,,,,,1652,MP boots,,chartevents,36,,,,,carevue,,, +,,,,,1666,phigh,,chartevents,36,,,,,carevue,,, +,,,,,1862,HFO-Bias Flow,,chartevents,36,,,,,carevue,,, +,,,,,2480,CISATRACUR.MCG/KG/MI,,chartevents,36,,,,,carevue,,, +,,,,,2487,carioride cc/hr,,chartevents,36,,,,,carevue,,, +,,,,,2519,HFO-% I Time,,chartevents,36,,,,,carevue,,, +,,,,,2521,HFO-Hz,,chartevents,36,,,,,carevue,,, +,,,,,2606,halo traction,,chartevents,36,,,,,carevue,,, +,,,,,2663,ACETYCYSTEINE,,chartevents,36,,,,,carevue,,, +,,,,,2672,fentanyl mg/hr,,chartevents,36,,,,,carevue,,, +,,,,,2697,EF %,,chartevents,36,,,,,carevue,,, +,,,,,4349,Chloral Hydrate,,chartevents,36,,,,,carevue,,, +,,,,,4693,Bacitracin Eye Oint,,chartevents,36,,,,,carevue,,, +,,,,,5215,Na Cl supps,,chartevents,36,,,,,carevue,,, +,,,,,5461,phenylephrine drops,,chartevents,36,,,,,carevue,,, +,,,,,5643,bupivacaine.1%-pop,,chartevents,36,,,,,carevue,,, +,,,,,5866,APRV Pressure Low,,chartevents,36,,,,,carevue,,, +,,,,,5867,APRV Time High,,chartevents,36,,,,,carevue,,, +,,,,,5868,APRV Time low,,chartevents,36,,,,,carevue,,, +,,,,,5943,sigh breath,,chartevents,36,,,,,carevue,,, +,,,,,7517,MARCAINE .25/4CC SC,,chartevents,36,,,,,carevue,,, +,,,,,7655,security,,chartevents,36,,,,,carevue,,, +,,,,,7925,thumb pulse checks,,chartevents,36,,,,,carevue,,, +,,,,,40469,pancreatic drain,,outputevents,36,Free Form Intake,,,,carevue,,, +,,,,,40536,pleural fluid,,outputevents,36,,,,,carevue,,, +,,,,,42460,drain flush l,,outputevents,36,Free Form Intake,,,,carevue,,, +,,,,,42461,drain flush r,,outputevents,36,Free Form Intake,,,,carevue,,, +,,,,,42467,Drain Out #8 Other,,outputevents,36,,,,,carevue,,, +,,,,,42498,CHEST TUBE PLEURALS,,outputevents,36,,,,,carevue,,, +,,,,,42982,vac drain,,outputevents,36,,,,,carevue,,, +,,,,,45405,chest tube irrigant,,outputevents,36,Free Form Intake,,,,carevue,,, +,,,,,46478,JP #1,,outputevents,36,,,,,carevue,,, +,,,,,46479,JP #2,,outputevents,36,,,,,carevue,,, +,,,,,51502,TRICHOMONAS,,labevents,36,HEMATOLOGY,,URINE,32724-7,,,, +,,,,,51511,URINE FAT BODIES,,labevents,36,HEMATOLOGY,,URINE,2272-3,,,, +,,TFCd (NICOM),,,228378,TFCd (NICOM),%,chartevents,36,NICOM,,,,metavision,,Numeric, +,,,,,1891,Heliox,,chartevents,35,,,,,carevue,,, +,,,,,2308,FEM ALINE,,chartevents,35,,,,,carevue,,, +,,,,,2326,(R) FEMORAL SHEATH,,chartevents,35,,,,,carevue,,, +,,,,,2798,arm 90 degrees,,chartevents,35,,,,,carevue,,, +,,,,,2874,lepirudin mg/kg/hr,,chartevents,35,,,,,carevue,,, +,,,,,3087,DEXTRAN 40 10%,,chartevents,35,,,,,carevue,,, +,,,,,4676,Critic-aid,,chartevents,35,,,,,carevue,,, +,,,,,4915,PRUNE JUICE,,chartevents,35,,,,,carevue,,, +,,,,,4957,Atropine drops,,chartevents,35,,,,,carevue,,, +,,,,,5012,glycerin suppository,,chartevents,35,,,,,carevue,,, +,,,,,5396,ferrous sulfate,,chartevents,35,,,,,carevue,,, +,,,,,5824,HiMV,,chartevents,35,,,,,carevue,,, +,,,,,6246,SAFETY OFFICER,,chartevents,35,,,,,carevue,,, +,,,,,6596,Acety42gm/1L-mg/kg/h,,chartevents,35,,,,,carevue,,, +,,,,,7453,bear hugger,,chartevents,35,,,,,carevue,,, +,,,,,7582,Bed rotation.,,chartevents,35,,,,,carevue,,, +,,,,,7699,HICCUPS,,chartevents,35,,,,,carevue,,, +,,,,,40745,Dialysis,,outputevents,35,,,,,carevue,,, +,,,,,42315,pericardial drain,,outputevents,35,,,,,carevue,,, +,,,,,43127,PD output,,outputevents,35,,,,,carevue,,, +,,,,,51413,CD56,,labevents,35,HEMATOLOGY,,OTHER BODY FLUID,57424-4,,,, +,,,,,1133,Multi-podis boots,,chartevents,34,,,,,carevue,,, +,,,,,1229,sling,,chartevents,34,,,,,carevue,,, +,,,,,1339,bed rotation q2hrs.,,chartevents,34,,,,,carevue,,, +,,,,,1575,HIGH MINUTE VOL.,,chartevents,34,,,,,carevue,,, +,,,,,1996,HIGH MIN. VOL.,,chartevents,34,,,,,carevue,,, +,,,,,2034,High min. vent.,,chartevents,34,,,,,carevue,,, +,,,,,2288,L ARM ELEVATION,,chartevents,34,,,,,carevue,,, +,,,,,2467,DEXTROSE GM/HR,,chartevents,34,,,,,carevue,,, +,,,,,2551,study drug,,chartevents,34,,,,,carevue,,, +,,,,,2560,CISATRA. MCG/KG/MIN,,chartevents,34,,,,,carevue,,, +,,,,,3122,Apnea,,chartevents,34,,,,,carevue,,, +,,,,,3475,Infant ABO/Rh,,chartevents,34,,,,,carevue,,, +,,,,,4192,zzzzth in Centimeter,,chartevents,34,,,,,carevue,,, +,,,,,5729,bair hugger,,chartevents,34,,,,,carevue,,, +,,,,,5992,Surgical site,,chartevents,34,,,,,carevue,,, +,,,,,6690,phenylephrine gtts,,chartevents,34,,,,,carevue,,, +,,,,,6738,left breast doppler,,chartevents,34,,,,,carevue,,, +,,,,,6739,right breast doppler,,chartevents,34,,,,,carevue,,, +,,,,,7389,protonix 80mg/250cc,,chartevents,34,,,,,carevue,,, +,,,,,7757,NARCAN MG/HR,,chartevents,34,,,,,carevue,,, +,,,,,40690,DIALYSIS,,outputevents,34,,,,,carevue,,, +,,,,,41494,ogt drainage,,outputevents,34,,,,,carevue,,, +,,,,,42189,ABDOMINAL DRAINAGE,,outputevents,34,,,,,carevue,,, +,,,,,42331,Drain Out #4 Hemovac,,outputevents,34,,,,,carevue,,, +,,,,,42516,Chest tube pleural,,outputevents,34,,,,,carevue,,, +,,,,,43442,g tube drainage,,outputevents,34,,,,,carevue,,, +,,,,,51096,PORPHOBILINOGEN SCREEN,,labevents,34,CHEMISTRY,,URINE,2809-2,,,, +,,,,,51495,RBC CLUMPS,,labevents,34,HEMATOLOGY,,URINE,,,,, +,,,,,6,ABP [Systolic],,chartevents,33,,,,,carevue,,, +,,,,,1188,dressing change,,chartevents,33,,,,,carevue,,, +,,,,,1194,natrecor,,chartevents,33,,,,,carevue,,, +,,,,,1197,HFO Amplitude,,chartevents,33,,,,,carevue,,, +,,,,,1198,HFO Frq. (Hz),,chartevents,33,,,,,carevue,,, +,,,,,1990,High minute vent.,,chartevents,33,,,,,carevue,,, +,,,,,2105,hi minute volume,,chartevents,33,,,,,carevue,,, +,,,,,2445,Vasopressin,,chartevents,33,,,,,carevue,,, +,,,,,2547,Precedex mcg/kg/hr,,chartevents,33,,,,,carevue,,, +,,,,,2898,AMBUED Q4 AND PRN,,chartevents,33,,,,,carevue,,, +,,,,,2966,OFFICERS/HANDCUFFED,,chartevents,33,,,,,carevue,,, +,,,,,3184,Neo mcg/kg/min,,chartevents,33,,,,,carevue,,, +,,,,,4191,zzzgth Calc (cm),,chartevents,33,,,,,carevue,,, +,,,,,4296,Glycerin supp.,,chartevents,33,,,,,carevue,,, +,,,,,4400,cefotoxime,,chartevents,33,,,,,carevue,,, +,,,,,4784,desitin ointment,,chartevents,33,,,,,carevue,,, +,,,,,5026,extra digit rt/lt fr,,chartevents,33,,,,,carevue,,, +,,,,,5280,flowrate cc's,,chartevents,33,,,,,carevue,,, +,,,,,5502,R ankle,,chartevents,33,,,,,carevue,,, +,,,,,5717,circ.site,,chartevents,33,,,,,carevue,,, +,,,,,7281,Cooling Blanket,,chartevents,33,,,,,carevue,,, +,,,,,8058,bed percussion,,chartevents,33,,,,,carevue,,, +,,,,,40426,dialysis out,,outputevents,33,,,,,carevue,,, +,,,,,42300,CHOLECYSTOSTOMY TUBE,,outputevents,33,,,,,carevue,,, +,,,,,43416,Vomitus .,,outputevents,33,,,,,carevue,,, +,,,,,44750,bilat JP to CLWS,,outputevents,33,,,,,carevue,,, +,,,,,44843,peritoneal dialysis,,outputevents,33,Free Form Intake,,,,carevue,,, +,,,,,44959,G-tube residuals,,outputevents,33,,,,,carevue,,, +,,,,,46242,pin site drain,,outputevents,33,,,,,carevue,,, +,,,,,46520,J-tube flush,,outputevents,33,Free Form Intake,,,,carevue,,, +,,,,,1187,demerol,,chartevents,32,,,,,carevue,,, +,,,,,1195,HFI Bias Flow:,,chartevents,32,,,,,carevue,,, +,,,,,1467,Pericare,,chartevents,32,,,,,carevue,,, +,,,,,1860,HFO Delta P (amplt),,chartevents,32,,,,,carevue,,, +,,,,,2022,NIF,,chartevents,32,,,,,carevue,,, +,,,,,2290,nimbex mcg/kg/m,,chartevents,32,,,,,carevue,,, +,,,,,2361,FOOT WOUND,,chartevents,32,,,,,carevue,,, +,,,,,2736,right fem bp,,chartevents,32,,,,,carevue,,, +,,,,,2836,DEEP BREATH & COUGH,,chartevents,32,,,,,carevue,,, +,,,,,2848,JP #1 R SITE/DRAINAG,,chartevents,32,,,,,carevue,,, +,,,,,2849,JP#2 L SITE/DRAINAGE,,chartevents,32,,,,,carevue,,, +,,,,,2850,T TUBE SITE/DRAINAGE,,chartevents,32,,,,,carevue,,, +,,,,,2949,HIGH MIN.VOLUME,,chartevents,32,,,,,carevue,,, +,,,,,3109,Sodium Bicarb,,chartevents,32,,,,,carevue,,, +,,,,,4218,miconozole powder,,chartevents,32,,,,,carevue,,, +,,,,,4250,Poly Vi Sol,,chartevents,32,,,,,carevue,,, +,,,,,4660,Bactroban ointment,,chartevents,32,,,,,carevue,,, +,,,,,5115,bactroban,,chartevents,32,,,,,carevue,,, +,,,,,5245,Repogyle,,chartevents,32,,,,,carevue,,, +,,,,,5258,calcium glubionate,,chartevents,32,,,,,carevue,,, +,,,,,5346,atropine drops,,chartevents,32,,,,,carevue,,, +,,,,,5374,position rotated 180,,chartevents,32,,,,,carevue,,, +,,,,,5558,HI/Minute/VOl,,chartevents,32,,,,,carevue,,, +,,,,,5629,csm to right hand,,chartevents,32,,,,,carevue,,, +,,,,,6005,Security Guard,,chartevents,32,,,,,carevue,,, +,,,,,6201,cephalexin,,chartevents,32,,,,,carevue,,, +,,,,,6322,Face Droop,,chartevents,32,,,,,carevue,,, +,,,,,6417,low pressure,,chartevents,32,,,,,carevue,,, +,,,,,6582,left femerol artery,,chartevents,32,,,,,carevue,,, +,,,,,6922,mucous fistula stoma,,chartevents,32,,,,,carevue,,, +,,,,,7499,MINERVA BRACE,,chartevents,32,,,,,carevue,,, +,,,,,8253,Atropine 1% eye drop,,chartevents,32,,,,,carevue,,, +,,,,,41214,Drain Out #6 Jackson Pratt,,outputevents,32,,,,,carevue,,, +,,,,,42101,chest tube site,,outputevents,32,,,,,carevue,,, +,,,,,42254,hd out,,outputevents,32,,,,,carevue,,, +,,,,,42432,wound drains,,outputevents,32,,,,,carevue,,, +,,,,,44846,nephrost tube flush,,outputevents,32,Free Form Intake,,,,carevue,,, +,,,,,51209,FACTOR XI,,labevents,32,HEMATOLOGY,,BLOOD,3226-8,,,, +,,,,,51405,CD33,,labevents,32,HEMATOLOGY,,OTHER BODY FLUID,51294-7,,,, +,,,,,1056,chest pt,,chartevents,31,,,,,carevue,,, +,,,,,1571,ABG,,chartevents,31,,,,,carevue,,, +,,,,,2423,DECUBITI CARE,,chartevents,31,,,,,carevue,,, +,,,,,2629,SOLUMEDROL DRIP,,chartevents,31,,,,,carevue,,, +,,,,,3274,domeboro soaks,,chartevents,31,,,,,carevue,,, +,,,,,4231,NaCl,,chartevents,31,,,,,carevue,,, +,,,,,4319,Skin,,chartevents,31,,,,,carevue,,, +,,,,,4556,Hearing Screen,,chartevents,31,,,,,carevue,,, +,,,,,4953,sucrose pacifier,,chartevents,31,,,,,carevue,,, +,,,,,5067,Folic Acid,,chartevents,31,,,,,carevue,,, +,,,,,5361,Combivent Puffs,,chartevents,31,,,,,carevue,,, +,,,,,5596,INTRATHECAL,,chartevents,31,,,,,carevue,,, +,,,,,5895,Abduction Wedge,,chartevents,31,,,,,carevue,,, +,,,,,5997,HEPA FILTER,,chartevents,31,,,,,carevue,,, +,,,,,6258,fluconazole,,chartevents,31,,,,,carevue,,, +,,,,,6409,PR interval,,chartevents,31,,,,,carevue,,, +,,,,,6416,Bilateral hernia,,chartevents,31,,,,,carevue,,, +,,,,,6485,sacral wound,,chartevents,31,,,,,carevue,,, +,,,,,6763,passy-muir/cuff,,chartevents,31,,,,,carevue,,, +,,,,,6967,right arm elevated,,chartevents,31,,,,,carevue,,, +,,,,,7303,gentamycin eye oint,,chartevents,31,,,,,carevue,,, +,,,,,7449,ECMO flow,,chartevents,31,,,,,carevue,,, +,,,,,7687,ileal conduit,,chartevents,31,,,,,carevue,,, +,,,,,7909,VAP mouth,,chartevents,31,,,,,carevue,,, +,,,,,43666,Air evacuation NGT,,outputevents,31,,,,,carevue,,, +,,,,,43694,Drain Out #4 JP Medial,,outputevents,31,,,,,carevue,,, +,,,,,44637,LUMBAR DRAIN,,outputevents,31,,,,,carevue,,, +,,,,,51397,CD16/56,,labevents,31,HEMATOLOGY,,OTHER BODY FLUID,18268-3,,,, +,,Impella 2.5 Flow Rate,,,228154,Impella 2.5 Flow Rate,L/min,chartevents,31,Impella,,,,metavision,,Numeric, +,,Aortic Pressure Signal - Diastolic,,,228151,Aortic Pressure Signal - Diastolic,None,chartevents,30,Impella,,,,metavision,,Numeric, +,,,,,6003,ph level,,chartevents,30,,,,,carevue,,, +,,Aortic Pressure Signal - Systolic,,,228152,Aortic Pressure Signal - Systolic,None,chartevents,30,Impella,,,,metavision,,Numeric, +,,,,,43522,Urine cc/kg/hr,,outputevents,30,,,,,carevue,,, +,,,,,812,HCO3,,chartevents,30,ABG,,,,carevue,,, +,,,,,1117,PASSEY MUIR VALVE,,chartevents,30,,,,,carevue,,, +,,,,,1196,HFO % I time,,chartevents,30,,,,,carevue,,, +,,,,,1844,position,,chartevents,30,,,,,carevue,,, +,,,,,1864,HFO-Max mean airway,,chartevents,30,,,,,carevue,,, +,,,,,1865,HFO-Min mean airway,,chartevents,30,,,,,carevue,,, +,,,,,1906,Elastic gloves,,chartevents,30,,,,,carevue,,, +,,,,,3112,epinephrine mcg/min,,chartevents,30,,,,,carevue,,, +,,,,,3143,low insp pressure,,chartevents,30,,,,,carevue,,, +,,,,,3378,Consent for visitors,,chartevents,30,,,,,carevue,,, +,,,,,4643,poly vi sol,,chartevents,30,,,,,carevue,,, +,,,,,4686,broviac lt saphenou.,,chartevents,30,,,,,carevue,,, +,,,,,4740,Keflex pg/po,,chartevents,30,,,,,carevue,,, +,,,,,4843,calciferol,,chartevents,30,,,,,carevue,,, +,,,,,5257,ALDACTONE,,chartevents,30,,,,,carevue,,, +,,,,,5462,Tobradex eye ung,,chartevents,30,,,,,carevue,,, +,,,,,5892,tpa mg/hr,,chartevents,30,,,,,carevue,,, +,,,,,6000,HIGH MIN VOL.,,chartevents,30,,,,,carevue,,, +,,,,,6137,PEG site,,chartevents,30,,,,,carevue,,, +,,,,,6284,Merepenum,,chartevents,30,,,,,carevue,,, +,,,,,6324,Tongue Deviation,,chartevents,30,,,,,carevue,,, +,,,,,6753,Prednisilone gtts,,chartevents,30,,,,,carevue,,, +,,,,,6968,urostomy,,chartevents,30,,,,,carevue,,, +,,,,,7654,mucomyst mg/hr,,chartevents,30,,,,,carevue,,, +,,,,,7663,ABDO BINDER,,chartevents,30,,,,,carevue,,, +,,,,,7887,Hand perfusion,,chartevents,30,,,,,carevue,,, +,,,,,8059,TANK PRES NO,,chartevents,30,,,,,carevue,,, +,,,,,8346,Ursodiol,,chartevents,30,,,,,carevue,,, +,,,,,40649,Drain Out #7 Pigtail,,outputevents,30,,,,,carevue,,, +,,,,,40650,Drain Out #8 Pigtail,,outputevents,30,,,,,carevue,,, +,,,,,43859,vent. drain,,outputevents,30,,,,,carevue,,, +,,,,,45121,Penrose drains,,outputevents,30,,,,,carevue,,, +,,,,,51202,FACTOR II,,labevents,30,HEMATOLOGY,,BLOOD,3289-6,,,, +,,ABI Brachial BP L,,,224315,ABI Brachial BP L,mmHg,chartevents,30,IABP,,,,metavision,,Numeric, +,,ABI Ankle BP R,,,224317,ABI Ankle BP R,mmHg,chartevents,30,IABP,,,,metavision,,Numeric, +,,,,,196,Foley Care,,chartevents,29,,,,,carevue,,, +,,,,,1848,D5W,,chartevents,29,,,,,carevue,,, +,,,,,1861,HFO Hz,,chartevents,29,,,,,carevue,,, +,,,,,2489,BILAT HEARING AIDS,,chartevents,29,,,,,carevue,,, +,,,,,2503,bupivacaine,,chartevents,29,,,,,carevue,,, +,,,,,2507,ITRATHECAL,,chartevents,29,,,,,carevue,,, +,,,,,3391,Direct Coombs,,chartevents,29,,,,,carevue,,, +,,,,,4239,Caffeine bolus,,chartevents,29,,,,,carevue,,, +,,,,,4286,NONNUTRITIVE SUCKING,,chartevents,29,,,,,carevue,,, +,,,,,4320,hearing screen,,chartevents,29,,,,,carevue,,, +,,,,,4526,lacrilube,,chartevents,29,,,,,carevue,,, +,,,,,4685,Zantac(Ranitidine),,chartevents,29,,,,,carevue,,, +,,,,,4736,COSOPT DROPS,,chartevents,29,,,,,carevue,,, +,,,,,4858,AZT,,chartevents,29,,,,,carevue,,, +,,,,,4895,Nystatin susp,,chartevents,29,,,,,carevue,,, +,,,,,4925,Amoxicillan,,chartevents,29,,,,,carevue,,, +,,,,,5068,mong.spot,,chartevents,29,,,,,carevue,,, +,,,,,5128,Zantac pg,,chartevents,29,,,,,carevue,,, +,,,,,5450,Nystatin oint,,chartevents,29,,,,,carevue,,, +,,,,,5839,eye movements,,chartevents,29,,,,,carevue,,, +,,,,,6095,INO,,chartevents,29,,,,,carevue,,, +,,,,,6163,Lumbar drain output,,chartevents,29,,,,,carevue,,, +,,,,,6234,L AV fistula,,chartevents,29,,,,,carevue,,, +,,,,,6620,PAUSE TIME L/R,,chartevents,29,,,,,carevue,,, +,,,,,6970,Right inguinal herni,,chartevents,29,,,,,carevue,,, +,,,,,7211,Atropine opth. oint,,chartevents,29,,,,,carevue,,, +,,,,,7675,Traction amt (lbs),,chartevents,29,,,,,carevue,,, +,,,,,7767,LUE elevated,,chartevents,29,,,,,carevue,,, +,,,,,7815,L Leg Wound,,chartevents,29,,,,,carevue,,, +,,,,,7838,Pantoprozole,,chartevents,29,,,,,carevue,,, +,,,,,7981,G tube dsg,,chartevents,29,,,,,carevue,,, +,,,,,8025,Panpropazole mg/hr,,chartevents,29,,,,,carevue,,, +,,,,,42165,CARDIAC OUTPUT FLUSH,,outputevents,29,Free Form Intake,,,,carevue,,, +,,,,,42280,Drain Out #6 Pigtail,,outputevents,29,,,,,carevue,,, +,,,,,44596,JP L FEM,,outputevents,29,,,,,carevue,,, +,,,,,45357,JP 5 and JP 6 sxn,,outputevents,29,,,,,carevue,,, +,,,,,46290,BM33 with BP,,outputevents,29,Free Form Intake,,,,carevue,,, +,,Purge Pressure,,,228158,Purge Pressure,mmHg,chartevents,29,Impella,,,,metavision,,Numeric, +,,,,,1821,potassium phosphate,,chartevents,28,,,,,carevue,,, +,,,,,1550,lipirudin,,chartevents,28,,,,,carevue,,, +,,,,,1672,MEAN AIRWAY PRESS,,chartevents,28,,,,,carevue,,, +,,,,,2037,PC driving press,,chartevents,28,,,,,carevue,,, +,,,,,2376,APROTININ,,chartevents,28,,,,,carevue,,, +,,,,,2634,VENT CPP,,chartevents,28,,,,,carevue,,, +,,,,,2642,FEMORAL ABP,,chartevents,28,,,,,carevue,,, +,,,,,2790,FEM. ART BP,,chartevents,28,,,,,carevue,,, +,,,,,2875,VAC MACHINE,,chartevents,28,,,,,carevue,,, +,,,,,2918,BINDER,,chartevents,28,,,,,carevue,,, +,,,,,3034,left arm sling,,chartevents,28,,,,,carevue,,, +,,,,,3071,ACE WRAP B LEGS,,chartevents,28,,,,,carevue,,, +,,,,,3204,Pinsp.,,chartevents,28,,,,,carevue,,, +,,,,,3673,Upper GI,,chartevents,28,,,,,carevue,,, +,,,,,4244,tobradex ointment,,chartevents,28,,,,,carevue,,, +,,,,,4266,abdomen dsg.,,chartevents,28,,,,,carevue,,, +,,,,,4724,Pred Forte,,chartevents,28,,,,,carevue,,, +,,,,,5205,op site,,chartevents,28,,,,,carevue,,, +,,,,,5293,Aquafor,,chartevents,28,,,,,carevue,,, +,,,,,5633,cyclosporine,,chartevents,28,,,,,carevue,,, +,,,,,5846,rigors,,chartevents,28,,,,,carevue,,, +,,,,,6002,Desitin prn,,chartevents,28,,,,,carevue,,, +,,,,,6162,Lumbar drain level,,chartevents,28,,,,,carevue,,, +,,,,,6315,Insp time,,chartevents,28,,,,,carevue,,, +,,,,,6616,Pantoprazole mg/hr,,chartevents,28,,,,,carevue,,, +,,,,,7061,left nephrostomy,,chartevents,28,,,,,carevue,,, +,,,,,7095,Shaved,,chartevents,28,,,,,carevue,,, +,,,,,7301,Gentamycin Eye Oint.,,chartevents,28,,,,,carevue,,, +,,,,,7779,Critic-aid oint,,chartevents,28,,,,,carevue,,, +,,,,,8071,mist tent,,chartevents,28,,,,,carevue,,, +,,,,,8197,Triple AB ointment,,chartevents,28,,,,,carevue,,, +,,,,,40330,Drain Out #2 Tap,,outputevents,28,,,,,carevue,,, +,,,,,41849,Drain Flush,,outputevents,28,Free Form Intake,,,,carevue,,, +,,,,,44595,JP L AX,,outputevents,28,,,,,carevue,,, +,,,,,44598,JP R FEM,,outputevents,28,,,,,carevue,,, +,,,,,45864,"BM24 w/neosure, GT",,outputevents,28,Free Form Intake,,,,carevue,,, +,,,,,46132,Neocate24 via J tube,,outputevents,28,Free Form Intake,,,,carevue,,, +,,,,,46666,JP REPLETION-LR,,outputevents,28,Free Form Intake,,,,carevue,,, +,,,,,51290,SICKLE CELL PREPARATION,,labevents,28,HEMATOLOGY,,BLOOD,6864-3,,,, +,,,,,51354,METAMYELOCYTES,,labevents,28,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),30366-9,,,, +,,,,,51390,CD117,,labevents,28,HEMATOLOGY,,OTHER BODY FLUID,42867-2,,,, +,,TFC (NICOM),,,228380,Thoracic Fluid Content (TFC) (NICOM),None,chartevents,28,NICOM,,,,metavision,,Numeric, +,,,,,42507,TRUE URINE,,outputevents,27,,,,,carevue,,, +,,,,,1215,swallow,,chartevents,27,,,,,carevue,,, +,,,,,1377,bivalirudin,,chartevents,27,,,,,carevue,,, +,,,,,1398,RVEDV,,chartevents,27,,,,,carevue,,, +,,,,,1640,PEG care,,chartevents,27,,,,,carevue,,, +,,,,,1688,passy muir,,chartevents,27,,,,,carevue,,, +,,,,,1758,HI MIN VOL,,chartevents,27,,,,,carevue,,, +,,,,,2039,PHIGH,,chartevents,27,,,,,carevue,,, +,,,,,2188,precedex mcg/kg/hr,,chartevents,27,,,,,carevue,,, +,,,,,2284,Cisatra mcg/kg/min,,chartevents,27,,,,,carevue,,, +,,,,,2468,NAHCO3- MEQ/HR,,chartevents,27,,,,,carevue,,, +,,,,,2512,SILVADENE FEET BID,,chartevents,27,,,,,carevue,,, +,,,,,2588,AV FISTULA BRUIT,,chartevents,27,,,,,carevue,,, +,,,,,2813,Hard Cast L FA,,chartevents,27,,,,,carevue,,, +,,,,,2819,RIGHT LEG DRSG,,chartevents,27,,,,,carevue,,, +,,,,,2915,HI/Minute/Vol/Alarm^,,chartevents,27,,,,,carevue,,, +,,,,,3000,CPP WITH CAMINO ICP,,chartevents,27,,,,,carevue,,, +,,,,,3014,bath/shampoo,,chartevents,27,,,,,carevue,,, +,,,,,3177,left fem. aline,,chartevents,27,,,,,carevue,,, +,,,,,3178,right femoral aline,,chartevents,27,,,,,carevue,,, +,,,,,3211,time high,,chartevents,27,,,,,carevue,,, +,,,,,3263,BATHED,,chartevents,27,,,,,carevue,,, +,,,,,4268,left head dsg.,,chartevents,27,,,,,carevue,,, +,,,,,4458,chest tube air leak,,chartevents,27,,,,,carevue,,, +,,,,,4518,Tent,,chartevents,27,,,,,carevue,,, +,,,,,5032,bili,,chartevents,27,,,,,carevue,,, +,,,,,5155,R. test. hydrocele,,chartevents,27,,,,,carevue,,, +,,,,,5166,Vitamin D,,chartevents,27,,,,,carevue,,, +,,,,,5249,ceftazidine,,chartevents,27,,,,,carevue,,, +,,,,,5285,Cord Drg.,,chartevents,27,,,,,carevue,,, +,,,,,5478,Gentamycin oint,,chartevents,27,,,,,carevue,,, +,,,,,6037,ilex,,chartevents,27,,,,,carevue,,, +,,,,,6250,lt av fistula,,chartevents,27,,,,,carevue,,, +,,,,,6317,iv diuril,,chartevents,27,,,,,carevue,,, +,,,,,6346,Cuff Pressure,,chartevents,27,,,,,carevue,,, +,,,,,6604,Fem sheath,,chartevents,27,,,,,carevue,,, +,,,,,6605,Fem sheath MAP,,chartevents,27,,,,,carevue,,, +,,,,,6812,myconazole,,chartevents,27,,,,,carevue,,, +,,,,,7090,Right pedal pulse,,chartevents,27,,,,,carevue,,, +,,,,,7276,Loperamide,,chartevents,27,,,,,carevue,,, +,,,,,7470,Startle Reflex,,chartevents,27,,,,,carevue,,, +,,,,,7565,Cont EEG,,chartevents,27,,,,,carevue,,, +,,,,,40507,Dialysis out,,outputevents,27,,,,,carevue,,, +,,,,,44597,JP R AX,,outputevents,27,,,,,carevue,,, +,,,,,4381,Potassium Phosphate,,chartevents,26,,,,,carevue,,, +,,,,,968,EKG,,chartevents,26,,,,,carevue,,, +,,,,,981,dilaudid,,chartevents,26,,,,,carevue,,, +,,,,,987,Clot to Blood Bank,,chartevents,26,,,,,carevue,,, +,,,,,1113,sacral drsg change,,chartevents,26,,,,,carevue,,, +,,,,,1213,shoulder shrug r/l,,chartevents,26,,,,,carevue,,, +,,,,,1217,vision,,chartevents,26,,,,,carevue,,, +,,,,,1230,peri care,,chartevents,26,,,,,carevue,,, +,,,,,1333,perineum care,,chartevents,26,,,,,carevue,,, +,,,,,1557,automatic tube comp.,,chartevents,26,,,,,carevue,,, +,,,,,1576,automatic tube com,,chartevents,26,,,,,carevue,,, +,,,,,1577,high minute vent,,chartevents,26,,,,,carevue,,, +,,,,,1840,IRRIGATE PIGTAIL,,chartevents,26,,,,,carevue,,, +,,,,,2015,ATC ON,,chartevents,26,,,,,carevue,,, +,,,,,2508,SOLUMEDEROL,,chartevents,26,,,,,carevue,,, +,,,,,2600,Ca Gluc 20Gm/D5W,,chartevents,26,,,,,carevue,,, +,,,,,2768,fem a-line,,chartevents,26,,,,,carevue,,, +,,,,,2807,facial droop,,chartevents,26,,,,,carevue,,, +,,,,,2808,tongue midline,,chartevents,26,,,,,carevue,,, +,,,,,2962,fenoldopam mcg/k/min,,chartevents,26,,,,,carevue,,, +,,,,,3807,T. Protein (5-7.5),,chartevents,26,Chemistry,,,,carevue,,, +,,,,,4234,nystatin oral suspen,,chartevents,26,,,,,carevue,,, +,,,,,4374,desetin,,chartevents,26,,,,,carevue,,, +,,,,,4969,CSM R LE,,chartevents,26,,,,,carevue,,, +,,,,,5212,tobra dex eye ointmt,,chartevents,26,,,,,carevue,,, +,,,,,5247,Chest tube dsg,,chartevents,26,,,,,carevue,,, +,,,,,5545,Vit A IM,,chartevents,26,,,,,carevue,,, +,,,,,5772,FLAP TEMP/COLOR,,chartevents,26,,,,,carevue,,, +,,,,,5869,ATC on,,chartevents,26,,,,,carevue,,, +,,,,,6378,ViDaylin,,chartevents,26,,,,,carevue,,, +,,,,,6457,L FEM ART LINE,,chartevents,26,,,,,carevue,,, +,,,,,6628,critic-aid,,chartevents,26,,,,,carevue,,, +,,,,,6864,Low insp pressure,,chartevents,26,,,,,carevue,,, +,,,,,6937,Dextran,,chartevents,26,,,,,carevue,,, +,,,,,6960,teds,,chartevents,26,,,,,carevue,,, +,,,,,7009,Nacl supp,,chartevents,26,,,,,carevue,,, +,,,,,7031,multi podis boot,,chartevents,26,,,,,carevue,,, +,,,,,7185,lt av fistula bruit,,chartevents,26,,,,,carevue,,, +,,,,,7251,ergocalciferol,,chartevents,26,,,,,carevue,,, +,,,,,7379,TLSO brace,,chartevents,26,,,,,carevue,,, +,,,,,7585,inexsufflator,,chartevents,26,,,,,carevue,,, +,,,,,7790,combivent puffs,,chartevents,26,,,,,carevue,,, +,,,,,43445,stool cc/kg/hr,,outputevents,26,,,,,carevue,,, +,,,,,44211,Abd drain output,,outputevents,26,,,,,carevue,,, +,,,,,44840,impact 2/3 strength,,outputevents,26,Free Form Intake,,,,carevue,,, +,,,,,45118,RUE drainbag,,outputevents,26,,,,,carevue,,, +,,,,,45192,pericard drain asp,,outputevents,26,,,,,carevue,,, +,,,,,51496,"REDUCING SUBSTANCES, URINE",,labevents,26,HEMATOLOGY,,URINE,,,,, +,,,,,1725,Pulse,,chartevents,25,,,,,carevue,,, +,,,,,5343,KPhosphate,,chartevents,25,,,,,carevue,,, +,,,,,1978,high me alarm,,chartevents,25,,,,,carevue,,, +,,,,,2463,CISATRAC. MCG/KG/MIN,,chartevents,25,,,,,carevue,,, +,,,,,2482,SOLUMEDROL MG/KG/HR,,chartevents,25,,,,,carevue,,, +,,,,,2488,sandbag->chest,,chartevents,25,,,,,carevue,,, +,,,,,2568,SOLUMEDROL DRIP.,,chartevents,25,,,,,carevue,,, +,,,,,2784,irrigate pigtail,,chartevents,25,,,,,carevue,,, +,,,,,2797,"3,4,5 finger doppler",,chartevents,25,,,,,carevue,,, +,,,,,3213,RT FEM ART LINE,,chartevents,25,,,,,carevue,,, +,,,,,3243,RUPPER ARM FISTULA,,chartevents,25,,,,,carevue,,, +,,,,,4646,Knee Abrasions,,chartevents,25,,,,,carevue,,, +,,,,,4678,Atropine Oint.,,chartevents,25,,,,,carevue,,, +,,,,,4807,RASH,,chartevents,25,,,,,carevue,,, +,,,,,4950,Dexamethasone drops,,chartevents,25,,,,,carevue,,, +,,,,,5025,Bacitracin oint,,chartevents,25,,,,,carevue,,, +,,,,,5309,180 degree turn,,chartevents,25,,,,,carevue,,, +,,,,,5644,PASSY MUIR/CUFF DOWN,,chartevents,25,,,,,carevue,,, +,,,,,6046,Gentamicin ointment,,chartevents,25,,,,,carevue,,, +,,,,,6260,R fem Art line,,chartevents,25,,,,,carevue,,, +,,,,,6268,drive pr,,chartevents,25,,,,,carevue,,, +,,,,,6603,INAMRINONE MCG/KG/MN,,chartevents,25,,,,,carevue,,, +,,,,,7579,rotation mode on d,,chartevents,25,,,,,carevue,,, +,,,,,7731,Femoral site,,chartevents,25,,,,,carevue,,, +,,,,,7732,Right leg straight,,chartevents,25,,,,,carevue,,, +,,,,,7771,AUTO-ROTATION,,chartevents,25,,,,,carevue,,, +,,,,,8054,deistin,,chartevents,25,,,,,carevue,,, +,,,,,8061,low NO,,chartevents,25,,,,,carevue,,, +,,,,,8273,amoxacillin,,chartevents,25,,,,,carevue,,, +,,,,,8330,L AV fistula Bruit,,chartevents,25,,,,,carevue,,, +,,,,,41527,HEMODIALYSIS,,outputevents,25,,,,,carevue,,, +,,,,,43753,g-tube,,outputevents,25,,,,,carevue,,, +,,,,,44532,RIGHT BREAST JP,,outputevents,25,,,,,carevue,,, +,,,,,46178,PD fluid out,,outputevents,25,,,,,carevue,,, +,,,,,46672,JP repl w/Na Bicarb,,outputevents,25,Free Form Intake,,,,carevue,,, +,,,,,51359,PLASMA,,labevents,25,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),47413-0,,,, +,,,,,51377,MESOTHELIAL CELLS,,labevents,25,HEMATOLOGY,,JOINT FLUID,33365-8,,,, +,,,,,51391,CD11C,,labevents,25,HEMATOLOGY,,OTHER BODY FLUID,51232-7,,,, +,,,,,51395,CD15,,labevents,25,HEMATOLOGY,,OTHER BODY FLUID,51252-5,,,, +,,,,,51467,BROAD CASTS,,labevents,25,HEMATOLOGY,,URINE,18487-9,,,, +,,,,,420,LAP,,chartevents,24,,,,,carevue,,, +,,,,,1003,cuff pressure,,chartevents,24,,,,,carevue,,, +,,,,,1060,ammonia,,chartevents,24,,,,,carevue,,, +,,,,,1212,EOMs,,chartevents,24,,,,,carevue,,, +,,,,,1605,METHYLPRED 450MG/HR,,chartevents,24,,,,,carevue,,, +,,,,,2021,Seizure Precautions,,chartevents,24,,,,,carevue,,, +,,,,,2049,HI TIDAL VOLUME,,chartevents,24,,,,,carevue,,, +,,,,,2080,high NO,,chartevents,24,,,,,carevue,,, +,,,,,2313,ICE PACKS OU,,chartevents,24,,,,,carevue,,, +,,,,,2362,STRENAL WOUND,,chartevents,24,,,,,carevue,,, +,,,,,2456,CARIPROSIDE,,chartevents,24,,,,,carevue,,, +,,,,,2469,deflate rectal foley,,chartevents,24,,,,,carevue,,, +,,,,,2477,cisatric mcg/kg/min,,chartevents,24,,,,,carevue,,, +,,,,,2609,TED STOCKINGS,,chartevents,24,,,,,carevue,,, +,,,,,2779,bladder pressures,,chartevents,24,,,,,carevue,,, +,,,,,2823,incentive spirometry,,chartevents,24,,,,,carevue,,, +,,,,,3179,1:1 Sitter,,chartevents,24,,,,,carevue,,, +,,,,,3210,pressure high,,chartevents,24,,,,,carevue,,, +,,,,,3212,time low,,chartevents,24,,,,,carevue,,, +,,,,,4414,cyclopentolate 1%,,chartevents,24,,,,,carevue,,, +,,,,,4445,Bath and Shampoo,,chartevents,24,,,,,carevue,,, +,,,,,4557,cefazolin,,chartevents,24,,,,,carevue,,, +,,,,,4679,KPHOS,,chartevents,24,,,,,carevue,,, +,,,,,4694,Cosopt,,chartevents,24,,,,,carevue,,, +,,,,,4705,Skin tags,,chartevents,24,,,,,carevue,,, +,,,,,5020,Cyclopentalate,,chartevents,24,,,,,carevue,,, +,,,,,5262,Lytes,,chartevents,24,,,,,carevue,,, +,,,,,5507,laceration,,chartevents,24,,,,,carevue,,, +,,,,,5739,NAS assessment,,chartevents,24,,,,,carevue,,, +,,,,,5798,Ecmo Flows,,chartevents,24,,,,,carevue,,, +,,,,,6449,PROTONIX MG/HOUR,,chartevents,24,,,,,carevue,,, +,,,,,6577,Myconizol Powder,,chartevents,24,,,,,carevue,,, +,,,,,7431,Goldline Baby Vits,,chartevents,24,,,,,carevue,,, +,,,,,7542,DSG SITE,,chartevents,24,,,,,carevue,,, +,,,,,7816,R Leg Wound,,chartevents,24,,,,,carevue,,, +,,,,,7826,IVPPI,,chartevents,24,,,,,carevue,,, +,,,,,7833,Heels Elevated,,chartevents,24,,,,,carevue,,, +,,,,,7856,bruit,,chartevents,24,,,,,carevue,,, +,,,,,7934,nystatin S&S,,chartevents,24,,,,,carevue,,, +,,,,,42293,R THIGH JP,,outputevents,24,,,,,carevue,,, +,,,,,42968,J Tube Flush,,outputevents,24,Free Form Intake,,,,carevue,,, +,,,,,45461,SSC 26 NGT,,outputevents,24,Free Form Intake,,,,carevue,,, +,,,,,45792,paracentesis bag,,outputevents,24,,,,,carevue,,, +,,,,,46082,BM28 4Enf Powd 4 MCT,,outputevents,24,Free Form Intake,,,,carevue,,, +,,LVAD,,,220125,Left Ventricular Assit Device Flow,L/min,chartevents,24,Hemodynamics,,,,metavision,,Numeric, +,,Transportation,,,225422,Transportation,,chartevents,24,Case Management,,,,metavision,,Checkbox, +,,Patient/family/team understand & agree with plan,,,225424,Patient/family/team understand & agree with plan,,chartevents,24,Case Management,,,,metavision,,Checkbox, +,,,,,1884,Spont Resp rate,,chartevents,23,,,,,carevue,,, +,,,,,5167,potassium Phosphate,,chartevents,23,,,,,carevue,,, +,,,,,1384,MultiPodus Splints,,chartevents,23,,,,,carevue,,, +,,,,,1395,M-Ideal Body Wgt Kg,,chartevents,23,,,,,carevue,,, +,,,,,1630,podis boots,,chartevents,23,,,,,carevue,,, +,,,,,2309,FEM ALINE MAP,,chartevents,23,,,,,carevue,,, +,,,,,2473,COCCYX GEL/ALLEVYN,,chartevents,23,,,,,carevue,,, +,,,,,2474,L HEEL W-D,,chartevents,23,,,,,carevue,,, +,,,,,2577,CARIIPORIDE ML/HR,,chartevents,23,,,,,carevue,,, +,,,,,2950,PPM,,chartevents,23,,,,,carevue,,, +,,,,,3058,shaved,,chartevents,23,,,,,carevue,,, +,,,,,3250,Nephrostomy tube,,chartevents,23,,,,,carevue,,, +,,,,,4605,bath demo,,chartevents,23,,,,,carevue,,, +,,,,,4636,Umb Hernia,,chartevents,23,,,,,carevue,,, +,,,,,4715,penicillin,,chartevents,23,,,,,carevue,,, +,,,,,4849,umbi care,,chartevents,23,,,,,carevue,,, +,,,,,5036,Tri-Vi-Sol,,chartevents,23,,,,,carevue,,, +,,,,,5089,toes,,chartevents,23,,,,,carevue,,, +,,,,,5456,Chest Tube,,chartevents,23,,,,,carevue,,, +,,,,,5566,posey,,chartevents,23,,,,,carevue,,, +,,,,,5714,CPM MACHINE,,chartevents,23,,,,,carevue,,, +,,,,,5733,granuloma,,chartevents,23,,,,,carevue,,, +,,,,,5773,WAffle Boots,,chartevents,23,,,,,carevue,,, +,,,,,5944,I-Time,,chartevents,23,,,,,carevue,,, +,,,,,5951,NO tank pr,,chartevents,23,,,,,carevue,,, +,,,,,5969,IV infiltrate,,chartevents,23,,,,,carevue,,, +,,,,,6103,vit A,,chartevents,23,,,,,carevue,,, +,,,,,6782,nephrostomy,,chartevents,23,,,,,carevue,,, +,,,,,6868,Fistula,,chartevents,23,,,,,carevue,,, +,,,,,6948,Multipodos,,chartevents,23,,,,,carevue,,, +,,,,,7269,Bed Rotation Right _,,chartevents,23,,,,,carevue,,, +,,,,,7385,bivona trach measure,,chartevents,23,,,,,carevue,,, +,,,,,7672,Foley,,chartevents,23,,,,,carevue,,, +,,,,,7890,nystatin oint.,,chartevents,23,,,,,carevue,,, +,,,,,8141,chest dressing,,chartevents,23,,,,,carevue,,, +,,,,,8169,Amicar mg/hr,,chartevents,23,,,,,carevue,,, +,,,,,8309,prednisolone gtts,,chartevents,23,,,,,carevue,,, +,,,,,40425,dialysis output,,outputevents,23,,,,,carevue,,, +,,,,,43015,T-tube,,outputevents,23,,,,,carevue,,, +,,,,,44216,Hemodialysis out,,outputevents,23,,,,,carevue,,, +,,,,,44636,JP #1 & #2 to CLWS,,outputevents,23,,,,,carevue,,, +,,,,,44767,JP 1,,outputevents,23,,,,,carevue,,, +,,,,,45460,SSC28 NGT,,outputevents,23,Free Form Intake,,,,carevue,,, +,,,,,46373,JP #2 Medial,,outputevents,23,,,,,carevue,,, +,,,,,46504,g-tube H2O flush,,outputevents,23,Free Form Intake,,,,carevue,,, +,,,,,46622,ultrafiltrate out,,outputevents,23,,,,,carevue,,, +,,ABI Brachial BP R (Impella),,,224314,ABI Brachial BP R (Impella),mmHg,chartevents,23,Impella,,,,metavision,,Numeric, +,,Pheresis Catheter Line Tip Cultured,,,225731,Pheresis Catheter Line Tip Cultured,,chartevents,23,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Davol,,,226621,Davol,mL,outputevents,23,Drains,,,,metavision,,Numeric, +,,,,,409,Inc/Wound Packing #6,,chartevents,22,,,,,carevue,,, +,,,,,944,Chest PT,,chartevents,22,,,,,carevue,,, +,,,,,1112,l/r heel drsg change,,chartevents,22,,,,,carevue,,, +,,,,,1498,High Minute Vo;ume,,chartevents,22,,,,,carevue,,, +,,,,,1515,decub drsg change,,chartevents,22,,,,,carevue,,, +,,,,,1570,HI TIDAL VOL,,chartevents,22,,,,,carevue,,, +,,,,,2109,High MV alarm,,chartevents,22,,,,,carevue,,, +,,,,,2466,KCL,,chartevents,22,,,,,carevue,,, +,,,,,2524,multipodis splints,,chartevents,22,,,,,carevue,,, +,,,,,2658,ALCOHOL,,chartevents,22,,,,,carevue,,, +,,,,,2695,D02-1,,chartevents,22,,,,,carevue,,, +,,,,,2764,Aprotinin cc/hr,,chartevents,22,,,,,carevue,,, +,,,,,2833,Femoral A-Line,,chartevents,22,,,,,carevue,,, +,,,,,3182,APRV T-HI,,chartevents,22,,,,,carevue,,, +,,,,,4360,Nystatin oral.,,chartevents,22,,,,,carevue,,, +,,,,,4505,Polyvisol po,,chartevents,22,,,,,carevue,,, +,,,,,4683,KPhos,,chartevents,22,,,,,carevue,,, +,,,,,4888,lasix,,chartevents,22,,,,,carevue,,, +,,,,,5234,umbical site,,chartevents,22,,,,,carevue,,, +,,,,,5401,Gentamycin gtts OU,,chartevents,22,,,,,carevue,,, +,,,,,5754,APNEA TIME,,chartevents,22,,,,,carevue,,, +,,,,,5760,Bed bath,,chartevents,22,,,,,carevue,,, +,,,,,5774,nipple shield used,,chartevents,22,,,,,carevue,,, +,,,,,5871,SIZURE PADS,,chartevents,22,,,,,carevue,,, +,,,,,5931,ECMO,,chartevents,22,,,,,carevue,,, +,,,,,6049,pediarix,,chartevents,22,,,,,carevue,,, +,,,,,6177,Miconozole powder,,chartevents,22,,,,,carevue,,, +,,,,,6444,Fissure,,chartevents,22,,,,,carevue,,, +,,,,,6680,trusopt,,chartevents,22,,,,,carevue,,, +,,,,,6686,TRIVISOL,,chartevents,22,,,,,carevue,,, +,,,,,6848,hernia/drsng,,chartevents,22,,,,,carevue,,, +,,,,,7615,seizure pads on bed,,chartevents,22,,,,,carevue,,, +,,,,,7951,gt site,,chartevents,22,,,,,carevue,,, +,,,,,8070,dexamethasone gtts,,chartevents,22,,,,,carevue,,, +,,,,,8313,Nystatin solution,,chartevents,22,,,,,carevue,,, +,,,,,40973,cath lab output,,outputevents,22,,,,,carevue,,, +,,,,,41016,hemodialysis out,,outputevents,22,,,,,carevue,,, +,,,,,41250,HEMODIALYSIS OUT,,outputevents,22,,,,,carevue,,, +,,,,,42255,L Chest Tube #1,,outputevents,22,,,,,carevue,,, +,,,,,42256,L Chest Tube #2,,outputevents,22,,,,,carevue,,, +,,,,,42347,ngt/bile returned,,outputevents,22,Free Form Intake,,,,carevue,,, +,,,,,42540,R chest tube site,,outputevents,22,,,,,carevue,,, +,,,,,43245,Spits,,outputevents,22,,,,,carevue,,, +,,,,,43722,Pericardial drain,,outputevents,22,,,,,carevue,,, +,,,,,44304,Gtube flush,,outputevents,22,Free Form Intake,,,,carevue,,, +,,,,,45857,BM20 G-tube,,outputevents,22,Free Form Intake,,,,carevue,,, +,,,,,46761,Left arm drainage,,outputevents,22,,,,,carevue,,, +,,,,,51280,REPTILASE TIME,,labevents,22,HEMATOLOGY,,BLOOD,6683-7,,,, +,,,,,51281,REPTILASE TIME CONTROL,,labevents,22,HEMATOLOGY,,BLOOD,,,,, +,,,,,51415,CD64,,labevents,22,HEMATOLOGY,,OTHER BODY FLUID,51366-3,,,, +,,ABI Ankle BP L (Impella),,,224318,ABI Ankle BP L (Impella),mmHg,chartevents,22,Impella,,,,metavision,,Numeric, +,,Purge Solution Flow Rate,,,228159,Purge Solution Flow Rate,ml/hr,chartevents,22,Impella,,,,metavision,,Numeric, +,,,,,709,VCO2 (180-200),,chartevents,21,,,,,carevue,,, +,,,,,1029,INCENTIVE SPIROMETER,,chartevents,21,,,,,carevue,,, +,,,,,1967,insentive spir,,chartevents,21,,,,,carevue,,, +,,,,,2077,nicardipine 25mg/250,,chartevents,21,,,,,carevue,,, +,,,,,2209,MULTIPODUS BOOT,,chartevents,21,,,,,carevue,,, +,,,,,2283,PRECEDEX MG/K/HR,,chartevents,21,,,,,carevue,,, +,,,,,2667,alteplase mg/hr,,chartevents,21,,,,,carevue,,, +,,,,,2783,edv,,chartevents,21,,,,,carevue,,, +,,,,,2826,Incentive spirometry,,chartevents,21,,,,,carevue,,, +,,,,,2951,TANK PRESSURE,,chartevents,21,,,,,carevue,,, +,,,,,2969,R GROIN A LINE,,chartevents,21,,,,,carevue,,, +,,,,,2971,LR,,chartevents,21,,,,,carevue,,, +,,,,,3089,ELEVATE R ARM,,chartevents,21,,,,,carevue,,, +,,,,,3091,PILLOW AROUND R ARM,,chartevents,21,,,,,carevue,,, +,,,,,3180,APRV P-HI,,chartevents,21,,,,,carevue,,, +,,,,,3181,APRV P-LOW,,chartevents,21,,,,,carevue,,, +,,,,,3183,APRV T-LOW,,chartevents,21,,,,,carevue,,, +,,,,,4457,Chest tube fluc,,chartevents,21,,,,,carevue,,, +,,,,,4461,COMBIVENT,,chartevents,21,,,,,carevue,,, +,,,,,5022,Emycin ointment,,chartevents,21,,,,,carevue,,, +,,,,,5045,Bili,,chartevents,21,,,,,carevue,,, +,,,,,5071,Criticaid Paste,,chartevents,21,,,,,carevue,,, +,,,,,5206,Gent eye ointment,,chartevents,21,,,,,carevue,,, +,,,,,5388,incision,,chartevents,21,,,,,carevue,,, +,,,,,5763,NGT NS FLUSH Q/4HR,,chartevents,21,,,,,carevue,,, +,,,,,5874,High min. vent,,chartevents,21,,,,,carevue,,, +,,,,,6273,Driving P.,,chartevents,21,,,,,carevue,,, +,,,,,6422,Xigris mg/hour,,chartevents,21,,,,,carevue,,, +,,,,,6487,ART. SHEATH,,chartevents,21,,,,,carevue,,, +,,,,,6522,T-high,,chartevents,21,,,,,carevue,,, +,,,,,7213,carbamazepine,,chartevents,21,,,,,carevue,,, +,,,,,7272,Solu-Medrol Mg/Kg/Hr,,chartevents,21,,,,,carevue,,, +,,,,,7287,pigtail dsg change,,chartevents,21,,,,,carevue,,, +,,,,,7520,gent eye ointment,,chartevents,21,,,,,carevue,,, +,,,,,7688,Nasal irrigant,,chartevents,21,,,,,carevue,,, +,,,,,7924,Bacitracin oint.,,chartevents,21,,,,,carevue,,, +,,,,,8035,MultiPodus Boot,,chartevents,21,,,,,carevue,,, +,,,,,8128,permanent pacer,,chartevents,21,,,,,carevue,,, +,,,,,8240,MICONAZOLE POWDER,,chartevents,21,,,,,carevue,,, +,,,,,8265,Turtle Shell Brace,,chartevents,21,,,,,carevue,,, +,,,,,8290,Acetylcysteine,,chartevents,21,,,,,carevue,,, +,,,,,42257,L Chest Tube #3,,outputevents,21,,,,,carevue,,, +,,,,,42258,L Chest Tube #4,,outputevents,21,,,,,carevue,,, +,,,,,42903,jp drains to wall sx,,outputevents,21,,,,,carevue,,, +,,,,,43441,G-tube placement,,outputevents,21,,,,,carevue,,, +,,,,,44650,JP,,outputevents,21,,,,,carevue,,, +,,,,,44898,VAC drain,,outputevents,21,,,,,carevue,,, +,,,,,45340,JP #1 CLWS,,outputevents,21,,,,,carevue,,, +,,,,,46268,t.tube #1 left,,outputevents,21,,,,,carevue,,, +,,,,,46269,Drain #1 WOUND,,outputevents,21,,,,,carevue,,, +,,,,,46307,stool/fistula,,outputevents,21,,,,,carevue,,, +,,,,,46401,PEG gracity,,outputevents,21,,,,,carevue,,, +,,,,,46449,GU output total,,outputevents,21,,,,,carevue,,, +,,,,,46510,"BM26 w/enfacare, GT",,outputevents,21,Free Form Intake,,,,carevue,,, +,,,,,46716,Incision to Drainage,,outputevents,21,,,,,carevue,,, +,,,,,51393,CD138,,labevents,21,HEMATOLOGY,,OTHER BODY FLUID,42871-4,,,, +,,,,,1222,VASOPRESSIN,,chartevents,20,,,,,carevue,,, +,,,,,1393,F-Ideal Body Wgt Kg,,chartevents,20,,,,,carevue,,, +,,,,,1488,HIGH MIN. VENTIL.,,chartevents,20,,,,,carevue,,, +,,,,,2071,P (drive),,chartevents,20,,,,,carevue,,, +,,,,,2374,RAD ART BP,,chartevents,20,,,,,carevue,,, +,,,,,2387,CHEST DRSG W->D,,chartevents,20,,,,,carevue,,, +,,,,,2731,Femoral ABP,,chartevents,20,,,,,carevue,,, +,,,,,2866,CPAP MASK,,chartevents,20,,,,,carevue,,, +,,,,,4214,acycloviv,,chartevents,20,,,,,carevue,,, +,,,,,4251,glycerine supp,,chartevents,20,,,,,carevue,,, +,,,,,4371,Criticaid cream,,chartevents,20,,,,,carevue,,, +,,,,,4525,Glycerin suppository,,chartevents,20,,,,,carevue,,, +,,,,,4630,cord care,,chartevents,20,,,,,carevue,,, +,,,,,4692,Atropine eye drops,,chartevents,20,,,,,carevue,,, +,,,,,4799,synthroid,,chartevents,20,,,,,carevue,,, +,,,,,4806,Gentamycin,,chartevents,20,,,,,carevue,,, +,,,,,4873,Tobradex oint.,,chartevents,20,,,,,carevue,,, +,,,,,4898,MVI,,chartevents,20,,,,,carevue,,, +,,,,,5077,Fentanyl:,,chartevents,20,,,,,carevue,,, +,,,,,5142,Butt Paste,,chartevents,20,,,,,carevue,,, +,,,,,5325,Hernia,,chartevents,20,,,,,carevue,,, +,,,,,5548,Dressing change,,chartevents,20,,,,,carevue,,, +,,,,,5582,p-high,,chartevents,20,,,,,carevue,,, +,,,,,5631,High MV alarm.,,chartevents,20,,,,,carevue,,, +,,,,,5658,Erythromycin Oint,,chartevents,20,,,,,carevue,,, +,,,,,5713,incision sites,,chartevents,20,,,,,carevue,,, +,,,,,5715,gentamycin eye ointt,,chartevents,20,,,,,carevue,,, +,,,,,5954,ileostomy appearance,,chartevents,20,,,,,carevue,,, +,,,,,6053,Hep flush 10U/CC,,chartevents,20,,,,,carevue,,, +,,,,,6221,tank A,,chartevents,20,,,,,carevue,,, +,,,,,6222,tank B,,chartevents,20,,,,,carevue,,, +,,,,,6398,FEM LINE,,chartevents,20,,,,,carevue,,, +,,,,,6520,P-high,,chartevents,20,,,,,carevue,,, +,,,,,6521,P-low,,chartevents,20,,,,,carevue,,, +,,,,,6535,splints removed,,chartevents,20,,,,,carevue,,, +,,,,,6573,MgSO4 mg/hr,,chartevents,20,,,,,carevue,,, +,,,,,6612,flowvent MDI,,chartevents,20,,,,,carevue,,, +,,,,,6667,G-Tube Site,,chartevents,20,,,,,carevue,,, +,,,,,7060,Cont. EEG,,chartevents,20,,,,,carevue,,, +,,,,,7226,THigh,,chartevents,20,,,,,carevue,,, +,,,,,7280,Nystatin.,,chartevents,20,,,,,carevue,,, +,,,,,7443,Bed Rotation.,,chartevents,20,,,,,carevue,,, +,,,,,7493,t-Hi,,chartevents,20,,,,,carevue,,, +,,,,,40472,pleural tap,,outputevents,20,,,,,carevue,,, +,,,,,42212,r femoral drng,,outputevents,20,,,,,carevue,,, +,,,,,42431,PEG,,outputevents,20,,,,,carevue,,, +,,,,,43443,G-TUBE TO GRAVITY,,outputevents,20,,,,,carevue,,, +,,,,,43960,BM 26 with neocate,,outputevents,20,Free Form Intake,,,,carevue,,, +,,,,,44286,Dialysis indwelling,,outputevents,20,Free Form Intake,,,,carevue,,, +,,,,,44612,Left Antecub Pouch,,outputevents,20,,,,,carevue,,, +,,,,,44768,JP 2,,outputevents,20,,,,,carevue,,, +,,,,,44996,PD Volume Out.,,outputevents,20,,,,,carevue,,, +,,,,,45056,Br Milk 24 NG,,outputevents,20,Free Form Intake,,,,carevue,,, +,,,,,45117,LUE drainbag,,outputevents,20,,,,,carevue,,, +,,,,,45666,BM24 w/nsp,,outputevents,20,Free Form Intake,,,,carevue,,, +,,,,,46091,.5BM/.5Neocate 24 PG,,outputevents,20,Free Form Intake,,,,carevue,,, +,,,,,46372,JP #1 Lateral,,outputevents,20,,,,,carevue,,, +,,,,,46416,BM+4cal prosobee,,outputevents,20,Free Form Intake,,,,carevue,,, +,,,,,51161,CD16,,labevents,20,HEMATOLOGY,,BLOOD,8115-8,,,, +,,,,,51470,CALCIUM PHOSPHATE CRYSTALS,,labevents,20,HEMATOLOGY,,URINE,5775-2,,,, +,,AgeApacheIIScore,,,226738,AgeApacheIIScore,None,chartevents,20,Scores - APACHE II,,,,metavision,,Numeric, +,,APACHE II PDR,,,226745,APACHE II Predecited Death Rate,%,chartevents,20,Scores - APACHE II,,,,metavision,,Numeric, +,,HrApacheIIScore,,,226763,HrApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,PhApacheIIScore,,,226768,PhApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,RrApacheIIScore,,,226773,RrApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,TempApacheIIScore,,,226777,TempApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,GcsApacheIIScore,,,226755,GcsApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,,,,42001,ER URINE,,outputevents,19,,,,,carevue,,, +,,,,,1317,DEMEROL,,chartevents,19,,,,,carevue,,, +,,,,,1342,fentanyl,,chartevents,19,,,,,carevue,,, +,,,,,1781,BED ALARM,,chartevents,19,,,,,carevue,,, +,,,,,1903,OOB TO CHAIR,,chartevents,19,,,,,carevue,,, +,,,,,1922,1.Nausea &vomitting,,chartevents,19,,,,,carevue,,, +,,,,,1923,2.tactile Disturban,,chartevents,19,,,,,carevue,,, +,,,,,1924,3.Tremor,,chartevents,19,,,,,carevue,,, +,,,,,1925,4.Auditory disturban,,chartevents,19,,,,,carevue,,, +,,,,,1926,5.Paroxysmal sweats,,chartevents,19,,,,,carevue,,, +,,,,,1927,6.visual Disturbanc,,chartevents,19,,,,,carevue,,, +,,,,,1928,7.anxiety,,chartevents,19,,,,,carevue,,, +,,,,,1929,"8.headach,fullness",,chartevents,19,,,,,carevue,,, +,,,,,1930,9.agitation,,chartevents,19,,,,,carevue,,, +,,,,,1931,Total CIWA scale,,chartevents,19,,,,,carevue,,, +,,,,,2078,Nitric Oxide ppm,,chartevents,19,,,,,carevue,,, +,,,,,2275,FEM LINE BP,,chartevents,19,,,,,carevue,,, +,,,,,2334,vasopressin u/hr,,chartevents,19,,,,,carevue,,, +,,,,,2433,pej site,,chartevents,19,,,,,carevue,,, +,,,,,2525,Peg DSG,,chartevents,19,,,,,carevue,,, +,,,,,2576,rt groin,,chartevents,19,,,,,carevue,,, +,,,,,2619,3% NS,,chartevents,19,,,,,carevue,,, +,,,,,2815,INCENTIVE SPIROMETRY,,chartevents,19,,,,,carevue,,, +,,,,,3008,Epidural rate,,chartevents,19,,,,,carevue,,, +,,,,,3139,LUE fistula,,chartevents,19,,,,,carevue,,, +,,,,,3145,L breast doppler,,chartevents,19,,,,,carevue,,, +,,,,,3238,CSF PRESSURE,,chartevents,19,,,,,carevue,,, +,,,,,3241,LFEMABP,,chartevents,19,,,,,carevue,,, +,,,,,3242,NICARDIPINE MCQ/KG/M,,chartevents,19,,,,,carevue,,, +,,,,,3244,RT FEM A-LINE,,chartevents,19,,,,,carevue,,, +,,,,,4347,Hearing screen,,chartevents,19,,,,,carevue,,, +,,,,,4430,NS eye drops,,chartevents,19,,,,,carevue,,, +,,,,,4467,hep b,,chartevents,19,,,,,carevue,,, +,,,,,4604,poly-vi-sol,,chartevents,19,,,,,carevue,,, +,,,,,4666,head,,chartevents,19,,,,,carevue,,, +,,,,,4880,Levothyroxin (T4),,chartevents,19,,,,,carevue,,, +,,,,,5057,NEONATAL MORPHINE,,chartevents,19,,,,,carevue,,, +,,,,,5439,Miconazole pwdr,,chartevents,19,,,,,carevue,,, +,,,,,5603,Tri Vi Sol,,chartevents,19,,,,,carevue,,, +,,,,,5621,DSD,,chartevents,19,,,,,carevue,,, +,,,,,5767,trach button,,chartevents,19,,,,,carevue,,, +,,,,,5805,DOPAMINE MICS/KG/MIN,,chartevents,19,,,,,carevue,,, +,,,,,5825,Nose Wound,,chartevents,19,,,,,carevue,,, +,,,,,5861,TED STOCKINGS BILAT,,chartevents,19,,,,,carevue,,, +,,,,,5975,O2% on INOvent,,chartevents,19,,,,,carevue,,, +,,,,,6007,badbath,,chartevents,19,,,,,carevue,,, +,,,,,6366,P HI,,chartevents,19,,,,,carevue,,, +,,,,,6368,T HI,,chartevents,19,,,,,carevue,,, +,,,,,6369,T LO,,chartevents,19,,,,,carevue,,, +,,,,,6414,Nephrostomy,,chartevents,19,,,,,carevue,,, +,,,,,6463,intermit pacer beats,,chartevents,19,,,,,carevue,,, +,,,,,6510,VIT A,,chartevents,19,,,,,carevue,,, +,,,,,7051,rash axilla,,chartevents,19,,,,,carevue,,, +,,,,,7402,fi02 set,,chartevents,19,,,,,carevue,,, +,,,,,7550,PR,,chartevents,19,,,,,carevue,,, +,,,,,7840,CIRC site,,chartevents,19,,,,,carevue,,, +,,,,,8011,chest binder,,chartevents,19,,,,,carevue,,, +,,,,,8126,Thrill,,chartevents,19,,,,,carevue,,, +,,,,,42067,R HAND DRAINAGE,,outputevents,19,,,,,carevue,,, +,,,,,42651,Drain Out #4 Sump,,outputevents,19,,,,,carevue,,, +,,,,,43244,NG out,,outputevents,19,,,,,carevue,,, +,,,,,44841,sump drain,,outputevents,19,,,,,carevue,,, +,,,,,45832,1/2strength impact,,outputevents,19,Free Form Intake,,,,carevue,,, +,,,,,45918,NS cc:cc OGT output,,outputevents,19,Free Form Intake,,,,carevue,,, +,,,,,46620,JP#2deep,,outputevents,19,,,,,carevue,,, +,,,,,46655,leg drain,,outputevents,19,,,,,carevue,,, +,,,,,46718,superior/ant chtube,,outputevents,19,,,,,carevue,,, +,,,,,51394,CD14,,labevents,19,HEMATOLOGY,,OTHER BODY FLUID,51248-3,,,, +,,Triple Introducer Line Tip Cultured,,,225736,Triple Introducer Line Tip Cultured,,chartevents,19,Access Lines - Invasive,,,,metavision,,Checkbox, +,,APACHE II,,,226743,APACHE II,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,APACHE II PDR - Adjusted,,,226744,APACHE II PDR - Adjusted,%,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,APACHEII-Renal failure,,,226748,APACHEII-Renal failure,,chartevents,19,Scores - APACHE II,,,,metavision,,Checkbox, +,,CreatinineApacheIIScore,,,226751,CreatinineApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,HCO3Score,,,226760,HCO3Score,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,HematocritApacheIIScore,,,226761,HematocritApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,MapApacheIIScore,,,226765,MapApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,OxygenApacheIIScore,,,226767,OxygenApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,PotassiumApacheIIScore,,,226771,PotassiumApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,SodiumApacheIIScore,,,226775,SodiumApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,WbcApacheIIScore,,,226779,WbcApacheIIScore,None,chartevents,19,Scores - APACHE II,,,,metavision,,Numeric, +,,HrApacheIIValue,,,226764,HrApacheIIValue,bpm,chartevents,18,Scores - APACHE II,,,,metavision,,Numeric, +,,RRApacheIIValue,,,226774,RRApacheIIValue,insp/min,chartevents,18,Scores - APACHE II,,,,metavision,,Numeric, +,,TempApacheIIValue,,,226778,TempApacheIIValue,?F,chartevents,18,Scores - APACHE II,,,,metavision,,Numeric, +,,,,,175,Energy Expenditure,,chartevents,18,,,,,carevue,,, +,,,,,613,Resp Quotient - (R),,chartevents,18,,,,,carevue,,, +,,,,,1353,multi podus,,chartevents,18,,,,,carevue,,, +,,,,,1365,periph edema,,chartevents,18,,,,,carevue,,, +,,,,,1388,decub drsg.,,chartevents,18,,,,,carevue,,, +,,,,,1544,high min,,chartevents,18,,,,,carevue,,, +,,,,,1590,disconnect alarm,,chartevents,18,,,,,carevue,,, +,,,,,1849,PEG Care,,chartevents,18,,,,,carevue,,, +,,,,,1900,MULTIPODIS BOOTS,,chartevents,18,,,,,carevue,,, +,,,,,1999,Pronator Drift,,chartevents,18,,,,,carevue,,, +,,,,,2150,CHEST PT,,chartevents,18,,,,,carevue,,, +,,,,,2432,insulin,,chartevents,18,,,,,carevue,,, +,,,,,2464,epidural ml/hr,,chartevents,18,,,,,carevue,,, +,,,,,2862,PEG DSG/CARE QD,,chartevents,18,,,,,carevue,,, +,,,,,2984,Camino Bolt,,chartevents,18,,,,,carevue,,, +,,,,,3063,High MV Limits,,chartevents,18,,,,,carevue,,, +,,,,,3147,TPA #2 mg/hr,,chartevents,18,,,,,carevue,,, +,,,,,3148,TPA#1 mg/hr,,chartevents,18,,,,,carevue,,, +,,,,,3202,pin care,,chartevents,18,,,,,carevue,,, +,,,,,4278,Caffeine Bolus,,chartevents,18,,,,,carevue,,, +,,,,,4417,Erythro eye oint,,chartevents,18,,,,,carevue,,, +,,,,,4451,aclyclovir,,chartevents,18,,,,,carevue,,, +,,,,,4497,PENICILLIN G,,chartevents,18,,,,,carevue,,, +,,,,,4513,sponge bath,,chartevents,18,,,,,carevue,,, +,,,,,4680,co-bedding,,chartevents,18,,,,,carevue,,, +,,,,,4762,Penicillin,,chartevents,18,,,,,carevue,,, +,,,,,5063,Tobramycin,,chartevents,18,,,,,carevue,,, +,,,,,5200,triple abx cream,,chartevents,18,,,,,carevue,,, +,,,,,5435,mupirocin ointment,,chartevents,18,,,,,carevue,,, +,,,,,5486,NYSTATIN ORAL,,chartevents,18,,,,,carevue,,, +,,,,,5584,t-high,,chartevents,18,,,,,carevue,,, +,,,,,5667,heliox tank pressure,,chartevents,18,,,,,carevue,,, +,,,,,5728,Solumedrol mg/kg/hr,,chartevents,18,,,,,carevue,,, +,,,,,5962,Spironolactone,,chartevents,18,,,,,carevue,,, +,,,,,5974,Nitric Dioxide,,chartevents,18,,,,,carevue,,, +,,,,,6063,P insp.,,chartevents,18,,,,,carevue,,, +,,,,,6156,R fem art BP,,chartevents,18,,,,,carevue,,, +,,,,,6263,J tube port,,chartevents,18,,,,,carevue,,, +,,,,,6323,solumedol,,chartevents,18,,,,,carevue,,, +,,,,,6367,P LO,,chartevents,18,,,,,carevue,,, +,,,,,6461,fem sheat,,chartevents,18,,,,,carevue,,, +,,,,,6650,DSD on head,,chartevents,18,,,,,carevue,,, +,,,,,6799,COO,,chartevents,18,,,,,carevue,,, +,,,,,6928,Diplopia,,chartevents,18,,,,,carevue,,, +,,,,,6981,Bed exit alarm,,chartevents,18,,,,,carevue,,, +,,,,,7112,PAPAVERINE MG/HR,,chartevents,18,,,,,carevue,,, +,,,,,7166,Eye care,,chartevents,18,,,,,carevue,,, +,,,,,7353,P.high,,chartevents,18,,,,,carevue,,, +,,,,,7354,P.low,,chartevents,18,,,,,carevue,,, +,,,,,7355,T. high,,chartevents,18,,,,,carevue,,, +,,,,,7375,other,,chartevents,18,,,,,carevue,,, +,,,,,7785,Multivitamin,,chartevents,18,,,,,carevue,,, +,,,,,7835,Lacrilube ointment,,chartevents,18,,,,,carevue,,, +,,,,,7902,OPIUM SOL'N.,,chartevents,18,,,,,carevue,,, +,,,,,7968,DRIVE P.,,chartevents,18,,,,,carevue,,, +,,,,,8010,multivitamins,,chartevents,18,,,,,carevue,,, +,,,,,8083,proning via bed.,,chartevents,18,,,,,carevue,,, +,,,,,8344,nacl,,chartevents,18,,,,,carevue,,, +,,,,,40291,Drain Out #5 Jejunostomy Tube,,outputevents,18,,,,,carevue,,, +,,,,,40584,PD out,,outputevents,18,,,,,carevue,,, +,,,,,41003,chest tube,,outputevents,18,Free Form Intake,,,,carevue,,, +,,,,,41034,dialysis in,,outputevents,18,Free Form Intake,,,,carevue,,, +,,,,,41212,wound drainage,,outputevents,18,,,,,carevue,,, +,,,,,41539,LLQ Paracentesis sit,,outputevents,18,,,,,carevue,,, +,,,,,42346,D5W VIA PEG,,outputevents,18,Free Form Intake,,,,carevue,,, +,,,,,42539,L chest tube site,,outputevents,18,,,,,carevue,,, +,,,,,43606,blood out,,outputevents,18,,,,,carevue,,, +,,,,,43905,D5W via J-tube,,outputevents,18,Free Form Intake,,,,carevue,,, +,,,,,44142,vac out,,outputevents,18,,,,,carevue,,, +,,,,,44531,RIGHT ABD JP,,outputevents,18,,,,,carevue,,, +,,,,,44720,Drain Out #6 T Tube,,outputevents,18,,,,,carevue,,, +,,,,,44754,JP#1&2 to CLWS,,outputevents,18,,,,,carevue,,, +,,,,,45971,Skin drainage bags,,outputevents,18,,,,,carevue,,, +,,,,,46092,.5BM/.5Neocate 24 PO,,outputevents,18,Free Form Intake,,,,carevue,,, +,,,,,46183,Left Arm drains.,,outputevents,18,,,,,carevue,,, +,,AgeApacheIIValue,,,226739,AgeApacheIIValue,years,chartevents,18,Scores - APACHE II,,,,metavision,,Numeric, +,,MapApacheIIValue,,,226766,MapApacheIIValue,mmHg,chartevents,18,Scores - APACHE II,,,,metavision,,Numeric, +,,,,,6924,MEASURED PEEP,,chartevents,17,,,,,carevue,,, +,,,,,5088,fingers,,chartevents,17,,,,,carevue,,, +,,,,,712,VO2 (200-250),,chartevents,17,,,,,carevue,,, +,,,,,1023,cisatra mcg/kg/min,,chartevents,17,,,,,carevue,,, +,,,,,1372,ci,,chartevents,17,,,,,carevue,,, +,,,,,1601,C.C.O,,chartevents,17,,,,,carevue,,, +,,,,,1693,check for pulsus q4h,,chartevents,17,,,,,carevue,,, +,,,,,1711,zzzt Stim Thresh mA [Unit],,chartevents,17,,,,,carevue,,, +,,,,,1827,sacra decub dressing,,chartevents,17,,,,,carevue,,, +,,,,,1832,Trach care.,,chartevents,17,,,,,carevue,,, +,,,,,1998,Facial Droop,,chartevents,17,,,,,carevue,,, +,,,,,2027,Low pressure,,chartevents,17,,,,,carevue,,, +,,,,,2195,precedex,,chartevents,17,,,,,carevue,,, +,,,,,2336,cist mcg/kg/min.,,chartevents,17,,,,,carevue,,, +,,,,,2668,TEMP GRAFT,,chartevents,17,,,,,carevue,,, +,,,,,2717,NITRIC OXIDE,,chartevents,17,,,,,carevue,,, +,,,,,2792,pr interval,,chartevents,17,,,,,carevue,,, +,,,,,2990,High Tidal Vol,,chartevents,17,,,,,carevue,,, +,,,,,3002,pad changed torso,,chartevents,17,,,,,carevue,,, +,,,,,3051,high min.vol.,,chartevents,17,,,,,carevue,,, +,,,,,3077,Migh Min Volume,,chartevents,17,,,,,carevue,,, +,,,,,3216,NS FLUSH FOLEY,,chartevents,17,,,,,carevue,,, +,,,,,3788,Phenytoin (10-20),,chartevents,17,Drug level,,,,carevue,,, +,,,,,4475,Insulin,,chartevents,17,,,,,carevue,,, +,,,,,4524,Acetominophen,,chartevents,17,,,,,carevue,,, +,,,,,4579,Hydralazine,,chartevents,17,,,,,carevue,,, +,,,,,4618,ferinsol,,chartevents,17,,,,,carevue,,, +,,,,,4649,Adenosine,,chartevents,17,,,,,carevue,,, +,,,,,4840,desitin cream,,chartevents,17,,,,,carevue,,, +,,,,,4852,Tobradex ointment,,chartevents,17,,,,,carevue,,, +,,,,,4872,TRI VI SOL,,chartevents,17,,,,,carevue,,, +,,,,,4887,flow rate,,chartevents,17,,,,,carevue,,, +,,,,,5004,vidalin,,chartevents,17,,,,,carevue,,, +,,,,,5218,Heparin/PIC flush,,chartevents,17,,,,,carevue,,, +,,,,,5261,Fentanyl Bolus,,chartevents,17,,,,,carevue,,, +,,,,,5289,cefotaxine,,chartevents,17,,,,,carevue,,, +,,,,,5380,piperacillin-tazbac,,chartevents,17,,,,,carevue,,, +,,,,,5387,chesttube site,,chartevents,17,,,,,carevue,,, +,,,,,5604,criticaide,,chartevents,17,,,,,carevue,,, +,,,,,6033,wound care,,chartevents,17,,,,,carevue,,, +,,,,,6066,Chest tube DSG,,chartevents,17,,,,,carevue,,, +,,,,,6196,IRRIG FOLEY 50ML NS,,chartevents,17,,,,,carevue,,, +,,,,,6296,spironolactone,,chartevents,17,,,,,carevue,,, +,,,,,6379,vidalyn,,chartevents,17,,,,,carevue,,, +,,,,,6610,rifampin,,chartevents,17,,,,,carevue,,, +,,,,,6720,Trip antibiotic oint,,chartevents,17,,,,,carevue,,, +,,,,,6737,Mammary Binder On,,chartevents,17,,,,,carevue,,, +,,,,,6740,solumedrol drip,,chartevents,17,,,,,carevue,,, +,,,,,6785,Rotation L/R,,chartevents,17,,,,,carevue,,, +,,,,,6861,RAP,,chartevents,17,,,,,carevue,,, +,,,,,7004,mulitpodus boots,,chartevents,17,,,,,carevue,,, +,,,,,7141,Chest tube site,,chartevents,17,,,,,carevue,,, +,,,,,7356,T. low,,chartevents,17,,,,,carevue,,, +,,,,,7568,L arm: thrill/bruit,,chartevents,17,,,,,carevue,,, +,,,,,7652,bath care,,chartevents,17,,,,,carevue,,, +,,,,,7832,QUAD cough,,chartevents,17,,,,,carevue,,, +,,,,,7862,Nephrostomy Tube LLQ,,chartevents,17,,,,,carevue,,, +,,,,,7976,mucous fistula L,,chartevents,17,,,,,carevue,,, +,,,,,8074,pantoprazole80/250,,chartevents,17,,,,,carevue,,, +,,,,,8104,NAS,,chartevents,17,,,,,carevue,,, +,,,,,8157,3x antibiotic oint,,chartevents,17,,,,,carevue,,, +,,,,,8257,thick and easy to bm,,chartevents,17,,,,,carevue,,, +,,,,,8285,TPA mg/hr,,chartevents,17,,,,,carevue,,, +,,,,,41440,cardiac output ml,,outputevents,17,Free Form Intake,,,,carevue,,, +,,,,,43427,VP shunt drainage,,outputevents,17,,,,,carevue,,, +,,,,,43567,GASTRIC ASPIRATION,,outputevents,17,,,,,carevue,,, +,,,,,43846,Old JP infer Y inc,,outputevents,17,,,,,carevue,,, +,,,,,46285,vac output,,outputevents,17,,,,,carevue,,, +,,,,,46403,BM NG,,outputevents,17,Free Form Intake,,,,carevue,,, +,,,,,51174,CD3 %,,labevents,17,HEMATOLOGY,,BLOOD,,,,, +,,,,,51286,RISTOCETIN,,labevents,17,HEMATOLOGY,,BLOOD,,,,, +,,,,,51461,AMMONIUM BIURATE,,labevents,17,HEMATOLOGY,,URINE,12454-5,,,, +,,HematocritApacheIIValue,,,226762,HematocritApacheIIValue,None,chartevents,17,Scores - APACHE II,,,,metavision,,Numeric, +,,PotassiumApacheIIValue,,,226772,PotassiumApacheIIValue,None,chartevents,17,Scores - APACHE II,,,,metavision,,Numeric, +,,SodiumApacheIIValue,,,226776,SodiumApacheIIValue,None,chartevents,17,Scores - APACHE II,,,,metavision,,Numeric, +,,WBCApacheIIValue,,,226780,WBCApacheIIValue,None,chartevents,17,Scores - APACHE II,,,,metavision,,Numeric, +,,,,,2702,ulnar pulse right,,chartevents,16,,,,,carevue,,, +,,ScvO2 Central Venous O2% Sat,,,226541,ScvO2 Central Venous O2% Sat,None,chartevents,16,Labs,,,,metavision,,Numeric, +,,,,,1116,passey-muir valve,,chartevents,16,,,,,carevue,,, +,,,,,1358,ciwa,,chartevents,16,,,,,carevue,,, +,,,,,1373,svr,,chartevents,16,,,,,carevue,,, +,,,,,1386,nitric,,chartevents,16,,,,,carevue,,, +,,,,,1509,bld pres,,chartevents,16,,,,,carevue,,, +,,,,,1548,Lt hand splint &ace,,chartevents,16,,,,,carevue,,, +,,,,,1595,Seizure Pads,,chartevents,16,,,,,carevue,,, +,,,,,1597,Flolan chart cc/hr,,chartevents,16,,,,,carevue,,, +,,,,,1612,Pres. High,,chartevents,16,,,,,carevue,,, +,,,,,1731,drive P.,,chartevents,16,,,,,carevue,,, +,,,,,1829,autosigh,,chartevents,16,,,,,carevue,,, +,,,,,2025,High pressure,,chartevents,16,,,,,carevue,,, +,,,,,2268,BREAST BINDER,,chartevents,16,,,,,carevue,,, +,,,,,2293,ART BP,,chartevents,16,,,,,carevue,,, +,,,,,2527,HFO-Bias Flow (lpm),,chartevents,16,,,,,carevue,,, +,,,,,2556,Cisatra. MG/KG/HR,,chartevents,16,,,,,carevue,,, +,,,,,2585,chest PT,,chartevents,16,,,,,carevue,,, +,,,,,2637,RT FEMORAL ART BP,,chartevents,16,,,,,carevue,,, +,,,,,2744,"ALINE, RIGHT RADIAL",,chartevents,16,,,,,carevue,,, +,,,,,2747,CHECK L ARM BRUIT,,chartevents,16,,,,,carevue,,, +,,,,,2834,ICS,,chartevents,16,,,,,carevue,,, +,,,,,2947,approtinin cc/hr,,chartevents,16,,,,,carevue,,, +,,,,,3090,ELEVATE R LEG 2 PIL,,chartevents,16,,,,,carevue,,, +,,,,,3172,right groin sheath,,chartevents,16,,,,,carevue,,, +,,,,,3256,L ulnar ABP,,chartevents,16,,,,,carevue,,, +,,,,,3262,extremities elevated,,chartevents,16,,,,,carevue,,, +,,,,,3490,Liver,,chartevents,16,,,,,carevue,,, +,,,,,4240,glycerine,,chartevents,16,,,,,carevue,,, +,,,,,4508,Na supp,,chartevents,16,,,,,carevue,,, +,,,,,4545,CPR,,chartevents,16,,,,,carevue,,, +,,,,,4648,chloral hydrate,,chartevents,16,,,,,carevue,,, +,,,,,4910,glycerin supp.,,chartevents,16,,,,,carevue,,, +,,,,,4926,"Dexamethasone, gtts",,chartevents,16,,,,,carevue,,, +,,,,,5157,Ambisome,,chartevents,16,,,,,carevue,,, +,,,,,5168,Shunt,,chartevents,16,,,,,carevue,,, +,,,,,5189,Sodium supps,,chartevents,16,,,,,carevue,,, +,,,,,5214,Prednisone drops,,chartevents,16,,,,,carevue,,, +,,,,,5483,bili level,,chartevents,16,,,,,carevue,,, +,,,,,5527,Bacitracin nose oint,,chartevents,16,,,,,carevue,,, +,,,,,5669,gent oint.,,chartevents,16,,,,,carevue,,, +,,,,,5679,RADIAL ABP,,chartevents,16,,,,,carevue,,, +,,,,,5680,RADIAL MAP,,chartevents,16,,,,,carevue,,, +,,,,,5700,Gent eye oint,,chartevents,16,,,,,carevue,,, +,,,,,5791,RIGHT FEMORAL A-LINE,,chartevents,16,,,,,carevue,,, +,,,,,5845,fem art,,chartevents,16,,,,,carevue,,, +,,,,,5916,zz tubing present,,chartevents,16,,,,,carevue,,, +,,,,,5973,R hand infiltrate,,chartevents,16,,,,,carevue,,, +,,,,,5979,NITRIOUS OXIDE,,chartevents,16,,,,,carevue,,, +,,,,,6042,VIDALYN,,chartevents,16,,,,,carevue,,, +,,,,,6151,TRACHEOSTOMY CARE,,chartevents,16,,,,,carevue,,, +,,,,,6251,wrist restraints,,chartevents,16,,,,,carevue,,, +,,,,,6279,TPA 50MG IN 500NS,,chartevents,16,,,,,carevue,,, +,,,,,6301,3X ABX ointment,,chartevents,16,,,,,carevue,,, +,,,,,6326,Bair hugger,,chartevents,16,,,,,carevue,,, +,,,,,6391,rad a line,,chartevents,16,,,,,carevue,,, +,,,,,6751,Bilateral hernia dsg,,chartevents,16,,,,,carevue,,, +,,,,,6985,Sigh PEEP level,,chartevents,16,,,,,carevue,,, +,,,,,7531,baby vitamins,,chartevents,16,,,,,carevue,,, +,,,,,7592,Solumedrol cc/h,,chartevents,16,,,,,carevue,,, +,,,,,7943,Sigh pressr/rate,,chartevents,16,,,,,carevue,,, +,,,,,8034,Criticaid/Powder,,chartevents,16,,,,,carevue,,, +,,,,,8067,HIGH NO2,,chartevents,16,,,,,carevue,,, +,,,,,8080,CT site,,chartevents,16,,,,,carevue,,, +,,,,,8125,triple antibio. oint,,chartevents,16,,,,,carevue,,, +,,,,,8206,Artic Sun,,chartevents,16,,,,,carevue,,, +,,,,,8233,multi drsg changes,,chartevents,16,,,,,carevue,,, +,,,,,8235,naHCO3,,chartevents,16,,,,,carevue,,, +,,,,,8247,ACE WRAP,,chartevents,16,,,,,carevue,,, +,,,,,8270,Heparin lock Flush,,chartevents,16,,,,,carevue,,, +,,,,,8299,R ICP,,chartevents,16,,,,,carevue,,, +,,,,,8314,Abd.Binder,,chartevents,16,,,,,carevue,,, +,,,,,41417,Hemodialysis Out,,outputevents,16,,,,,carevue,,, +,,,,,42479,intrathecal drain,,outputevents,16,,,,,carevue,,, +,,,,,44232,wound vac output.,,outputevents,16,,,,,carevue,,, +,,,,,44589,DRAIN SITE,,outputevents,16,,,,,carevue,,, +,,,,,44973,percutanous drain,,outputevents,16,,,,,carevue,,, +,,,,,46335,repogle drainage out,,outputevents,16,,,,,carevue,,, +,,,,,50851,"UREA NITROGEN, ASCITES",,labevents,16,CHEMISTRY,,ASCITES,12265-5,,,, +,,,,,50875,ANTI-PARIETAL CELL ANTIBODY,,labevents,16,CHEMISTRY,,BLOOD,26969-6,,,, +,,,,,51020,"AMYLASE, JOINT FLUID",,labevents,16,CHEMISTRY,,JOINT FLUID,14388-3,,,, +,,,,,51142,ARACHADONIC ACID,,labevents,16,HEMATOLOGY,,BLOOD,,,,, +,,,,,51179,CD38,,labevents,16,HEMATOLOGY,,BLOOD,8126-5,,,, +,,,,,51189,CD57,,labevents,16,HEMATOLOGY,,BLOOD,,,,, +,,,,,51346,BLASTS,,labevents,16,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),26447-3,,,, +,,Hospice inpatient,,,225419,Hospice inpatient,,chartevents,16,Case Management,,,,metavision,,Checkbox, +,,CreatinineApacheIIValue,,,226752,CreatinineApacheIIValue,None,chartevents,16,Scores - APACHE II,,,,metavision,,Numeric, +,,HCO3ApacheIIValue,,,226759,HCO3ApacheIIValue,None,chartevents,16,Scores - APACHE II,,,,metavision,,Numeric, +,,,,,6754,urine PH,,chartevents,15,,,,,carevue,,, +,,,,,469,O2 Delivery Mode,,chartevents,15,,,,,carevue,,, +,,,,,1070,shampoo,,chartevents,15,,,,,carevue,,, +,,,,,1324,nif,,chartevents,15,,,,,carevue,,, +,,,,,1614,Time High,,chartevents,15,,,,,carevue,,, +,,,,,1641,high min. volume,,chartevents,15,,,,,carevue,,, +,,,,,1962,LIVER FLAPPING,,chartevents,15,,,,,carevue,,, +,,,,,1975,apnea time interval,,chartevents,15,,,,,carevue,,, +,,,,,2005,right groin pressure,,chartevents,15,,,,,carevue,,, +,,,,,2256,FEM A LINE,,chartevents,15,,,,,carevue,,, +,,,,,2294,ART MEAN,,chartevents,15,,,,,carevue,,, +,,,,,2330,CISATRACUR MCG/K/MIN,,chartevents,15,,,,,carevue,,, +,,,,,2390,cisatracurium mg/hr,,chartevents,15,,,,,carevue,,, +,,,,,2422,PEG SITE CARE,,chartevents,15,,,,,carevue,,, +,,,,,2649,Police Gaurd,,chartevents,15,,,,,carevue,,, +,,,,,2664,INO alarms,,chartevents,15,,,,,carevue,,, +,,,,,2698,V02,,chartevents,15,,,,,carevue,,, +,,,,,2854,rectal tube,,chartevents,15,,,,,carevue,,, +,,,,,2868,FEMORAL A-LINE,,chartevents,15,,,,,carevue,,, +,,,,,2986,neuro drain type 2,,chartevents,15,,,,,carevue,,, +,,,,,3110,bicarb drip 200/200,,chartevents,15,,,,,carevue,,, +,,,,,3134,solumed mg/kg/hr,,chartevents,15,,,,,carevue,,, +,,,,,3158,CK/VAGINAL BLEEDING,,chartevents,15,,,,,carevue,,, +,,,,,3189,High Min. Vol,,chartevents,15,,,,,carevue,,, +,,,,,3264,MULTI PODUS SPLINTS,,chartevents,15,,,,,carevue,,, +,,,,,3283,warm pack to lt arm,,chartevents,15,,,,,carevue,,, +,,,,,4208,Bath + Shampoo,,chartevents,15,,,,,carevue,,, +,,,,,4388,EYE EXAM,,chartevents,15,,,,,carevue,,, +,,,,,4476,PICC line placement,,chartevents,15,,,,,carevue,,, +,,,,,4527,heparin,,chartevents,15,,,,,carevue,,, +,,,,,4566,oral thrush,,chartevents,15,,,,,carevue,,, +,,,,,4674,Metocloprimide,,chartevents,15,,,,,carevue,,, +,,,,,4813,nutrition labs,,chartevents,15,,,,,carevue,,, +,,,,,4954,Mineral Oil,,chartevents,15,,,,,carevue,,, +,,,,,5162,PROPRANOLOL,,chartevents,15,,,,,carevue,,, +,,,,,5220,Na Supps,,chartevents,15,,,,,carevue,,, +,,,,,5301,180 degree rotation,,chartevents,15,,,,,carevue,,, +,,,,,5528,Dexamethasone nasal,,chartevents,15,,,,,carevue,,, +,,,,,5590,warm pack to LUE,,chartevents,15,,,,,carevue,,, +,,,,,5592,MMV rate,,chartevents,15,,,,,carevue,,, +,,,,,5801,high ve n,,chartevents,15,,,,,carevue,,, +,,,,,5887,Gentamicin Opthalmic,,chartevents,15,,,,,carevue,,, +,,,,,5923,GI #2 guiac,,chartevents,15,,,,,carevue,,, +,,,,,6100,P-LO,,chartevents,15,,,,,carevue,,, +,,,,,6239,mitrazole pwd,,chartevents,15,,,,,carevue,,, +,,,,,6424,IABP BP,,chartevents,15,,,,,carevue,,, +,,,,,6586,Heliox Tank PSI,,chartevents,15,,,,,carevue,,, +,,,,,6636,R FEM,,chartevents,15,,,,,carevue,,, +,,,,,7015,ECMO FLOW RATE,,chartevents,15,,,,,carevue,,, +,,,,,7200,Pmax,,chartevents,15,,,,,carevue,,, +,,,,,7220,X-Ray,,chartevents,15,,,,,carevue,,, +,,,,,7277,Isoproterenol,,chartevents,15,,,,,carevue,,, +,,,,,7406,PMV ON,,chartevents,15,,,,,carevue,,, +,,,,,7589,podus boot,,chartevents,15,,,,,carevue,,, +,,,,,7646,Nailbed circulation,,chartevents,15,,,,,carevue,,, +,,,,,7853,Triple Antibiotic,,chartevents,15,,,,,carevue,,, +,,,,,7861,EEG/Cont,,chartevents,15,,,,,carevue,,, +,,,,,7973,adductor pillow,,chartevents,15,,,,,carevue,,, +,,,,,8262,ketamine mg/hr,,chartevents,15,,,,,carevue,,, +,,,,,40764,PARACENTESIS,,outputevents,15,,,,,carevue,,, +,,,,,41178,abd drain,,outputevents,15,,,,,carevue,,, +,,,,,41667,celestomy drain,,outputevents,15,Free Form Intake,,,,carevue,,, +,,,,,41816,right drain,,outputevents,15,,,,,carevue,,, +,,,,,42328,R CT SITE BAG DRNG,,outputevents,15,,,,,carevue,,, +,,,,,42348,ngt/bile aspirate,,outputevents,15,,,,,carevue,,, +,,,,,42809,Drain bag old CTsite,,outputevents,15,,,,,carevue,,, +,,,,,43896,vent drain,,outputevents,15,,,,,carevue,,, +,,,,,44074,pertoneal tap,,outputevents,15,,,,,carevue,,, +,,,,,44336,drain out lateral,,outputevents,15,,,,,carevue,,, +,,,,,44337,drain out medial,,outputevents,15,,,,,carevue,,, +,,,,,44622,JP 1&2,,outputevents,15,,,,,carevue,,, +,,,,,46414,Lt groin drainage bg,,outputevents,15,,,,,carevue,,, +,,,,,50870,"ANTI-GLIADIN ANTIBODY, IGA",,labevents,15,CHEMISTRY,,BLOOD,7893-1,,,, +,,,,,51058,"SODIUM, PLEURAL",,labevents,15,CHEMISTRY,,PLEURAL,,,,, +,,,,,51135,ADP,,labevents,15,HEMATOLOGY,,BLOOD,,,,, +,,,,,51195,COLLAGEN,,labevents,15,HEMATOLOGY,,BLOOD,,,,, +,,,,,51201,EPINEPHERINE,,labevents,15,HEMATOLOGY,,BLOOD,,,,, +,,,,,51211,FACTOR XIII,,labevents,15,HEMATOLOGY,,BLOOD,3240-9,,,, +,,,,,51350,IMMUNOPHENOTYPING,,labevents,15,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),,,,, +,,Resistance,,,220283,Resistance,cmH2O/L/seconds,chartevents,15,Respiratory,,,,metavision,,Numeric, +,,ChpApacheIIScore,,,226749,ChpApacheIIScore,None,chartevents,15,Scores - APACHE II,,,,metavision,,Numeric, +,,DswfApacheScore,,,226753,DswfApacheScore,None,chartevents,15,Scores - APACHE II,,,,metavision,,Numeric, +,,CO-Tandem Heart Flow,,,228189,CO-Tandem Heart Flow,L/min,chartevents,15,Tandem Heart,,,,metavision,,Numeric, +,,,,,7018,ecmo fio2,,chartevents,14,,,,,carevue,,, +,,PHApacheIIValue,,,226769,PHApacheIIValue,None,chartevents,14,Scores - APACHE II,,,,metavision,,Numeric, +,,,,,2842,JV O2 Sat,,chartevents,14,,,,,carevue,,, +,,,,,964,THAM CC/HR,,chartevents,14,,,,,carevue,,, +,,,,,1227,autopeep,,chartevents,14,,,,,carevue,,, +,,,,,1463,pad count,,chartevents,14,,,,,carevue,,, +,,,,,1562,High Minute Ventil.,,chartevents,14,,,,,carevue,,, +,,,,,1569,high min vol.,,chartevents,14,,,,,carevue,,, +,,,,,1589,RA,,chartevents,14,,,,,carevue,,, +,,,,,1615,Time Low,,chartevents,14,,,,,carevue,,, +,,,,,1724,High exhaled MV,,chartevents,14,,,,,carevue,,, +,,,,,1908,GROIN DRESSING,,chartevents,14,,,,,carevue,,, +,,,,,1909,RT LE PULSE,,chartevents,14,,,,,carevue,,, +,,,,,1912,ASTERIXIS,,chartevents,14,,,,,carevue,,, +,,,,,2004,left groin pressure,,chartevents,14,,,,,carevue,,, +,,,,,2070,nicardipine gtt,,chartevents,14,,,,,carevue,,, +,,,,,2094,Spont VT,,chartevents,14,,,,,carevue,,, +,,,,,2098,BariAir Auto Turn,,chartevents,14,,,,,carevue,,, +,,,,,2310,cisatracuri/mcg/kg/m,,chartevents,14,,,,,carevue,,, +,,,,,2337,peric. drain flushed,,chartevents,14,,,,,carevue,,, +,,,,,2397,BAIR HUGGER,,chartevents,14,,,,,carevue,,, +,,,,,2450,CLOT IN BLOOD BANK,,chartevents,14,,,,,carevue,,, +,,,,,2472,INTRATHECAL PRESSURE,,chartevents,14,,,,,carevue,,, +,,,,,2573,cistra mgm/kg/hr,,chartevents,14,,,,,carevue,,, +,,,,,2800,ACE WRAP RIGHT LEG,,chartevents,14,,,,,carevue,,, +,,,,,2865,iabp-bp,,chartevents,14,,,,,carevue,,, +,,,,,2940,L rad art BP,,chartevents,14,,,,,carevue,,, +,,,,,2953,ESMOLOL MCG/MIN,,chartevents,14,,,,,carevue,,, +,,,,,3239,NICARDIPINE MCG/KG/M,,chartevents,14,,,,,carevue,,, +,,,,,3246,MULTPODIS SPLINT,,chartevents,14,,,,,carevue,,, +,,,,,4210,Glycerine Suppos.,,chartevents,14,,,,,carevue,,, +,,,,,4446,caffeine,,chartevents,14,,,,,carevue,,, +,,,,,4712,SPIT,,chartevents,14,,,,,carevue,,, +,,,,,4720,K Phos,,chartevents,14,,,,,carevue,,, +,,,,,5049,zantc,,chartevents,14,,,,,carevue,,, +,,,,,5395,Beclamethasone,,chartevents,14,,,,,carevue,,, +,,,,,5593,MMV tidal volume,,chartevents,14,,,,,carevue,,, +,,,,,5632,R BREAST TEMP/COLOR,,chartevents,14,,,,,carevue,,, +,,,,,5655,Multi podis Boots,,chartevents,14,,,,,carevue,,, +,,,,,5799,R LEG ELEVATED,,chartevents,14,,,,,carevue,,, +,,,,,5837,time disc.,,chartevents,14,,,,,carevue,,, +,,,,,5966,Continuous EEG q1hr,,chartevents,14,,,,,carevue,,, +,,,,,5980,INO TANK PRESS,,chartevents,14,,,,,carevue,,, +,,,,,6021,(R) nephrostomy,,chartevents,14,,,,,carevue,,, +,,,,,6057,Triple Antbx Oint,,chartevents,14,,,,,carevue,,, +,,,,,6099,P-HI,,chartevents,14,,,,,carevue,,, +,,,,,6101,T-HI,,chartevents,14,,,,,carevue,,, +,,,,,6102,T-LO,,chartevents,14,,,,,carevue,,, +,,,,,6235,Circumsion,,chartevents,14,,,,,carevue,,, +,,,,,6262,Hep Flush 10UNITS/CC,,chartevents,14,,,,,carevue,,, +,,,,,6334,meropnem,,chartevents,14,,,,,carevue,,, +,,,,,6399,ART MAP,,chartevents,14,,,,,carevue,,, +,,,,,6609,Ribavrin TX #,,chartevents,14,,,,,carevue,,, +,,,,,6678,nitric ppm,,chartevents,14,,,,,carevue,,, +,,,,,6741,pantoprazole mgm/hr,,chartevents,14,,,,,carevue,,, +,,,,,6762,Incision sites,,chartevents,14,,,,,carevue,,, +,,,,,6773,DRIVING PRESS.,,chartevents,14,,,,,carevue,,, +,,,,,6852,nausea,,chartevents,14,,,,,carevue,,, +,,,,,7045,DTO,,chartevents,14,,,,,carevue,,, +,,,,,7092,Tinsp,,chartevents,14,,,,,carevue,,, +,,,,,7096,suicide precautions,,chartevents,14,,,,,carevue,,, +,,,,,7174,fluconozole oral sol,,chartevents,14,,,,,carevue,,, +,,,,,7328,ostomy bag,,chartevents,14,,,,,carevue,,, +,,,,,7338,Domeboro soak,,chartevents,14,,,,,carevue,,, +,,,,,7362,oxacillin,,chartevents,14,,,,,carevue,,, +,,,,,7400,Antibiotic ointment,,chartevents,14,,,,,carevue,,, +,,,,,7409,Atropine Gtts,,chartevents,14,,,,,carevue,,, +,,,,,7425,Solu-medrol mg/hr,,chartevents,14,,,,,carevue,,, +,,,,,7573,actigal,,chartevents,14,,,,,carevue,,, +,,,,,7841,Combivent Puff,,chartevents,14,,,,,carevue,,, +,,,,,7953,Right groin,,chartevents,14,,,,,carevue,,, +,,,,,7985,Orapred,,chartevents,14,,,,,carevue,,, +,,,,,8107,Mammary Support Bra,,chartevents,14,,,,,carevue,,, +,,,,,8120,JP DRAIN,,chartevents,14,,,,,carevue,,, +,,,,,8193,Heparin Lock Flush,,chartevents,14,,,,,carevue,,, +,,,,,8204,triple antibx,,chartevents,14,,,,,carevue,,, +,,,,,8212,mammo support,,chartevents,14,,,,,carevue,,, +,,,,,8230,sheepskin for heels,,chartevents,14,,,,,carevue,,, +,,,,,8304,mulitpodus,,chartevents,14,,,,,carevue,,, +,,,,,8497,zzzt Stim Thresh mA [Value],,chartevents,14,,,,,carevue,,, +,,,,,40751,ileostomy,,outputevents,14,,,,,carevue,,, +,,,,,41062,rt/lt nepro tube flh,,outputevents,14,Free Form Intake,,,,carevue,,, +,,,,,41818,HD out,,outputevents,14,,,,,carevue,,, +,,,,,42327,L CT SITE BAG DRNG,,outputevents,14,,,,,carevue,,, +,,,,,42816,R chest drain bag,,outputevents,14,,,,,carevue,,, +,,,,,42881,Drain Out #2 Pericardial,,outputevents,14,,,,,carevue,,, +,,,,,44134,Chole tube,,outputevents,14,,,,,carevue,,, +,,,,,44530,LEFT ABD JP,,outputevents,14,,,,,carevue,,, +,,,,,45007,G TUBE REFEED,,outputevents,14,Free Form Intake,,,,carevue,,, +,,,,,45763,BM24 w/neosure PO,,outputevents,14,Free Form Intake,,,,carevue,,, +,,,,,45824,BM+neocate4+MCT4,,outputevents,14,Free Form Intake,,,,carevue,,, +,,,,,46184,JP Site.,,outputevents,14,,,,,carevue,,, +,,,,,46580,rodney smith drain,,outputevents,14,,,,,carevue,,, +,,,,,50844,"LIPASE, ASCITES",,labevents,14,CHEMISTRY,,ASCITES,32722-1,,,, +,,,,,51210,FACTOR XII,,labevents,14,HEMATOLOGY,,BLOOD,3232-6,,,, +,,,,,51312,CD16/56,,labevents,14,HEMATOLOGY,,BONE MARROW,51255-8,,,, +,,,,,51500,SULFONAMIDES,,labevents,14,HEMATOLOGY,,URINE,5812-3,,,, +,,Hospice home,,,225420,Hospice home,,chartevents,14,Case Management,,,,metavision,,Checkbox, +,,FiO2ApacheIIValue,,,226754,FiO2ApacheIIValue,%,chartevents,13,Scores - APACHE II,,,,metavision,,Numeric, +,,,,,1343,versed,,chartevents,13,,,,,carevue,,, +,,,,,1381,ARGATROBAN,,chartevents,13,,,,,carevue,,, +,,,,,1489,Transtracheal,,chartevents,13,,,,,carevue,,, +,,,,,1855,TRACH care,,chartevents,13,,,,,carevue,,, +,,,,,1920,GT Care,,chartevents,13,,,,,carevue,,, +,,,,,2019,High min vol.,,chartevents,13,,,,,carevue,,, +,,,,,2086,R groin angio site,,chartevents,13,,,,,carevue,,, +,,,,,2289,HEPARIN,,chartevents,13,,,,,carevue,,, +,,,,,2370,R arm sling,,chartevents,13,,,,,carevue,,, +,,,,,2610,L ARM SLING,,chartevents,13,,,,,carevue,,, +,,,,,2740,DO2 I,,chartevents,13,,,,,carevue,,, +,,,,,2741,VO2 I,,chartevents,13,,,,,carevue,,, +,,,,,2761,passey-muir,,chartevents,13,,,,,carevue,,, +,,,,,2795,leg dsg w-d packing,,chartevents,13,,,,,carevue,,, +,,,,,2924,sitter,,chartevents,13,,,,,carevue,,, +,,,,,2936,T High,,chartevents,13,,,,,carevue,,, +,,,,,2937,T Low,,chartevents,13,,,,,carevue,,, +,,,,,3011,ICE PACKS TO R EYE,,chartevents,13,,,,,carevue,,, +,,,,,3013,shaved/bedbath,,chartevents,13,,,,,carevue,,, +,,,,,3018,CT #5 DRESSING.,,chartevents,13,,,,,carevue,,, +,,,,,3020,CT #5 SUCTION AMOUNT,,chartevents,13,,,,,carevue,,, +,,,,,3041,lt arm sling,,chartevents,13,,,,,carevue,,, +,,,,,4282,Bath:,,chartevents,13,,,,,carevue,,, +,,,,,4291,Fosphenytoin,,chartevents,13,,,,,carevue,,, +,,,,,4519,Atropine Opthamic,,chartevents,13,,,,,carevue,,, +,,,,,4551,Triple ABX cream,,chartevents,13,,,,,carevue,,, +,,,,,4601,Bath demo,,chartevents,13,,,,,carevue,,, +,,,,,4689,Genetics consult,,chartevents,13,,,,,carevue,,, +,,,,,4744,NYSTATIN,,chartevents,13,,,,,carevue,,, +,,,,,4773,Poly-Vi-Sol,,chartevents,13,,,,,carevue,,, +,,,,,4874,atropine,,chartevents,13,,,,,carevue,,, +,,,,,5110,folate,,chartevents,13,,,,,carevue,,, +,,,,,5186,Kphos,,chartevents,13,,,,,carevue,,, +,,,,,5248,glycerine suppos.,,chartevents,13,,,,,carevue,,, +,,,,,5265,Hepflush,,chartevents,13,,,,,carevue,,, +,,,,,5347,tobradex oint,,chartevents,13,,,,,carevue,,, +,,,,,5581,T-Low,,chartevents,13,,,,,carevue,,, +,,,,,5600,L fem art bp,,chartevents,13,,,,,carevue,,, +,,,,,5676,RIGHT FEM. ALINE,,chartevents,13,,,,,carevue,,, +,,,,,5730,hernia repair,,chartevents,13,,,,,carevue,,, +,,,,,5762,rectal tube care,,chartevents,13,,,,,carevue,,, +,,,,,5803,Femoral Sheath Aline,,chartevents,13,,,,,carevue,,, +,,,,,5922,bleedig at meatus,,chartevents,13,,,,,carevue,,, +,,,,,5986,AV fistula bruit,,chartevents,13,,,,,carevue,,, +,,,,,6125,L thigh circumferenc,,chartevents,13,,,,,carevue,,, +,,,,,6394,Miconazole Pdr,,chartevents,13,,,,,carevue,,, +,,,,,6428,L fem art line,,chartevents,13,,,,,carevue,,, +,,,,,6438,Nitric Oxide PPM,,chartevents,13,,,,,carevue,,, +,,,,,6498,Miconazole Pdr.,,chartevents,13,,,,,carevue,,, +,,,,,6525,TOF level,,chartevents,13,,,,,carevue,,, +,,,,,6828,Q1H EEG TRACE,,chartevents,13,,,,,carevue,,, +,,,,,6926,Arterial BP #3,,chartevents,13,,,,,carevue,,, +,,,,,6927,Arterial Mean #3,,chartevents,13,,,,,carevue,,, +,,,,,7179,right leg drsg,,chartevents,13,,,,,carevue,,, +,,,,,7204,gentamycin eye ontmt,,chartevents,13,,,,,carevue,,, +,,,,,7422,aqua tears,,chartevents,13,,,,,carevue,,, +,,,,,7546,bactroban oint.,,chartevents,13,,,,,carevue,,, +,,,,,7709,L heel protect boot,,chartevents,13,,,,,carevue,,, +,,,,,7808,art #3,,chartevents,13,,,,,carevue,,, +,,,,,7871,elemental calcium,,chartevents,13,,,,,carevue,,, +,,,,,8192,Dexmedetomidine,,chartevents,13,,,,,carevue,,, +,,,,,41705,HD output,,outputevents,13,Free Form Intake,,,,carevue,,, +,,,,,41946,CARDIAC OUTPUT,,outputevents,13,Free Form Intake,,,,carevue,,, +,,,,,42066,L GROIN DRAINAGE,,outputevents,13,,,,,carevue,,, +,,,,,42167,PLEURAL TAP,,outputevents,13,,,,,carevue,,, +,,,,,44724,liver JP x2 combined,,outputevents,13,,,,,carevue,,, +,,,,,45412,peg,,outputevents,13,,,,,carevue,,, +,,,,,46044,JP FLUSH,,outputevents,13,,,,,carevue,,, +,,,,,46568,pigtail bile drain,,outputevents,13,,,,,carevue,,, +,,,,,46619,JP#1superficial,,outputevents,13,,,,,carevue,,, +,,,,,46712,CALCIUM-DIALYSIS,,outputevents,13,Free Form Intake,,,,carevue,,, +,,,,,50832,"PO2, BODY FLUID",,labevents,13,BLOOD GAS,,OTHER BODY FLUID,2706-0,,,, +,,,,,51057,"POTASSIUM, PLEURAL",,labevents,13,CHEMISTRY,,PLEURAL,,,,, +,,,,,51380,NRBC,,labevents,13,HEMATOLOGY,,JOINT FLUID,48040-0,,,, +,,,,,51407,CD38,,labevents,13,HEMATOLOGY,,OTHER BODY FLUID,51299-6,,,, +,,,,,51430,METAMYELOCYTES,,labevents,13,HEMATOLOGY,,OTHER BODY FLUID,17801-2,,,, +,,,,,51488,NON-SQUAMOUS EPITHELIAL CELLS,,labevents,13,HEMATOLOGY,,URINE,41284-1,,,, +,,Long term care custodial non-Medicare certified,,,225416,Long term care custodial non-Medicare certified,,chartevents,13,Case Management,,,,metavision,,Checkbox, +,,Assisted living,,,225417,Assisted living,,chartevents,13,Case Management,,,,metavision,,Checkbox, +,,VA hospital,,,225418,VA hospital,,chartevents,13,Case Management,,,,metavision,,Checkbox, +,,DME,,,225421,DME,,chartevents,13,Case Management,,,,metavision,,Checkbox, +,,APACHEIII,,,226991,APACHEIII,None,chartevents,13,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,ApacheIV_LOS,,,226993,ApacheIV_LOS,%,chartevents,13,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Vancomycin (Peak),,,227453,Vancomycin (Peak),None,chartevents,13,Labs,,,,metavision,,Numeric with tag, +,,,,,51037,"MAGNESIUM, BODY FLUID",,labevents,12,CHEMISTRY,,OTHER BODY FLUID,29365-4,,,, +,,,,,51040,"PHOSPHATE, BODY FLUID",,labevents,12,CHEMISTRY,,OTHER BODY FLUID,12242-4,,,, +,,,,,774,Ammonia,,chartevents,12,Chemistry,,,,carevue,,, +,,,,,1049,AICD,,chartevents,12,,,,,carevue,,, +,,,,,1106,Meperidine mg/hr,,chartevents,12,,,,,carevue,,, +,,,,,1123,dsg change to coccyx,,chartevents,12,,,,,carevue,,, +,,,,,1359,complete bath,,chartevents,12,,,,,carevue,,, +,,,,,1454,r hips drsg change,,chartevents,12,,,,,carevue,,, +,,,,,1485,Bivalirudin mg/kg/hr,,chartevents,12,,,,,carevue,,, +,,,,,1558,APRV P HIGH,,chartevents,12,,,,,carevue,,, +,,,,,1588,min vol,,chartevents,12,,,,,carevue,,, +,,,,,1598,Flovan chart as cchr,,chartevents,12,,,,,carevue,,, +,,,,,1609,Isuprel 1mcg/min,,chartevents,12,,,,,carevue,,, +,,,,,1791,multi-podis boot,,chartevents,12,,,,,carevue,,, +,,,,,1819,Protonix ml/hr,,chartevents,12,,,,,carevue,,, +,,,,,1824,C&DB,,chartevents,12,,,,,carevue,,, +,,,,,1890,Right Groin Check,,chartevents,12,,,,,carevue,,, +,,,,,2018,High min volume,,chartevents,12,,,,,carevue,,, +,,,,,2173,EYE CARE,,chartevents,12,,,,,carevue,,, +,,,,,2300,L LEG WAFFLE BOOT,,chartevents,12,,,,,carevue,,, +,,,,,2349,APROTONIN U/HR,,chartevents,12,,,,,carevue,,, +,,,,,2356,RIGHT HEEL DRESSING,,chartevents,12,,,,,carevue,,, +,,,,,2366,RUE-sling/swath,,chartevents,12,,,,,carevue,,, +,,,,,2438,TPN,,chartevents,12,,,,,carevue,,, +,,,,,2444,CISATRACUR.MCGKGMIN,,chartevents,12,,,,,carevue,,, +,,,,,2505,no2,,chartevents,12,,,,,carevue,,, +,,,,,2543,FEM ART,,chartevents,12,,,,,carevue,,, +,,,,,2627,RIGHT FEM ALINE,,chartevents,12,,,,,carevue,,, +,,,,,2679,PENTOBARBITAL MG/HR,,chartevents,12,,,,,carevue,,, +,,,,,2786,PGTAILS/FLUSH/10MLNS,,chartevents,12,,,,,carevue,,, +,,,,,2852,COUGH/DEEP BREATHE,,chartevents,12,,,,,carevue,,, +,,,,,2943,low min vol,,chartevents,12,,,,,carevue,,, +,,,,,3004,spontaneous VT,,chartevents,12,,,,,carevue,,, +,,,,,3015,CHEST TUBE #5,,chartevents,12,,,,,carevue,,, +,,,,,3016,CT #5 CREPITUS.,,chartevents,12,,,,,carevue,,, +,,,,,3017,CT #5 DRAINAGE.,,chartevents,12,,,,,carevue,,, +,,,,,3019,CT #5 FLUCTUATE/LEAK,,chartevents,12,,,,,carevue,,, +,,,,,3033,hair washed,,chartevents,12,,,,,carevue,,, +,,,,,3095,(R) FEM ART,,chartevents,12,,,,,carevue,,, +,,,,,3248,mittens,,chartevents,12,,,,,carevue,,, +,,,,,3643,Swallow Study,,chartevents,12,,,,,carevue,,, +,,,,,4312,hydrocortisone,,chartevents,12,,,,,carevue,,, +,,,,,4544,Glycerine Supp.,,chartevents,12,,,,,carevue,,, +,,,,,4565,miconazole cream,,chartevents,12,,,,,carevue,,, +,,,,,4632,Glycerin Supp,,chartevents,12,,,,,carevue,,, +,,,,,4638,atropine eye drops,,chartevents,12,,,,,carevue,,, +,,,,,4669,Cardiology consult,,chartevents,12,,,,,carevue,,, +,,,,,4722,Atropine eye oint,,chartevents,12,,,,,carevue,,, +,,,,,4817,IVIG,,chartevents,12,,,,,carevue,,, +,,,,,4911,hep B vaccine,,chartevents,12,,,,,carevue,,, +,,,,,5075,Bicarb,,chartevents,12,,,,,carevue,,, +,,,,,5130,PICC LINE DSG,,chartevents,12,,,,,carevue,,, +,,,,,5204,CEFAZOLIN,,chartevents,12,,,,,carevue,,, +,,,,,5464,Fentanyl bolus,,chartevents,12,,,,,carevue,,, +,,,,,5610,BP Q8H,,chartevents,12,,,,,carevue,,, +,,,,,5639,r axilla-bupivacaine,,chartevents,12,,,,,carevue,,, +,,,,,5641,fer-gen-sol,,chartevents,12,,,,,carevue,,, +,,,,,5656,phenylephrine,,chartevents,12,,,,,carevue,,, +,,,,,5672,icd,,chartevents,12,,,,,carevue,,, +,,,,,5748,VItamin A inj.,,chartevents,12,,,,,carevue,,, +,,,,,5786,high pressure,,chartevents,12,,,,,carevue,,, +,,,,,5804,sheath MAP,,chartevents,12,,,,,carevue,,, +,,,,,5827,Nystatin Po suspensn,,chartevents,12,,,,,carevue,,, +,,,,,5960,vitamin A,,chartevents,12,,,,,carevue,,, +,,,,,6027,thrush,,chartevents,12,,,,,carevue,,, +,,,,,6124,R fem art line,,chartevents,12,,,,,carevue,,, +,,,,,6228,LEFT AV FISTULA,,chartevents,12,,,,,carevue,,, +,,,,,6230,Bath Care,,chartevents,12,,,,,carevue,,, +,,,,,6286,FLOW,,chartevents,12,,,,,carevue,,, +,,,,,6299,sodium bicarb,,chartevents,12,,,,,carevue,,, +,,,,,6338,femoral line left,,chartevents,12,,,,,carevue,,, +,,,,,6410,Auto Rotation,,chartevents,12,,,,,carevue,,, +,,,,,6415,Tri-Visol,,chartevents,12,,,,,carevue,,, +,,,,,6420,PERICARE,,chartevents,12,,,,,carevue,,, +,,,,,6439,Nitric tank pressure,,chartevents,12,,,,,carevue,,, +,,,,,6484,Rt Thigh Girth,,chartevents,12,,,,,carevue,,, +,,,,,6503,moves legs well,,chartevents,12,,,,,carevue,,, +,,,,,6507,Radial a-line,,chartevents,12,,,,,carevue,,, +,,,,,6637,VIT A INJ,,chartevents,12,,,,,carevue,,, +,,,,,6639,Vit A injection,,chartevents,12,,,,,carevue,,, +,,,,,6752,Phenylepherine,,chartevents,12,,,,,carevue,,, +,,,,,6783,Peri care,,chartevents,12,,,,,carevue,,, +,,,,,6838,left ankle drsg ch,,chartevents,12,,,,,carevue,,, +,,,,,6845,Other cooling,,chartevents,12,,,,,carevue,,, +,,,,,6862,bed rotation on/off,,chartevents,12,,,,,carevue,,, +,,,,,6893,Vitamin A INJ,,chartevents,12,,,,,carevue,,, +,,,,,6908,Triple ant. ointment,,chartevents,12,,,,,carevue,,, +,,,,,6957,Bed Alarms,,chartevents,12,,,,,carevue,,, +,,,,,7052,Vit. A,,chartevents,12,,,,,carevue,,, +,,,,,7118,Trache,,chartevents,12,,,,,carevue,,, +,,,,,7119,metronizadole,,chartevents,12,,,,,carevue,,, +,,,,,7123,Nares Care,,chartevents,12,,,,,carevue,,, +,,,,,7193,NEPHRO TUBE,,chartevents,12,,,,,carevue,,, +,,,,,7194,NEPHROTUBE COLOR,,chartevents,12,,,,,carevue,,, +,,,,,7292,Urine source #2,,chartevents,12,,,,,carevue,,, +,,,,,7332,pressure support,,chartevents,12,,,,,carevue,,, +,,,,,7359,nasal irrigation TID,,chartevents,12,,,,,carevue,,, +,,,,,7383,Actigal,,chartevents,12,,,,,carevue,,, +,,,,,7612,Augmentin,,chartevents,12,,,,,carevue,,, +,,,,,7632,NO Tank Pressure,,chartevents,12,,,,,carevue,,, +,,,,,8019,cefixime,,chartevents,12,,,,,carevue,,, +,,,,,8027,ted stocking,,chartevents,12,,,,,carevue,,, +,,,,,8129,r arm fistula,,chartevents,12,,,,,carevue,,, +,,,,,40613,DIALYSIS OUT,,outputevents,12,,,,,carevue,,, +,,,,,40848,CATH LAB OUTPUT,,outputevents,12,,,,,carevue,,, +,,,,,41815,left drain,,outputevents,12,,,,,carevue,,, +,,,,,42080,thoracentesis out,,outputevents,12,,,,,carevue,,, +,,,,,42569,VAC DRAINAGE,,outputevents,12,,,,,carevue,,, +,,,,,43161,Total Blood Out,,outputevents,12,,,,,carevue,,, +,,,,,43243,repogle output,,outputevents,12,,,,,carevue,,, +,,,,,43605,Abdominal drainage,,outputevents,12,,,,,carevue,,, +,,,,,43754,j-tube,,outputevents,12,,,,,carevue,,, +,,,,,43932,MUCOUS FISTULA(LOWER,,outputevents,12,,,,,carevue,,, +,,,,,44501,ER output,,outputevents,12,,,,,carevue,,, +,,,,,44715,right arm pouch,,outputevents,12,,,,,carevue,,, +,,,,,44806,J Tube to Gravity,,outputevents,12,,,,,carevue,,, +,,,,,44847,Arm Pouches,,outputevents,12,,,,,carevue,,, +,,,,,44920,Cardiac output,,outputevents,12,Free Form Intake,,,,carevue,,, +,,,,,45910,BM20NG+thick&easy,,outputevents,12,Free Form Intake,,,,carevue,,, +,,,,,46259,Pigtail Drain Flush,,outputevents,12,Free Form Intake,,,,carevue,,, +,,,,,46370,Cerebral Drain #1,,outputevents,12,,,,,carevue,,, +,,,,,46371,Cerebral Drain #2,,outputevents,12,,,,,carevue,,, +,,,,,46656,Left Femoral Drain,,outputevents,12,,,,,carevue,,, +,,,,,46713,KCL-10 MEQ-DIALYSIS,,outputevents,12,Free Form Intake,,,,carevue,,, +,,,,,50859,"ACID PHOSPHATASE, NON-PROSTATIC",,labevents,12,CHEMISTRY,,BLOOD,,,,, +,,,,,50982,SEX HORMONE BINDING GLOBULIN,,labevents,12,CHEMISTRY,,BLOOD,2942-1,,,, +,,,,,51021,"CREATININE, JOINT FLUID",,labevents,12,CHEMISTRY,,JOINT FLUID,14401-4,,,, +,,,,,51036,"LIPASE, BODY FLUID",,labevents,12,CHEMISTRY,,OTHER BODY FLUID,15212-4,,,, +,,,,,51410,CD41,,labevents,12,HEMATOLOGY,,OTHER BODY FLUID,51320-0,,,, +,,,,,51521,ACID PHOS,,labevents,12,CHEMISTRY,,BLOOD,,,,, +,,Free care pharmacy,,,225423,Free care pharmacy,,chartevents,12,Case Management,,,,metavision,,Checkbox, +,,,,,533,Peak Flow (Pred),,chartevents,11,,,,,carevue,,, +,,,,,1038,Hi/minute/vols alarm,,chartevents,11,,,,,carevue,,, +,,,,,1203,fleets enema,,chartevents,11,,,,,carevue,,, +,,,,,1322,rad. aline,,chartevents,11,,,,,carevue,,, +,,,,,1323,high exhaled min.vol,,chartevents,11,,,,,carevue,,, +,,,,,1452,#1 chest tube irrig.,,chartevents,11,,,,,carevue,,, +,,,,,1559,APRV P LOW,,chartevents,11,,,,,carevue,,, +,,,,,1560,APRV T HIGH,,chartevents,11,,,,,carevue,,, +,,,,,1561,APRV T LOW,,chartevents,11,,,,,carevue,,, +,,,,,1608,air mattress,,chartevents,11,,,,,carevue,,, +,,,,,1677,Altepase mg/hr,,chartevents,11,,,,,carevue,,, +,,,,,1729,Hi Min Vent,,chartevents,11,,,,,carevue,,, +,,,,,1899,passe muir valve,,chartevents,11,,,,,carevue,,, +,,,,,1914,Cpap,,chartevents,11,,,,,carevue,,, +,,,,,1969,abduction pillow,,chartevents,11,,,,,carevue,,, +,,,,,1980,cast /splint r leg,,chartevents,11,,,,,carevue,,, +,,,,,2042,TLOW,,chartevents,11,,,,,carevue,,, +,,,,,2065,HIGH TIDAL VOLUME,,chartevents,11,,,,,carevue,,, +,,,,,2141,Glucagon mg/hr,,chartevents,11,,,,,carevue,,, +,,,,,2229,PAW,,chartevents,11,,,,,carevue,,, +,,,,,2248,VASOPRESSIN UNIT/MIN,,chartevents,11,,,,,carevue,,, +,,,,,2320,Lower leg splint,,chartevents,11,,,,,carevue,,, +,,,,,2321,PEJ SITE CARE,,chartevents,11,,,,,carevue,,, +,,,,,2341,CLOT IN BLOODBANK,,chartevents,11,,,,,carevue,,, +,,,,,2368,fem abp,,chartevents,11,,,,,carevue,,, +,,,,,2377,MULTIPODUS BOOT RT,,chartevents,11,,,,,carevue,,, +,,,,,2408,tidal vol,,chartevents,11,,,,,carevue,,, +,,,,,2484,incentive spirometer,,chartevents,11,,,,,carevue,,, +,,,,,2499,AV THRILL,,chartevents,11,,,,,carevue,,, +,,,,,2535,flap check,,chartevents,11,,,,,carevue,,, +,,,,,2542,TOF TWICH MONITOR,,chartevents,11,,,,,carevue,,, +,,,,,2626,wound gel to coccyx,,chartevents,11,,,,,carevue,,, +,,,,,2631,DRAIN FLUSH,,chartevents,11,,,,,carevue,,, +,,,,,2632,unassisted diastole,,chartevents,11,,,,,carevue,,, +,,,,,2633,unassisted systole,,chartevents,11,,,,,carevue,,, +,,,,,2666,alteplase,,chartevents,11,,,,,carevue,,, +,,,,,2762,R SHEATH,,chartevents,11,,,,,carevue,,, +,,,,,2825,Cough/Deep Breath,,chartevents,11,,,,,carevue,,, +,,,,,2932,aprotinine,,chartevents,11,,,,,carevue,,, +,,,,,2944,Abdominal Binder.,,chartevents,11,,,,,carevue,,, +,,,,,2973,High Mv,,chartevents,11,,,,,carevue,,, +,,,,,3009,Insp.Time,,chartevents,11,,,,,carevue,,, +,,,,,3069,ART R Groin,,chartevents,11,,,,,carevue,,, +,,,,,3127,Sitter at bedside.,,chartevents,11,,,,,carevue,,, +,,,,,3208,ATC % (size 7),,chartevents,11,,,,,carevue,,, +,,,,,4262,Neuro consult,,chartevents,11,,,,,carevue,,, +,,,,,4322,Circumsion Site:,,chartevents,11,,,,,carevue,,, +,,,,,4354,Bili level,,chartevents,11,,,,,carevue,,, +,,,,,4373,Mineral oil/ skin,,chartevents,11,,,,,carevue,,, +,,,,,4466,hep B,,chartevents,11,,,,,carevue,,, +,,,,,4486,k phosphate,,chartevents,11,,,,,carevue,,, +,,,,,4607,tylenol,,chartevents,11,,,,,carevue,,, +,,,,,4713,Heplock flush,,chartevents,11,,,,,carevue,,, +,,,,,4726,ZANTAC,,chartevents,11,,,,,carevue,,, +,,,,,4727,mitoclopramide,,chartevents,11,,,,,carevue,,, +,,,,,4750,Hyperoxia test,,chartevents,11,,,,,carevue,,, +,,,,,4821,IV Zantac,,chartevents,11,,,,,carevue,,, +,,,,,4824,triple abx oint.,,chartevents,11,,,,,carevue,,, +,,,,,4914,tub,,chartevents,11,,,,,carevue,,, +,,,,,4918,hep b vaccine,,chartevents,11,,,,,carevue,,, +,,,,,5119,Rhythm,,chartevents,11,,,,,carevue,,, +,,,,,5273,Erythropoetin,,chartevents,11,,,,,carevue,,, +,,,,,5356,Dexamethasone eye ds,,chartevents,11,,,,,carevue,,, +,,,,,5453,mitrazol powder,,chartevents,11,,,,,carevue,,, +,,,,,5487,NYSTATIN POWDER,,chartevents,11,,,,,carevue,,, +,,,,,5513,hydrocyle,,chartevents,11,,,,,carevue,,, +,,,,,5563,HIGH MINUTE VOLUMER,,chartevents,11,,,,,carevue,,, +,,,,,5654,rt art line,,chartevents,11,,,,,carevue,,, +,,,,,5745,Hep flush 10units/cc,,chartevents,11,,,,,carevue,,, +,,,,,5755,Time Disconnect,,chartevents,11,,,,,carevue,,, +,,,,,5789,RT. AVF BRUIT/THRILL,,chartevents,11,,,,,carevue,,, +,,,,,5822,Auqafor,,chartevents,11,,,,,carevue,,, +,,,,,5850,Home Bipap Unit,,chartevents,11,,,,,carevue,,, +,,,,,5981,L FEM ART BP,,chartevents,11,,,,,carevue,,, +,,,,,5998,meds,,chartevents,11,,,,,carevue,,, +,,,,,6060,Bipap mask,,chartevents,11,,,,,carevue,,, +,,,,,6363,EDM CI,,chartevents,11,,,,,carevue,,, +,,,,,6364,EDM CO,,chartevents,11,,,,,carevue,,, +,,,,,6406,Rt Neck Massage,,chartevents,11,,,,,carevue,,, +,,,,,6433,SIGH BREATH,,chartevents,11,,,,,carevue,,, +,,,,,6509,VITAMIN A,,chartevents,11,,,,,carevue,,, +,,,,,6533,Coccyx WTD Dressing,,chartevents,11,,,,,carevue,,, +,,,,,6542,edi,,chartevents,11,,,,,carevue,,, +,,,,,6546,pm valve,,chartevents,11,,,,,carevue,,, +,,,,,6593,Multipodis Boots,,chartevents,11,,,,,carevue,,, +,,,,,6607,Vitamin A IM,,chartevents,11,,,,,carevue,,, +,,,,,6669,APRV Phi,,chartevents,11,,,,,carevue,,, +,,,,,6764,pupil deviation,,chartevents,11,,,,,carevue,,, +,,,,,6784,Vitamin A injection,,chartevents,11,,,,,carevue,,, +,,,,,6830,Ostomy dsg change,,chartevents,11,,,,,carevue,,, +,,,,,7029,Trip Antibiotic Oint,,chartevents,11,,,,,carevue,,, +,,,,,7062,Mucomyst mcg/kg/min,,chartevents,11,,,,,carevue,,, +,,,,,7094,low IP,,chartevents,11,,,,,carevue,,, +,,,,,7253,mycostatin powder,,chartevents,11,,,,,carevue,,, +,,,,,7254,Neosporin to GT site,,chartevents,11,,,,,carevue,,, +,,,,,7319,bil leg drsgs,,chartevents,11,,,,,carevue,,, +,,,,,7372,PANTOPRAZOLE,,chartevents,11,,,,,carevue,,, +,,,,,7424,Neonatal Morphine,,chartevents,11,,,,,carevue,,, +,,,,,7464,Discon,,chartevents,11,,,,,carevue,,, +,,,,,7482,irrigate pericardial,,chartevents,11,,,,,carevue,,, +,,,,,7500,dexamethasone drops,,chartevents,11,,,,,carevue,,, +,,,,,7544,evd,,chartevents,11,,,,,carevue,,, +,,,,,7551,L.ARM ELEVATION,,chartevents,11,,,,,carevue,,, +,,,,,7594,OGT residual,,chartevents,11,,,,,carevue,,, +,,,,,7751,STOMA BAG CHANGED,,chartevents,11,,,,,carevue,,, +,,,,,7792,BATH CARE,,chartevents,11,,,,,carevue,,, +,,,,,7825,teds stockings,,chartevents,11,,,,,carevue,,, +,,,,,8026,Ilex oint,,chartevents,11,,,,,carevue,,, +,,,,,8186,svo2 RIJ,,chartevents,11,,,,,carevue,,, +,,,,,8190,epicardial pacemaker,,chartevents,11,,,,,carevue,,, +,,,,,40991,epi. of stool incont,,outputevents,11,,,,,carevue,,, +,,,,,41678,BAG-->ABD TAP SITES,,outputevents,11,,,,,carevue,,, +,,,,,41735,Pleural fluid.,,outputevents,11,,,,,carevue,,, +,,,,,41793,effluent out,,outputevents,11,,,,,carevue,,, +,,,,,42210,left chest drain,,outputevents,11,,,,,carevue,,, +,,,,,42869,JP LEFT LEG #2,,outputevents,11,,,,,carevue,,, +,,,,,42874,JP RIGHT,,outputevents,11,,,,,carevue,,, +,,,,,42950,t-tube left,,outputevents,11,,,,,carevue,,, +,,,,,42951,t-tube right,,outputevents,11,,,,,carevue,,, +,,,,,43458,GT drainage,,outputevents,11,,,,,carevue,,, +,,,,,43668,L. PLEURAL CT,,outputevents,11,,,,,carevue,,, +,,,,,43820,NGT output,,outputevents,11,,,,,carevue,,, +,,,,,44030,ED OUTPUT,,outputevents,11,,,,,carevue,,, +,,,,,44209,JTUBE SITE DRAINAGE,,outputevents,11,,,,,carevue,,, +,,,,,44268,CT SITE DRAIN,,outputevents,11,,,,,carevue,,, +,,,,,44545,Peritoneal Dial Out,,outputevents,11,,,,,carevue,,, +,,,,,44548,left leg drainage,,outputevents,11,,,,,carevue,,, +,,,,,44955,LEFT JP,,outputevents,11,,,,,carevue,,, +,,,,,45337,ileostomy output,,outputevents,11,,,,,carevue,,, +,,,,,50869,ANTI-DGP (IGA/IGG),,labevents,11,CHEMISTRY,,BLOOD,,,,, +,,,,,51039,"OSMOLALITY, BODY FLUID",,labevents,11,CHEMISTRY,,OTHER BODY FLUID,15200-9,,,, +,,,,,51173,CD25,,labevents,11,HEMATOLOGY,,BLOOD,,,,, +,,,,,51212,FETAL HEMOGLOBIN,,labevents,11,HEMATOLOGY,,BLOOD,4576-5,,,, +,,,,,51356,MYELOCYTES,,labevents,11,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),30447-7,,,, +,,,,,51417,CD71,,labevents,11,HEMATOLOGY,,OTHER BODY FLUID,57426-9,,,, +,,,,,51435,PLASMA,,labevents,11,HEMATOLOGY,,OTHER BODY FLUID,17803-8,,,, +,,,,,51490,OVAL FAT BODY,,labevents,11,HEMATOLOGY,,URINE,,,,, +,,,,,51526,FRUCAMN+,,labevents,11,CHEMISTRY,,BLOOD,,,,, +,,,,,4948,Bilirubin,,chartevents,10,,,,,carevue,,, +,,CO2 production,,,220245,CO2 production,ml/min,chartevents,10,Respiratory,,,,metavision,,Numeric, +,,,,,2933,SVO2 SAT,,chartevents,10,,,,,carevue,,, +,,,,,43589,urine cc/k/hr,,outputevents,10,,,,,carevue,,, +,,,,,438,MAP,,chartevents,10,,,,,carevue,,, +,,,,,544,Plateau Time (7200),,chartevents,10,,,,,carevue,,, +,,,,,1050,left thigh hematoma,,chartevents,10,,,,,carevue,,, +,,,,,1193,L. ARM SLING,,chartevents,10,,,,,carevue,,, +,,,,,1231,side rails padded,,chartevents,10,,,,,carevue,,, +,,,,,1232,RLE Aspiration Site,,chartevents,10,,,,,carevue,,, +,,,,,1321,map,,chartevents,10,,,,,carevue,,, +,,,,,1405,L AND R CALF DRSG,,chartevents,10,,,,,carevue,,, +,,,,,1457,CPAP,,chartevents,10,,,,,carevue,,, +,,,,,1459,gluteral drsg change,,chartevents,10,,,,,carevue,,, +,,,,,1465,Back Dsg,,chartevents,10,,,,,carevue,,, +,,,,,1660,High Tidal volume,,chartevents,10,,,,,carevue,,, +,,,,,1736,hi/min/vent,,chartevents,10,,,,,carevue,,, +,,,,,1847,CIWA scale,,chartevents,10,,,,,carevue,,, +,,,,,1851,DSG CHANGE,,chartevents,10,,,,,carevue,,, +,,,,,1896,MPB,,chartevents,10,,,,,carevue,,, +,,,,,1966,HI MV Alarm,,chartevents,10,,,,,carevue,,, +,,,,,2057,nitric tank pressure,,chartevents,10,,,,,carevue,,, +,,,,,2136,CCO CO,,chartevents,10,,,,,carevue,,, +,,,,,2137,Nephrostomy Drain,,chartevents,10,,,,,carevue,,, +,,,,,2226,URINE OSMO,,chartevents,10,,,,,carevue,,, +,,,,,2379,RAD ART S/D,,chartevents,10,,,,,carevue,,, +,,,,,2394,IVF,,chartevents,10,,,,,carevue,,, +,,,,,2420,TIDAL VOLUME,,chartevents,10,,,,,carevue,,, +,,,,,2452,LEG DSD CHANGE,,chartevents,10,,,,,carevue,,, +,,,,,2479,INTRATHECAL CATHL2-3,,chartevents,10,,,,,carevue,,, +,,,,,2500,L RADIAL AV FISTULA,,chartevents,10,,,,,carevue,,, +,,,,,2569,cath site,,chartevents,10,,,,,carevue,,, +,,,,,2643,N.O.,,chartevents,10,,,,,carevue,,, +,,,,,2861,TPA mg/HR,,chartevents,10,,,,,carevue,,, +,,,,,2987,Epidural,,chartevents,10,,,,,carevue,,, +,,,,,3037,THAM,,chartevents,10,,,,,carevue,,, +,,,,,3094,(L) FEM ART,,chartevents,10,,,,,carevue,,, +,,,,,3120,L AVF-BRUIT/THRILL,,chartevents,10,,,,,carevue,,, +,,,,,3132,20# to skeletal tx,,chartevents,10,,,,,carevue,,, +,,,,,3259,mv,,chartevents,10,,,,,carevue,,, +,,,,,4315,Gent,,chartevents,10,,,,,carevue,,, +,,,,,4496,Hep. Flush,,chartevents,10,,,,,carevue,,, +,,,,,4502,ADEK vitamins,,chartevents,10,,,,,carevue,,, +,,,,,4578,grunting,,chartevents,10,,,,,carevue,,, +,,,,,4597,Abdominal US,,chartevents,10,,,,,carevue,,, +,,,,,4670,heprin lock,,chartevents,10,,,,,carevue,,, +,,,,,4709,Humatrope,,chartevents,10,,,,,carevue,,, +,,,,,4994,ECHO,,chartevents,10,,,,,carevue,,, +,,,,,5016,Tri Visol,,chartevents,10,,,,,carevue,,, +,,,,,5340,Glycerine supp,,chartevents,10,,,,,carevue,,, +,,,,,5441,mupricin,,chartevents,10,,,,,carevue,,, +,,,,,5541,Heparin flush 10u/cc,,chartevents,10,,,,,carevue,,, +,,,,,5557,peri pad,,chartevents,10,,,,,carevue,,, +,,,,,5640,r popliteal bupivace,,chartevents,10,,,,,carevue,,, +,,,,,5645,ct dressing,,chartevents,10,,,,,carevue,,, +,,,,,5938,lvad svr,,chartevents,10,,,,,carevue,,, +,,,,,5957,Cyclopentolate 1%,,chartevents,10,,,,,carevue,,, +,,,,,5999,prone/supine,,chartevents,10,,,,,carevue,,, +,,,,,6025,Mineral oil,,chartevents,10,,,,,carevue,,, +,,,,,6026,NECKJP/DRAINAGE/SITE,,chartevents,10,,,,,carevue,,, +,,,,,6036,Blocked tear duct,,chartevents,10,,,,,carevue,,, +,,,,,6098,Bacitracin topical,,chartevents,10,,,,,carevue,,, +,,,,,6181,1o cc ns irrigation,,chartevents,10,,,,,carevue,,, +,,,,,6187,sling L arm - pacer,,chartevents,10,,,,,carevue,,, +,,,,,6191,Creamy Desitin,,chartevents,10,,,,,carevue,,, +,,,,,6407,Warm compress,,chartevents,10,,,,,carevue,,, +,,,,,6469,nephostomy,,chartevents,10,,,,,carevue,,, +,,,,,6512,Phenylephrine gtt,,chartevents,10,,,,,carevue,,, +,,,,,6513,Prednsolone gtt,,chartevents,10,,,,,carevue,,, +,,,,,6631,pressure low,,chartevents,10,,,,,carevue,,, +,,,,,6641,Heliox flow,,chartevents,10,,,,,carevue,,, +,,,,,6656,PHigh,,chartevents,10,,,,,carevue,,, +,,,,,6670,APRV Plo,,chartevents,10,,,,,carevue,,, +,,,,,6671,APRV T hi,,chartevents,10,,,,,carevue,,, +,,,,,6672,APRV T lo,,chartevents,10,,,,,carevue,,, +,,,,,6815,Critacaid,,chartevents,10,,,,,carevue,,, +,,,,,6846,Primo study cc/hr,,chartevents,10,,,,,carevue,,, +,,,,,7002,LUE fistula thrill,,chartevents,10,,,,,carevue,,, +,,,,,7089,P4,,chartevents,10,,,,,carevue,,, +,,,,,7091,P5,,chartevents,10,,,,,carevue,,, +,,,,,7227,TLow,,chartevents,10,,,,,carevue,,, +,,,,,7232,Peakflow,,chartevents,10,,,,,carevue,,, +,,,,,7245,CALCIUM GLUC ML/HR,,chartevents,10,,,,,carevue,,, +,,,,,7380,Nystatin oral suspen,,chartevents,10,,,,,carevue,,, +,,,,,7474,trach mark,,chartevents,10,,,,,carevue,,, +,,,,,7648,TF residual/G-tube,,chartevents,10,,,,,carevue,,, +,,,,,7845,I time set,,chartevents,10,,,,,carevue,,, +,,,,,7858,gent opthalmic,,chartevents,10,,,,,carevue,,, +,,,,,7888,gentamycin opthalmic,,chartevents,10,,,,,carevue,,, +,,,,,7992,Stomahesive Powder,,chartevents,10,,,,,carevue,,, +,,,,,8078,gentmycin eye oint,,chartevents,10,,,,,carevue,,, +,,,,,8199,lacrilube ointment,,chartevents,10,,,,,carevue,,, +,,,,,8266,epoetin alfa,,chartevents,10,,,,,carevue,,, +,,,,,8276,critcaid ointment,,chartevents,10,,,,,carevue,,, +,,,,,8345,Sigh peep level,,chartevents,10,,,,,carevue,,, +,,,,,40366,mucus fistula,,outputevents,10,,,,,carevue,,, +,,,,,41247,nephrostomy flush,,outputevents,10,Free Form Intake,,,,carevue,,, +,,,,,41483,NS FLUSH OF DRAIN,,outputevents,10,Free Form Intake,,,,carevue,,, +,,,,,41511,OGT out,,outputevents,10,,,,,carevue,,, +,,,,,41836,Nep Tube #1 flush,,outputevents,10,Free Form Intake,,,,carevue,,, +,,,,,41837,Neph tube #2 flush,,outputevents,10,Free Form Intake,,,,carevue,,, +,,,,,41860,subdural drain,,outputevents,10,,,,,carevue,,, +,,,,,42486,pericentesis,,outputevents,10,,,,,carevue,,, +,,,,,42624,paracentesis out,,outputevents,10,,,,,carevue,,, +,,,,,44566,vanco per ostomy,,outputevents,10,Free Form Intake,,,,carevue,,, +,,,,,44705,open chest drainage,,outputevents,10,,,,,carevue,,, +,,,,,44729,JP / Brain,,outputevents,10,,,,,carevue,,, +,,,,,44730,JP #1 R,,outputevents,10,,,,,carevue,,, +,,,,,44731,JP #2 L,,outputevents,10,,,,,carevue,,, +,,,,,44956,RIGHT JP,,outputevents,10,,,,,carevue,,, +,,,,,45356,jp's 1&2,,outputevents,10,,,,,carevue,,, +,,,,,45533,BM26(6cal Neosure),,outputevents,10,Free Form Intake,,,,carevue,,, +,,,,,45617,blood from mouth,,outputevents,10,,,,,carevue,,, +,,,,,45653,Left Arm Drainage.,,outputevents,10,,,,,carevue,,, +,,,,,46466,vac drainage.,,outputevents,10,,,,,carevue,,, +,,,,,46701,Left Chest drng bag,,outputevents,10,,,,,carevue,,, +,,,,,50977,QUINIDINE,,labevents,10,CHEMISTRY,,BLOOD,6694-4,,,, +,,,,,51023,"LD, JOINT FLUID",,labevents,10,CHEMISTRY,,JOINT FLUID,2533-8,,,, +,,,,,51171,CD22,,labevents,10,HEMATOLOGY,,BLOOD,14017-8,,,, +,,,,,51364,YOUNG,,labevents,10,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),,,,, +,,,,,51421,GLYCO A,,labevents,10,HEMATOLOGY,,OTHER BODY FLUID,57430-1,,,, +,,,,,51449,METAMYELOCYTES,,labevents,10,HEMATOLOGY,,PLEURAL,,,,, +,,,,,1845,fingerstick bs,,chartevents,9,,,,,carevue,,, +,,,,,2955,JVO2 SAT,,chartevents,9,,,,,carevue,,, +,,,,,941,urine culture,,chartevents,9,,,,,carevue,,, +,,,,,1077,HAIR WASHED,,chartevents,9,,,,,carevue,,, +,,,,,1316,left foot dressing,,chartevents,9,,,,,carevue,,, +,,,,,1368,dressing changes,,chartevents,9,,,,,carevue,,, +,,,,,1385,NO tank,,chartevents,9,,,,,carevue,,, +,,,,,1613,Pres. Low,,chartevents,9,,,,,carevue,,, +,,,,,1730,RIBAVIRIN RX,,chartevents,9,,,,,carevue,,, +,,,,,1826,lepirudin mg/hr,,chartevents,9,,,,,carevue,,, +,,,,,1904,Qtc,,chartevents,9,,,,,carevue,,, +,,,,,1948,Trache Care,,chartevents,9,,,,,carevue,,, +,,,,,2133,PCV-Delta P,,chartevents,9,,,,,carevue,,, +,,,,,2316,Passy-Muir valve,,chartevents,9,,,,,carevue,,, +,,,,,2340,HIGH EXHALED MIN.VOL,,chartevents,9,,,,,carevue,,, +,,,,,2395,PPN/TPN,,chartevents,9,,,,,carevue,,, +,,,,,2430,AMBU/NS INSTILLATION,,chartevents,9,,,,,carevue,,, +,,,,,2590,HI/Minute/vol/Alarm,,chartevents,9,,,,,carevue,,, +,,,,,2687,AMMONIA,,chartevents,9,,,,,carevue,,, +,,,,,2803,10%alcohl,,chartevents,9,,,,,carevue,,, +,,,,,2824,SHAMPOO,,chartevents,9,,,,,carevue,,, +,,,,,2858,RT ABD GRAFT PULSE,,chartevents,9,,,,,carevue,,, +,,,,,2860,LEG VAC DRSGS,,chartevents,9,,,,,carevue,,, +,,,,,2909,HI/Minute/Vol Alarm,,chartevents,9,,,,,carevue,,, +,,,,,2910,R drain flush,,chartevents,9,,,,,carevue,,, +,,,,,3047,BEDBATH/SHAVED,,chartevents,9,,,,,carevue,,, +,,,,,3135,ATG,,chartevents,9,,,,,carevue,,, +,,,,,3222,logroll,,chartevents,9,,,,,carevue,,, +,,,,,3233,PEG SITE DRESSING,,chartevents,9,,,,,carevue,,, +,,,,,4249,IPV,,chartevents,9,,,,,carevue,,, +,,,,,4391,gentamycin,,chartevents,9,,,,,carevue,,, +,,,,,4448,Erythropoetin SQ,,chartevents,9,,,,,carevue,,, +,,,,,4449,Cardiac consult,,chartevents,9,,,,,carevue,,, +,,,,,4661,Bactoban,,chartevents,9,,,,,carevue,,, +,,,,,4706,initial bath,,chartevents,9,,,,,carevue,,, +,,,,,4816,heprin flush,,chartevents,9,,,,,carevue,,, +,,,,,4842,Nystatin (PO),,chartevents,9,,,,,carevue,,, +,,,,,4860,Myconizole powder,,chartevents,9,,,,,carevue,,, +,,,,,4919,pectus,,chartevents,9,,,,,carevue,,, +,,,,,4946,Myconazole Pdr.,,chartevents,9,,,,,carevue,,, +,,,,,5543,BILI,,chartevents,9,,,,,carevue,,, +,,,,,5620,Abd US,,chartevents,9,,,,,carevue,,, +,,,,,5732,FEMORAL ABP S/D,,chartevents,9,,,,,carevue,,, +,,,,,5843,Neosynephrine drops,,chartevents,9,,,,,carevue,,, +,,,,,5860,Bed side Observer,,chartevents,9,,,,,carevue,,, +,,,,,5933,Triple Abx ointment,,chartevents,9,,,,,carevue,,, +,,,,,6056,right fem sheath,,chartevents,9,,,,,carevue,,, +,,,,,6126,HI press,,chartevents,9,,,,,carevue,,, +,,,,,6153,PERCUSSION VIA BED,,chartevents,9,,,,,carevue,,, +,,,,,6342,P Insp,,chartevents,9,,,,,carevue,,, +,,,,,6344,CUFF PRESS.,,chartevents,9,,,,,carevue,,, +,,,,,6402,TRAIN OF FOUR,,chartevents,9,,,,,carevue,,, +,,,,,6528,Warm hand pack,,chartevents,9,,,,,carevue,,, +,,,,,6578,IR SHEATH ABP,,chartevents,9,,,,,carevue,,, +,,,,,6659,right femoral sheath,,chartevents,9,,,,,carevue,,, +,,,,,6682,INO PRESS,,chartevents,9,,,,,carevue,,, +,,,,,6767,heliox lpm,,chartevents,9,,,,,carevue,,, +,,,,,6807,Triple antibx oint,,chartevents,9,,,,,carevue,,, +,,,,,6831,cool bath,,chartevents,9,,,,,carevue,,, +,,,,,6871,Multi-Podis boots,,chartevents,9,,,,,carevue,,, +,,,,,6873,low MV,,chartevents,9,,,,,carevue,,, +,,,,,6921,isuprel,,chartevents,9,,,,,carevue,,, +,,,,,6982,Bed bath/shaved,,chartevents,9,,,,,carevue,,, +,,,,,7019,Triple anti oint,,chartevents,9,,,,,carevue,,, +,,,,,7081,InExsufflator,,chartevents,9,,,,,carevue,,, +,,,,,7085,driving pr,,chartevents,9,,,,,carevue,,, +,,,,,7093,av fistula,,chartevents,9,,,,,carevue,,, +,,,,,7209,COUGH/DEEP BREATHING,,chartevents,9,,,,,carevue,,, +,,,,,7210,Phenylephrine nose s,,chartevents,9,,,,,carevue,,, +,,,,,7214,prednisolone nosedrp,,chartevents,9,,,,,carevue,,, +,,,,,7221,Protonix mg/hr,,chartevents,9,,,,,carevue,,, +,,,,,7223,Polymyxin B oint,,chartevents,9,,,,,carevue,,, +,,,,,7225,PLow,,chartevents,9,,,,,carevue,,, +,,,,,7286,trache,,chartevents,9,,,,,carevue,,, +,,,,,7300,hairwashed,,chartevents,9,,,,,carevue,,, +,,,,,7318,Gent Eye,,chartevents,9,,,,,carevue,,, +,,,,,7327,Passimier valve,,chartevents,9,,,,,carevue,,, +,,,,,7396,INO TANK,,chartevents,9,,,,,carevue,,, +,,,,,7397,Ace wrap on left fot,,chartevents,9,,,,,carevue,,, +,,,,,7423,Flovent Puffs,,chartevents,9,,,,,carevue,,, +,,,,,7631,Gent ointment,,chartevents,9,,,,,carevue,,, +,,,,,7639,T disconnect,,chartevents,9,,,,,carevue,,, +,,,,,7649,TF residual/J-Tube,,chartevents,9,,,,,carevue,,, +,,,,,7691,Sz Pads,,chartevents,9,,,,,carevue,,, +,,,,,7722,criticaid oint.,,chartevents,9,,,,,carevue,,, +,,,,,7760,Atropine Ointment,,chartevents,9,,,,,carevue,,, +,,,,,7780,LASIX,,chartevents,9,,,,,carevue,,, +,,,,,8060,High NO2,,chartevents,9,,,,,carevue,,, +,,,,,40942,THORACENTESIS,,outputevents,9,,,,,carevue,,, +,,,,,41384,angio out,,outputevents,9,,,,,carevue,,, +,,,,,41725,R paracentesis site,,outputevents,9,,,,,carevue,,, +,,,,,41800,biliary drain latrl,,outputevents,9,,,,,carevue,,, +,,,,,41801,biliary drain medial,,outputevents,9,,,,,carevue,,, +,,,,,42046,L neph tube irrig,,outputevents,9,Free Form Intake,,,,carevue,,, +,,,,,42357,free h20 via ngt,,outputevents,9,Free Form Intake,,,,carevue,,, +,,,,,42388,DIALYSIS OUTPUT,,outputevents,9,,,,,carevue,,, +,,,,,43396,Spit,,outputevents,9,,,,,carevue,,, +,,,,,43477,G Tube Drainage,,outputevents,9,,,,,carevue,,, +,,,,,43529,BM 20 FS NG,,outputevents,9,Free Form Intake,,,,carevue,,, +,,,,,43600,G-tube,,outputevents,9,,,,,carevue,,, +,,,,,43862,PD Out,,outputevents,9,,,,,carevue,,, +,,,,,43881,vaginal drng,,outputevents,9,,,,,carevue,,, +,,,,,44083,Biliary tube flush,,outputevents,9,Free Form Intake,,,,carevue,,, +,,,,,44291,FISTULA,,outputevents,9,,,,,carevue,,, +,,,,,44410,ngt irrigant,,outputevents,9,Free Form Intake,,,,carevue,,, +,,,,,44455,Drain Out #4 JP Lateral,,outputevents,9,,,,,carevue,,, +,,,,,44649,jejunostomy,,outputevents,9,,,,,carevue,,, +,,,,,44879,Pheresis Output,,outputevents,9,,,,,carevue,,, +,,,,,45260,HIP WOUND OUT,,outputevents,9,,,,,carevue,,, +,,,,,46131,Neocate 24 via Jtube,,outputevents,9,Free Form Intake,,,,carevue,,, +,,,,,46241,pancreatic fistula,,outputevents,9,,,,,carevue,,, +,,,,,46678,j tube flush,,outputevents,9,Free Form Intake,,,,carevue,,, +,,,,,46721,Drain Out #5 Hemovac,,outputevents,9,,,,,carevue,,, +,,,,,50888,BLUE TOP HOLD FROZEN,,labevents,9,CHEMISTRY,,BLOOD,,,,, +,,,,,51162,CD16/56 ABSOLUTE COUNT,,labevents,9,HEMATOLOGY,,BLOOD,,,,, +,,,,,51295,TDT,,labevents,9,HEMATOLOGY,,BLOOD,,,,, +,,,,,51322,CD38,,labevents,9,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,51401,CD22,,labevents,9,HEMATOLOGY,,OTHER BODY FLUID,42875-5,,,, +,,,,,51451,MYELOCYTES,,labevents,9,HEMATOLOGY,,PLEURAL,,,,, +,,AaDO2ApacheIIValue,,,226737,AaDO2ApacheIIValue,mmHg,chartevents,9,Scores - APACHE II,,,,metavision,,Numeric, +,,Breast Feed - L (Minutes),,,227645,Breast Feed - L (Minutes),min,chartevents,9,OB-GYN,,,,metavision,,Numeric, +,,Breast Feed - R (Minutes),,,227646,Breast Feed - R (Minutes),min,chartevents,9,OB-GYN,,,,metavision,,Numeric, +,,PHPaCO2Score_ApacheIV,,,227038,PHPaCO2Score_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,,,,6278,fingerstick,,chartevents,8,,,,,carevue,,, +,,Glucose_ApacheIV,,,227015,Glucose_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,GlucoseScore_ApacheIV,,,227016,GlucoseScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,HrScore_ApacheIV,,,227019,HrScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,HtScore_ApacheIV,,,227020,HtScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,RRScore_ApacheIV,,,227051,RRScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,GcsScore_ApacheIV,,,227013,GcsScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,UrineScore_ApacheIV,,,227059,UrineScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Urine output,,,227519,Urine output_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,,,,1111,PEG TUBE DRESSING,,chartevents,8,,,,,carevue,,, +,,,,,1218,rotating bed,,chartevents,8,,,,,carevue,,, +,,,,,1325,vc,,chartevents,8,,,,,carevue,,, +,,,,,1406,L AND R HEEL DRSG,,chartevents,8,,,,,carevue,,, +,,,,,1410,IS,,chartevents,8,,,,,carevue,,, +,,,,,1573,Right Carotid Site,,chartevents,8,,,,,carevue,,, +,,,,,1635,HIGH Resp Rate,,chartevents,8,,,,,carevue,,, +,,,,,1647,coccyx dsg change,,chartevents,8,,,,,carevue,,, +,,,,,1683,Low minute volume,,chartevents,8,,,,,carevue,,, +,,,,,1728,nebulizer,,chartevents,8,,,,,carevue,,, +,,,,,1745,Passey Muir valve,,chartevents,8,,,,,carevue,,, +,,,,,1856,Vecuronium mcg/min,,chartevents,8,,,,,carevue,,, +,,,,,1942,INO Tank Press,,chartevents,8,,,,,carevue,,, +,,,,,2030,automatic tube comp,,chartevents,8,,,,,carevue,,, +,,,,,2198,EPIDURAL,,chartevents,8,,,,,carevue,,, +,,,,,2274,APROTININ U/HR,,chartevents,8,,,,,carevue,,, +,,,,,2296,Precedex (mcg/kg/hr),,chartevents,8,,,,,carevue,,, +,,,,,2628,bivalirudin mg/hr,,chartevents,8,,,,,carevue,,, +,,,,,2714,DO2 INDEX,,chartevents,8,,,,,carevue,,, +,,,,,2715,VO2 INDEX,,chartevents,8,,,,,carevue,,, +,,,,,2774,sjo2,,chartevents,8,,,,,carevue,,, +,,,,,2832,APROTININE,,chartevents,8,,,,,carevue,,, +,,,,,3029,p low,,chartevents,8,,,,,carevue,,, +,,,,,3101,High Minute volume,,chartevents,8,,,,,carevue,,, +,,,,,3115,PCV Total Pressure,,chartevents,8,,,,,carevue,,, +,,,,,3131,Shampoo,,chartevents,8,,,,,carevue,,, +,,,,,3188,neo mcq/kg/min,,chartevents,8,,,,,carevue,,, +,,,,,3271,insp time,,chartevents,8,,,,,carevue,,, +,,,,,4350,PKU,,chartevents,8,,,,,carevue,,, +,,,,,4514,Chromosomes,,chartevents,8,,,,,carevue,,, +,,,,,4588,trach aspirate,,chartevents,8,,,,,carevue,,, +,,,,,4617,Neurology consult,,chartevents,8,,,,,carevue,,, +,,,,,4647,normal saline bolus,,chartevents,8,,,,,carevue,,, +,,,,,4651,BABY BATH,,chartevents,8,,,,,carevue,,, +,,,,,4761,ORL consult,,chartevents,8,,,,,carevue,,, +,,,,,4855,Urine culture,,chartevents,8,,,,,carevue,,, +,,,,,5321,ns bolus,,chartevents,8,,,,,carevue,,, +,,,,,5431,CBG,,chartevents,8,,,,,carevue,,, +,,,,,5470,Pneumogram,,chartevents,8,,,,,carevue,,, +,,,,,5628,head circ.,,chartevents,8,,,,,carevue,,, +,,,,,5660,LYTES,,chartevents,8,,,,,carevue,,, +,,,,,5698,Vi-Day-Lin,,chartevents,8,,,,,carevue,,, +,,,,,5758,MV hi,,chartevents,8,,,,,carevue,,, +,,,,,5783,aprotinen cc/hr,,chartevents,8,,,,,carevue,,, +,,,,,5795,URETERAL STENT.,,chartevents,8,,,,,carevue,,, +,,,,,5796,lochia,,chartevents,8,,,,,carevue,,, +,,,,,5842,Decadron drops,,chartevents,8,,,,,carevue,,, +,,,,,5870,HOME VENT,,chartevents,8,,,,,carevue,,, +,,,,,5899,Triple Antibx Oint,,chartevents,8,,,,,carevue,,, +,,,,,5959,scalp,,chartevents,8,,,,,carevue,,, +,,,,,6038,Pediarix vaccine,,chartevents,8,,,,,carevue,,, +,,,,,6079,Mitrazole powder,,chartevents,8,,,,,carevue,,, +,,,,,6145,Fem Art BP,,chartevents,8,,,,,carevue,,, +,,,,,6259,Tank Pressure (NO),,chartevents,8,,,,,carevue,,, +,,,,,6630,left arm laceration,,chartevents,8,,,,,carevue,,, +,,,,,6750,Bed alarm,,chartevents,8,,,,,carevue,,, +,,,,,6758,ecmo,,chartevents,8,,,,,carevue,,, +,,,,,6768,tank pressure,,chartevents,8,,,,,carevue,,, +,,,,,6774,RSSI #units,,chartevents,8,,,,,carevue,,, +,,,,,6860,SVO2-Presep. cath.,,chartevents,8,,,,,carevue,,, +,,,,,6875,CPAP AMT,,chartevents,8,,,,,carevue,,, +,,,,,6920,Nitric Cylinder[PSI],,chartevents,8,,,,,carevue,,, +,,,,,7524,aprv phigh,,chartevents,8,,,,,carevue,,, +,,,,,40990,PEG TUBE out,,outputevents,8,,,,,carevue,,, +,,,,,41053,"ngt flush,h20",,outputevents,8,Free Form Intake,,,,carevue,,, +,,,,,41257,floor output,,outputevents,8,,,,,carevue,,, +,,,,,41288,Pleural tap,,outputevents,8,,,,,carevue,,, +,,,,,41359,Drain Out #1 Red Rubber,,outputevents,8,,,,,carevue,,, +,,,,,41500,hemodialysis output,,outputevents,8,,,,,carevue,,, +,,,,,41809,HD OUT,,outputevents,8,,,,,carevue,,, +,,,,,42225,baker tube/contrast,,outputevents,8,Free Form Intake,,,,carevue,,, +,,,,,42425,LT PLEURAL CT IRRIG,,outputevents,8,,,,,carevue,,, +,,,,,42695,J TUBE,,outputevents,8,,,,,carevue,,, +,,,,,42837,NGT RESIDUAL,,outputevents,8,,,,,carevue,,, +,,,,,42870,JP RIGHT LEG #1,,outputevents,8,,,,,carevue,,, +,,,,,42873,JP LEFT,,outputevents,8,,,,,carevue,,, +,,,,,43058,G TUBE,,outputevents,8,,,,,carevue,,, +,,,,,43498,BMFSPO + 2 HMF,,outputevents,8,Free Form Intake,,,,carevue,,, +,,,,,43927,Pleural Fluid,,outputevents,8,Free Form Intake,,,,carevue,,, +,,,,,44535,ostomy blding,,outputevents,8,,,,,carevue,,, +,,,,,44567,Hemodialysis.,,outputevents,8,,,,,carevue,,, +,,,,,44895,L CT drainage site,,outputevents,8,,,,,carevue,,, +,,,,,44913,rt para tap site,,outputevents,8,,,,,carevue,,, +,,,,,45501,G-J TUBE GRAVITY DR,,outputevents,8,,,,,carevue,,, +,,,,,45654,abd wd drainage,,outputevents,8,,,,,carevue,,, +,,,,,45703,RLQ pouch,,outputevents,8,,,,,carevue,,, +,,,,,45742,Abd wound drains,,outputevents,8,,,,,carevue,,, +,,,,,45914,Gallbladder drain,,outputevents,8,,,,,carevue,,, +,,,,,46020,drainag/pigtail site,,outputevents,8,,,,,carevue,,, +,,,,,46079,PEG (BAG),,outputevents,8,,,,,carevue,,, +,,,,,46286,left hand pouch,,outputevents,8,,,,,carevue,,, +,,,,,46711,Right arm drains.,,outputevents,8,,,,,carevue,,, +,,,,,50845,"MISCELLANEOUS, ASCITES",,labevents,8,CHEMISTRY,,ASCITES,,,,, +,,,,,50860,"AFP, MATERNAL SCREEN",,labevents,8,CHEMISTRY,,BLOOD,,,,, +,,,,,51153,CD103,,labevents,8,HEMATOLOGY,,BLOOD,,,,, +,,,,,51185,CD5 %,,labevents,8,HEMATOLOGY,,BLOOD,,,,, +,,,,,51186,CD5 ABSOLUTE COUNT,,labevents,8,HEMATOLOGY,,BLOOD,,,,, +,,,,,51409,CD4/CD8 RATIO,,labevents,8,HEMATOLOGY,,OTHER BODY FLUID,18266-7,,,, +,,AgeScore_ApacheIV,,,226980,AgeScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,AlbuminScore_ApacheIV,,,226982,AlbuminScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Apache IV Age,,,226984,Apache IV Age,years,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,ApacheIV_Mortality prediction,,,226994,ApacheIV_Mortality prediction,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,ApacheIV_Natural antilog,,,226995,ApacheIV_Natural antilog,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,APS,,,226996,APS,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,BiliScore_ApacheIV,,,226999,BiliScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,BUN_ApacheIV,,,227000,BUN_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,BunScore_ApacheIV,,,227001,BunScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,ChronicScore_ApacheIV,,,227004,ChronicScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Creatinine_ApacheIV,,,227005,Creatinine_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,CreatScore_ApacheIV,,,227006,CreatScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Hematocrit_ApacheIV,,,227017,Hematocrit_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Intubated_ApacheIV,,,227021,Intubated_ApacheIV,,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Checkbox, +,,MapScore_ApacheIV,,,227024,MapScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,OxygenScore_ApacheIV,,,227035,OxygenScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Sodium_ApacheIV,,,227052,Sodium_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,SodiumScore_ApacheIV,,,227053,SodiumScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,TempScore_ApacheIV,,,227055,TempScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Use A-aDO2,,,227060,Use A-aDO2,,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Checkbox, +,,WBC_ApacheIV,,,227062,WBC_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,WBCScore_ApacheIV,,,227063,WBCScore_ApacheIV,None,chartevents,8,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Procan,,,227458,Procan,None,chartevents,8,Labs,,,,metavision,,Numeric with tag, +,,Procan Napa,,,227459,Procan Napa,None,chartevents,8,Labs,,,,metavision,,Numeric with tag, +,,ABI Ankle BP L,,,228145,ABI Ankle BP L,mmHg,chartevents,8,IABP,,,,metavision,,Numeric, +,,Bilirubin_ApacheIV,,,226998,Bilirubin_ApacheIV,None,chartevents,7,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,,,,6149,PeCO2,,chartevents,7,,,,,carevue,,, +,,HR_ApacheIV,,,227018,HR_ApacheIV,bpm,chartevents,7,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,,,,7459,Ph,,chartevents,7,,,,,carevue,,, +,,RR_ApacheIV,,,227050,RR_ApacheIV,insp/min,chartevents,7,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,,,,2574,MVO2 SAT,,chartevents,7,,,,,carevue,,, +,,TemperatureF_ApacheIV,,,227054,TemperatureF_ApacheIV,?F,chartevents,7,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,,,,42810,angio urine out,,outputevents,7,,,,,carevue,,, +,,,,,43537,urine o/p,,outputevents,7,,,,,carevue,,, +,,,,,132,Compliance-Corrected,,chartevents,7,,,,,carevue,,, +,,,,,782,Bleeding Time,,chartevents,7,Coags,,,,carevue,,, +,,,,,1037,O2 %,,chartevents,7,,,,,carevue,,, +,,,,,1134,pad change,,chartevents,7,,,,,carevue,,, +,,,,,1200,High MAP Alarm,,chartevents,7,,,,,carevue,,, +,,,,,1201,Low MAP alarm,,chartevents,7,,,,,carevue,,, +,,,,,1205,HFO Amplitude deta P,,chartevents,7,,,,,carevue,,, +,,,,,1207,HFO Hz:,,chartevents,7,,,,,carevue,,, +,,,,,1417,L&R DECUB DRSG CHGE,,chartevents,7,,,,,carevue,,, +,,,,,1470,drsgs change,,chartevents,7,,,,,carevue,,, +,,,,,1584,T hi,,chartevents,7,,,,,carevue,,, +,,,,,1620,L foot CSM check,,chartevents,7,,,,,carevue,,, +,,,,,1820,alcohol bath,,chartevents,7,,,,,carevue,,, +,,,,,1883,Spont Minute vols,,chartevents,7,,,,,carevue,,, +,,,,,1886,dextrose,,chartevents,7,,,,,carevue,,, +,,,,,1932,1. Nausea and Vomit.,,chartevents,7,,,,,carevue,,, +,,,,,1933,2.Tremor,,chartevents,7,,,,,carevue,,, +,,,,,1934,3.Paroxysmal Sweats,,chartevents,7,,,,,carevue,,, +,,,,,1935,4. Anxiety,,chartevents,7,,,,,carevue,,, +,,,,,1936,5. Auditory Disturb.,,chartevents,7,,,,,carevue,,, +,,,,,1937,6. Agitation,,chartevents,7,,,,,carevue,,, +,,,,,1938,7. Tactile Disturb.,,chartevents,7,,,,,carevue,,, +,,,,,1939,8. Visual Disturb.,,chartevents,7,,,,,carevue,,, +,,,,,1940,9. H/A Head fullness,,chartevents,7,,,,,carevue,,, +,,,,,2118,I.T,,chartevents,7,,,,,carevue,,, +,,,,,2538,STUDY DRUG,,chartevents,7,,,,,carevue,,, +,,,,,2546,CISATRACURIUMMG/KG/H,,chartevents,7,,,,,carevue,,, +,,,,,2776,SV,,chartevents,7,,,,,carevue,,, +,,,,,2869,PORK INSULIN U/HR,,chartevents,7,,,,,carevue,,, +,,,,,2919,ABDOMINAL GIRTH,,chartevents,7,,,,,carevue,,, +,,,,,2946,APPROTININ CC/HR,,chartevents,7,,,,,carevue,,, +,,,,,3005,Aprotiinin ml/hr,,chartevents,7,,,,,carevue,,, +,,,,,3064,DISCONNECT ALARM,,chartevents,7,,,,,carevue,,, +,,,,,4321,Glycerine,,chartevents,7,,,,,carevue,,, +,,,,,4420,Narcan,,chartevents,7,,,,,carevue,,, +,,,,,4532,Indomethacin,,chartevents,7,,,,,carevue,,, +,,,,,4902,neuro consult,,chartevents,7,,,,,carevue,,, +,,,,,4970,NS bolus,,chartevents,7,,,,,carevue,,, +,,,,,5434,"lytes,bili",,chartevents,7,,,,,carevue,,, +,,,,,5663,hepatitis B vaccine,,chartevents,7,,,,,carevue,,, +,,,,,5701,TriViSol,,chartevents,7,,,,,carevue,,, +,,,,,5720,TOTAL BATH,,chartevents,7,,,,,carevue,,, +,,,,,5800,mushroom catheter,,chartevents,7,,,,,carevue,,, +,,,,,5809,foely,,chartevents,7,,,,,carevue,,, +,,,,,5856,icp,,chartevents,7,,,,,carevue,,, +,,,,,5900,Xeroform Dsg,,chartevents,7,,,,,carevue,,, +,,,,,5902,yi MV,,chartevents,7,,,,,carevue,,, +,,,,,5924,Afrin Nasal Drops,,chartevents,7,,,,,carevue,,, +,,,,,5942,HIGH VT,,chartevents,7,,,,,carevue,,, +,,,,,5988,AV Fistula Thrill,,chartevents,7,,,,,carevue,,, +,,,,,6023,AV FISTULA,,chartevents,7,,,,,carevue,,, +,,,,,6041,hi Ve,,chartevents,7,,,,,carevue,,, +,,,,,6072,vision fields,,chartevents,7,,,,,carevue,,, +,,,,,6075,Hep Flush 10U/cc,,chartevents,7,,,,,carevue,,, +,,,,,6109,EEG run,,chartevents,7,,,,,carevue,,, +,,,,,6119,caffeine load,,chartevents,7,,,,,carevue,,, +,,,,,6148,Valproic acid,,chartevents,7,,,,,carevue,,, +,,,,,6150,GT care,,chartevents,7,,,,,carevue,,, +,,,,,6182,jt flush 20cc q 8 hs,,chartevents,7,,,,,carevue,,, +,,,,,6200,foley changed,,chartevents,7,,,,,carevue,,, +,,,,,6217,phenylephrine nasal,,chartevents,7,,,,,carevue,,, +,,,,,6219,Breast Pump,,chartevents,7,,,,,carevue,,, +,,,,,6243,tri abx ointment,,chartevents,7,,,,,carevue,,, +,,,,,6256,Platelet Count,,chartevents,7,,,,,carevue,,, +,,,,,6316,vac canister change,,chartevents,7,,,,,carevue,,, +,,,,,7133,abd pressure,,chartevents,7,,,,,carevue,,, +,,,,,7341,Vasopressin u/hr,,chartevents,7,,,,,carevue,,, +,,,,,7460,Pl,,chartevents,7,,,,,carevue,,, +,,,,,7461,Th,,chartevents,7,,,,,carevue,,, +,,,,,7462,Tl,,chartevents,7,,,,,carevue,,, +,,,,,7486,CUFF P.,,chartevents,7,,,,,carevue,,, +,,,,,7532,T high,,chartevents,7,,,,,carevue,,, +,,,,,7647,set min. vent,,chartevents,7,,,,,carevue,,, +,,,,,7847,SVR/PVR ratio,,chartevents,7,,,,,carevue,,, +,,,,,7892,ecmp pump flow,,chartevents,7,,,,,carevue,,, +,,,,,7901,T Disconnect,,chartevents,7,,,,,carevue,,, +,,,,,7920,humalog insulin pump,,chartevents,7,,,,,carevue,,, +,,,,,8149,pedi ngt,,chartevents,7,,,,,carevue,,, +,,,,,8357,Sigh Peep,,chartevents,7,,,,,carevue,,, +,,,,,40427,EMESIS,,outputevents,7,,,,,carevue,,, +,,,,,40612,cath lab out,,outputevents,7,,,,,carevue,,, +,,,,,41772,thorocentesis,,outputevents,7,,,,,carevue,,, +,,,,,41839,Drain Out #2 Rt Nephrostomy,,outputevents,7,,,,,carevue,,, +,,,,,42128,ANGIO OUT,,outputevents,7,,,,,carevue,,, +,,,,,42190,JP POUCH SITE,,outputevents,7,,,,,carevue,,, +,,,,,43048,IRRIGAGANT OUT,,outputevents,7,,,,,carevue,,, +,,,,,43239,Portagen NGT,,outputevents,7,Free Form Intake,,,,carevue,,, +,,,,,43345,BMFSNG + 4HMF,,outputevents,7,Free Form Intake,,,,carevue,,, +,,,,,43408,Rectal tube,,outputevents,7,,,,,carevue,,, +,,,,,44034,Pseudocyst drain,,outputevents,7,,,,,carevue,,, +,,,,,44065,jp left abdomen,,outputevents,7,,,,,carevue,,, +,,,,,44067,jp right abdomen,,outputevents,7,,,,,carevue,,, +,,,,,44671,OR NGT,,outputevents,7,,,,,carevue,,, +,,,,,45055,BM22 NG,,outputevents,7,Free Form Intake,,,,carevue,,, +,,,,,45144,pd fluid out,,outputevents,7,,,,,carevue,,, +,,,,,45760,BM24 w/neosure NG,,outputevents,7,Free Form Intake,,,,carevue,,, +,,,,,45822,Vent drain,,outputevents,7,,,,,carevue,,, +,,,,,45844,vaginal fistula,,outputevents,7,,,,,carevue,,, +,,,,,46309,Drain Out #7 Wound Vac,,outputevents,7,,,,,carevue,,, +,,,,,46399,Drain Out #3 JP Medial,,outputevents,7,,,,,carevue,,, +,,,,,46503,BM via g-tube,,outputevents,7,Free Form Intake,,,,carevue,,, +,,,,,46551,Wrist/groin drain,,outputevents,7,,,,,carevue,,, +,,,,,46657,Right femoral Drain,,outputevents,7,,,,,carevue,,, +,,,,,50858,ACID PHOSPHATASE,,labevents,7,CHEMISTRY,,BLOOD,1715-2,,,, +,,,,,50947,I,,labevents,7,CHEMISTRY,,BLOOD,,,,, +,,,,,51056,"MISCELLANEOUS, PLEURAL",,labevents,7,CHEMISTRY,,PLEURAL,,,,, +,,,,,51468,CALCIUM CARBONATE CRYSTALS,,labevents,7,HEMATOLOGY,,URINE,5773-7,,,, +,,Penrose #2,,,226624,Penrose #2,mL,outputevents,7,Drains,,,,metavision,,Numeric, +,,Chronic Dilaysis,,,226750,Chronic Dilaysis,,chartevents,7,Scores - APACHE IV (2),,,,metavision,,Checkbox, +,,Apache IV PaFiRatio,,,226990,Apache IV PaFiRatio,None,chartevents,7,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,CABG Patient,,,227002,CABG Patient,,chartevents,7,Scores - APACHE IV (2),,,,metavision,,Checkbox, +,,Diabetes,,,227007,Diabetes,,chartevents,7,Scores - APACHE IV (2),,,,metavision,,Checkbox, +,,LOS pre-ICU admission,,,227022,LOS pre-ICU admission,None,chartevents,7,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,MAP_ApacheIV,,,227023,MAP_ApacheIV,mmHg,chartevents,7,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Ventilated at any time during ICU Day 1,,,227061,Ventilated at any time during ICU Day 1,,chartevents,7,Scores - APACHE IV,,,,metavision,,Checkbox, +,,ABI Brachial BP R,,,228146,ABI Brachial BP R,mmHg,chartevents,7,IABP,,,,metavision,,Numeric, +,,,,,2981,FiO2,,chartevents,6,,,,,carevue,,, +,,,,,1817,ETCO2,,chartevents,6,,,,,carevue,,, +,,,,,1206,HFO FIO2:,,chartevents,6,,,,,carevue,,, +,,,,,5955,Analyzed INOV FiO2,,chartevents,6,,,,,carevue,,, +,,FiO2_ApacheIV,,,227010,FiO2_ApacheIV,%,chartevents,6,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,,,,42042,ANGIO URINE OUT,,outputevents,6,,,,,carevue,,, +,,,,,42119,urine output-angio,,outputevents,6,,,,,carevue,,, +,,,,,42676,ANGIO URINE OUTPUT,,outputevents,6,,,,,carevue,,, +,,,,,43462,urine,,outputevents,6,,,,,carevue,,, +,,,,,43654,urine o/p cc/kg/hr,,outputevents,6,,,,,carevue,,, +,,,,,43966,real urine output,,outputevents,6,,,,,carevue,,, +,,,,,1055,Hi/Minute/vol/alarm,,chartevents,6,,,,,carevue,,, +,,,,,1110,drsg change,,chartevents,6,,,,,carevue,,, +,,,,,1190,natrecor mcg/kg/min,,chartevents,6,,,,,carevue,,, +,,,,,1208,HFO max pres. alarm,,chartevents,6,,,,,carevue,,, +,,,,,1209,HFO mean airway Pres,,chartevents,6,,,,,carevue,,, +,,,,,1210,HFO min. pres. alarm,,chartevents,6,,,,,carevue,,, +,,,,,1462,wrist restraints,,chartevents,6,,,,,carevue,,, +,,,,,1478,pericard drain irr.,,chartevents,6,,,,,carevue,,, +,,,,,1493,LAVAGE,,chartevents,6,,,,,carevue,,, +,,,,,1505,Palmer Pulses R/L,,chartevents,6,,,,,carevue,,, +,,,,,1554,nephr. tubes irrig.,,chartevents,6,,,,,carevue,,, +,,,,,1607,Disconnect alarm,,chartevents,6,,,,,carevue,,, +,,,,,1638,cortisol,,chartevents,6,,,,,carevue,,, +,,,,,1642,Brachial Site,,chartevents,6,,,,,carevue,,, +,,,,,1643,Brachial Site Appear,,chartevents,6,,,,,carevue,,, +,,,,,1644,Brachial Site Dressi,,chartevents,6,,,,,carevue,,, +,,,,,1661,Bed alarms on,,chartevents,6,,,,,carevue,,, +,,,,,1717,tPA mg/hr,,chartevents,6,,,,,carevue,,, +,,,,,1768,nasal cannula,,chartevents,6,,,,,carevue,,, +,,,,,2040,PLOW,,chartevents,6,,,,,carevue,,, +,,,,,2041,THIGH,,chartevents,6,,,,,carevue,,, +,,,,,2050,Low MV,,chartevents,6,,,,,carevue,,, +,,,,,2069,hi tidal volume,,chartevents,6,,,,,carevue,,, +,,,,,2092,T deconnect,,chartevents,6,,,,,carevue,,, +,,,,,2114,Assess Peak Flow,,chartevents,6,,,,,carevue,,, +,,,,,2378,epidural,,chartevents,6,,,,,carevue,,, +,,,,,2486,mask,,chartevents,6,,,,,carevue,,, +,,,,,2652,APROTANIN,,chartevents,6,,,,,carevue,,, +,,,,,2711,qtc interval,,chartevents,6,,,,,carevue,,, +,,,,,2838,HALDOL MG IVP,,chartevents,6,,,,,carevue,,, +,,,,,2879,Prostaglandin m/k/mn,,chartevents,6,,,,,carevue,,, +,,,,,2925,flow trigger,,chartevents,6,,,,,carevue,,, +,,,,,3078,alarm/high minute vl,,chartevents,6,,,,,carevue,,, +,,,,,3121,himv,,chartevents,6,,,,,carevue,,, +,,,,,3217,Abd binder,,chartevents,6,,,,,carevue,,, +,,,,,3218,TCPCV Driving Press.,,chartevents,6,,,,,carevue,,, +,,,,,3270,aprotinin ml/hr,,chartevents,6,,,,,carevue,,, +,,,,,4369,thoracentesis,,chartevents,6,,,,,carevue,,, +,,,,,4501,DOPAMINE DRIP,,chartevents,6,,,,,carevue,,, +,,,,,4783,picc placement,,chartevents,6,,,,,carevue,,, +,,,,,5579,Nitric [PSIG],,chartevents,6,,,,,carevue,,, +,,,,,5666,EDEMA,,chartevents,6,,,,,carevue,,, +,,,,,5682,Neosynephrine gtts,,chartevents,6,,,,,carevue,,, +,,,,,5797,L FEM ALINE,,chartevents,6,,,,,carevue,,, +,,,,,5857,aterial line,,chartevents,6,,,,,carevue,,, +,,,,,5859,left eye,,chartevents,6,,,,,carevue,,, +,,,,,5920,passymuir valve,,chartevents,6,,,,,carevue,,, +,,,,,5953,CRITICAID,,chartevents,6,,,,,carevue,,, +,,,,,5971,"LYTES,BILI",,chartevents,6,,,,,carevue,,, +,,,,,6028,abdominal girth,,chartevents,6,,,,,carevue,,, +,,,,,6034,EPOGEN,,chartevents,6,,,,,carevue,,, +,,,,,6073,MV HI,,chartevents,6,,,,,carevue,,, +,,,,,6118,NYSTATIN OINTMENT,,chartevents,6,,,,,carevue,,, +,,,,,6130,Hi min vent,,chartevents,6,,,,,carevue,,, +,,,,,6168,hi VE,,chartevents,6,,,,,carevue,,, +,,,,,6252,Abdominal U/S,,chartevents,6,,,,,carevue,,, +,,,,,6289,spontaneous vt,,chartevents,6,,,,,carevue,,, +,,,,,6423,Octreotide mcg/hr,,chartevents,6,,,,,carevue,,, +,,,,,6635,Aprotinin ml/hr,,chartevents,6,,,,,carevue,,, +,,,,,6653,femoral abp mean,,chartevents,6,,,,,carevue,,, +,,,,,6810,APNEA sec,,chartevents,6,,,,,carevue,,, +,,,,,6943,LOW PEEP,,chartevents,6,,,,,carevue,,, +,,,,,6944,LOW PRESSURE,,chartevents,6,,,,,carevue,,, +,,,,,6945,LOW VT,,chartevents,6,,,,,carevue,,, +,,,,,6987,bladder pse.,,chartevents,6,,,,,carevue,,, +,,,,,7170,T deconn,,chartevents,6,,,,,carevue,,, +,,,,,7234,t-low,,chartevents,6,,,,,carevue,,, +,,,,,7235,Drivng press,,chartevents,6,,,,,carevue,,, +,,,,,7689,trach tube mark,,chartevents,6,,,,,carevue,,, +,,,,,7802,high peep,,chartevents,6,,,,,carevue,,, +,,,,,7908,T-disconnect,,chartevents,6,,,,,carevue,,, +,,,,,8218,left icp,,chartevents,6,,,,,carevue,,, +,,,,,8310,NO Tank PSI,,chartevents,6,,,,,carevue,,, +,,,,,8342,rituximab,,chartevents,6,,,,,carevue,,, +,,,,,40637,ngt meds,,outputevents,6,Free Form Intake,,,,carevue,,, +,,,,,41102,BILIARY DRAIN,,outputevents,6,,,,,carevue,,, +,,,,,41177,Nephrostomy drain,,outputevents,6,Free Form Intake,,,,carevue,,, +,,,,,41519,RIGHT GROIN POUCH,,outputevents,6,,,,,carevue,,, +,,,,,41592,gall drain flush,,outputevents,6,Free Form Intake,,,,carevue,,, +,,,,,42700,R NEPHROSTOMY TUBE,,outputevents,6,,,,,carevue,,, +,,,,,42701,Drain Out #4 Tap,,outputevents,6,,,,,carevue,,, +,,,,,42817,med drainage bag,,outputevents,6,,,,,carevue,,, +,,,,,42987,T-TUBE,,outputevents,6,,,,,carevue,,, +,,,,,43491,SPIT,,outputevents,6,,,,,carevue,,, +,,,,,43634,abdominal drain,,outputevents,6,,,,,carevue,,, +,,,,,43830,Gastric aspirate,,outputevents,6,,,,,carevue,,, +,,,,,44004,JP DRAIN,,outputevents,6,,,,,carevue,,, +,,,,,44066,jp left breast,,outputevents,6,,,,,carevue,,, +,,,,,44068,jp right breast,,outputevents,6,,,,,carevue,,, +,,,,,44940,fem. & abd. drainage,,outputevents,6,,,,,carevue,,, +,,,,,44984,peritoneal tap,,outputevents,6,,,,,carevue,,, +,,,,,45190,Drain Out #2 Red Rubber,,outputevents,6,,,,,carevue,,, +,,,,,45840,Peritoneal drain,,outputevents,6,,,,,carevue,,, +,,,,,45850,BM + thick-it,,outputevents,6,Free Form Intake,,,,carevue,,, +,,,,,45883,chest tube #3,,outputevents,6,,,,,carevue,,, +,,,,,46121,JP #3+#4,,outputevents,6,,,,,carevue,,, +,,,,,46182,Thoracen. Drain #2,,outputevents,6,,,,,carevue,,, +,,,,,46208,drainage left arm,,outputevents,6,,,,,carevue,,, +,,,,,46350,Siloh Drainage,,outputevents,6,,,,,carevue,,, +,,,,,46394,Peritoneal dialysis,,outputevents,6,,,,,carevue,,, +,,,,,46556,groin drain,,outputevents,6,,,,,carevue,,, +,,,,,46733,JP #3,,outputevents,6,,,,,carevue,,, +,,,,,46755,LLE Drainage bag,,outputevents,6,,,,,carevue,,, +,,,,,50934,H,,labevents,6,CHEMISTRY,,BLOOD,,,,, +,,,,,50936,"HCG, MATERNAL SCREEN",,labevents,6,CHEMISTRY,,BLOOD,,,,, +,,,,,50959,MACRO PROLACTIN,,labevents,6,CHEMISTRY,,BLOOD,,,,, +,,,,,51004,"UE3, MATERNAL SCREEN",,labevents,6,CHEMISTRY,,BLOOD,,,,, +,,,,,51048,"BICARBONATE, PLEURAL",,labevents,6,CHEMISTRY,,PLEURAL,54361-1,,,, +,,,,,51119,METAMYELOCYTES,,labevents,6,HEMATOLOGY,,ASCITES,,,,, +,,,,,51253,MONOCYTE COUNT,,labevents,6,HEMATOLOGY,,BLOOD,26484-6,,,, +,,,,,51285,"RETICULOCYTE, CELLULAR HEMOGLOBIN",,labevents,6,HEMATOLOGY,,BLOOD,,,,, +,,,,,51318,CD25,,labevents,6,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,51403,CD25,,labevents,6,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,51432,MYELOCYTES,,labevents,6,HEMATOLOGY,,OTHER BODY FLUID,17800-4,,,, +,,,,,51533,WBCP,,labevents,6,HEMATOLOGY,,BLOOD,,,,, +,,VAD Beat Rate L,,,224363,VAD Beat Rate L,bpm,chartevents,6,Hemodynamics,,,,metavision,,Numeric, +,,Impella Catheter Position,,,228162,Impella Catheter Position,cm,chartevents,6,Access Lines - Invasive,,,,metavision,,Numeric, +,,Alsius Bath Temp,,,228392,Alsius Bath Temp,?C,chartevents,6,Treatments,,,,metavision,,Numeric, +,,,,,5410,Post ductal sat,,chartevents,5,,,,,carevue,,, +,,,,,2772,SJ CO2,,chartevents,5,,,,,carevue,,, +,,PCO2_ApacheIV,,,227036,PCO2_ApacheIV,None,chartevents,5,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,,,,1310,FINGERSTICK GLUCOSE.,,chartevents,5,,,,,carevue,,, +,,,,,1455,fingerstick glucose,,chartevents,5,,,,,carevue,,, +,,PH_ApacheIV,,,227037,PH_ApacheIV,None,chartevents,5,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,,,,7884,RR,,chartevents,5,,,,,carevue,,, +,,,,,42362,CATH LAB URINE OUTPT,,outputevents,5,,,,,carevue,,, +,,,,,43365,urine output/kg/hr,,outputevents,5,,,,,carevue,,, +,,,,,43380,urine outpt cc/kg/hr,,outputevents,5,,,,,carevue,,, +,,,,,531,Peak Flow % (pred),,chartevents,5,,,,,carevue,,, +,,,,,794,Differential-Atyps,,chartevents,5,Hematology,,,,carevue,,, +,,,,,819,Lidocaine,,chartevents,5,Drug Level,,,,carevue,,, +,,,,,1221,RAD. ALINE,,chartevents,5,,,,,carevue,,, +,,,,,1312,abductor pillow,,chartevents,5,,,,,carevue,,, +,,,,,1326,chest tube drsgs.,,chartevents,5,,,,,carevue,,, +,,,,,1370,Demerol,,chartevents,5,,,,,carevue,,, +,,,,,1389,egg crate,,chartevents,5,,,,,carevue,,, +,,,,,1416,picc,,chartevents,5,,,,,carevue,,, +,,,,,1449,Arterial BP(Rad),,chartevents,5,,,,,carevue,,, +,,,,,1469,LLE circumference,,chartevents,5,,,,,carevue,,, +,,,,,1497,High Vent Alarm,,chartevents,5,,,,,carevue,,, +,,,,,1501,FOLEY CLAMPED,,chartevents,5,,,,,carevue,,, +,,,,,1549,liperudin,,chartevents,5,,,,,carevue,,, +,,,,,1583,P lo,,chartevents,5,,,,,carevue,,, +,,,,,1585,T lo,,chartevents,5,,,,,carevue,,, +,,,,,1592,Left Arm Girth (cm),,chartevents,5,,,,,carevue,,, +,,,,,1618,high tidal vol,,chartevents,5,,,,,carevue,,, +,,,,,1626,CPT/VEST,,chartevents,5,,,,,carevue,,, +,,,,,1646,RLE drsg change,,chartevents,5,,,,,carevue,,, +,,,,,1656,Press Low,,chartevents,5,,,,,carevue,,, +,,,,,1657,Pressw High,,chartevents,5,,,,,carevue,,, +,,,,,1664,Low exhaled min vol,,chartevents,5,,,,,carevue,,, +,,,,,1713,Dexmedetomine HCl,,chartevents,5,,,,,carevue,,, +,,,,,1740,R rad pulse,,chartevents,5,,,,,carevue,,, +,,,,,1785,bed alarm on,,chartevents,5,,,,,carevue,,, +,,,,,1852,ETT rotation,,chartevents,5,,,,,carevue,,, +,,,,,1941,Total CIWA,,chartevents,5,,,,,carevue,,, +,,,,,2112,continuous C.O,,chartevents,5,,,,,carevue,,, +,,,,,2135,CCO CI,,chartevents,5,,,,,carevue,,, +,,,,,2367,HI LOW NEB,,chartevents,5,,,,,carevue,,, +,,,,,2404,.45%ns,,chartevents,5,,,,,carevue,,, +,,,,,2570,valproic acid,,chartevents,5,,,,,carevue,,, +,,,,,2657,SOLUMEDROL CC/H,,chartevents,5,,,,,carevue,,, +,,,,,2659,Camino CPP,,chartevents,5,,,,,carevue,,, +,,,,,2661,ALCOHOL 5% DRIP G/HR,,chartevents,5,,,,,carevue,,, +,,,,,2673,aprotanin,,chartevents,5,,,,,carevue,,, +,,,,,2750,NS w/20kcl,,chartevents,5,,,,,carevue,,, +,,,,,2775,sjph,,chartevents,5,,,,,carevue,,, +,,,,,2929,sputum culture,,chartevents,5,,,,,carevue,,, +,,,,,2998,Vt,,chartevents,5,,,,,carevue,,, +,,,,,3049,spont Ve,,chartevents,5,,,,,carevue,,, +,,,,,3079,high volume,,chartevents,5,,,,,carevue,,, +,,,,,3175,BEAR HUGGER,,chartevents,5,,,,,carevue,,, +,,,,,4472,Hep B immunization,,chartevents,5,,,,,carevue,,, +,,,,,4672,Head Circ.,,chartevents,5,,,,,carevue,,, +,,,,,5051,CAFFEINE BOLUS,,chartevents,5,,,,,carevue,,, +,,,,,5192,Cardiology Consult,,chartevents,5,,,,,carevue,,, +,,,,,5333,saline flush,,chartevents,5,,,,,carevue,,, +,,,,,5353,type and coombs,,chartevents,5,,,,,carevue,,, +,,,,,5469,lytes and bili,,chartevents,5,,,,,carevue,,, +,,,,,5560,Coccyx drsg change,,chartevents,5,,,,,carevue,,, +,,,,,5564,bed alarms,,chartevents,5,,,,,carevue,,, +,,,,,5716,bed exit alarm,,chartevents,5,,,,,carevue,,, +,,,,,5775,Decadron nose drops,,chartevents,5,,,,,carevue,,, +,,,,,5847,MV Hi,,chartevents,5,,,,,carevue,,, +,,,,,5894,perit/bladder pressu,,chartevents,5,,,,,carevue,,, +,,,,,5926,right arm sling,,chartevents,5,,,,,carevue,,, +,,,,,5928,circumcison site,,chartevents,5,,,,,carevue,,, +,,,,,6006,peripad,,chartevents,5,,,,,carevue,,, +,,,,,6090,neosynepherin,,chartevents,5,,,,,carevue,,, +,,,,,6127,LO Press,,chartevents,5,,,,,carevue,,, +,,,,,6128,time High,,chartevents,5,,,,,carevue,,, +,,,,,6129,time Lo,,chartevents,5,,,,,carevue,,, +,,,,,6132,Calcium gluconate,,chartevents,5,,,,,carevue,,, +,,,,,6144,ABD BINDR/THIGH HI'S,,chartevents,5,,,,,carevue,,, +,,,,,6147,APNEA INT.,,chartevents,5,,,,,carevue,,, +,,,,,6178,Pediatrix,,chartevents,5,,,,,carevue,,, +,,,,,6188,Left Arm Massage,,chartevents,5,,,,,carevue,,, +,,,,,6255,VAsopressin 0.04 s,,chartevents,5,,,,,carevue,,, +,,,,,6261,Vanco level,,chartevents,5,,,,,carevue,,, +,,,,,6264,high NO alarm,,chartevents,5,,,,,carevue,,, +,,,,,6265,high NO2 alarm,,chartevents,5,,,,,carevue,,, +,,,,,6266,Low NO alarm,,chartevents,5,,,,,carevue,,, +,,,,,6270,Thigh Tourniquet,,chartevents,5,,,,,carevue,,, +,,,,,6489,auto-peep,,chartevents,5,,,,,carevue,,, +,,,,,6819,drive p,,chartevents,5,,,,,carevue,,, +,,,,,6859,Insp press mius PEEP,,chartevents,5,,,,,carevue,,, +,,,,,6870,Pedal edema,,chartevents,5,,,,,carevue,,, +,,,,,6931,ECMO Flow L/min,,chartevents,5,,,,,carevue,,, +,,,,,6933,exh. vt,,chartevents,5,,,,,carevue,,, +,,,,,6952,Aprotinen,,chartevents,5,,,,,carevue,,, +,,,,,7020,P-HI (APRV),,chartevents,5,,,,,carevue,,, +,,,,,7021,P-LO (APRV),,chartevents,5,,,,,carevue,,, +,,,,,7022,T-HI (APRV),,chartevents,5,,,,,carevue,,, +,,,,,7023,T-LO (APRV),,chartevents,5,,,,,carevue,,, +,,,,,7043,LUA AV fistula,,chartevents,5,,,,,carevue,,, +,,,,,7182,thigh circ,,chartevents,5,,,,,carevue,,, +,,,,,7263,Driving Press,,chartevents,5,,,,,carevue,,, +,,,,,7421,disconect alarm,,chartevents,5,,,,,carevue,,, +,,,,,7798,Helioox nrb flow,,chartevents,5,,,,,carevue,,, +,,,,,7803,low peep,,chartevents,5,,,,,carevue,,, +,,,,,8287,trach press,,chartevents,5,,,,,carevue,,, +,,,,,40101,Drain Out #4 Penrose,,outputevents,5,,,,,carevue,,, +,,,,,40891,Pleural fluid,,outputevents,5,,,,,carevue,,, +,,,,,40930,right hand drainage,,outputevents,5,,,,,carevue,,, +,,,,,41486,pleural tap out,,outputevents,5,,,,,carevue,,, +,,,,,41509,PLEURAL FLUID,,outputevents,5,,,,,carevue,,, +,,,,,41546,paracentesis fluid,,outputevents,5,,,,,carevue,,, +,,,,,41722,vomitus,,outputevents,5,,,,,carevue,,, +,,,,,41802,right thoracentesis,,outputevents,5,,,,,carevue,,, +,,,,,41847,l pleural tap,,outputevents,5,,,,,carevue,,, +,,,,,42032,EXCESS PD OUTPUT,,outputevents,5,,,,,carevue,,, +,,,,,42386,PEG DRAINAGE,,outputevents,5,Free Form Intake,,,,carevue,,, +,,,,,42419,(R) Fem drain bag,,outputevents,5,,,,,carevue,,, +,,,,,42476,ostomy drainage,,outputevents,5,,,,,carevue,,, +,,,,,42578,CONTRAST VIA NGT,,outputevents,5,Free Form Intake,,,,carevue,,, +,,,,,42597,left neck jp,,outputevents,5,,,,,carevue,,, +,,,,,42598,right neck jp,,outputevents,5,,,,,carevue,,, +,,,,,42772,pleural fluid right,,outputevents,5,,,,,carevue,,, +,,,,,42850,LEFT SUBDURAL DRAIN,,outputevents,5,,,,,carevue,,, +,,,,,42851,RIGHT SUBDURAL DRAIN,,outputevents,5,,,,,carevue,,, +,,,,,42936,CT R. pleural #3,,outputevents,5,,,,,carevue,,, +,,,,,43001,F6 JP OUTPUT,,outputevents,5,,,,,carevue,,, +,,,,,43653,ostomy cc/kg/hr,,outputevents,5,,,,,carevue,,, +,,,,,43695,Drain Out #5 JP Lateral,,outputevents,5,,,,,carevue,,, +,,,,,43737,IMPACT WITHOUT FIBER,,outputevents,5,Free Form Intake,,,,carevue,,, +,,,,,43892,ngt residual,,outputevents,5,,,,,carevue,,, +,,,,,43914,PEG tube,,outputevents,5,,,,,carevue,,, +,,,,,44003,floor out,,outputevents,5,,,,,carevue,,, +,,,,,44062,Drain Out #3 Davol,,outputevents,5,,,,,carevue,,, +,,,,,44063,Drain Out #4 Davol,,outputevents,5,,,,,carevue,,, +,,,,,44199,HEMODIALYSIS O/P,,outputevents,5,,,,,carevue,,, +,,,,,44550,L LOWER LEG DRAIN,,outputevents,5,,,,,carevue,,, +,,,,,44821,Jtube flush,,outputevents,5,Free Form Intake,,,,carevue,,, +,,,,,44853,wound drain,,outputevents,5,,,,,carevue,,, +,,,,,44866,2ND PARACENTESIS SIT,,outputevents,5,,,,,carevue,,, +,,,,,44921,left arm pouch,,outputevents,5,,,,,carevue,,, +,,,,,44995,j tube,,outputevents,5,,,,,carevue,,, +,,,,,45022,Drain Out #5 JP Medial,,outputevents,5,,,,,carevue,,, +,,,,,45028,NGT NS IRRIGANT,,outputevents,5,Free Form Intake,,,,carevue,,, +,,,,,45071,r arm serous drain,,outputevents,5,,,,,carevue,,, +,,,,,45082,vag drng,,outputevents,5,,,,,carevue,,, +,,,,,45120,Paracentesis Output,,outputevents,5,,,,,carevue,,, +,,,,,45328,vac abd drain,,outputevents,5,,,,,carevue,,, +,,,,,45664,chest tube # 3,,outputevents,5,,,,,carevue,,, +,,,,,45704,Repogle Output,,outputevents,5,,,,,carevue,,, +,,,,,45813,Chest Tube #3,,outputevents,5,,,,,carevue,,, +,,,,,46128,J-Tube Drainage,,outputevents,5,,,,,carevue,,, +,,,,,46185,PEG to gravity,,outputevents,5,,,,,carevue,,, +,,,,,46253,Left Hand Drain,,outputevents,5,,,,,carevue,,, +,,,,,46628,Drain Out #2 Davol,,outputevents,5,,,,,carevue,,, +,,,,,46664,Drain Pouch #2,,outputevents,5,,,,,carevue,,, +,,,,,46751,Pleurx output,,outputevents,5,,,,,carevue,,, +,,,,,51033,FETALFN,,labevents,5,CHEMISTRY,,OTHER BODY FLUID,,,,, +,,,,,51308,CD138,,labevents,5,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,51311,CD16,,labevents,5,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,51361,PROMYELOCYTES,,labevents,5,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),,,,, +,,,,,51396,CD16,,labevents,5,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,51443,BLASTS,,labevents,5,HEMATOLOGY,,PLEURAL,,,,, +,,,,,51456,PROMYELOCYTES,,labevents,5,HEMATOLOGY,,PLEURAL,,,,, +,,,,,51472,CHOLESTEROL CRYSTALS,,labevents,5,HEMATOLOGY,,URINE,5777-8,,,, +,,,,,51473,CYSTEINE CRYSTALS,,labevents,5,HEMATOLOGY,,URINE,5782-8,,,, +,,,,,51480,HEMATOCRIT,,labevents,5,HEMATOLOGY,,URINE,17809-5,,,, +,,,,,4833,SaO2 (post),,chartevents,4,,,,,carevue,,, +,,,,,1341,PULSE,,chartevents,4,,,,,carevue,,, +,,,,,1809,PA sat,,chartevents,4,,,,,carevue,,, +,,,,,2396,MIVED VENOUS O2 SAT,,chartevents,4,,,,,carevue,,, +,,,,,42366,angio urine output,,outputevents,4,,,,,carevue,,, +,,,,,42463,cath lab urine,,outputevents,4,,,,,carevue,,, +,,,,,42859,ANGIO URINE,,outputevents,4,,,,,carevue,,, +,,,,,43348,urine output/kg,,outputevents,4,,,,,carevue,,, +,,,,,43355,urine/k/hr,,outputevents,4,,,,,carevue,,, +,,,,,43519,urine amnt,,outputevents,4,,,,,carevue,,, +,,,,,44132,Procedure urine out,,outputevents,4,,,,,carevue,,, +,,,,,44684,floor urine out,,outputevents,4,,,,,carevue,,, +,,,,,44824,EW urine output,,outputevents,4,,,,,carevue,,, +,,,,,44925,true urine,,outputevents,4,,,,,carevue,,, +,,,,,938,blood cultures,,chartevents,4,,,,,carevue,,, +,,,,,1036,protonics,,chartevents,4,,,,,carevue,,, +,,,,,1052,rocuronium,,chartevents,4,,,,,carevue,,, +,,,,,1058,foley cath. care,,chartevents,4,,,,,carevue,,, +,,,,,1067,apnea test,,chartevents,4,,,,,carevue,,, +,,,,,1202,bathed,,chartevents,4,,,,,carevue,,, +,,,,,1224,Heliox PSI,,chartevents,4,,,,,carevue,,, +,,,,,1338,L stump dsg changed,,chartevents,4,,,,,carevue,,, +,,,,,1694,HI VE,,chartevents,4,,,,,carevue,,, +,,,,,1716,hand mitts,,chartevents,4,,,,,carevue,,, +,,,,,1727,TDISCONNECT,,chartevents,4,,,,,carevue,,, +,,,,,1842,IPPB,,chartevents,4,,,,,carevue,,, +,,,,,1869,CIWA Scale,,chartevents,4,,,,,carevue,,, +,,,,,2012,lo MV,,chartevents,4,,,,,carevue,,, +,,,,,2044,Tidal Vol (P Low),,chartevents,4,,,,,carevue,,, +,,,,,2124,high mn vent,,chartevents,4,,,,,carevue,,, +,,,,,2353,R FEM MAP,,chartevents,4,,,,,carevue,,, +,,,,,2380,"APROTONIN 250,000U/",,chartevents,4,,,,,carevue,,, +,,,,,2437,Sod Bicarb/NS,,chartevents,4,,,,,carevue,,, +,,,,,2481,Amicar cc/hr,,chartevents,4,,,,,carevue,,, +,,,,,2511,CISATRACURIUM GTT,,chartevents,4,,,,,carevue,,, +,,,,,2651,Abd Cmprtmnt Pressur,,chartevents,4,,,,,carevue,,, +,,,,,2705,TPA - left mg/hr,,chartevents,4,,,,,carevue,,, +,,,,,2706,TPA -right mg/hr,,chartevents,4,,,,,carevue,,, +,,,,,2732,Femoral ABP (Mean),,chartevents,4,,,,,carevue,,, +,,,,,2751,DVO2,,chartevents,4,,,,,carevue,,, +,,,,,2760,aprotanine,,chartevents,4,,,,,carevue,,, +,,,,,2765,VASOPRESSIN UNIT/R,,chartevents,4,,,,,carevue,,, +,,,,,2889,MIXED VENOUS,,chartevents,4,,,,,carevue,,, +,,,,,2965,INTRAABDOM. PRESSURE,,chartevents,4,,,,,carevue,,, +,,,,,2967,APROTININ.,,chartevents,4,,,,,carevue,,, +,,,,,3081,SPONT TV'S,,chartevents,4,,,,,carevue,,, +,,,,,3100,LOW MV,,chartevents,4,,,,,carevue,,, +,,,,,3119,HI MINUTE VOL,,chartevents,4,,,,,carevue,,, +,,,,,3268,INSP TIME,,chartevents,4,,,,,carevue,,, +,,,,,4263,PICC,,chartevents,4,,,,,carevue,,, +,,,,,4289,Baptism,,chartevents,4,,,,,carevue,,, +,,,,,4375,Neut,,chartevents,4,,,,,carevue,,, +,,,,,4789,hyperoxia,,chartevents,4,,,,,carevue,,, +,,,,,4966,GI consult,,chartevents,4,,,,,carevue,,, +,,,,,5123,Chloral hydrate,,chartevents,4,,,,,carevue,,, +,,,,,5199,NS Bolus,,chartevents,4,,,,,carevue,,, +,,,,,5244,Left lateral decub,,chartevents,4,,,,,carevue,,, +,,,,,5455,Lactation Consult,,chartevents,4,,,,,carevue,,, +,,,,,5595,factor ten,,chartevents,4,,,,,carevue,,, +,,,,,5661,PLTS,,chartevents,4,,,,,carevue,,, +,,,,,5671,r fem art line,,chartevents,4,,,,,carevue,,, +,,,,,5694,Abdominal ultrasound,,chartevents,4,,,,,carevue,,, +,,,,,5780,NT SX,,chartevents,4,,,,,carevue,,, +,,,,,5853,Elevate L leg,,chartevents,4,,,,,carevue,,, +,,,,,5858,bedside observer,,chartevents,4,,,,,carevue,,, +,,,,,5893,NGT lavage,,chartevents,4,,,,,carevue,,, +,,,,,5925,Abdominal Hernia,,chartevents,4,,,,,carevue,,, +,,,,,5927,NAS score,,chartevents,4,,,,,carevue,,, +,,,,,5965,Vitamin A injections,,chartevents,4,,,,,carevue,,, +,,,,,5993,Peak exp flow rate,,chartevents,4,,,,,carevue,,, +,,,,,6074,NEONATAL BILI,,chartevents,4,,,,,carevue,,, +,,,,,6076,Flowrate,,chartevents,4,,,,,carevue,,, +,,,,,6084,TRACH SITE,,chartevents,4,,,,,carevue,,, +,,,,,6092,Sclerea edema,,chartevents,4,,,,,carevue,,, +,,,,,6123,Mag sulfate,,chartevents,4,,,,,carevue,,, +,,,,,6133,Magnesium Sulfate,,chartevents,4,,,,,carevue,,, +,,,,,6165,LYTES AND BILI,,chartevents,4,,,,,carevue,,, +,,,,,6212,VBG,,chartevents,4,,,,,carevue,,, +,,,,,6269,Dressing,,chartevents,4,,,,,carevue,,, +,,,,,6281,LEFT LEG DRSG,,chartevents,4,,,,,carevue,,, +,,,,,6288,tri-vi-sol,,chartevents,4,,,,,carevue,,, +,,,,,6352,fentanyl mcg/hr,,chartevents,4,,,,,carevue,,, +,,,,,6429,Glucagon mg/hr,,chartevents,4,,,,,carevue,,, +,,,,,6552,low insp press,,chartevents,4,,,,,carevue,,, +,,,,,6691,DRIV PRESS,,chartevents,4,,,,,carevue,,, +,,,,,6793,02 ANALYZED,,chartevents,4,,,,,carevue,,, +,,,,,6794,NITRIC OXIDE PPM,,chartevents,4,,,,,carevue,,, +,,,,,6795,NO2 ANALYZED,,chartevents,4,,,,,carevue,,, +,,,,,6935,insp. vt,,chartevents,4,,,,,carevue,,, +,,,,,7070,P2,,chartevents,4,,,,,carevue,,, +,,,,,7128,He tank pressure,,chartevents,4,,,,,carevue,,, +,,,,,7288,Acapella (PEP),,chartevents,4,,,,,carevue,,, +,,,,,7289,thigh measurement,,chartevents,4,,,,,carevue,,, +,,,,,7325,aspirin level,,chartevents,4,,,,,carevue,,, +,,,,,7351,residual,,chartevents,4,,,,,carevue,,, +,,,,,7504,Driv pressure,,chartevents,4,,,,,carevue,,, +,,,,,7581,pr,,chartevents,4,,,,,carevue,,, +,,,,,8000,Mucamyst,,chartevents,4,,,,,carevue,,, +,,,,,8134,Tank press,,chartevents,4,,,,,carevue,,, +,,,,,8173,Nitric Tank psi,,chartevents,4,,,,,carevue,,, +,,,,,8179,peak flow post rx,,chartevents,4,,,,,carevue,,, +,,,,,8183,trach mark location,,chartevents,4,,,,,carevue,,, +,,,,,40728,jp drain,,outputevents,4,,,,,carevue,,, +,,,,,40765,Drain Out #3 Tap,,outputevents,4,,,,,carevue,,, +,,,,,40911,GASTRIC OUT,,outputevents,4,,,,,carevue,,, +,,,,,41004,Breast milk,,outputevents,4,,,,,carevue,,, +,,,,,41049,PD NET FLUID REMOVED,,outputevents,4,,,,,carevue,,, +,,,,,41069,PD Dialysate Output,,outputevents,4,,,,,carevue,,, +,,,,,41171,abd tap,,outputevents,4,,,,,carevue,,, +,,,,,41203,LEFT LEG DRAINAGE,,outputevents,4,,,,,carevue,,, +,,,,,41290,Paracentesis out,,outputevents,4,,,,,carevue,,, +,,,,,41593,pleural cutaneous fi,,outputevents,4,,,,,carevue,,, +,,,,,41635,Hemodialysis removal,,outputevents,4,,,,,carevue,,, +,,,,,41750,dialysis out,,outputevents,4,,,,,carevue,,, +,,,,,41933,PERICARDIAL DRAIN,,outputevents,4,,,,,carevue,,, +,,,,,42069,ER OUTPUT,,outputevents,4,,,,,carevue,,, +,,,,,42248,HD FLUID REMOVED,,outputevents,4,,,,,carevue,,, +,,,,,42276,angio output,,outputevents,4,,,,,carevue,,, +,,,,,42390,PEG DRAINAGE.,,outputevents,4,,,,,carevue,,, +,,,,,42392,Sump drains 1&2,,outputevents,4,,,,,carevue,,, +,,,,,42475,duodenal drain,,outputevents,4,,,,,carevue,,, +,,,,,42620,paracentesis output,,outputevents,4,,,,,carevue,,, +,,,,,42636,L LEG JP,,outputevents,4,,,,,carevue,,, +,,,,,42672,EW OUTPUT,,outputevents,4,,,,,carevue,,, +,,,,,42682,total JP output,,outputevents,4,,,,,carevue,,, +,,,,,42795,L LEG THIGH DRAIN,,outputevents,4,,,,,carevue,,, +,,,,,43110,Nasogastric,,outputevents,4,,,,,carevue,,, +,,,,,43114,Left pleural CT #2,,outputevents,4,,,,,carevue,,, +,,,,,43115,dialysis net,,outputevents,4,,,,,carevue,,, +,,,,,43133,NS irrig drng tube,,outputevents,4,Free Form Intake,,,,carevue,,, +,,,,,43468,BMFSPO+ Promod+ HMF,,outputevents,4,Free Form Intake,,,,carevue,,, +,,,,,43702,left pleural tap,,outputevents,4,,,,,carevue,,, +,,,,,43943,VICU OUTPUT,,outputevents,4,,,,,carevue,,, +,,,,,44229,R ARM DRAINAGE BAG,,outputevents,4,,,,,carevue,,, +,,,,,44261,Floor output,,outputevents,4,,,,,carevue,,, +,,,,,44353,Drain flush,,outputevents,4,Free Form Intake,,,,carevue,,, +,,,,,44592,ed output,,outputevents,4,,,,,carevue,,, +,,,,,44694,Drain Out #6 Jejunostomy Tube,,outputevents,4,,,,,carevue,,, +,,,,,44931,Abdominal Tap,,outputevents,4,,,,,carevue,,, +,,,,,44933,biliary drain,,outputevents,4,,,,,carevue,,, +,,,,,44961,bm22 pg,,outputevents,4,Free Form Intake,,,,carevue,,, +,,,,,45210,pleural effussion,,outputevents,4,,,,,carevue,,, +,,,,,45259,ED output,,outputevents,4,,,,,carevue,,, +,,,,,45296,g tube flush,,outputevents,4,Free Form Intake,,,,carevue,,, +,,,,,45408,Free H20 cont G-tube,,outputevents,4,Free Form Intake,,,,carevue,,, +,,,,,45418,gt output,,outputevents,4,,,,,carevue,,, +,,,,,45421,old JP sites,,outputevents,4,,,,,carevue,,, +,,,,,45422,L pleural tap,,outputevents,4,,,,,carevue,,, +,,,,,45435,R pleural tap,,outputevents,4,,,,,carevue,,, +,,,,,45512,Gastric lavage,,outputevents,4,Free Form Intake,,,,carevue,,, +,,,,,45812,hemoptysis,,outputevents,4,,,,,carevue,,, +,,,,,45879,BM28 w/HMF/MCT/BP po,,outputevents,4,Free Form Intake,,,,carevue,,, +,,,,,46186,Flexiseal stool,,outputevents,4,,,,,carevue,,, +,,,,,46604,Angio Output,,outputevents,4,,,,,carevue,,, +,,,,,46663,Drain pouch #1,,outputevents,4,,,,,carevue,,, +,,,,,46740,gastric lavage,,outputevents,4,Free Form Intake,,,,carevue,,, +,,,,,51136,ALPHA ANTIPLASMIN,,labevents,4,HEMATOLOGY,,BLOOD,,,,, +,,,,,51157,CD138,,labevents,4,HEMATOLOGY,,BLOOD,42869-8,,,, +,,,,,51165,CD19 %,,labevents,4,HEMATOLOGY,,BLOOD,,,,, +,,,,,51166,CD19 ABSOLUTE COUNT,,labevents,4,HEMATOLOGY,,BLOOD,,,,, +,,,,,51169,CD20 %,,labevents,4,HEMATOLOGY,,BLOOD,,,,, +,,,,,51170,CD20 ABSOLUTE COUNT,,labevents,4,HEMATOLOGY,,BLOOD,,,,, +,,,,,51242,LUC,,labevents,4,HEMATOLOGY,,BLOOD,,,,, +,,,,,51282,"RETICULOCYTE COUNT, ABSOLUTE",,labevents,4,HEMATOLOGY,,BLOOD,14196-0,,,, +,,,,,51304,CD103,,labevents,4,HEMATOLOGY,,BONE MARROW,51221-0,,,, +,,,,,51475,EPITHELIAL CASTS,,labevents,4,HEMATOLOGY,,URINE,,,,, +,,,,,51520,ANTI-MC,,labevents,4,CHEMISTRY,,BLOOD,32042-4,,,, +,,,,,51528,STDY HOLD,,labevents,4,CHEMISTRY,,BLOOD,,,,, +,,Anderson (gastric),,,226569,Anderson (gastric),mL,outputevents,4,Output,,,,metavision,,Numeric, +,,Albumin_ApacheIV,,,226981,Albumin_ApacheIV,None,chartevents,4,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Impella Dressing Occlusive,,,228167,Impella Dressing Occlusive,,chartevents,4,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,8364,ABP [Diastolic],,chartevents,3,,,,,carevue,,, +,,,,,1040,BIpap FIO2,,chartevents,3,,,,,carevue,,, +,,,,,7262,Urine PH,,chartevents,3,,,,,carevue,,, +,,,,,40534,urine flush,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,41922,angio urine,,outputevents,3,,,,,carevue,,, +,,,,,42209,IRRIGANT AND URINE,,outputevents,3,,,,,carevue,,, +,,,,,43173,urinecc/kg/hr,,outputevents,3,,,,,carevue,,, +,,,,,43379,URINECC/KG/HR,,outputevents,3,,,,,carevue,,, +,,,,,43811,urine out: cc/k/hr,,outputevents,3,,,,,carevue,,, +,,,,,44752,inc urine,,outputevents,3,,,,,carevue,,, +,,,,,45304,Urine output cc/k/hr,,outputevents,3,,,,,carevue,,, +,,,,,1039,MDI #4,,chartevents,3,,,,,carevue,,, +,,,,,1059,shampoo hair,,chartevents,3,,,,,carevue,,, +,,,,,1061,mulitpodis boots,,chartevents,3,,,,,carevue,,, +,,,,,1100,PRESSURE BAG R.GROIN,,chartevents,3,,,,,carevue,,, +,,,,,1219,PASat,,chartevents,3,,,,,carevue,,, +,,,,,1355,Fentanyl IV,,chartevents,3,,,,,carevue,,, +,,,,,1357,versed IV,,chartevents,3,,,,,carevue,,, +,,,,,1361,mcgs Fentanyl IV,,chartevents,3,,,,,carevue,,, +,,,,,1376,NEB,,chartevents,3,,,,,carevue,,, +,,,,,1453,CT DRSG,,chartevents,3,,,,,carevue,,, +,,,,,1502,bladder irrig. 60cc,,chartevents,3,,,,,carevue,,, +,,,,,1512,bbaaath,,chartevents,3,,,,,carevue,,, +,,,,,1547,fundus,,chartevents,3,,,,,carevue,,, +,,,,,1579,CORNEAL REFLEXES,,chartevents,3,,,,,carevue,,, +,,,,,1617,peripad change,,chartevents,3,,,,,carevue,,, +,,,,,1645,LLE drsg change,,chartevents,3,,,,,carevue,,, +,,,,,1678,Time disconnect,,chartevents,3,,,,,carevue,,, +,,,,,1907,PAsat,,chartevents,3,,,,,carevue,,, +,,,,,1971,Oral drng,,chartevents,3,,,,,carevue,,, +,,,,,2043,Tidal Vol (P High),,chartevents,3,,,,,carevue,,, +,,,,,2076,HI(GH MV,,chartevents,3,,,,,carevue,,, +,,,,,2081,high NO2,,chartevents,3,,,,,carevue,,, +,,,,,2225,URINE NA,,chartevents,3,,,,,carevue,,, +,,,,,2273,vanco level,,chartevents,3,,,,,carevue,,, +,,,,,2461,APROTANIN ML/HR,,chartevents,3,,,,,carevue,,, +,,,,,2555,THAM-trisaminomethan,,chartevents,3,,,,,carevue,,, +,,,,,2572,V02I,,chartevents,3,,,,,carevue,,, +,,,,,2704,ABDOMINAL PRESSURE,,chartevents,3,,,,,carevue,,, +,,,,,2748,D02,,chartevents,3,,,,,carevue,,, +,,,,,2752,DVO2I,,chartevents,3,,,,,carevue,,, +,,,,,2773,sjlactate,,chartevents,3,,,,,carevue,,, +,,,,,2780,stv,,chartevents,3,,,,,carevue,,, +,,,,,3010,Integrellin cc/hr,,chartevents,3,,,,,carevue,,, +,,,,,3045,SPONT VT,,chartevents,3,,,,,carevue,,, +,,,,,3108,PA PRESSURE,,chartevents,3,,,,,carevue,,, +,,,,,3190,high minute vol,,chartevents,3,,,,,carevue,,, +,,,,,3195,P insp,,chartevents,3,,,,,carevue,,, +,,,,,3254,High minute Vent.,,chartevents,3,,,,,carevue,,, +,,,,,3260,high minnute volume,,chartevents,3,,,,,carevue,,, +,,,,,3359,Chest Circum (cm),,chartevents,3,,,,,carevue,,, +,,,,,3751,Digoxin (1-2ng/ml),,chartevents,3,Drug level,,,,carevue,,, +,,,,,4297,Na bicarb,,chartevents,3,,,,,carevue,,, +,,,,,4433,EMLA,,chartevents,3,,,,,carevue,,, +,,,,,4477,narcan,,chartevents,3,,,,,carevue,,, +,,,,,4553,Glycerin Supp.,,chartevents,3,,,,,carevue,,, +,,,,,4901,SKIN,,chartevents,3,,,,,carevue,,, +,,,,,4941,Genetics Consult,,chartevents,3,,,,,carevue,,, +,,,,,5283,glycerin sliver,,chartevents,3,,,,,carevue,,, +,,,,,5311,Chest tube,,chartevents,3,,,,,carevue,,, +,,,,,5404,CAFFEINE LOAD,,chartevents,3,,,,,carevue,,, +,,,,,5421,Abdominal xray,,chartevents,3,,,,,carevue,,, +,,,,,5521,Hyperoxia,,chartevents,3,,,,,carevue,,, +,,,,,5561,INEXSUFF,,chartevents,3,,,,,carevue,,, +,,,,,5576,Ti,,chartevents,3,,,,,carevue,,, +,,,,,5606,Nutrition Labs,,chartevents,3,,,,,carevue,,, +,,,,,5646,trach ties,,chartevents,3,,,,,carevue,,, +,,,,,5650,WASH ABD--HIBICLENS,,chartevents,3,,,,,carevue,,, +,,,,,5662,lt. lat. decub,,chartevents,3,,,,,carevue,,, +,,,,,5674,vest,,chartevents,3,,,,,carevue,,, +,,,,,5677,scrotal ultrasound,,chartevents,3,,,,,carevue,,, +,,,,,5708,MgSO4,,chartevents,3,,,,,carevue,,, +,,,,,5724,TEA BAGS TO R EYE.,,chartevents,3,,,,,carevue,,, +,,,,,5725,umbilical,,chartevents,3,,,,,carevue,,, +,,,,,5731,FEMORAL ABP MEAN,,chartevents,3,,,,,carevue,,, +,,,,,5743,NT suction,,chartevents,3,,,,,carevue,,, +,,,,,5788,LLE Cast care,,chartevents,3,,,,,carevue,,, +,,,,,5836,mask/sz,,chartevents,3,,,,,carevue,,, +,,,,,5877,LFT's,,chartevents,3,,,,,carevue,,, +,,,,,5889,Bladder cath,,chartevents,3,,,,,carevue,,, +,,,,,5891,SSE,,chartevents,3,,,,,carevue,,, +,,,,,5901,"Lytes,Bili",,chartevents,3,,,,,carevue,,, +,,,,,5934,R arm sensation,,chartevents,3,,,,,carevue,,, +,,,,,5940,Ileostomy care,,chartevents,3,,,,,carevue,,, +,,,,,5987,Abd drsg change,,chartevents,3,,,,,carevue,,, +,,,,,5989,Right heel drsg chae,,chartevents,3,,,,,carevue,,, +,,,,,5995,Peak flow post tx.,,chartevents,3,,,,,carevue,,, +,,,,,6015,Triple abx.,,chartevents,3,,,,,carevue,,, +,,,,,6019,Left arm Edema,,chartevents,3,,,,,carevue,,, +,,,,,6032,TRACH CUFF TAKENDOWN,,chartevents,3,,,,,carevue,,, +,,,,,6039,Bath.,,chartevents,3,,,,,carevue,,, +,,,,,6044,Trn of 4,,chartevents,3,,,,,carevue,,, +,,,,,6048,right armpit,,chartevents,3,,,,,carevue,,, +,,,,,6081,straight cath,,chartevents,3,,,,,carevue,,, +,,,,,6091,leg dressings,,chartevents,3,,,,,carevue,,, +,,,,,6097,suprapubic cath,,chartevents,3,,,,,carevue,,, +,,,,,6105,High PIP,,chartevents,3,,,,,carevue,,, +,,,,,6106,High RR,,chartevents,3,,,,,carevue,,, +,,,,,6107,Low Pressure,,chartevents,3,,,,,carevue,,, +,,,,,6192,Vidalgn,,chartevents,3,,,,,carevue,,, +,,,,,6199,L. lower abd. kidney,,chartevents,3,,,,,carevue,,, +,,,,,6231,Tank 1,,chartevents,3,,,,,carevue,,, +,,,,,6233,Tank 2,,chartevents,3,,,,,carevue,,, +,,,,,6245,Surgury,,chartevents,3,,,,,carevue,,, +,,,,,6248,d51/2NSc 20meq kcl,,chartevents,3,,,,,carevue,,, +,,,,,6249,leg retraints,,chartevents,3,,,,,carevue,,, +,,,,,6283,Nitric Tank Pressure,,chartevents,3,,,,,carevue,,, +,,,,,6287,antibiotic ointmt.,,chartevents,3,,,,,carevue,,, +,,,,,6291,NITRIC TANK PRESSURE,,chartevents,3,,,,,carevue,,, +,,,,,6292,APRV HIGH,,chartevents,3,,,,,carevue,,, +,,,,,6293,APRV LOW,,chartevents,3,,,,,carevue,,, +,,,,,6303,Pigtail dressing,,chartevents,3,,,,,carevue,,, +,,,,,6309,24hr Caregiver,,chartevents,3,,,,,carevue,,, +,,,,,6579,IR Sheath MAP,,chartevents,3,,,,,carevue,,, +,,,,,6629,Rash left hand,,chartevents,3,,,,,carevue,,, +,,,,,6640,35 QVar,,chartevents,3,,,,,carevue,,, +,,,,,6729,Act CPP,,chartevents,3,,,,,carevue,,, +,,,,,6748,Pt Leak,,chartevents,3,,,,,carevue,,, +,,,,,6820,SSI HumR #units,,chartevents,3,,,,,carevue,,, +,,,,,6912,tpa mg/hour,,chartevents,3,,,,,carevue,,, +,,,,,6932,exh. ve,,chartevents,3,,,,,carevue,,, +,,,,,6934,inhaled ve,,chartevents,3,,,,,carevue,,, +,,,,,6947,mvo2,,chartevents,3,,,,,carevue,,, +,,,,,7176,low insp. pressure,,chartevents,3,,,,,carevue,,, +,,,,,7308,FS,,chartevents,3,,,,,carevue,,, +,,,,,7394,disconnect time,,chartevents,3,,,,,carevue,,, +,,,,,7571,QTC measurement,,chartevents,3,,,,,carevue,,, +,,,,,7597,PRBC,,chartevents,3,,,,,carevue,,, +,,,,,7600,NECK GIRTH (cm),,chartevents,3,,,,,carevue,,, +,,,,,7650,Salicylate,,chartevents,3,,,,,carevue,,, +,,,,,7799,Heliox tank psi,,chartevents,3,,,,,carevue,,, +,,,,,7982,Bivona secured at 8,,chartevents,3,,,,,carevue,,, +,,,,,8033,NC,,chartevents,3,,,,,carevue,,, +,,,,,8099,dPaw,,chartevents,3,,,,,carevue,,, +,,,,,8100,dPes,,chartevents,3,,,,,carevue,,, +,,,,,8101,esoph press,,chartevents,3,,,,,carevue,,, +,,,,,8170,trach postion/stoma,,chartevents,3,,,,,carevue,,, +,,,,,8360,Trans pul exp.,,chartevents,3,,,,,carevue,,, +,,,,,8361,Trans pul insp,,chartevents,3,,,,,carevue,,, +,,,,,40285,vac drainage,,outputevents,3,,,,,carevue,,, +,,,,,40668,PEG TUBE,,outputevents,3,,,,,carevue,,, +,,,,,40804,pleuracentesis,,outputevents,3,,,,,carevue,,, +,,,,,41035,PO Contrast per NGT,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,41172,L PLEURAL TAP,,outputevents,3,,,,,carevue,,, +,,,,,41433,rectal tube,,outputevents,3,,,,,carevue,,, +,,,,,41441,PARACENTESIS FLUID,,outputevents,3,,,,,carevue,,, +,,,,,41576,GI drainage,,outputevents,3,,,,,carevue,,, +,,,,,41670,stool,,outputevents,3,,,,,carevue,,, +,,,,,41713,dialyslate out,,outputevents,3,,,,,carevue,,, +,,,,,41718,pericadial tap,,outputevents,3,,,,,carevue,,, +,,,,,41998,LEFT THORACENTESIS,,outputevents,3,,,,,carevue,,, +,,,,,42033,flush LT ct #1&2 out,,outputevents,3,,,,,carevue,,, +,,,,,42092,LT GROIN OSTOMY BAG,,outputevents,3,,,,,carevue,,, +,,,,,42103,OSTOMY APPL ON ABD,,outputevents,3,,,,,carevue,,, +,,,,,42196,PEG GRAVITY DRG,,outputevents,3,,,,,carevue,,, +,,,,,42442,L GROIN DRNG,,outputevents,3,,,,,carevue,,, +,,,,,42464,hemodialysis ultrafe,,outputevents,3,,,,,carevue,,, +,,,,,42524,HemoDialysis,,outputevents,3,,,,,carevue,,, +,,,,,42634,Pigtail Drain FlushI,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,42677,Drain Out #7 Jejunostomy Tube,,outputevents,3,,,,,carevue,,, +,,,,,42838,VAC DRAIN,,outputevents,3,,,,,carevue,,, +,,,,,42867,contrast via ngt,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,42880,IR OUTPUT,,outputevents,3,,,,,carevue,,, +,,,,,42972,HEMODIALYSIS OFF,,outputevents,3,,,,,carevue,,, +,,,,,43016,DIALYSIS TOTAL OUT,,outputevents,3,,,,,carevue,,, +,,,,,43052,DIALYSIS REMOVED,,outputevents,3,,,,,carevue,,, +,,,,,43463,BMFSNG+ 4 HMF,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,43554,SPITS,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,43582,Total blood out,,outputevents,3,,,,,carevue,,, +,,,,,43612,BMFSNG + 2 HMF,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,43687,crystalloid/dialysis,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,43710,er out,,outputevents,3,,,,,carevue,,, +,,,,,43804,outside hsp,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,43970,VOMITUS,,outputevents,3,,,,,carevue,,, +,,,,,44039,P.D. Out,,outputevents,3,,,,,carevue,,, +,,,,,44093,t tube site,,outputevents,3,,,,,carevue,,, +,,,,,44193,Dialysis.,,outputevents,3,,,,,carevue,,, +,,,,,44417,GT DRAINAGE,,outputevents,3,,,,,carevue,,, +,,,,,44454,L side/pleural fluid,,outputevents,3,,,,,carevue,,, +,,,,,44565,Pleural Tap,,outputevents,3,,,,,carevue,,, +,,,,,44672,Drain #2 Bili,,outputevents,3,,,,,carevue,,, +,,,,,44689,Pleural fludid,,outputevents,3,,,,,carevue,,, +,,,,,44839,pharesis out,,outputevents,3,,,,,carevue,,, +,,,,,44845,Dialysis fluids,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,45147,output from vicu,,outputevents,3,,,,,carevue,,, +,,,,,45175,NS pigtail drain,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,45283,Mucous fistula,,outputevents,3,,,,,carevue,,, +,,,,,45479,Dialysis In,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,45645,Thorocentesis,,outputevents,3,,,,,carevue,,, +,,,,,45651,left thoracentesis,,outputevents,3,,,,,carevue,,, +,,,,,45778,JP flush,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,45789,jp #2,,outputevents,3,,,,,carevue,,, +,,,,,45828,Hemo dialysis out,,outputevents,3,,,,,carevue,,, +,,,,,45968,farr 9 output,,outputevents,3,,,,,carevue,,, +,,,,,46021,drainged from old HD,,outputevents,3,,,,,carevue,,, +,,,,,46118,NJ tube,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,46130,J Tube feeding,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,46134,Drain segment IV,,outputevents,3,,,,,carevue,,, +,,,,,46135,NG Drainage,,outputevents,3,,,,,carevue,,, +,,,,,46164,GT output,,outputevents,3,,,,,carevue,,, +,,,,,46255,groin pouch,,outputevents,3,,,,,carevue,,, +,,,,,46345,BM + 2HMF,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,46347,BM26 with enfamil p.,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,46471,NGT out,,outputevents,3,,,,,carevue,,, +,,,,,46539,Drainage bag,,outputevents,3,,,,,carevue,,, +,,,,,46571,pigtail drain replac,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,46575,GB drain,,outputevents,3,,,,,carevue,,, +,,,,,46640,GASTROGRAFIN/J TUBE,,outputevents,3,Free Form Intake,,,,carevue,,, +,,,,,46673,Mucos fistula,,outputevents,3,,,,,carevue,,, +,,,,,46710,endo drainage,,outputevents,3,,,,,carevue,,, +,,,,,46759,thoracentesis fluid,,outputevents,3,,,,,carevue,,, +,,,,,46763,NGT OUT S/P LAvage,,outputevents,3,,,,,carevue,,, +,,,,,51121,MYELOCYTES,,labevents,3,HEMATOLOGY,,ASCITES,,,,, +,,,,,51258,OSMOTIC FRAGILITY,,labevents,3,HEMATOLOGY,,BLOOD,34964-7,,,, +,,,,,51293,SUGAR WATER TEST,,labevents,3,HEMATOLOGY,,BLOOD,12260-6,,,, +,,,,,51329,CD57,,labevents,3,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,51389,CD103,,labevents,3,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,51437,PROMYELOCYTES,,labevents,3,HEMATOLOGY,,OTHER BODY FLUID,17799-8,,,, +,,,,,51504,TYROSINE CRYSTALS,,labevents,3,HEMATOLOGY,,URINE,5815-6,,,, +,,SOFA Score,,,227428,SOFA Score,None,chartevents,3,General,,,,metavision,,Numeric, +,,,,,6254,Post-Ductal SaO2,,chartevents,2,,,,,carevue,,, +,,,,,7811,post ductal sat,,chartevents,2,,,,,carevue,,, +,,,,,541,PetCO2/TcCO2,,chartevents,2,,,,,carevue,,, +,,,,,2338,finger stick glucose,,chartevents,2,,,,,carevue,,, +,,,,,1332,pulse,,chartevents,2,,,,,carevue,,, +,,,,,43489,gastric Ph,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,8113,Resp. Rate,,chartevents,2,,,,,carevue,,, +,,,,,1034,RA SAT,,chartevents,2,,,,,carevue,,, +,,,,,2767,Mixed Venous SaO2,,chartevents,2,,,,,carevue,,, +,,,,,5896,VEN0US O2 SAT,,chartevents,2,,,,,carevue,,, +,,,,,7063,VENOUS SAT,,chartevents,2,,,,,carevue,,, +,,,,,7440,walking o2 sat,,chartevents,2,,,,,carevue,,, +,,,,,7812,Pre duct sat,,chartevents,2,,,,,carevue,,, +,,,,,42111,ANGIO FOLEY URINE,,outputevents,2,,,,,carevue,,, +,,,,,42394,CC6OUTPUT,,outputevents,2,,,,,carevue,,, +,,,,,42510,Urine in cath lab,,outputevents,2,,,,,carevue,,, +,,,,,42592,VICU URINE OUT,,outputevents,2,,,,,carevue,,, +,,,,,42666,E.R. URINE OUT,,outputevents,2,,,,,carevue,,, +,,,,,42765,FARR 6 URINE OUT,,outputevents,2,,,,,carevue,,, +,,,,,42892,EW URINE OUT,,outputevents,2,,,,,carevue,,, +,,,,,43053,URINE OUT,,outputevents,2,,,,,carevue,,, +,,,,,43057,FARR 6 URINE,,outputevents,2,,,,,carevue,,, +,,,,,43333,urine cc's/k/hr,,outputevents,2,,,,,carevue,,, +,,,,,43347,urine cc/kg,,outputevents,2,,,,,carevue,,, +,,,,,43372,24hr urine output,,outputevents,2,,,,,carevue,,, +,,,,,43374,URINE CC?KG?HR,,outputevents,2,,,,,carevue,,, +,,,,,43576,24hr Urine cc/kg/hr,,outputevents,2,,,,,carevue,,, +,,,,,43633,"Urine,cc/kg/day",,outputevents,2,,,,,carevue,,, +,,,,,43638,urine output cc/k/hr,,outputevents,2,,,,,carevue,,, +,,,,,43856,urine cc/k/ghr,,outputevents,2,,,,,carevue,,, +,,,,,43897,urine in er.,,outputevents,2,,,,,carevue,,, +,,,,,43931,Floor urine out,,outputevents,2,,,,,carevue,,, +,,,,,43987,urine out or,,outputevents,2,,,,,carevue,,, +,,,,,44103,ER urine out,,outputevents,2,,,,,carevue,,, +,,,,,44237,E.R. urine out,,outputevents,2,,,,,carevue,,, +,,,,,44253,Urine out angio,,outputevents,2,,,,,carevue,,, +,,,,,44278,ER urine,,outputevents,2,,,,,carevue,,, +,,,,,44313,f10 urine,,outputevents,2,,,,,carevue,,, +,,,,,44325,ED URINE OUTPUT,,outputevents,2,,,,,carevue,,, +,,,,,44506,farr7-output/urine,,outputevents,2,,,,,carevue,,, +,,,,,44706,urine output,,outputevents,2,,,,,carevue,,, +,,,,,44837,ED URINE,,outputevents,2,,,,,carevue,,, +,,,,,44911,urine output farr-10,,outputevents,2,,,,,carevue,,, +,,,,,45415,ED Urine OUT,,outputevents,2,,,,,carevue,,, +,,,,,45786,outpt uo,,outputevents,2,,,,,carevue,,, +,,,,,45804,URINE OUTPUT-E.D.,,outputevents,2,,,,,carevue,,, +,,,,,45841,bladder irrig/urine,,outputevents,2,,,,,carevue,,, +,,,,,45991,ew-urine output,,outputevents,2,,,,,carevue,,, +,,,,,46180,urine out-angio,,outputevents,2,,,,,carevue,,, +,,,,,46578,URINE OUTPUT-ER,,outputevents,2,,,,,carevue,,, +,,,,,46658,ED Urine output,,outputevents,2,,,,,carevue,,, +,,,,,46748,Cath Lab Urine Out,,outputevents,2,,,,,carevue,,, +,,,,,46804,Farr 5 urine,,outputevents,2,,,,,carevue,,, +,,,,,587,Qs/Qt,,chartevents,2,,,,,carevue,,, +,,,,,942,BLOOD CULTURES,,chartevents,2,,,,,carevue,,, +,,,,,1035,WEDGE SAT,,chartevents,2,,,,,carevue,,, +,,,,,1069,seizure activity,,chartevents,2,,,,,carevue,,, +,,,,,1096,Auto-PEEP level,,chartevents,2,,,,,carevue,,, +,,,,,1204,Bias Flow,,chartevents,2,,,,,carevue,,, +,,,,,1225,check bruit l arm,,chartevents,2,,,,,carevue,,, +,,,,,1228,aerosol mask,,chartevents,2,,,,,carevue,,, +,,,,,1314,r leg drsg change,,chartevents,2,,,,,carevue,,, +,,,,,1360,face mask 02%,,chartevents,2,,,,,carevue,,, +,,,,,1362,mg Versed IV,,chartevents,2,,,,,carevue,,, +,,,,,1364,ALCOHOL BATH,,chartevents,2,,,,,carevue,,, +,,,,,1387,Multipodus Splints,,chartevents,2,,,,,carevue,,, +,,,,,1412,fentanyl iv,,chartevents,2,,,,,carevue,,, +,,,,,1413,midazolin iv,,chartevents,2,,,,,carevue,,, +,,,,,1414,rubinol,,chartevents,2,,,,,carevue,,, +,,,,,1415,robinul,,chartevents,2,,,,,carevue,,, +,,,,,1448,Vd/Vt:,,chartevents,2,,,,,carevue,,, +,,,,,1450,level one,,chartevents,2,,,,,carevue,,, +,,,,,1494,r nare-saline irrign,,chartevents,2,,,,,carevue,,, +,,,,,1504,High min. volume,,chartevents,2,,,,,carevue,,, +,,,,,1543,chest tube drsg.,,chartevents,2,,,,,carevue,,, +,,,,,1553,flank drsg change,,chartevents,2,,,,,carevue,,, +,,,,,1555,Apnea Interval,,chartevents,2,,,,,carevue,,, +,,,,,1606,spinal precautions,,chartevents,2,,,,,carevue,,, +,,,,,1680,flush catheter,,chartevents,2,,,,,carevue,,, +,,,,,1732,Hair washed,,chartevents,2,,,,,carevue,,, +,,,,,1741,Auto Tube Comp,,chartevents,2,,,,,carevue,,, +,,,,,1835,Heparin level,,chartevents,2,,,,,carevue,,, +,,,,,1838,Lithium level,,chartevents,2,,,,,carevue,,, +,,,,,1887,Neo 120mg/250ml,,chartevents,2,,,,,carevue,,, +,,,,,1946,fsbs,,chartevents,2,,,,,carevue,,, +,,,,,2060,Disconnect alarm.,,chartevents,2,,,,,carevue,,, +,,,,,2130,NO tank PSI,,chartevents,2,,,,,carevue,,, +,,,,,2140,Glucagon,,chartevents,2,,,,,carevue,,, +,,,,,2319,low exhaled min. vol,,chartevents,2,,,,,carevue,,, +,,,,,2421,QT interval,,chartevents,2,,,,,carevue,,, +,,,,,2434,CAGLUCONATE2GMS/L.,,chartevents,2,,,,,carevue,,, +,,,,,2497,cisatricurium/mc/k/m,,chartevents,2,,,,,carevue,,, +,,,,,2563,abd girth,,chartevents,2,,,,,carevue,,, +,,,,,2647,art mean,,chartevents,2,,,,,carevue,,, +,,,,,2684,Cisat mcg/kg/hr,,chartevents,2,,,,,carevue,,, +,,,,,2788,ABD GIRTH,,chartevents,2,,,,,carevue,,, +,,,,,2934,high minute ven n,,chartevents,2,,,,,carevue,,, +,,,,,2972,LOW MIN VOL,,chartevents,2,,,,,carevue,,, +,,,,,2989,APOTININ CC/HR,,chartevents,2,,,,,carevue,,, +,,,,,3031,t high,,chartevents,2,,,,,carevue,,, +,,,,,3032,t low,,chartevents,2,,,,,carevue,,, +,,,,,3074,TRF 200-400,,chartevents,2,,,,,carevue,,, +,,,,,3075,calTIBC 264-432,,chartevents,2,,,,,carevue,,, +,,,,,3097,lf flap pulse,,chartevents,2,,,,,carevue,,, +,,,,,3105,HIGH MIN.VOL.,,chartevents,2,,,,,carevue,,, +,,,,,3107,INS time,,chartevents,2,,,,,carevue,,, +,,,,,3111,cpap level,,chartevents,2,,,,,carevue,,, +,,,,,3167,Drive Pres,,chartevents,2,,,,,carevue,,, +,,,,,3194,lab svo2,,chartevents,2,,,,,carevue,,, +,,,,,3258,d10w,,chartevents,2,,,,,carevue,,, +,,,,,4944,hearing,,chartevents,2,,,,,carevue,,, +,,,,,5392,D10W bolus,,chartevents,2,,,,,carevue,,, +,,,,,5442,pic line placement,,chartevents,2,,,,,carevue,,, +,,,,,5468,PIC line placement,,chartevents,2,,,,,carevue,,, +,,,,,5634,Vidalin,,chartevents,2,,,,,carevue,,, +,,,,,5659,D5W & 40Gm CaGluc,,chartevents,2,,,,,carevue,,, +,,,,,5696,p Hi,,chartevents,2,,,,,carevue,,, +,,,,,5704,g-tube flush,,chartevents,2,,,,,carevue,,, +,,,,,5710,inital bath,,chartevents,2,,,,,carevue,,, +,,,,,5712,orogastric sxn,,chartevents,2,,,,,carevue,,, +,,,,,5719,mucumyst,,chartevents,2,,,,,carevue,,, +,,,,,5722,AV fistula T/B,,chartevents,2,,,,,carevue,,, +,,,,,5751,PRBCs,,chartevents,2,,,,,carevue,,, +,,,,,5781,Lab results,,chartevents,2,,,,,carevue,,, +,,,,,5793,DTR,,chartevents,2,,,,,carevue,,, +,,,,,5835,Hep B vac,,chartevents,2,,,,,carevue,,, +,,,,,5849,Hep B vaccination,,chartevents,2,,,,,carevue,,, +,,,,,5852,Multi-Podus,,chartevents,2,,,,,carevue,,, +,,,,,5898,urine na,,chartevents,2,,,,,carevue,,, +,,,,,5956,Cardiologist visit,,chartevents,2,,,,,carevue,,, +,,,,,5963,ceftaxime,,chartevents,2,,,,,carevue,,, +,,,,,5964,Autopeep,,chartevents,2,,,,,carevue,,, +,,,,,5967,PROM,,chartevents,2,,,,,carevue,,, +,,,,,5977,labs drawn,,chartevents,2,,,,,carevue,,, +,,,,,5978,qtc,,chartevents,2,,,,,carevue,,, +,,,,,5983,Fungal Blood cx,,chartevents,2,,,,,carevue,,, +,,,,,6001,Rebound bili,,chartevents,2,,,,,carevue,,, +,,,,,6008,SPUTUM INDUCTION,,chartevents,2,,,,,carevue,,, +,,,,,6011,P Hi,,chartevents,2,,,,,carevue,,, +,,,,,6016,Neo Bili,,chartevents,2,,,,,carevue,,, +,,,,,6017,metabolic labs,,chartevents,2,,,,,carevue,,, +,,,,,6018,PIC line placed,,chartevents,2,,,,,carevue,,, +,,,,,6022,Critic Aide,,chartevents,2,,,,,carevue,,, +,,,,,6030,Face,,chartevents,2,,,,,carevue,,, +,,,,,6043,surface cultures,,chartevents,2,,,,,carevue,,, +,,,,,6045,1-10 ML 20% MUCOMYST,,chartevents,2,,,,,carevue,,, +,,,,,6052,"Neonatal bili, lytes",,chartevents,2,,,,,carevue,,, +,,,,,6062,J-tube,,chartevents,2,,,,,carevue,,, +,,,,,6071,Hep B Imm Globulin,,chartevents,2,,,,,carevue,,, +,,,,,6087,PMV Trial,,chartevents,2,,,,,carevue,,, +,,,,,6094,line placement,,chartevents,2,,,,,carevue,,, +,,,,,6096,MV-HI,,chartevents,2,,,,,carevue,,, +,,,,,6117,wound drsg changes,,chartevents,2,,,,,carevue,,, +,,,,,6120,IV Lasix,,chartevents,2,,,,,carevue,,, +,,,,,6154,pnuemogram,,chartevents,2,,,,,carevue,,, +,,,,,6157,Hep Flush 10u/cc,,chartevents,2,,,,,carevue,,, +,,,,,6175,Coag bld wk,,chartevents,2,,,,,carevue,,, +,,,,,6183,aorta axillary graft,,chartevents,2,,,,,carevue,,, +,,,,,6197,cap gas,,chartevents,2,,,,,carevue,,, +,,,,,6198,CAP GAS,,chartevents,2,,,,,carevue,,, +,,,,,6204,urine for CMV,,chartevents,2,,,,,carevue,,, +,,,,,6211,BILI & LYTES,,chartevents,2,,,,,carevue,,, +,,,,,6216,hi flow O2,,chartevents,2,,,,,carevue,,, +,,,,,6223,tank-A,,chartevents,2,,,,,carevue,,, +,,,,,6224,Tank-b,,chartevents,2,,,,,carevue,,, +,,,,,6232,reg insulin,,chartevents,2,,,,,carevue,,, +,,,,,6271,Subgaliel tap,,chartevents,2,,,,,carevue,,, +,,,,,6275,GI tube #3,,chartevents,2,,,,,carevue,,, +,,,,,6285,right nephrost irrig,,chartevents,2,,,,,carevue,,, +,,,,,6290,Bath & shampoo,,chartevents,2,,,,,carevue,,, +,,,,,6294,FETAL HR BY L&D RN,,chartevents,2,,,,,carevue,,, +,,,,,6306,Sclera,,chartevents,2,,,,,carevue,,, +,,,,,6313,catherization,,chartevents,2,,,,,carevue,,, +,,,,,6319,bronched,,chartevents,2,,,,,carevue,,, +,,,,,6434,RSBI,,chartevents,2,,,,,carevue,,, +,,,,,6470,CA GLUCONATE,,chartevents,2,,,,,carevue,,, +,,,,,6688,High NO alarm,,chartevents,2,,,,,carevue,,, +,,,,,6689,High NO2 alarm,,chartevents,2,,,,,carevue,,, +,,,,,6725,SSI HumR #u,,chartevents,2,,,,,carevue,,, +,,,,,6817,mixed venous,,chartevents,2,,,,,carevue,,, +,,,,,6889,PEEP Sigh level,,chartevents,2,,,,,carevue,,, +,,,,,6895,hepatic drain,,chartevents,2,,,,,carevue,,, +,,,,,6969,APROTININ ML/HR,,chartevents,2,,,,,carevue,,, +,,,,,7025,PTPEXP,,chartevents,2,,,,,carevue,,, +,,,,,7026,PTPinsp,,chartevents,2,,,,,carevue,,, +,,,,,7088,Right Fem site,,chartevents,2,,,,,carevue,,, +,,,,,7124,Low pressure Alarm,,chartevents,2,,,,,carevue,,, +,,,,,7158,AMIODARONE CC/HR,,chartevents,2,,,,,carevue,,, +,,,,,7294,BNP,,chartevents,2,,,,,carevue,,, +,,,,,7345,D5 1/2ns w/20meq kcl,,chartevents,2,,,,,carevue,,, +,,,,,7364,I/S,,chartevents,2,,,,,carevue,,, +,,,,,7403,Volume/SIMV with PSV,,chartevents,2,,,,,carevue,,, +,,,,,7435,Cyclosporine mg/hr,,chartevents,2,,,,,carevue,,, +,,,,,7607,Tranpul. Insp Hold,,chartevents,2,,,,,carevue,,, +,,,,,7608,Transpul. End Exhal.,,chartevents,2,,,,,carevue,,, +,,,,,7638,Driving Pressure:,,chartevents,2,,,,,carevue,,, +,,,,,7720,FBS,,chartevents,2,,,,,carevue,,, +,,,,,7765,bladder scanner,,chartevents,2,,,,,carevue,,, +,,,,,7777,Ptp Exp.,,chartevents,2,,,,,carevue,,, +,,,,,7949,Calcium for CVVH,,chartevents,2,,,,,carevue,,, +,,,,,8048,C.O.,,chartevents,2,,,,,carevue,,, +,,,,,8152,T.disconnect,,chartevents,2,,,,,carevue,,, +,,,,,8177,Ionized calcium,,chartevents,2,,,,,carevue,,, +,,,,,8301,Recruitment pressure,,chartevents,2,,,,,carevue,,, +,,,,,40647,THOROCENTESIS FLUID,,outputevents,2,,,,,carevue,,, +,,,,,40727,gastric,,outputevents,2,,,,,carevue,,, +,,,,,40892,Pleuracentesis,,outputevents,2,,,,,carevue,,, +,,,,,40904,GU total output,,outputevents,2,,,,,carevue,,, +,,,,,40910,PERITONEAL DIALYSIS,,outputevents,2,,,,,carevue,,, +,,,,,41036,R thoracentesis,,outputevents,2,,,,,carevue,,, +,,,,,41148,Kg removed,,outputevents,2,,,,,carevue,,, +,,,,,41190,Neuro Angio Output,,outputevents,2,,,,,carevue,,, +,,,,,41202,Pleural Fld,,outputevents,2,,,,,carevue,,, +,,,,,41258,Gastric Ewald,,outputevents,2,,,,,carevue,,, +,,,,,41510,TOTAL OUT FOLEY BAG,,outputevents,2,,,,,carevue,,, +,,,,,41681,chest tube BEFORE OR,,outputevents,2,,,,,carevue,,, +,,,,,41717,CO output,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,41748,output from midnight,,outputevents,2,,,,,carevue,,, +,,,,,41749,total out since mn,,outputevents,2,,,,,carevue,,, +,,,,,41751,TOTAL OUT ON PAPER T,,outputevents,2,,,,,carevue,,, +,,,,,41758,FLOOR OUTPUT,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,41778,IR output,,outputevents,2,,,,,carevue,,, +,,,,,41803,troracentesis output,,outputevents,2,,,,,carevue,,, +,,,,,41838,Chest Tube In,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,41842,Dialysis Output.,,outputevents,2,,,,,carevue,,, +,,,,,41897,CVVH OUTPUT FROM OR,,outputevents,2,,,,,carevue,,, +,,,,,41920,ANGIO OUTPUT,,outputevents,2,,,,,carevue,,, +,,,,,41988,SUBDURAL DRAIN,,outputevents,2,,,,,carevue,,, +,,,,,42093,JP DRAIN/R LEG,,outputevents,2,,,,,carevue,,, +,,,,,42094,R PLEURAL TAP,,outputevents,2,,,,,carevue,,, +,,,,,42095,METROWEST OUTPUT,,outputevents,2,,,,,carevue,,, +,,,,,42129,ANGIOOUT,,outputevents,2,,,,,carevue,,, +,,,,,42178,LP drainage,,outputevents,2,,,,,carevue,,, +,,,,,42181,r.pleural tap,,outputevents,2,,,,,carevue,,, +,,,,,42222,NGT,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,42253,or pleural tap,,outputevents,2,,,,,carevue,,, +,,,,,42289,dialysis off,,outputevents,2,,,,,carevue,,, +,,,,,42397,pleural fld,,outputevents,2,,,,,carevue,,, +,,,,,42403,er output,,outputevents,2,,,,,carevue,,, +,,,,,42417,NEURO-RAD OUT,,outputevents,2,,,,,carevue,,, +,,,,,42441,farr 7 output,,outputevents,2,,,,,carevue,,, +,,,,,42473,thoracentesis left,,outputevents,2,,,,,carevue,,, +,,,,,42482,L PLEURALCENTESIS,,outputevents,2,,,,,carevue,,, +,,,,,42530,farr 5 emesis,,outputevents,2,,,,,carevue,,, +,,,,,42549,Farr 5 output,,outputevents,2,,,,,carevue,,, +,,,,,42555,CAPD Output,,outputevents,2,,,,,carevue,,, +,,,,,42625,parascentesis,,outputevents,2,,,,,carevue,,, +,,,,,42632,O.R. OUT OTHER,,outputevents,2,,,,,carevue,,, +,,,,,42635,OSTOMY FROM INCISION,,outputevents,2,,,,,carevue,,, +,,,,,42649,EW output,,outputevents,2,,,,,carevue,,, +,,,,,42650,PLEURAL EFFUSION,,outputevents,2,,,,,carevue,,, +,,,,,42659,farr 2 output,,outputevents,2,,,,,carevue,,, +,,,,,42746,output in er,,outputevents,2,,,,,carevue,,, +,,,,,42773,Floor Output,,outputevents,2,,,,,carevue,,, +,,,,,42789,Drain Out #5 Tap,,outputevents,2,,,,,carevue,,, +,,,,,42794,Pheresis - Out,,outputevents,2,,,,,carevue,,, +,,,,,42840,FARR 5 OUT,,outputevents,2,,,,,carevue,,, +,,,,,42868,hemodialysis off,,outputevents,2,,,,,carevue,,, +,,,,,42877,LEFT PLEURAL EFFUSIN,,outputevents,2,,,,,carevue,,, +,,,,,42904,ABD TAP,,outputevents,2,,,,,carevue,,, +,,,,,42943,I.R. output,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,42957,Angio OUT,,outputevents,2,,,,,carevue,,, +,,,,,42986,LEFT PLEURAL TAP,,outputevents,2,,,,,carevue,,, +,,,,,43019,hd out:,,outputevents,2,,,,,carevue,,, +,,,,,43027,RIGHT PLEURAL TAP,,outputevents,2,,,,,carevue,,, +,,,,,43064,PACU ngt out,,outputevents,2,,,,,carevue,,, +,,,,,43074,er ngt output,,outputevents,2,,,,,carevue,,, +,,,,,43098,hemodialysis crystal,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,43142,abd. cyst drain,,outputevents,2,,,,,carevue,,, +,,,,,43386,BMFSPO+2HMF,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,43464,BMFSPO+ 4 HMF,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,43684,NG TUBE,,outputevents,2,,,,,carevue,,, +,,,,,43703,ULTRAFILTRATE,,outputevents,2,,,,,carevue,,, +,,,,,43721,tube fgs on floor,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,43730,rlq drainage,,outputevents,2,,,,,carevue,,, +,,,,,43734,OR PSUEDOCYST DRAIN,,outputevents,2,,,,,carevue,,, +,,,,,43762,Blood out,,outputevents,2,,,,,carevue,,, +,,,,,43800,FARR 10 OUTPUT TOTAL,,outputevents,2,,,,,carevue,,, +,,,,,43841,LEFT PLEURAL FLUID,,outputevents,2,,,,,carevue,,, +,,,,,43851,ETT out,,outputevents,2,,,,,carevue,,, +,,,,,43857,chest tube dsg,,outputevents,2,,,,,carevue,,, +,,,,,43925,Paracentesis site.,,outputevents,2,,,,,carevue,,, +,,,,,43933,pleural,,outputevents,2,,,,,carevue,,, +,,,,,43941,dialysis/intake,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,43988,Drain Out #4 Jejunostomy Tube,,outputevents,2,,,,,carevue,,, +,,,,,44015,Neuro Angio Outake,,outputevents,2,,,,,carevue,,, +,,,,,44026,PEG GRAVITY DRAIN,,outputevents,2,,,,,carevue,,, +,,,,,44032,paracentesis removal,,outputevents,2,,,,,carevue,,, +,,,,,44046,Angio Out,,outputevents,2,,,,,carevue,,, +,,,,,44055,PD OUT,,outputevents,2,,,,,carevue,,, +,,,,,44140,Thoracentesis tap,,outputevents,2,,,,,carevue,,, +,,,,,44157,OR EMESIS,,outputevents,2,,,,,carevue,,, +,,,,,44187,Blood emesis,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,44208,r pleural tap,,outputevents,2,,,,,carevue,,, +,,,,,44231,Angio output,,outputevents,2,,,,,carevue,,, +,,,,,44266,Stool out,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,44295,HD REMOVED,,outputevents,2,,,,,carevue,,, +,,,,,44347,JP SITE,,outputevents,2,,,,,carevue,,, +,,,,,44368,PERITONEAL DRAIN,,outputevents,2,,,,,carevue,,, +,,,,,44371,ER OUT,,outputevents,2,,,,,carevue,,, +,,,,,44428,Acities removed,,outputevents,2,,,,,carevue,,, +,,,,,44475,NGT residual,,outputevents,2,,,,,carevue,,, +,,,,,44520,farr 10 out,,outputevents,2,,,,,carevue,,, +,,,,,44563,floor ttube out,,outputevents,2,,,,,carevue,,, +,,,,,44569,toracocentesis,,outputevents,2,,,,,carevue,,, +,,,,,44587,pleural tap output,,outputevents,2,,,,,carevue,,, +,,,,,44604,GI UNIT OUTPUT,,outputevents,2,,,,,carevue,,, +,,,,,44643,ER Output,,outputevents,2,,,,,carevue,,, +,,,,,44662,THARACENTESIS,,outputevents,2,,,,,carevue,,, +,,,,,44670,F10 JP OUTPUT,,outputevents,2,,,,,carevue,,, +,,,,,44714,OSH output,,outputevents,2,,,,,carevue,,, +,,,,,44727,replogle output,,outputevents,2,,,,,carevue,,, +,,,,,44732,JP Site,,outputevents,2,,,,,carevue,,, +,,,,,44857,dialysis- fluid off,,outputevents,2,,,,,carevue,,, +,,,,,44884,or ngt,,outputevents,2,,,,,carevue,,, +,,,,,44901,Dialysis Removed,,outputevents,2,,,,,carevue,,, +,,,,,44914,OR output,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,44958,1/2strength respalor,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,44967,or ascites out,,outputevents,2,,,,,carevue,,, +,,,,,44974,OUTPUT from cc6,,outputevents,2,,,,,carevue,,, +,,,,,44988,PACU output,,outputevents,2,,,,,carevue,,, +,,,,,45005,thorencentesis,,outputevents,2,,,,,carevue,,, +,,,,,45076,ABD FISTULA,,outputevents,2,,,,,carevue,,, +,,,,,45141,today at falmout,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,45142,today at falmouth,,outputevents,2,,,,,carevue,,, +,,,,,45221,paracentesis/OR,,outputevents,2,,,,,carevue,,, +,,,,,45266,OR washout,,outputevents,2,,,,,carevue,,, +,,,,,45368,JP site drainage,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,45411,PACU Out,,outputevents,2,,,,,carevue,,, +,,,,,45419,g-tube feeding,,outputevents,2,,,,,carevue,,, +,,,,,45494,plueral tap,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,45517,Drain 1 flush L side,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,45518,Drain 3 flush R side,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,45523,Pericardial Tap,,outputevents,2,,,,,carevue,,, +,,,,,45524,thorocentesis output,,outputevents,2,,,,,carevue,,, +,,,,,45536,BM26(4 neosure 2 MCT,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,45607,IR Output,,outputevents,2,,,,,carevue,,, +,,,,,45624,OR OUT (abdominal),,outputevents,2,,,,,carevue,,, +,,,,,45626,L Thoracentesis,,outputevents,2,,,,,carevue,,, +,,,,,45665,thoarcentesis,,outputevents,2,,,,,carevue,,, +,,,,,45702,R. pleural tap,,outputevents,2,,,,,carevue,,, +,,,,,45729,r thoracentesis,,outputevents,2,,,,,carevue,,, +,,,,,45739,R plueral tap,,outputevents,2,,,,,carevue,,, +,,,,,45740,Farr 10 JP Drainage,,outputevents,2,,,,,carevue,,, +,,,,,45750,out pt intake +prbc,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,45790,R. Pleural tap,,outputevents,2,,,,,carevue,,, +,,,,,45791,left pleuracentesis,,outputevents,2,,,,,carevue,,, +,,,,,45851,PLEURAL DRAIN,,outputevents,2,,,,,carevue,,, +,,,,,45861,Thoracentesis Left,,outputevents,2,,,,,carevue,,, +,,,,,45888,Baricat taken out,,outputevents,2,,,,,carevue,,, +,,,,,45920,BM26 (4HMF + 2MCT),,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,45992,OR Stool/NGT,,outputevents,2,,,,,carevue,,, +,,,,,46119,diayalsis out.,,outputevents,2,,,,,carevue,,, +,,,,,46143,thoracentesis tap,,outputevents,2,,,,,carevue,,, +,,,,,46213,pleural drainage/OR,,outputevents,2,,,,,carevue,,, +,,,,,46220,Abd output in OR,,outputevents,2,,,,,carevue,,, +,,,,,46224,drainage fr CT site,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,46225,drainge fr CT site,,outputevents,2,,,,,carevue,,, +,,,,,46232,dialysis flush,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,46234,output adjustment,,outputevents,2,,,,,carevue,,, +,,,,,46237,chest tube in or,,outputevents,2,,,,,carevue,,, +,,,,,46270,GTUBE POUCH,,outputevents,2,,,,,carevue,,, +,,,,,46295,PLEURAL FLUID (OR),,outputevents,2,,,,,carevue,,, +,,,,,46334,OR Out,,outputevents,2,,,,,carevue,,, +,,,,,46348,BM 4HMF,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,46456,Cath lab output,,outputevents,2,,,,,carevue,,, +,,,,,46519,left pl tap,,outputevents,2,,,,,carevue,,, +,,,,,46523,OR paracentesis,,outputevents,2,,,,,carevue,,, +,,,,,46605,NGT Aspirate,,outputevents,2,,,,,carevue,,, +,,,,,46613,abd JP output,,outputevents,2,,,,,carevue,,, +,,,,,46638,EP lab output,,outputevents,2,,,,,carevue,,, +,,,,,46649,L. Pleural tap,,outputevents,2,,,,,carevue,,, +,,,,,46652,GB drain flush,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,46675,hd removed,,outputevents,2,,,,,carevue,,, +,,,,,46695,OR Out OGT,,outputevents,2,,,,,carevue,,, +,,,,,46696,OR Paracentesis,,outputevents,2,,,,,carevue,,, +,,,,,46709,floor ostomy out,,outputevents,2,,,,,carevue,,, +,,,,,46727,urine from floor,,outputevents,2,,,,,carevue,,, +,,,,,46732,LT NEPHROSTOMY TUBE.,,outputevents,2,,,,,carevue,,, +,,,,,46735,OR out ascites,,outputevents,2,,,,,carevue,,, +,,,,,46742,thorocentesis fluid,,outputevents,2,,,,,carevue,,, +,,,,,46745,Parencentesis Out,,outputevents,2,,,,,carevue,,, +,,,,,46757,Thoracentesis off,,outputevents,2,Free Form Intake,,,,carevue,,, +,,,,,46779,ir output,,outputevents,2,,,,,carevue,,, +,,,,,50833,POTASSIUM,,labevents,2,BLOOD GAS,,OTHER BODY FLUID,2821-7,,,, +,,,,,50846,"OSMOLALITY, ASCITES",,labevents,2,CHEMISTRY,,ASCITES,2691-4,,,, +,,,,,51113,BLASTS,,labevents,2,HEMATOLOGY,,ASCITES,,,,, +,,,,,51129,YOUNG,,labevents,2,HEMATOLOGY,,ASCITES,,,,, +,,,,,51141,APT TEST,,labevents,2,HEMATOLOGY,,BLOOD,,,,, +,,,,,51316,CD22,,labevents,2,HEMATOLOGY,,BONE MARROW,,,,, +,,,,,51327,CD55,,labevents,2,HEMATOLOGY,,BONE MARROW,51344-0,,,, +,,,,,51330,CD59,,labevents,2,HEMATOLOGY,,BONE MARROW,51358-0,,,, +,,,,,51414,CD57,,labevents,2,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,51477,FREE FAT,,labevents,2,HEMATOLOGY,,URINE,53359-6,,,, +,,,,,51485,LEUCINE CRYSTALS,,labevents,2,HEMATOLOGY,,URINE,5798-4,,,, +,,,,,51525,Billed,,labevents,2,CHEMISTRY,,BLOOD,,,,, +,,,,,51530,AF-AFP,,labevents,2,CHEMISTRY,,OTHER BODY FLUID,,,,, +,,,,,51532,PLASMGN,,labevents,2,HEMATOLOGY,,BLOOD,,,,, +,,,,,51534,MYELOS,,labevents,2,HEMATOLOGY,,JOINT FLUID,,,,, +,,Freeform Chemistry,,,225656,Freeform Chemistry,None,chartevents,2,Labs,,,,metavision,,Numeric, +,,Anderson,,,226616,Anderson,mL,outputevents,2,Drains,,,,metavision,,Numeric, +,,Apache IV A-aDO2,,,226983,Apache IV A-aDO2,None,chartevents,2,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,ARF,,,226997,ARF,,chartevents,2,Scores - APACHE IV (2),,,,metavision,,Checkbox, +,,Ejection Fraction,,,227008,Ejection Fraction,%,chartevents,2,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Thrombolytic therapy,,,227056,Thrombolytic therapy,,chartevents,2,Scores - APACHE IV,,,,metavision,,Checkbox, +,,Impella Catheter Repositioned,,,228163,Impella Catheter Repositioned,,chartevents,2,Access Lines - Invasive,,,,metavision,,Checkbox, +,,,,,7910,Post Ductal Sat,,chartevents,1,,,,,carevue,,, +,,,,,8208,Postductal O2 Sat,,chartevents,1,,,,,carevue,,, +,,,,,6643,Temp Rectal,,chartevents,1,,,,,carevue,,, +,,,,,1818,PECO2,,chartevents,1,,,,,carevue,,, +,,,,,3061,VCO2,,chartevents,1,,,,,carevue,,, +,,,,,7041,vapotherm fio2,,chartevents,1,,,,,carevue,,, +,,,,,1189,finger stick,,chartevents,1,,,,,carevue,,, +,,,,,1812,abg: glucose,,chartevents,1,,,,,carevue,,, +,,,,,2416,finger stick glucos.,,chartevents,1,,,,,carevue,,, +,,,,,2681,FINGERSTICK,,chartevents,1,,,,,carevue,,, +,,,,,1456,popliteal pulse r/l,,chartevents,1,,,,,carevue,,, +,,,,,7439,walking hr,,chartevents,1,,,,,carevue,,, +,,,,,4755,zzzpH,,chartevents,1,ABG's,,,,carevue,,, +,,,,,7966,pleural fluid pH,,chartevents,1,,,,,carevue,,, +,,,,,3060,RQ,,chartevents,1,,,,,carevue,,, +,,,,,6749,total RR,,chartevents,1,,,,,carevue,,, +,,,,,2398,MIXED VENOUS SAT,,chartevents,1,,,,,carevue,,, +,,,,,3776,Mix Venous Sat,,chartevents,1,Mixed VBGs,,,,carevue,,, +,,,,,6024,venous o2 sat,,chartevents,1,,,,,carevue,,, +,,,,,6826,mixed venous 02,,chartevents,1,,,,,carevue,,, +,,,,,7293,VENOUS O2 SAT,,chartevents,1,,,,,carevue,,, +,,,,,7717,peripheral sat,,chartevents,1,,,,,carevue,,, +,,,,,7911,Pre ductal Sat,,chartevents,1,,,,,carevue,,, +,,,,,8209,Preductal O2 Sat,,chartevents,1,,,,,carevue,,, +,,,,,7000,ideal body weight,,chartevents,1,,,,,carevue,,, +,,,,,2688,URINE CL.,,chartevents,1,,,,,carevue,,, +,,,,,3140,Urine Cl-,,chartevents,1,,,,,carevue,,, +,,,,,41857,urine out in er,,outputevents,1,,,,,carevue,,, +,,,,,42068,angio Urine output,,outputevents,1,,,,,carevue,,, +,,,,,42130,ANGIO URINE O/P,,outputevents,1,,,,,carevue,,, +,,,,,42556,CC6 URINE,,outputevents,1,,,,,carevue,,, +,,,,,43812,urine out:cc/k/hr,,outputevents,1,,,,,carevue,,, +,,,,,44051,floor urine,,outputevents,1,,,,,carevue,,, +,,,,,44080,EW Urine,,outputevents,1,,,,,carevue,,, +,,,,,44481,ER URINR OUTPUT,,outputevents,1,,,,,carevue,,, +,,,,,44834,er urine out,,outputevents,1,,,,,carevue,,, +,,,,,46177,URINE OUT-ANGIO,,outputevents,1,,,,,carevue,,, +,,,,,46532,Floor urine,,outputevents,1,,,,,carevue,,, +,,,,,1011,urine osmolarity,,chartevents,1,,,,,carevue,,, +,,,,,1042,acetomenophen,,chartevents,1,,,,,carevue,,, +,,,,,1053,bed/bath linen,,chartevents,1,,,,,carevue,,, +,,,,,1095,cuff leak present,,chartevents,1,,,,,carevue,,, +,,,,,1099,tegretol,,chartevents,1,,,,,carevue,,, +,,,,,1107,DEMEROL DRIP,,chartevents,1,,,,,carevue,,, +,,,,,1114,FOLLOWS CONSISTENTLY,,chartevents,1,,,,,carevue,,, +,,,,,1124,NESIRITIDE,,chartevents,1,,,,,carevue,,, +,,,,,1165,Hgb,,chartevents,1,,,,,carevue,,, +,,,,,1192,Pericardial Pressure,,chartevents,1,,,,,carevue,,, +,,,,,1220,Psa02,,chartevents,1,,,,,carevue,,, +,,,,,1315,T-pice,,chartevents,1,,,,,carevue,,, +,,,,,1334,MDI # 4 (drug/puffs),,chartevents,1,,,,,carevue,,, +,,,,,1335,Tacrolimus,,chartevents,1,,,,,carevue,,, +,,,,,1346,l upper body drsg,,chartevents,1,,,,,carevue,,, +,,,,,1350,ionized calcium,,chartevents,1,,,,,carevue,,, +,,,,,1354,vanco peak,,chartevents,1,,,,,carevue,,, +,,,,,1356,Rubinul IV,,chartevents,1,,,,,carevue,,, +,,,,,1369,COMPLETE BATH,,chartevents,1,,,,,carevue,,, +,,,,,1408,foley irrigated.,,chartevents,1,,,,,carevue,,, +,,,,,1409,incentive spiromety,,chartevents,1,,,,,carevue,,, +,,,,,1447,Transpulmonary Pres,,chartevents,1,,,,,carevue,,, +,,,,,1451,L girth size,,chartevents,1,,,,,carevue,,, +,,,,,1458,L ankle dsg change,,chartevents,1,,,,,carevue,,, +,,,,,1460,D5W 100meq NaHC03,,chartevents,1,,,,,carevue,,, +,,,,,1471,left leg measurement,,chartevents,1,,,,,carevue,,, +,,,,,1475,Haptoglobin,,chartevents,1,,,,,carevue,,, +,,,,,1490,oob to chair,,chartevents,1,,,,,carevue,,, +,,,,,1545,hand drsg change,,chartevents,1,,,,,carevue,,, +,,,,,1552,d5w 10gm ca+ glucon,,chartevents,1,,,,,carevue,,, +,,,,,1572,low me,,chartevents,1,,,,,carevue,,, +,,,,,1627,Muco lavg,,chartevents,1,,,,,carevue,,, +,,,,,1628,Percussive vest,,chartevents,1,,,,,carevue,,, +,,,,,1634,lactated ringers,,chartevents,1,,,,,carevue,,, +,,,,,1636,Lavage,,chartevents,1,,,,,carevue,,, +,,,,,1649,Hi MV Alarm Set,,chartevents,1,,,,,carevue,,, +,,,,,1686,Hi insp. pressure,,chartevents,1,,,,,carevue,,, +,,,,,1719,NRB,,chartevents,1,,,,,carevue,,, +,,,,,1744,R NEPHROSTOMY,,chartevents,1,,,,,carevue,,, +,,,,,1747,l.heel drsg change E,,chartevents,1,,,,,carevue,,, +,,,,,1748,sse's and fleets,,chartevents,1,,,,,carevue,,, +,,,,,1888,pitressin u/hr,,chartevents,1,,,,,carevue,,, +,,,,,1917,Urine Na+,,chartevents,1,,,,,carevue,,, +,,,,,1918,Urine Osm,,chartevents,1,,,,,carevue,,, +,,,,,1919,Urine creat,,chartevents,1,,,,,carevue,,, +,,,,,1984,abd/bldr press,,chartevents,1,,,,,carevue,,, +,,,,,2014,lithium level,,chartevents,1,,,,,carevue,,, +,,,,,2116,Disconnect,,chartevents,1,,,,,carevue,,, +,,,,,2126,Hi/Minute/Vol,,chartevents,1,,,,,carevue,,, +,,,,,2224,URINE CREAT,,chartevents,1,,,,,carevue,,, +,,,,,2281,VENT DRAIN,,chartevents,1,,,,,carevue,,, +,,,,,2304,aprotamine,,chartevents,1,,,,,carevue,,, +,,,,,2347,BLADDER PRESSURE.,,chartevents,1,,,,,carevue,,, +,,,,,2351,GROIN BP,,chartevents,1,,,,,carevue,,, +,,,,,2358,ALBUMIN,,chartevents,1,,,,,carevue,,, +,,,,,2363,CINA SCALE,,chartevents,1,,,,,carevue,,, +,,,,,2372,FICK CO,,chartevents,1,,,,,carevue,,, +,,,,,2412,lipase,,chartevents,1,,,,,carevue,,, +,,,,,2459,osomolarity,,chartevents,1,,,,,carevue,,, +,,,,,2561,VASOPRESSIN U/HR,,chartevents,1,,,,,carevue,,, +,,,,,2562,INTRA ABD PRESSURE,,chartevents,1,,,,,carevue,,, +,,,,,2581,bladder pres.,,chartevents,1,,,,,carevue,,, +,,,,,2582,uvp,,chartevents,1,,,,,carevue,,, +,,,,,2597,intrathecal cath,,chartevents,1,,,,,carevue,,, +,,,,,2686,TPA MG/MIN,,chartevents,1,,,,,carevue,,, +,,,,,2690,URINE OSM,,chartevents,1,,,,,carevue,,, +,,,,,2691,URINE POTASSIUM,,chartevents,1,,,,,carevue,,, +,,,,,2692,URINE SODIUM,,chartevents,1,,,,,carevue,,, +,,,,,2693,LEPIRUDIN,,chartevents,1,,,,,carevue,,, +,,,,,2737,FDP,,chartevents,1,,,,,carevue,,, +,,,,,2756,KETAMINE,,chartevents,1,,,,,carevue,,, +,,,,,2856,Potassium phosphate,,chartevents,1,,,,,carevue,,, +,,,,,2880,A GAP,,chartevents,1,,,,,carevue,,, +,,,,,2901,T3 (NML 80-200),,chartevents,1,,,,,carevue,,, +,,,,,2902,T4 (NML 4.6- 12.0),,chartevents,1,,,,,carevue,,, +,,,,,2903,TSH (NML 0.27-4.2),,chartevents,1,,,,,carevue,,, +,,,,,2961,leprudin,,chartevents,1,,,,,carevue,,, +,,,,,2974,FEM LINE MAP,,chartevents,1,,,,,carevue,,, +,,,,,2978,peritoneal 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+,,,,,6085,caffeine Bolus,,chartevents,1,,,,,carevue,,, +,,,,,6086,Micro-Neb tx,,chartevents,1,,,,,carevue,,, +,,,,,6088,circumcission,,chartevents,1,,,,,carevue,,, +,,,,,6093,enema,,chartevents,1,,,,,carevue,,, +,,,,,6104,Chromosomal study,,chartevents,1,,,,,carevue,,, +,,,,,6108,u/s of left arm/neck,,chartevents,1,,,,,carevue,,, +,,,,,6111,prednisone,,chartevents,1,,,,,carevue,,, +,,,,,6112,left vent drain,,chartevents,1,,,,,carevue,,, +,,,,,6113,sacral ultrasound,,chartevents,1,,,,,carevue,,, +,,,,,6116,Aveeno bath,,chartevents,1,,,,,carevue,,, +,,,,,6122,PRE OP PREP,,chartevents,1,,,,,carevue,,, +,,,,,6131,CHEST PERCUSSOR T,,chartevents,1,,,,,carevue,,, +,,,,,6134,esoph balloon,,chartevents,1,,,,,carevue,,, +,,,,,6135,Ptp exp,,chartevents,1,,,,,carevue,,, +,,,,,6142,derm consult,,chartevents,1,,,,,carevue,,, +,,,,,6146,sodium bicarbonate,,chartevents,1,,,,,carevue,,, +,,,,,6155,surgery consult,,chartevents,1,,,,,carevue,,, +,,,,,6158,"Lytes,Trig,Bili",,chartevents,1,,,,,carevue,,, 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UMOL/L,,chartevents,1,,,,,carevue,,, +,,,,,6220,"Lytes, Phenobarb",,chartevents,1,,,,,carevue,,, +,,,,,6225,Caffeine load,,chartevents,1,,,,,carevue,,, +,,,,,6226,urine for AA,,chartevents,1,,,,,carevue,,, +,,,,,6227,passy muir valve on,,chartevents,1,,,,,carevue,,, +,,,,,6236,high pip,,chartevents,1,,,,,carevue,,, +,,,,,6237,Cap gas,,chartevents,1,,,,,carevue,,, +,,,,,6238,propofol,,chartevents,1,,,,,carevue,,, +,,,,,6240,CT scan,,chartevents,1,,,,,carevue,,, +,,,,,6244,Surgery,,chartevents,1,,,,,carevue,,, +,,,,,6247,caf load,,chartevents,1,,,,,carevue,,, +,,,,,6253,"NUTR PANEL,Hct, reti",,chartevents,1,,,,,carevue,,, +,,,,,6257,Heated Humid,,chartevents,1,,,,,carevue,,, +,,,,,6274,Triple Antibx,,chartevents,1,,,,,carevue,,, +,,,,,6276,Critic-Aid Skin Pst,,chartevents,1,,,,,carevue,,, +,,,,,6277,PICC line attempt,,chartevents,1,,,,,carevue,,, +,,,,,6297,VP shunt placement,,chartevents,1,,,,,carevue,,, +,,,,,6298,foley d/c,,chartevents,1,,,,,carevue,,, +,,,,,6300,methylene blue 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levl,,chartevents,1,,,,,carevue,,, +,,,,,7135,Peak flow,,chartevents,1,,,,,carevue,,, +,,,,,7146,Oxygen #3,,chartevents,1,,,,,carevue,,, +,,,,,7229,low Vt,,chartevents,1,,,,,carevue,,, +,,,,,7246,Cuff pres.,,chartevents,1,,,,,carevue,,, +,,,,,7260,venous 02sat,,chartevents,1,,,,,carevue,,, +,,,,,7337,Insp. time,,chartevents,1,,,,,carevue,,, +,,,,,7407,Incentive spir,,chartevents,1,,,,,carevue,,, +,,,,,7485,Maintainence IVF,,chartevents,1,,,,,carevue,,, +,,,,,7516,t discon,,chartevents,1,,,,,carevue,,, +,,,,,7528,TRACH MARK,,chartevents,1,,,,,carevue,,, +,,,,,7534,Intrinsic peep,,chartevents,1,,,,,carevue,,, +,,,,,7540,expir pressure,,chartevents,1,,,,,carevue,,, +,,,,,7541,insp pressure e,,chartevents,1,,,,,carevue,,, +,,,,,7606,adjustable flange,,chartevents,1,,,,,carevue,,, +,,,,,7614,ngt residual,,chartevents,1,,,,,carevue,,, +,,,,,7618,BP Lt. leg Mean,,chartevents,1,,,,,carevue,,, +,,,,,7620,BP Rt. Arm Mean,,chartevents,1,,,,,carevue,,, +,,,,,7622,BP Rt. Leg Mean,,chartevents,1,,,,,carevue,,, +,,,,,7625,Lt. arm BP S/D,,chartevents,1,,,,,carevue,,, +,,,,,7642,RV DIAST,,chartevents,1,,,,,carevue,,, +,,,,,7643,RVSYSTOLIC,,chartevents,1,,,,,carevue,,, +,,,,,7645,Central line SVO2,,chartevents,1,,,,,carevue,,, +,,,,,7671,foley size,,chartevents,1,,,,,carevue,,, +,,,,,7680,IoCa,,chartevents,1,,,,,carevue,,, +,,,,,7694,fliud bolus,,chartevents,1,,,,,carevue,,, +,,,,,7746,valproate Level,,chartevents,1,,,,,carevue,,, +,,,,,7773,D50 amp bolus,,chartevents,1,,,,,carevue,,, +,,,,,7774,peak flow pre neb,,chartevents,1,,,,,carevue,,, +,,,,,7778,Ptp Insp.,,chartevents,1,,,,,carevue,,, +,,,,,7787,RLEcomp.pressure,,chartevents,1,,,,,carevue,,, +,,,,,7797,helioox neb flow,,chartevents,1,,,,,carevue,,, +,,,,,7809,Bumetandime mg/hr,,chartevents,1,,,,,carevue,,, +,,,,,7814,PROTONIX 80MG/250,,chartevents,1,,,,,carevue,,, +,,,,,7837,Femoral Compartment,,chartevents,1,,,,,carevue,,, +,,,,,7850,Heliox tank PSI,,chartevents,1,,,,,carevue,,, +,,,,,7919,Tdisconnect,,chartevents,1,,,,,carevue,,, +,,,,,7948,30mmol NAPHOS,,chartevents,1,,,,,carevue,,, +,,,,,7958,Amiodorone mg/hr,,chartevents,1,,,,,carevue,,, +,,,,,7961,T-DISCONNECT,,chartevents,1,,,,,carevue,,, +,,,,,7965,methhemoglobin,,chartevents,1,,,,,carevue,,, +,,,,,7969,ATC size,,chartevents,1,,,,,carevue,,, +,,,,,8014,T-discon,,chartevents,1,,,,,carevue,,, +,,,,,8044,HeliOx press,,chartevents,1,,,,,carevue,,, +,,,,,8053,SIGH PEEP LEVEL,,chartevents,1,,,,,carevue,,, +,,,,,8181,HeOx PSI,,chartevents,1,,,,,carevue,,, +,,,,,8220,Effluent BUN,,chartevents,1,,,,,carevue,,, +,,,,,8225,Effluent Cr,,chartevents,1,,,,,carevue,,, +,,,,,8268,Disconnect Alarm,,chartevents,1,,,,,carevue,,, +,,,,,40488,J-tube.,,outputevents,1,,,,,carevue,,, +,,,,,40972,CathLab Output,,outputevents,1,,,,,carevue,,, +,,,,,41029,OR pleural fluid,,outputevents,1,,,,,carevue,,, +,,,,,41088,Rt.pluerex chst tube,,outputevents,1,,,,,carevue,,, +,,,,,41112,Dialysys out,,outputevents,1,,,,,carevue,,, +,,,,,41155,peg output,,outputevents,1,,,,,carevue,,, +,,,,,41475,pleural effusion,,outputevents,1,,,,,carevue,,, +,,,,,41487,paracentesis tap out,,outputevents,1,,,,,carevue,,, +,,,,,41634,HD Output,,outputevents,1,,,,,carevue,,, +,,,,,41727,peritoneal tap out,,outputevents,1,,,,,carevue,,, +,,,,,41753,TOTAL OUT FROM PAPET,,outputevents,1,,,,,carevue,,, +,,,,,41817,Belly TAP,,outputevents,1,,,,,carevue,,, +,,,,,41829,HEMODIALYSIS OUTPUT,,outputevents,1,,,,,carevue,,, +,,,,,42339,CT OUTPUT OR,,outputevents,1,,,,,carevue,,, +,,,,,42472,THORACENTESIS RIGHT,,outputevents,1,,,,,carevue,,, +,,,,,42499,PACU EMESIS,,outputevents,1,,,,,carevue,,, +,,,,,42505,L CT DRAINAGE SITE,,outputevents,1,,,,,carevue,,, +,,,,,42642,R LEG JP,,outputevents,1,,,,,carevue,,, +,,,,,42822,DYALISIS OUT,,outputevents,1,,,,,carevue,,, +,,,,,42891,net hourly output,,outputevents,1,,,,,carevue,,, +,,,,,42928,HEMODIALYSIS.,,outputevents,1,,,,,carevue,,, +,,,,,42952,ER out,,outputevents,1,,,,,carevue,,, +,,,,,43093,URINE ED,,outputevents,1,,,,,carevue,,, +,,,,,43119,peg tube,,outputevents,1,,,,,carevue,,, +,,,,,43538,blood removed...,,outputevents,1,,,,,carevue,,, +,,,,,43594,BMFSPO + HMF + MCT,,outputevents,1,Free Form Intake,,,,carevue,,, +,,,,,43685,Cath Lab Out,,outputevents,1,,,,,carevue,,, +,,,,,43836,old jp site,,outputevents,1,,,,,carevue,,, +,,,,,43868,tap pleural,,outputevents,1,,,,,carevue,,, +,,,,,43965,REPOGAL OUTPUT,,outputevents,1,,,,,carevue,,, +,,,,,44027,dialysis fluid off,,outputevents,1,,,,,carevue,,, +,,,,,44085,DIALYSIS OFF,,outputevents,1,,,,,carevue,,, +,,,,,44097,HD fluid removed,,outputevents,1,,,,,carevue,,, +,,,,,44136,L. Pleural Tap,,outputevents,1,,,,,carevue,,, +,,,,,44154,BM24NEOSURE,,outputevents,1,Free Form Intake,,,,carevue,,, +,,,,,44170,PERITONEAL TAP,,outputevents,1,,,,,carevue,,, +,,,,,44259,Paracentesis output,,outputevents,1,,,,,carevue,,, +,,,,,44350,Thoracentesis output,,outputevents,1,,,,,carevue,,, +,,,,,44392,impact 1/2 strength,,outputevents,1,Free Form Intake,,,,carevue,,, +,,,,,44400,Drain Out #7 Tap,,outputevents,1,,,,,carevue,,, +,,,,,44401,Drain Out #8 Tap,,outputevents,1,,,,,carevue,,, +,,,,,44453,dyalysis out put,,outputevents,1,,,,,carevue,,, +,,,,,44468,FLOOR OUT,,outputevents,1,,,,,carevue,,, +,,,,,44556,vaginal discharge,,outputevents,1,,,,,carevue,,, +,,,,,44639,horacentesis,,outputevents,1,,,,,carevue,,, +,,,,,44663,PLEURACENTESIS,,outputevents,1,,,,,carevue,,, +,,,,,44700,RT THORACENTESIS,,outputevents,1,,,,,carevue,,, +,,,,,44744,parencentesis,,outputevents,1,,,,,carevue,,, +,,,,,44801,thorcentesis,,outputevents,1,,,,,carevue,,, +,,,,,44831,BM g-tube,,outputevents,1,Free Form Intake,,,,carevue,,, +,,,,,44906,gastric output,,outputevents,1,,,,,carevue,,, +,,,,,44909,GASTRIC RESIDUAL,,outputevents,1,,,,,carevue,,, +,,,,,44930,vomit,,outputevents,1,Free Form Intake,,,,carevue,,, +,,,,,44943,fluid removed dialys,,outputevents,1,,,,,carevue,,, +,,,,,45000,pleuritic fluid,,outputevents,1,,,,,carevue,,, +,,,,,45081,Enfamil 24 G-tube,,outputevents,1,Free Form Intake,,,,carevue,,, +,,,,,45083,tubefeed residual,,outputevents,1,,,,,carevue,,, +,,,,,45085,PEG Tube,,outputevents,1,,,,,carevue,,, +,,,,,45110,Hemoptysis,,outputevents,1,,,,,carevue,,, +,,,,,45248,paracentesis asicits,,outputevents,1,,,,,carevue,,, +,,,,,45254,G/J POUCH APPLIANCE,,outputevents,1,,,,,carevue,,, +,,,,,45413,Angiography Output,,outputevents,1,,,,,carevue,,, +,,,,,45420,ORAL DRAINAGE,,outputevents,1,,,,,carevue,,, +,,,,,45715,paracentesis: 2020ml,,outputevents,1,,,,,carevue,,, +,,,,,45788,jp #1,,outputevents,1,,,,,carevue,,, +,,,,,45852,Paracentesis Site,,outputevents,1,,,,,carevue,,, +,,,,,45993,Thoracentesis Fluid,,outputevents,1,,,,,carevue,,, +,,,,,46070,ascites fluid draind,,outputevents,1,,,,,carevue,,, +,,,,,46198,paracentesis.,,outputevents,1,,,,,carevue,,, +,,,,,46304,Cecostomy,,outputevents,1,,,,,carevue,,, +,,,,,46315,LT paracentesis,,outputevents,1,,,,,carevue,,, +,,,,,46398,R Thoracentesis,,outputevents,1,,,,,carevue,,, +,,,,,46464,Hemodialysis OUT,,outputevents,1,,,,,carevue,,, +,,,,,46473,HD Ultrafiltrate,,outputevents,1,,,,,carevue,,, +,,,,,46555,gastric asp,,outputevents,1,,,,,carevue,,, +,,,,,46626,drain #2 other,,outputevents,1,,,,,carevue,,, +,,,,,46645,ascities out,,outputevents,1,,,,,carevue,,, +,,,,,46738,LATERAL DRAIN SITE,,outputevents,1,,,,,carevue,,, +,,,,,46741,dialysis removed,,outputevents,1,,,,,carevue,,, +,,,,,46775,Left pleural tap,,outputevents,1,,,,,carevue,,, +,,,,,50834,"SODIUM, BODY FLUID",,labevents,1,BLOOD GAS,,OTHER BODY FLUID,2950-4,,,, +,,,,,51019,"ALBUMIN, JOINT FLUID",,labevents,1,CHEMISTRY,,JOINT FLUID,,,,, +,,,,,51055,"LIPASE, PLEURAL",,labevents,1,CHEMISTRY,,PLEURAL,,,,, +,,,,,51126,PROMYELOCYTES,,labevents,1,HEMATOLOGY,,ASCITES,,,,, +,,,,,51349,HYPERSEGMENTED NEUTROPHILS,,labevents,1,HEMATOLOGY,,CEREBROSPINAL FLUID (CSF),26506-6,,,, +,,,,,51378,METAMYELOCYTES,,labevents,1,HEMATOLOGY,,JOINT FLUID,,,,, +,,,,,51459,YOUNG CELLS,,labevents,1,HEMATOLOGY,,PLEURAL,,,,, +,,,,,51483,HYPHENATED YEAST,,labevents,1,HEMATOLOGY,,URINE,41865-7,,,, +,,,,,51531,STDYURINE,,labevents,1,CHEMISTRY,,URINE,,,,, +,,,,,51535,CD55,,labevents,1,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,51536,CD59,,labevents,1,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,51537,TDT,,labevents,1,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,51555,SURFACTANT ALBUMIN RATIO,,labevents,1,CHEMISTRY,,OTHER BODY FLUID,,,,, +,,O2 Consumption,,,224726,O2 Consumption,ml/min,chartevents,1,Respiratory,,,,metavision,,Numeric, +,,Freeform Coags,,,225657,Freeform Coags,None,chartevents,1,Labs,,,,metavision,,Numeric, +,,PO2_ApacheIV,,,227039,PO2_ApacheIV,mmHg,chartevents,1,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,ITBVI (PiCCO),,,228181,ITBVI (PiCCO),mL/m2,chartevents,1,PiCCO,,,,metavision,,Numeric, +,,PRBC's,,,225168,Packed Red Blood Cells,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Capillary Refill R,,,223951,Capillary Refill R,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Capillary Refill L,,,224308,Capillary Refill L,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Gender,,,226228,Gender,,,0,ADT,,,,metavision,,Text, +,,Race,,,226545,Race,,,0,ADT,,,,metavision,,Text, +,,PA %O2 Saturation (PA Line),,,226862,PA %O2 Saturation (PA Line),%,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,EtCO2,,,228640,EtCO2,None,chartevents,0,Routine Vital Signs,,,,metavision,,Numeric, +,,EtCO2 Clinical indication,,,228641,EtCO2 Clinical indication,,,0,Routine Vital Signs,,,,metavision,,Text, +,,FiO2_ApacheIV_old,,,227009,FiO2_ApacheIV_old,None,chartevents,0,Scores - APACHE IV (2),,,,metavision,,Numeric, +,,Glucose (whole blood) (soft),,,228388,Glucose (whole blood) (soft),None,chartevents,0,Labs,,,,metavision,,Numeric with tag, +,,Boost Glucose Control (1/4),,,227976,Boost Glucose Control (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Boost Glucose Control (1/2),,,227977,Boost Glucose Control (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Boost Glucose Control (3/4),,,227978,Boost Glucose Control (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Boost Glucose Control (Full),,,227979,Boost Glucose Control (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Heat Sounds,,,223933,Heat Sounds,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Dorsal PedPulse R,,,223934,Dorsal PedPulse R,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,PostTib Pulses R,,,223935,PostTib. Pulses R,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Radial Pulse R,,,223936,Radial Pulse R,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Ulnar Pulse R,,,223938,Ulnar Pulse R,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Brachial Pulse R,,,223939,Brachial Pulse R,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Femoral Pulse R,,,223940,Femoral Pulse R,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Popliteal Pulse R,,,223941,Popliteal Pulse R,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Dorsal PedPulse L,,,223943,Dorsal PedPulse L,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Brachial Pulse L,,,223944,Brachial Pulse L,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Femoral Pulse L,,,223945,Femoral Pulse L,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Popliteal Pulse L,,,223946,Popliteal Pulse L,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,PostTib Pulses L,,,223947,PostTib. Pulses L,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Radial Pulse L,,,223948,Radial Pulse L,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Ulnar Pulse L,,,223949,Ulnar Pulse L,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Heart Sounds,,,224389,Heart Sounds,,,0,Cardiovascular,,,,metavision,,Text, +,,HR > 140,,,224721,HR > 140,,,0,Respiratory,,,,metavision,,Text, +,,,,,40505,ph of ogt,,inputevents_cv,0,,,,,carevue,,, +,,,,,43487,Stomach asp.PH,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,PVR %O2 Saturation (PA Line),,,226863,PVR %O2 Saturation (PA Line),dynes*sec/cm5,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,PH (SOFT),,,228243,PH (SOFT),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,RR > 35 for > 5 min,,,224718,RR > 35 for > 5 min,,,0,Respiratory,,,,metavision,,Text, +,,SaO2 < 90% > 2 min,,,224719,SaO2 < 90% > 2 min,,,0,Respiratory,,,,metavision,,Text, +,,RA %O2 Saturation (PA Line),,,226860,RA %O2 Saturation (PA Line),%,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,ART %O2 saturation (PA Line),,,226861,ART %O2 saturation (PA Line),%,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,SVR %O2 Saturation (PA Line),,,226865,SVR %O2 Saturation (PA Line),dynes*sec/cm5,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,ZCentral Venous O2% Sat,,,227685,ZCentral Venous O2% Sat,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,PAR-Oxygen saturation,,,228232,PAR-Oxygen saturation,,,0,Routine Vital Signs,,,,metavision,,Text, +,,Skin Temp,,,224027,Skin Temperature,,,0,Skin - Assessment,,,,metavision,,Text, +,,Temp Site,,,224642,Temperature Site,,,0,Routine Vital Signs,,,,metavision,,Text, +,,Changes in Temperature,,,224674,Changes in Temperature,,,0,Toxicology,,,,metavision,,Text, +,,RUE Temp,,,224767,RUE Temp,,,0,Cardiovascular,,,,metavision,,Text, +,,LUE Temp,,,224769,LUE Temp,,,0,Cardiovascular,,,,metavision,,Text, +,,Pt. Temperature (BG) (SOFT),,,228242,Pt. Temperature (BG) (SOFT),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Diagnostic weight category - Medical,,,226740,APACHE II Diagnosistic weight factors - Medical,,,0,Scores - APACHE II,,,,metavision,,Text, +,,Diagnosistic weight categories - Surgical emergenc,,,226741,APACHE II Diagnosistic weight factors - Surgical emergency,,,0,Scores - APACHE II,,,,metavision,,Text, +,,Diagnosistic weight categories - Surgical,,,226742,APACHE II Diagnosistic weight factors - Surgical,,,0,Scores - APACHE II,,,,metavision,,Text, +,,GCSEyeApacheIIValue,,,226756,GCSEyeApacheIIValue,,,0,Scores - APACHE II,,,,metavision,,Text, +,,GCSEye_ApacheIV,,,227011,GCSEye_ApacheIV,,,0,Scores - APACHE IV (2),,,,metavision,,Text, +,,GCSMotor_ApacheIV,,,227012,GCSMotor_ApacheIV,,,0,Scores - APACHE IV (2),,,,metavision,,Text, +,,GCSMotorApacheIIValue,,,226757,GCSMotorApacheIIValue,,,0,Scores - APACHE II,,,,metavision,,Text, +,,GCSVerbalApacheIIValue,,,226758,GCSVerbalApacheIIValue,,,0,Scores - APACHE II,,,,metavision,,Text, +,,GCSVerbal_ApacheIV,,,227014,GCSVerbal_ApacheIV,,,0,Scores - APACHE IV (2),,,,metavision,,Text, +,,GCSVerbalApacheIIValue (intubated),,,228112,GCSVerbalApacheIIValue (intubated),,,0,Scores - APACHE II,,,,metavision,,Text, +,,,,,44088,Magnesium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41164,CATH LAB U.O.,,inputevents_cv,0,,,,,carevue,,, +,,,,,41951,ANGIO U/O,,inputevents_cv,0,,,,,carevue,,, +,,,,,42031,angio u/o,,inputevents_cv,0,,,,,carevue,,, +,,,,,42926,IR UO,,inputevents_cv,0,,,,,carevue,,, +,,,,,44397,cath lab u/o,,inputevents_cv,0,,,,,carevue,,, +,,,,,44421,ew uo,,inputevents_cv,0,,,,,carevue,,, +,,,,,44438,l&d uo,,inputevents_cv,0,,,,,carevue,,, +,,,,,44489,ed uo,,inputevents_cv,0,,,,,carevue,,, +,,,,,44576,EW uo,,inputevents_cv,0,,,,,carevue,,, +,,,,,45173,FLOOR UOP,,inputevents_cv,0,,,,,carevue,,, +,,,,,46762,ED UOP,,inputevents_cv,0,,,,,carevue,,, +,,,,,70077,URINE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70079,URINE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70081,URINE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,Urine Color,,,224016,Urine Color,,,0,GI/GU,,,,metavision,,Text, +,,Urine Appearance,,,224876,Urine Appearance,,,0,GI/GU,,,,metavision,,Text, +,,Urine and GU Irrigant Out,,,226566,Urine and GU Irrigant Out,mL,outputevents,0,Output,,,,metavision,,Numeric, +,,,,,117,Catheter Insert Date,,chartevents,0,,,,,carevue,,, +,,,,,182,Extubation Date,,chartevents,0,,,,,carevue,,, +,,,,,206,GU Cath Insert Date,,chartevents,0,,,,,carevue,,, +,,,,,227,INV Line#1 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,228,INV Line#1 Site Date,,chartevents,0,,,,,carevue,,, +,,,,,231,INV Line#1InsertDate,,chartevents,0,,,,,carevue,,, +,,,,,233,INV Line#2 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,234,INV Line#2 Site Date,,chartevents,0,,,,,carevue,,, +,,,,,237,INV Line#2InsertDate,,chartevents,0,,,,,carevue,,, +,,,,,239,INV Line#3 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,240,INV Line#3 Site Date,,chartevents,0,,,,,carevue,,, +,,,,,243,INV Line#3InsertDate,,chartevents,0,,,,,carevue,,, +,,,,,245,INV Line#4 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,246,INV Line#4 Site Date,,chartevents,0,,,,,carevue,,, +,,,,,249,INV Line#4InsertDate,,chartevents,0,,,,,carevue,,, +,,,,,251,INV Line#5 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,252,INV Line#5 Site Date,,chartevents,0,,,,,carevue,,, +,,,,,255,INV Line#5InsertDate,,chartevents,0,,,,,carevue,,, +,,,,,257,INV Line#6 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,258,INV Line#6 Site Date,,chartevents,0,,,,,carevue,,, +,,,,,261,INV Line#6InsertDate,,chartevents,0,,,,,carevue,,, +,,,,,263,INV Line#7 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,264,INV Line#7 Site Date,,chartevents,0,,,,,carevue,,, +,,,,,267,INV Line#7InsertDate,,chartevents,0,,,,,carevue,,, +,,,,,269,INV Line#8 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,270,INV Line#8 Site Date,,chartevents,0,,,,,carevue,,, +,,,,,273,INV Line#8InsertDate,,chartevents,0,,,,,carevue,,, +,,,,,291,IV #1 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,292,IV #1 Insert Date,,chartevents,0,,,,,carevue,,, +,,,,,295,IV #2 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,296,IV #2 Insert Date,,chartevents,0,,,,,carevue,,, +,,,,,298,IV #3 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,299,IV #3 Insert Date,,chartevents,0,,,,,carevue,,, +,,,,,301,IV #4 D/C Date,,chartevents,0,,,,,carevue,,, +,,,,,302,IV #4 Insert Date,,chartevents,0,,,,,carevue,,, +,,,,,418,Intubation Date,,chartevents,0,,,,,carevue,,, +,,,,,689,Trach Date,,chartevents,0,,,,,carevue,,, +,,,,,1079,INV#1Chg o/Wire Date,,chartevents,0,,,,,carevue,,, +,,,,,1080,INV#2Chg o/Wire Date,,chartevents,0,,,,,carevue,,, +,,,,,1081,INV#3Chg o/Wire Date,,chartevents,0,,,,,carevue,,, +,,,,,1082,INV#4Chg o/Wire Date,,chartevents,0,,,,,carevue,,, +,,,,,1083,INV#5Chg o/Wire Date,,chartevents,0,,,,,carevue,,, +,,,,,1084,INV#6Chg o/Wire Date,,chartevents,0,,,,,carevue,,, +,,,,,1085,INV#7Chg o/Wire Date,,chartevents,0,,,,,carevue,,, +,,,,,1086,INV#8Chg o/Wire Date,,chartevents,0,,,,,carevue,,, +,,,,,1091,Trach Insert Date,,chartevents,0,,,,,carevue,,, +,,,,,1092,zzzzz Date,,chartevents,0,,,,,carevue,,, +,,,,,1135,PAD CHANGE,,chartevents,0,,,,,carevue,,, +,,,,,1516,Family Meeting [Month],,chartevents,0,,,,,carevue,,, +,,,,,1563,ob pad change,,chartevents,0,,,,,carevue,,, +,,,,,1564,pink pad change,,chartevents,0,,,,,carevue,,, +,,,,,1593,hi min vol.,,chartevents,0,,,,,carevue,,, +,,,,,1749,milk/molasses enema,,chartevents,0,,,,,carevue,,, +,,,,,1970,magnesium 2gm/hr,,chartevents,0,,,,,carevue,,, +,,,,,2297,Aggrastat cc/hr,,chartevents,0,,,,,carevue,,, +,,,,,2701,multi-podus boots,,chartevents,0,,,,,carevue,,, +,,,,,2758,FEM BP,,chartevents,0,,,,,carevue,,, +,,,,,2759,epidural pressure,,chartevents,0,,,,,carevue,,, +,,,,,2781,fetal heart sound,,chartevents,0,,,,,carevue,,, +,,,,,2840,Peri Pads/hour,,chartevents,0,,,,,carevue,,, +,,,,,3099,T3 CC/HR,,chartevents,0,,,,,carevue,,, +,,,,,3196,"high min. vol,",,chartevents,0,,,,,carevue,,, +,,,,,3411,Equip Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,5555,waffle boots bil,,chartevents,0,,,,,carevue,,, +,,,,,5684,INV#1 Dsg Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,5685,INV#2 Dsg Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,5686,INV#3 Dsg Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,5687,INV#4 Dsg Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,5688,INV#5 Dsg Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,5689,INV#6 Dsg Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,5690,INV#7 Dsg Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,5691,INV#8 Dsg Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,5735,peri pad chg,,chartevents,0,,,,,carevue,,, +,,,,,5736,inst spir,,chartevents,0,,,,,carevue,,, +,,,,,5737,breast pump,,chartevents,0,,,,,carevue,,, +,,,,,5746,HEPARIN DEPEND ANTBY,,chartevents,0,,,,,carevue,,, +,,,,,5972,fetal heartrate,,chartevents,0,,,,,carevue,,, +,,,,,6004,fundus check,,chartevents,0,,,,,carevue,,, +,,,,,6218,peri pad count,,chartevents,0,,,,,carevue,,, +,,,,,6229,Pec02,,chartevents,0,,,,,carevue,,, +,,,,,6427,Ribavirin RX,,chartevents,0,,,,,carevue,,, +,,,,,6703,INV#1 Cap Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6704,INV#1 Tubing Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6705,INV#2 Cap Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6706,INV#2 Tubing Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6707,INV#3 Cap Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6708,INV#3 Tubing Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6709,INV#4 Cap Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6710,INV#4 Tubing Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6711,INV#5 Cap Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6712,INV#5 Tubing Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6713,INV#6 Cap Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6714,INV#6 Tubing Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6715,INV#7 Cap Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6716,INV#7 Tubing Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6717,INV#8 Cap Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6718,INV#8 Tubing Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,6796,dilantin level,,chartevents,0,,,,,carevue,,, +,,,,,6797,phenobarb level,,chartevents,0,,,,,carevue,,, +,,,,,7143,ABC,,chartevents,0,,,,,carevue,,, +,,,,,7152,In-Line Sx Change [MM],,datetimeevents,0,,,,,carevue,,, +,,,,,7685,worsening rash,,chartevents,0,,,,,carevue,,, +,,,,,7863,Mag Sulfate mg/hr,,chartevents,0,,,,,carevue,,, +,,,,,7865,mag sulfate gm/hr,,chartevents,0,,,,,carevue,,, +,,,,,8065,Brace,,chartevents,0,,,,,carevue,,, +,,,,,8144,Apical Pulse,,chartevents,0,,,,,carevue,,, +,,,,,8325,IONIZED CALCIUM,,chartevents,0,,,,,carevue,,, +,,,,,8490,Family Meeting [Day],,chartevents,0,,,,,carevue,,, +,,,,,8515,Equip Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8539,INV#1 Dsg Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8540,INV#2 Dsg Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8541,INV#3 Dsg Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8542,INV#4 Dsg Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8543,INV#5 Dsg Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8544,INV#6 Dsg Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8545,INV#7 Dsg Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8546,INV#8 Dsg Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8556,INV#1 Cap Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8557,INV#1 Tubing Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8558,INV#2 Cap Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8559,INV#2 Tubing Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8560,INV#3 Cap Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8561,INV#3 Tubing Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8562,INV#4 Cap Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8563,INV#4 Tubing Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8564,INV#5 Cap Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8565,INV#5 Tubing Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8566,INV#6 Cap Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8567,INV#6 Tubing Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8568,INV#7 Cap Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8569,INV#7 Tubing Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8570,INV#8 Cap Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8571,INV#8 Tubing Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,8572,In-Line Sx Change [DD],,datetimeevents,0,,,,,carevue,,, +,,,,,30001,Packed RBC's,,inputevents_cv,0,,,,,carevue,,, +,,,,,30002,Whole Blood,,inputevents_cv,0,,,,,carevue,,, +,,,,,30003,Aminophylline,,inputevents_cv,0,,,,,carevue,,, +,,,,,30004,Washed PRBC's,,inputevents_cv,0,,,,,carevue,,, +,,,,,30005,Fresh Frozen Plasma,,inputevents_cv,0,,,,,carevue,,, +,,,,,30006,Platelets,,inputevents_cv,0,,,,,carevue,,, +,,,,,30007,Cryoprecipitate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30008,Albumin 5%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30009,Albumin 25%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30011,Dextran 40,,inputevents_cv,0,,,,,carevue,,, +,,,,,30012,Hespan,,inputevents_cv,0,,,,,carevue,,, +,,,,,30013,D5W,,inputevents_cv,0,,,,,carevue,,, +,,,,,30014,D5/.2NS,,inputevents_cv,0,,,,,carevue,,, +,,,,,30015,D5/.45NS,,inputevents_cv,0,,,,,carevue,,, +,,,,,30016,Dextrose 10%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30017,Dextrose 20%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30018,.9% Normal Saline,,inputevents_cv,0,,,,,carevue,,, +,,,,,30020,.45% Normal Saline,,inputevents_cv,0,,,,,carevue,,, +,,,,,30021,Lactated Ringers,,inputevents_cv,0,,,,,carevue,,, +,,,,,30022,Calcium Chloride,,inputevents_cv,0,,,,,carevue,,, +,,,,,30023,Calcium Gluconate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30024,Ferrous Sulfate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30025,Heparin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30026,KCL,,inputevents_cv,0,,,,,carevue,,, +,,,,,30027,Magnesium Sulfate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30028,MVI,,inputevents_cv,0,,,,,carevue,,, +,,,,,30029,Potassium Phosphate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30030,Sodium Bicarbonate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30031,Thiamine,,inputevents_cv,0,,,,,carevue,,, +,,,,,30032,TPN,,inputevents_cv,0,,,,,carevue,,, +,,,,,30033,Lipids,,inputevents_cv,0,,,,,carevue,,, +,,,,,30036,Ensure,,inputevents_cv,0,,,,,carevue,,, +,,,,,30040,Amrinone,,inputevents_cv,0,,,,,carevue,,, +,,,,,30042,Dobutamine,,inputevents_cv,0,,,,,carevue,,, +,,,,,30043,Dopamine,,inputevents_cv,0,,,,,carevue,,, +,,,,,30044,Epinephrine,,inputevents_cv,0,,,,,carevue,,, +,,,,,30045,Insulin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30046,Isuprel,,inputevents_cv,0,,,,,carevue,,, +,,,,,30047,Levophed,,inputevents_cv,0,,,,,carevue,,, +,,,,,30048,Lidocaine,,inputevents_cv,0,,,,,carevue,,, +,,,,,30049,Nitroglycerine,,inputevents_cv,0,,,,,carevue,,, +,,,,,30050,Nitroprusside,,inputevents_cv,0,,,,,carevue,,, +,,,,,30051,Vasopressin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30052,Procainamide,,inputevents_cv,0,,,,,carevue,,, +,,,,,30053,Cell Saver,,inputevents_cv,0,,,,,carevue,,, +,,,,,30054,Pre-Admission Intake,,inputevents_cv,0,,,,,carevue,,, +,,,,,30055,Cath Lab Intake,,inputevents_cv,0,,,,,carevue,,, +,,,,,30056,Po Intake,,inputevents_cv,0,,,,,carevue,,, +,,,,,30057,Supplement,,inputevents_cv,0,,,,,carevue,,, +,,,,,30058,Free Water Bolus,,inputevents_cv,0,,,,,carevue,,, +,,,,,30059,GT Flush,,inputevents_cv,0,,,,,carevue,,, +,,,,,30060,D5NS,,inputevents_cv,0,,,,,carevue,,, +,,,,,30061,D5RL,,inputevents_cv,0,,,,,carevue,,, +,,,,,30063,IV Piggyback,,inputevents_cv,0,,,,,carevue,,, +,,,,,30065,Sterile Water,,inputevents_cv,0,,,,,carevue,,, +,,,,,30066,Carrier,,inputevents_cv,0,,,,,carevue,,, +,,,,,30067,HCL,,inputevents_cv,0,,,,,carevue,,, +,,,,,30068,Folate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30069,Solumedrol,,inputevents_cv,0,,,,,carevue,,, +,,,,,30070,Amphotericin B,,inputevents_cv,0,,,,,carevue,,, +,,,,,30071,Vivonex,,inputevents_cv,0,,,,,carevue,,, +,,,,,30072,Peptamen,,inputevents_cv,0,,,,,carevue,,, +,,,,,30073,Impact w/fiber,,inputevents_cv,0,,,,,carevue,,, +,,,,,30074,Optimental,,inputevents_cv,0,,,,,carevue,,, +,,,,,30075,Deliver 2.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30077,Nepro,,inputevents_cv,0,,,,,carevue,,, +,,,,,30078,Respalor,,inputevents_cv,0,,,,,carevue,,, +,,,,,30080,Nutrihep,,inputevents_cv,0,,,,,carevue,,, +,,,,,30081,Boost,,inputevents_cv,0,,,,,carevue,,, +,,,,,30082,Boost Plus,,inputevents_cv,0,,,,,carevue,,, +,,,,,30083,Boost High Protein,,inputevents_cv,0,,,,,carevue,,, +,,,,,30085,Isocal HN,,inputevents_cv,0,,,,,carevue,,, +,,,,,30086,Ultracal,,inputevents_cv,0,,,,,carevue,,, +,,,,,30087,Replete,,inputevents_cv,0,,,,,carevue,,, +,,,,,30088,Replete w/fiber,,inputevents_cv,0,,,,,carevue,,, +,,,,,30089,Promod,,inputevents_cv,0,,,,,carevue,,, +,,,,,30090,Tube Feeding,,inputevents_cv,0,,,,,carevue,,, +,,,,,30092,Autotransfusion,,inputevents_cv,0,,,,,carevue,,, +,,,,,30093,Factor VIII,,inputevents_cv,0,,,,,carevue,,, +,,,,,30094,Other Blood Products,,inputevents_cv,0,,,,,carevue,,, +,,,,,30095,TF Residual,,inputevents_cv,0,,,,,carevue,,, +,,,,,30096,TPN w/Lipids,,inputevents_cv,0,,,,,carevue,,, +,,,,,30097,Aminosyn 3.5%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30098,D5 Aminosyn 3.5%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30099,PPN,,inputevents_cv,0,,,,,carevue,,, +,,,,,30100,Regular Insulin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30101,OR Crystalloid,,inputevents_cv,0,,,,,carevue,,, +,,,,,30102,OR Colloid,,inputevents_cv,0,,,,,carevue,,, +,,,,,30103,OR FFP,,inputevents_cv,0,,,,,carevue,,, +,,,,,30104,OR Packed RBC's,,inputevents_cv,0,,,,,carevue,,, +,,,,,30105,OR Platelets,,inputevents_cv,0,,,,,carevue,,, +,,,,,30106,OR Autologous Blood,,inputevents_cv,0,,,,,carevue,,, +,,,,,30107,PACU Colloids,,inputevents_cv,0,,,,,carevue,,, +,,,,,30108,PACU Crystalloids,,inputevents_cv,0,,,,,carevue,,, +,,,,,30109,PACU PO Intake,,inputevents_cv,0,,,,,carevue,,, +,,,,,30110,Aggrastat,,inputevents_cv,0,,,,,carevue,,, +,,,,,30111,Amicar,,inputevents_cv,0,,,,,carevue,,, +,,,,,30112,Amiodarone,,inputevents_cv,0,,,,,carevue,,, +,,,,,30113,Atracurium,,inputevents_cv,0,,,,,carevue,,, +,,,,,30114,Cisatracurium,,inputevents_cv,0,,,,,carevue,,, +,,,,,30115,Diltiazem,,inputevents_cv,0,,,,,carevue,,, +,,,,,30116,Doxacurium,,inputevents_cv,0,,,,,carevue,,, +,,,,,30117,Esmolol,,inputevents_cv,0,,,,,carevue,,, +,,,,,30118,Fentanyl,,inputevents_cv,0,,,,,carevue,,, +,,,,,30119,Epinephrine-k,,inputevents_cv,0,,,,,carevue,,, +,,,,,30120,Levophed-k,,inputevents_cv,0,,,,,carevue,,, +,,,,,30121,Nitroglycerine-k,,inputevents_cv,0,,,,,carevue,,, +,,,,,30122,Labetolol,,inputevents_cv,0,,,,,carevue,,, +,,,,,30123,Lasix,,inputevents_cv,0,,,,,carevue,,, +,,,,,30124,Midazolam,,inputevents_cv,0,,,,,carevue,,, +,,,,,30125,Milrinone,,inputevents_cv,0,,,,,carevue,,, +,,,,,30126,Morphine Sulfate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30127,Neosynephrine,,inputevents_cv,0,,,,,carevue,,, +,,,,,30128,Neosynephrine-k,,inputevents_cv,0,,,,,carevue,,, +,,,,,30129,Pancuronium,,inputevents_cv,0,,,,,carevue,,, +,,,,,30130,Pentobarbitol,,inputevents_cv,0,,,,,carevue,,, +,,,,,30131,Propofol,,inputevents_cv,0,,,,,carevue,,, +,,,,,30133,Sandostatin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30134,Reopro,,inputevents_cv,0,,,,,carevue,,, +,,,,,30135,TPA,,inputevents_cv,0,,,,,carevue,,, +,,,,,30138,Vecuronium,,inputevents_cv,0,,,,,carevue,,, +,,,,,30139,Valium,,inputevents_cv,0,,,,,carevue,,, +,,,,,30140,,,inputevents_cv,0,,,,,carevue,,, +,,,,,30141,Ativan,,inputevents_cv,0,,,,,carevue,,, +,,,,,30142,Integrelin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30143,3% Normal Saline,,inputevents_cv,0,,,,,carevue,,, +,,,,,30144,Gastric Meds,,inputevents_cv,0,,,,,carevue,,, +,,,,,30147,Haldol,,inputevents_cv,0,,,,,carevue,,, +,,,,,30148,Narcan,,inputevents_cv,0,,,,,carevue,,, +,,,,,30149,Fentanyl (Conc),,inputevents_cv,0,,,,,carevue,,, +,,,,,30150,Fentanyl Base,,inputevents_cv,0,,,,,carevue,,, +,,,,,30151,Ketamine,,inputevents_cv,0,,,,,carevue,,, +,,,,,30159,D5 Ringers Lact.,,inputevents_cv,0,,,,,carevue,,, +,,,,,30160,D5 Normal Saline,,inputevents_cv,0,,,,,carevue,,, +,,,,,30161,.3% normal Saline,,inputevents_cv,0,,,,,carevue,,, +,,,,,30163,Dilaudid,,inputevents_cv,0,,,,,carevue,,, +,,,,,30164,Criticare HN,,inputevents_cv,0,,,,,carevue,,, +,,,,,30165,Promote,,inputevents_cv,0,,,,,carevue,,, +,,,,,30166,Promote w/fiber,,inputevents_cv,0,,,,,carevue,,, +,,,,,30167,Precedex,,inputevents_cv,0,,,,,carevue,,, +,,,,,30168,Normal Saline_GU,,inputevents_cv,0,,,,,carevue,,, +,,,,,30169,Sterile H20_GU,,inputevents_cv,0,,,,,carevue,,, +,,,,,30170,Ampho-B_GU,,inputevents_cv,0,,,,,carevue,,, +,,,,,30171,Other_GU,,inputevents_cv,0,,,,,carevue,,, +,,,,,30172,Natrecor,,inputevents_cv,0,,,,,carevue,,, +,,,,,30173,Argatroban,,inputevents_cv,0,,,,,carevue,,, +,,,,,30174,Bivalirudin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30175,Alcohol 10%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30176,.25% Normal Saline,,inputevents_cv,0,,,,,carevue,,, +,,,,,30177,Lepirudin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30178,Nicardipine,,inputevents_cv,0,,,,,carevue,,, +,,,,,30179,PRBC's,,inputevents_cv,0,,,,,carevue,,, +,,,,,30180,Fresh Froz Plasma,,inputevents_cv,0,,,,,carevue,,, +,,,,,30181,Serum Albumin 5%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30184,IVIG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30185,.9NS + 1:1 Heparin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30186,.45NS + 1:1 Heparin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30187,D10W,,inputevents_cv,0,,,,,carevue,,, +,,,,,30189,D7.5W,,inputevents_cv,0,,,,,carevue,,, +,,,,,30190,NS .9%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30191,TPN D5.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30192,TPN D7.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30193,TPN D7.5,,inputevents_cv,0,,,,,carevue,,, +,,,,,30194,TPN D9.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30195,TPN D2.5,,inputevents_cv,0,,,,,carevue,,, +,,,,,30196,TPN D10.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30197,TPN D11.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30198,TPN D12.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30199,TPN D12.5,,inputevents_cv,0,,,,,carevue,,, +,,,,,30200,TPN D15.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30201,TPN D17.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30202,TPN D17.5,,inputevents_cv,0,,,,,carevue,,, +,,,,,30203,TPN D20.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30204,TPN D22.5,,inputevents_cv,0,,,,,carevue,,, +,,,,,30205,TPN D25.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30207,TPN D30.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30208,Lipids 20%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30209,Heparin(10 units/cc),,inputevents_cv,0,,,,,carevue,,, +,,,,,30210,.9NS flush,,inputevents_cv,0,,,,,carevue,,, +,,,,,30211,.45NS flush,,inputevents_cv,0,,,,,carevue,,, +,,,,,30212,.25NS flush,,inputevents_cv,0,,,,,carevue,,, +,,,,,30213,D5W flush,,inputevents_cv,0,,,,,carevue,,, +,,,,,30214,D10W flush,,inputevents_cv,0,,,,,carevue,,, +,,,,,30221,Br Milk FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30225,PE 20 FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30226,PE 22 FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30227,PE 24 FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30230,E 20 3/4s NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30231,E 20 FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30232,E 22 FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30233,E 24 FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30237,E 20 Fe FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30238,E 22 Fe FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30239,E 24 Fe FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30243,Prog FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30247,SMA FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30248,SMA Fe FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30249,Pedialyte Sol NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30253,Isomil FS NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30254,Sterile Water PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30255,5% Dex Water PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30256,10% Dex Water PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30260,Br Milk FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30264,PE 20 FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30265,PE 22 FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30266,PE 24 FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30270,E 20 FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30271,E 22 FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30272,E 24 FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30276,E 20 Fe FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30277,E 22 Fe FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30278,E 24 Fe FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30282,Pregestimil FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30283,Pedialyte Sol PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30287,SMA 20 FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30291,SMA 20 Fe FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30295,Isomil FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30296,Sodium Chloride,,inputevents_cv,0,,,,,carevue,,, +,,,,,30297,Potassium Chloride,,inputevents_cv,0,,,,,carevue,,, +,,,,,30298,Sodium Acetate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30299,Potassium Acetate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30300,Calcium Chloride 10%,,inputevents_cv,0,,,,,carevue,,, +,,,,,30301,TPN D8,,inputevents_cv,0,,,,,carevue,,, +,,,,,30302,HMF,,inputevents_cv,0,,,,,carevue,,, +,,,,,30303,MCT,,inputevents_cv,0,,,, ,carevue,,, +,,,,,30304,Polycose,,inputevents_cv,0,,,,,carevue,,, +,,,,,30305,Rice Cereal,,inputevents_cv,0,,,,,carevue,,, +,,,,,30306,Dobutamine Drip,,inputevents_cv,0,,,,,carevue,,, +,,,,,30307,Dopamine Drip,,inputevents_cv,0,,,,,carevue,,, +,,,,,30308,Fentanyl Drip,,inputevents_cv,0,,,,,carevue,,, +,,,,,30309,Epinephrine Drip,,inputevents_cv,0,,,,,carevue,,, +,,,,,30310,Insulin Drip,,inputevents_cv,0,,,,,carevue,,, +,,,,,30312,Prostin VR Drip,,inputevents_cv,0,,,,,carevue,,, +,,,,,30313,TPN D14,,inputevents_cv,0,,,,,carevue,,, +,,,,,30314,TPN D16,,inputevents_cv,0,,,,,carevue,,, +,,,,,30315,.25 NS+0.5:1 Heparin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30316,.25 NS +1:1 Heparin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30317,D 12.5 W,,inputevents_cv,0,,,,,carevue,,, +,,,,,30318,D15W,,inputevents_cv,0,,,,,carevue,,, +,,,,,30319,D20W,,inputevents_cv,0,,,,,carevue,,, +,,,,,30320,D25W,,inputevents_cv,0,,,,,carevue,,, +,,,,,30321,.45NS + .5:1 Heparin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30322,D17.5W,,inputevents_cv,0,,,,,carevue,,, +,,,,,30323,TPN D6,,inputevents_cv,0,,,,,carevue,,, +,,,,,30324,Corn Oil,,inputevents_cv,0,,,,,carevue,,, +,,,,,30325,TPN D13.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30326,TPN D18.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30328,D 30W,,inputevents_cv,0,,,,,carevue,,, +,,,,,30329,Prosobee,,inputevents_cv,0,,,,,carevue,,, +,,,,,30332,Prosobee 1/4s PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30333,Prosobee 1/2s PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30334,Prosobee FS PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30335,Enfamil Powder,,inputevents_cv,0,,,,,carevue,,, +,,,,,30336,NeoSure,,inputevents_cv,0,,,,,carevue,,, +,,,,,30337,NeoSure Powder,,inputevents_cv,0,,,,,carevue,,, +,,,,,30338,Sodium Bicarb Drip,,inputevents_cv,0,,,,,carevue,,, +,,,,,30339,NeoSure 24 NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30340,Nutramigen 24 NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30341,Nutramigen NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30342,Pregestimil 24 NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30343,Pregestimil NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30344,Enfamil AddedRice NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30345,EnfAddedRice 24 NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30346,Pregestimil 24 PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30347,NeoSure 24 PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30348,Nutramigen PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30349,Nutramigen 24 PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30350,EnfamilAddedRice PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30351,EnfAddedRice 24 PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30352,0.9% Normal Saline,,inputevents_cv,0,,,,,carevue,,, +,,,,,30353,0.45% Normal Saline,,inputevents_cv,0,,,,,carevue,,, +,,,,,30354,ProBalance,,inputevents_cv,0,,,,,carevue,,, +,,,,,30355,S 20 Fe NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30356,S 22 Fe NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30357,S 24 Fe NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30358,SC 20 Fe NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30359,SC 22 Fe NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30360,SC 24 Fe NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30361,Portagen 20 NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30362,Portagen 24 NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30364,Similac Powder,,inputevents_cv,0,,,,,carevue,,, +,,,,,30365,Enfacare Powder,,inputevents_cv,0,,,,,carevue,,, +,,,,,30366,S 20 Fe PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30367,S 22 Fe PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30368,S 24 Fe PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30369,SC 20 Fe PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30370,SC 22 Fe PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30371,SC 24 Fe PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30372,Alimentum PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30374,Enfacare,,inputevents_cv,0,,,,,carevue,,, +,,,,,30375,Enfacare 24,,inputevents_cv,0,,,,,carevue,,, +,,,,,30377,Portagen 20 PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30378,Portagen 24 PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30381,.9NS + 0.5:1 heparin,,inputevents_cv,0,,,,,carevue,,, +,,,,,30383,Impact,,inputevents_cv,0,,,,,carevue,,, +,,,,,30384,Xigris,,inputevents_cv,0,,,,,carevue,,, +,,,,,30385,NeoCate,,inputevents_cv,0,,,,,carevue,,, +,,,,,30386,Neocate 24,,inputevents_cv,0,,,,,carevue,,, +,,,,,30388,Enfacare NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30389,Enfacare 24 NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30391,Neocate 24 NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30392,NeoSure NG,,inputevents_cv,0,,,,,carevue,,, +,,,,,30394,Enfacare PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30395,Enfacare 24 PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30396,Neocate PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30398,NeoSure PO,,inputevents_cv,0,,,,,carevue,,, +,,,,,30399,Nutramigen Powder,,inputevents_cv,0,,,,,carevue,,, +,,,,,30401,Peptamen 1.5,,inputevents_cv,0,,,,,carevue,,, +,,,,,30402,Nutren 2.0,,inputevents_cv,0,,,,,carevue,,, +,,,,,30403,Nutren Renal,,inputevents_cv,0,,,,,carevue,,, +,,,,,30404,Nutren Pulmonary,,inputevents_cv,0,,,,,carevue,,, +,,,,,30405,Ensure Plus,,inputevents_cv,0,,,,,carevue,,, +,,,,,40030,MANNITOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40033,DEXTRAN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40281,sodium phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40283,THAM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40327,Mannitol 20%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40385,K PHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40402,protonics,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40404,endoscopy,,inputevents_cv,0,,,,,carevue,,, +,,,,,40423,Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40424,free H2O,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40449,epidural-marcaine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40450,EBL,,inputevents_cv,0,,,,,carevue,,, +,,,,,40452,C.O.,,inputevents_cv,0,,,,,carevue,,, +,,,,,40468,epidural asp,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40471,r femoral puncture,,inputevents_cv,0,,,,,carevue,,, +,,,,,40489,Pericardial fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,40503,readi - cat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40504,IV MEDS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40506,rectal bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,40531,kcl 20 meq ivpb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40532,FREE H2O,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40533,procedure,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40535,hemodyalysis,,inputevents_cv,0,,,,,carevue,,, +,,,,,40548,ALBUMIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40549,protonix,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40550,PANTOPRAZOLE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40551,bicarb push,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40552,cisatricurium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40579,Meperidine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40581,CO flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40582,Meperidine cc/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40583,readi-ct,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40585,PD total,,inputevents_cv,0,,,,,carevue,,, +,,,,,40586,bowel movement,,inputevents_cv,0,,,,,carevue,,, +,,,,,40595,na phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40596,K-PHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40598,r leg leaking fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,40611,NA BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40632,NS w/ 40K,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40635,baricat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40636,kayexalate PR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40645,magnesium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40646,JT bile,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40667,demerol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40676,natracor,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40691,paracentisis,,inputevents_cv,0,,,,,carevue,,, +,,,,,40692,ebl cath lab,,inputevents_cv,0,,,,,carevue,,, +,,,,,40699,K+ PHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40700,Pantoprazole,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40702,free water infusion,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40712,free H20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40713,po contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40725,supra pubic flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40726,epidural,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40743,Hematoma Aspiration,,inputevents_cv,0,,,,,carevue,,, +,,,,,40744,pad change,,inputevents_cv,0,,,,,carevue,,, +,,,,,40749,protonix infusion,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40750,foley irrigation,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40752,sp aspirate,,inputevents_cv,0,,,,,carevue,,, +,,,,,40777,PROTONIX GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40778,Free H2O,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40780,cath lab,,inputevents_cv,0,,,,,carevue,,, +,,,,,40788,PD dialysate in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40794,Na Phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40795,ns bladder,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40796,Protonix mg/hr,,inputevents_cv,0,,,,,carevue,,, +,,,,,40801,plasma pheresis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40802,IGG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40803,paracenthesis,,inputevents_cv,0,,,,,carevue,,, +,,,,,40812,Kphos 30mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40832,NS/PITOCIN 20U,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40833,readi cat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40850,ns bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40863,k phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40864,KPhos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40865,NS BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40866,Cath Lab Ouput,,inputevents_cv,0,,,,,carevue,,, +,,,,,40872,free water,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40873,FREE H20 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40880,Kphos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40889,OCTREOTIDE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40894,hemopytsis,,inputevents_cv,0,,,,,carevue,,, +,,,,,40895,L neck mass aspirate,,inputevents_cv,0,,,,,carevue,,, +,,,,,40902,Demerol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40903,pad changes,,inputevents_cv,0,,,,,carevue,,, +,,,,,40907,dialysate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40908,c.o.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40929,radiographin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40952,c.0. fluid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40953,intake from paper,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40954,Xigris 20mg/100mL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40955,Left Hip Aspiration,,inputevents_cv,0,,,,,carevue,,, +,,,,,40957,right abdomen,,inputevents_cv,0,,,,,carevue,,, +,,,,,40958,cardiac ouput fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,40963,pheresis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40964,Ara-c chemo gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40976,FLOLAN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,40989,Thorancentisis,,inputevents_cv,0,,,,,carevue,,, +,,,,,40998,go-lytley,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41000,OR intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41001,Angio intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41002,TPA .5mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41014,Soduim Phospate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41028,Pigtail Flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41048,EMERGENCY DEPT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41063,PD Dialysate Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41064,Ca Gluc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41065,d5w 10gm ca+ glucon,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41066,d5w & 6gm ca+ glucon,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41067,K Phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41068,Liperudin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41076,MgSO4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41077,HD fluid off,,inputevents_cv,0,,,,,carevue,,, +,,,,,41083,lr with pictocin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41084,ED intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41086,GoLytely,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41087,pad,,inputevents_cv,0,,,,,carevue,,, +,,,,,41089,PERI PAD,,inputevents_cv,0,,,,,carevue,,, +,,,,,41092,ED INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41093,Cyclosporin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41094,bx site,,inputevents_cv,0,,,,,carevue,,, +,,,,,41100,Flowlan,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41101,Protonix,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41110,IV Isuprel 1mcg/min,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41111,METHYLPRED 450MG/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41121,C.O. fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,41122,HD,,inputevents_cv,0,,,,,carevue,,, +,,,,,41147,Dialysate instilled,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41162,NaPhos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41163,Calcium gluc gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41174,Altepase,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41175,PROBALANCE TF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41176,Soduim Phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41179,ascites fluid bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,41182,acetylcysteine 20%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41183,Sodium Phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41186,NS with Pit 20units,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41187,Neuro Angio Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41188,Probalance TF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41189,Nicardipine mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41193,cyclosporine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41194,OB pad,,inputevents_cv,0,,,,,carevue,,, +,,,,,41201,probalance TF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41216,go-lytely,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41217,probalance fs,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41218,ns+40gm cagluconate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41219,pheresis intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41220,hd,,inputevents_cv,0,,,,,carevue,,, +,,,,,41234,floor intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41237,ns fluid boluses,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41246,bladder irrigation,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41275,golytly,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41303,cath lab dye,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41307,Peritoneal Dialysate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41322,rl bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41351,QUINIDINE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41352,ER FLUIDS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41353,KPHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41354,PD fluid retained,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41355,C.O,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41356,IV Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41357,NG aspirate,,inputevents_cv,0,,,,,carevue,,, +,,,,,41358,EBL(OR),,inputevents_cv,0,,,,,carevue,,, +,,,,,41367,iv fluid from osh,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41368,er ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41371,ns fluid bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41372,redicat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41373,NS for BT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41380,nsbolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41381,PLASMAPHERESIS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41382,angio in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41383,PLASMAPHORESIS,,inputevents_cv,0,,,,,carevue,,, +,,,,,41387,CATH LAB DYE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41388,CATH LAB FLUID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41389,ct contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41390,barracat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41391,k-phos 20mmol/500cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41392,ns b,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41408,mannitol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41409,ED Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41410,Flolan,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41413,ready cat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41415,lactulose enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41416,free h2o boluses,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41425,kayexalate pr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41427,1/2 nsfluidbolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41428,ns .9% bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41429,PD INFUSED,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41430,free water boluses,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41431,ampho bladder wash,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41432,ns pr e,,inputevents_cv,0,,,,,carevue,,, +,,,,,41439,sodium phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41445,NS IN ER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41446,RL IN OR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41447,Panidronate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41448,protonix 8mg/250,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41449,NS 4gr Ca Gluconate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41450,21mM Potassium Phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41451,NS with 4 gr Ca Gluc,,inputevents_cv,0,,,,,carevue,,, +,,,,,41457,Free H20 intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41458,pantopralole,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41459,1/4 NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41460,capd dialysate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41461,PO contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41466,before icu ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41467,NS IV bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41474,capd,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41485,SODIUM PHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41490,NS bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41491,fluid bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41492,plueral fluid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41493,THERMODILUTION FLUID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41508,plural fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,41516,versed drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41517,talc in ct,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41518,bumex,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41520,paracentsis,,inputevents_cv,0,,,,,carevue,,, +,,,,,41524,IVF AT OSH,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41525,PROTONIX MG/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41526,1/2 ns bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41531,octreotide,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41532,Pamidronate l,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41537,iv protonix,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41538,enema-lactulose,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41549,thermoldilution,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41550,dextrose gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41555,hd removal,,inputevents_cv,0,,,,,carevue,,, +,,,,,41556,ng,,inputevents_cv,0,,,,,carevue,,, +,,,,,41557,oral,,inputevents_cv,0,,,,,carevue,,, +,,,,,41561,GASTROGRAFFIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41568,Multivitamin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41575,ENEMA,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41579,golytely,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41580,free h2o bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41581,Water bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41582,free h20 bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41583,pantoprazole,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41591,kayexolate PR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41597,Dextrose 15%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41609,Rifampin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41610,ER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41611,Nesiritide,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41619,frfee water boluses,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41620,dialysate in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41621,Bannana Bag,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41622,K-Acetate 40mEq/250,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41627,pepcid gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41632,Mannitol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41642,contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41643,15 mMol KPhos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41646,famotidine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41651,xygris,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41652,GO-LYTELY,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41653,Vanco Enema In:,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41654,Gastro Graphin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41662,hd off,,inputevents_cv,0,,,,,carevue,,, +,,,,,41668,mycomust,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41669,Xygris,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41676,EW,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41677,Angio IVF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41688,lactulose Enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41689,15 MMOL NaPHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41693,Verapamil,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41694,Verapamil drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41695,NS fluid boluses,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41697,bal cctn,,inputevents_cv,0,,,,,carevue,,, +,,,,,41701,iv intake in angio,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41702,EW IVF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41704,Lactulose Enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41706,irrig for bldr press,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41709,Kayoxalate Enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41710,glucagon,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41711,CAPD dialysate dwell,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41712,CT prep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41714,CAPD efluent,,inputevents_cv,0,,,,,carevue,,, +,,,,,41721,fee water bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41726,ascites,,inputevents_cv,0,,,,,carevue,,, +,,,,,41732,Mannitol 50Gm/250mL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41733,phenobarbital,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41739,TOTAL IN FROM PAPERT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41740,iv fluid since mn,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41741,TOTAL IN ON PAPER CT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41742,Lactulose300mg/NS700,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41743,water bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41744,total intake since n,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41745,H20 BOLUS VIA NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41746,input from midnight,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41747,i&o by paper,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41752,uo since mn,,inputevents_cv,0,,,,,carevue,,, +,,,,,41757,FLOOR INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41759,BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41760,lacutlose enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41761,READYCAT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41765,gastrograffin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41771,ns w/ 15mmol na+ phs,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41773,Bari-cat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41774,HD putback,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41776,IR blood products,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41777,IR intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41779,CSF needle aspirate,,inputevents_cv,0,,,,,carevue,,, +,,,,,41780,Paracentisis,,inputevents_cv,0,,,,,carevue,,, +,,,,,41787,Peritoneal dial in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41788,K+ Phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41789,thoracen fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,41791,2.5% dialysate in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41792,1.5% dialysate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41797,protonix gtt cc/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41798,TF PROBALANCE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41799,Hemo Vol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41807,Calcium chloride IVP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41808,sodium bicarb IVP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41810,plasmaphoresis,,inputevents_cv,0,,,,,carevue,,, +,,,,,41814,reaadicat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41823,nicardipine gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41824,D5W 150meq NAHCO3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41825,golytlely,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41827,Dilaudid Epidural,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41828,nicardipine drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41835,Bicarb gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41841,]readi-cat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41845,pamidrinate in ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41846,study drug,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41848,Mucomyst,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41850,golytle,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41851,3/4str impact w/fibr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41853,GO LYTELY,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41855,iv fluid in er,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41856,Barocet,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41859,flolan,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41864,thermodilution fluid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41865,injectate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41895,Glucagon Gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41896,ivf boluses,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41902,angio intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41905,ANGIO INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41906,NA PHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41913,NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41915,FREE WATER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41916,NIMBEX,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41938,ATG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41941,VAC DRESSING,,inputevents_cv,0,,,,,carevue,,, +,,,,,41956,Potassium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41958,KPHOS 30MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41962,PRECEDEX CC/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41963,HCL GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41968,bicarb drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41981,THAM GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41983,NAHCO3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,41984,FREE H20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42007,GASTROGRAFIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42024,angio fluids /anes,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42025,D5.45 60K,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42026,Flush LT ct #1&2 q8',,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42027,PROMOTE WIH FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42028,PROMOTE WITH FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42030,angio ebl,,inputevents_cv,0,,,,,carevue,,, +,,,,,42038,er crystalloid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42039,ANGIO CRYSTALL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42040,CISTACURIUM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42041,barium sulfate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42044,aprotinin cc/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42045,nimbex mcg/kg/min,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42047,ebl,,inputevents_cv,0,,,,,carevue,,, +,,,,,42049,criticare hn tf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42050,promote with fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42051,AMPHOTERCIN CC HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42052,FREE H20 BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42053,GASTROGAVIN IN H20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42058,ER INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42059,promote/fiber,,inputevents_cv,0,Free Form Intake,,, ,carevue,,, +,,,,,42060,METHYLPREDNISONE GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42061,CBI-NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42062,Precedex (mcg/kg/hr),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42063,pamidronate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42064,bladder press irrig,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42065,ASCITIC FLUID,,inputevents_cv,0,,,,,carevue,,, +,,,,,42074,TPA 1MG/5CC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42076,c scan,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42079,CONTRAST VIA NG.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42082,ANGIO CRYSTALLOIDS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42083,PRE ANGIO(PACU)CRYST,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42084,1/4STR BETAD. FLUSH,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42087,NS 40 KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42088,METROWEST INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42089,K PHOS OVER 6 HRS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42090,Promote with fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42091,impact w/fiber+promo,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42099,urinary irrigant,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42100,cistatracurium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42102,ER U/O,,inputevents_cv,0,,,,,carevue,,, +,,,,,42106,PROMOTE/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42108,ANGIO CRYS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42109,REPLACEMENT FLUID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42110,ANGIO EBL,,inputevents_cv,0,,,,,carevue,,, +,,,,,42112,Old trauma line site,,inputevents_cv,0,,,,,carevue,,, +,,,,,42115,iv fluid in angio,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42116,PROMOTE/w/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42117,THYMOGLOBULIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42118,EBL IN ANGIO,,inputevents_cv,0,,,,,carevue,,, +,,,,,42125,ANGIO IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42126,Solumedrol gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42127,C SCAN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42134,cistacur mcq/kg/min,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42135,IMPACTW/FIBER+PROMOD,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42136,REDICAT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42137,left groin bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,42142,FREE WATER/OR D5W,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42146,APROTONIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42149,ETOH DRIP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42150,CRITICARE TF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42154,Bile instillation,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42161,ns w/40 kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42162,k phosphate iv,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42163,solumedrol drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42166,bile replacement/q4h,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42168,breast pumping,,inputevents_cv,0,,,,,carevue,,, +,,,,,42171,ANGIO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42172,MANITOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42173,aprotonin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42174,nimbex cc/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42175,CONTRAST VIA OG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42176,approtinin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42177,RT. PIGTAIL,,inputevents_cv,0,,,,,carevue,,, +,,,,,42180,CISATRICURIUM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42185,Pre admit FFP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42186,Pre admit PRBC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42187,free h20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42188,REDI-CAT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42192,CATH LAB CRYST,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42193,CONTRAST CATH LAB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42194,CC7 FLUIDS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42197,CC7 HUO,,inputevents_cv,0,,,,,carevue,,, +,,,,,42202,gi fluid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42203,Aprotonin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42204,Protonix gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42205,contrast via ft,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42206,.45ns w/ 20kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42207,Nulytely prep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42208,ABDOMINAL SUMP,,inputevents_cv,0,,,,,carevue,,, +,,,,,42211,left fem a-line site,,inputevents_cv,0,,,,,carevue,,, +,,,,,42213,OR ABDOMINAL DNG,,inputevents_cv,0,,,,,carevue,,, +,,,,,42215,CRYS CC7,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42216,1/2ST IMPACT W/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42217,peritoneal fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,42221,ER CRYST,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42223,ns w/40kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42224,FARR 5 IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42230,NS W/40KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42231,CRYST ANGIO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42232,THYMOGLOBLIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42233,"APROTININ 10,000/100",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42234,HD REMOVAL,,inputevents_cv,0,,,,,carevue,,, +,,,,,42235,HUO ANGIO,,inputevents_cv,0,,,,,carevue,,, +,,,,,42238,CC7 CRYSTALLOIDS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42239,CC7 PRBC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42240,SOLUMEDROL DRIP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42241,.45NS & 1 AMP BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42242,ANGIO CRYSTALLOID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42243,anti-thymocyte globu,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42244,.45ns + 1 amp bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42245,CARIPORIDE STUDY,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42246,CISATRICARIUM CC/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42249,BRBPR,,inputevents_cv,0,,,,,carevue,,, +,,,,,42250,CC7 BRBPR,,inputevents_cv,0,,,,,carevue,,, +,,,,,42251,BUPIVICAINE/EPIDURAL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42259,lt plural ct bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,42265,LR W/ 20 KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42266,IV fluid Farr5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42269,bile replacement,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42273,vasopressin unit/min,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42274,gastrogavin in h20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42275,bile refeed,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42277,insensible loss,,inputevents_cv,0,,,,,carevue,,, +,,,,,42281,Ice chips,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42282,na phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42284,CISATRACURIUM DRIP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42285,PROTONIX DRIP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42286,calicium gluc gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42288,LR w/40 kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42291,NIMBEX CC/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42292,k-phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42295,STURDY HOSP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42296,mgso4 gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42297,Fluid bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42298,CARIPROSIDE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42299,CISATRA,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42301,NG RESIDUAL,,inputevents_cv,0,,,,,carevue,,, +,,,,,42306,ER IVF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42307,EW INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42308,STUDY DRUG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42309,CISATRA CC/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42310,cisatricurium cc/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42311,CONTRAST VIA NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42322,er crystalloids,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42323,er ffp,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42324,er prbc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42325,CARIPORIDE CC/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42326,Kphos 15mmol. 250cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42329,er u/o,,inputevents_cv,0,,,,,carevue,,, +,,,,,42334,APRTININ CC/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42335,1/2 STR. VIVONEX,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42336,DEXTROSE125GMS/250CC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42337,NAHCO3- CC/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42342,Amiodarone mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42343,CARIPORIDE ML/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42344,tham,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42345,LR w/ 40 mEq,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42352,OR TPN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42353,CISTRACURIUM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42358,k phos over 6hrs,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42359,cariporide/ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42360,CATH LAB IV INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42361,cariporide,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42363,angio crystalloid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42364,er iv intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42365,Bupivacaine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42369,CONTRAST IN ANGIO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42370,CRYSTALLOID IN ANGIO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42372,CARIPORIDE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42373,SOLUMEDEROL GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42374,L THIGH JACKSON PRAT,,inputevents_cv,0,,,,,carevue,,, +,,,,,42375,U/O IN ANGIO,,inputevents_cv,0,,,,,carevue,,, +,,,,,42380,er intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42381,CC6 INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42382,READI-CAT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42383,cc for cc replace,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42384,90%CC/CC U/O REPLACE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42385,Cisatracurium gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42387,NA+ ACETATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42389,BAG LT LEG,,inputevents_cv,0,,,,,carevue,,, +,,,,,42391,right hand bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,42395,D5W + 40 KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42396,ns with 50meq HCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42401,vicu cryst,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42402,epidural drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42404,vicu u/o,,inputevents_cv,0,,,,,carevue,,, +,,,,,42406,GASTROGRAFIN/NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42407,Precedex mcg/kg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42408,hcl 50meq/500cc@ 0,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42409,D5LR W/40K,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42413,NEURO-RAD IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42414,Cisat mcg/kg/min,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42415,THAM (30 meq=100cc),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42416,nabicarb 250/1000,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42418,INTAKE ON FLOOR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42422,SOLUMEDROL DRIPMG/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42423,heparin via sheaths,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42424,ANCEF IRRIGATION,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42428,CARIPORIDE STUDY/CC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42429,Free water,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42430,D5W w/20gm CaGluc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42438,CAROPORIDE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42439,farr 7 intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42440,1/2 STR. IMPACT/FIBR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42447,250n/s 15mM NA PHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42448,ABD wound bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,42451,ANTI-THYMOCYTE GLOB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42452,PD fluid 2.5%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42453,Fluid Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42455,FENOLDOPAM 10MG/250C,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42456,PD Fluid 1.5%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42457,PENTOBARB DRIP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42458,PD4.5%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42459,APROTANIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42462,NEPRO W/ PROMOD,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42468,angio crystalloids,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42469,GASTROGAVIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42470,4.25travasol/5%dex.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42471,Other,,inputevents_cv,0,,,,,carevue,,, +,,,,,42474,blake,,inputevents_cv,0,,,,,carevue,,, +,,,,,42477,PD 1.5%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42478,D5W/Ca Gluc 20Gm,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42480,Cariporide,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42481,d5w/20g cagluc/L,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42483,1000 D5W 20GM CAGLU,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42484,1000N/S 20GM CA GLU,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42488,SODIUM PHOSPHATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42489,farr 7 crystalloid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42490,Na Phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42491,Current goal,,inputevents_cv,0,,,,,carevue,,, +,,,,,42492,farr 7 u/o,,inputevents_cv,0,,,,,carevue,,, +,,,,,42493,k phos. 15mm,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42494,anti-thymocyte globn,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42495,nepro with promod,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42503,Fluid in cath lab,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42504,CA GLUCONATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42506,OR ASCITES,,inputevents_cv,0,,,,,carevue,,, +,,,,,42512,1000NS/1000UHEPARIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42513,bivalirudin gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42514,SOLUMEDROL DRIP.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42515,antithymocyte globin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42521,aprotinen,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42522,FOLEY FLUSH,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42526,SOLUMEDROL GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42527,INR BLOOD PRODUCTS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42528,crystalloid farr 5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42529,po intake farr5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42531,farr 5 u/o,,inputevents_cv,0,,,,,carevue,,, +,,,,,42534,c-scan,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42538,cell saver/or,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42548,NS Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42554,FREE WATER INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42561,ALCOHOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42562,pos. dialysate intak,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42563,SOLUMEDROL MG/KG/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42564,ALCOHOL 10%DRIP G/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42565,TROMETHAMINE CC/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42566,1000D5/130NA ACETATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42567,130meqNAACETATE/D5W,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42568,R Groin Site,,inputevents_cv,0,,,,,carevue,,, +,,,,,42570,OR BILE,,inputevents_cv,0,,,,,carevue,,, +,,,,,42573,ACETYLCYSTEINE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42574,INTERVENTIONAL RADIY,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42575,alteplase,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42576,10% ALCOHOL DRIP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42577,ALCOHOL 5% DRIP G/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42580,hemovac hip,,inputevents_cv,0,,,,,carevue,,, +,,,,,42581,hemovac neck,,inputevents_cv,0,,,,,carevue,,, +,,,,,42587,VICU IVF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42588,VICU PRBC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42589,aprotanin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42590,nimbex,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42596,PENTOBARBITAL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42599,banana bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,42606,IR CRYSTALLOID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42607,"THIAME,FOLICACID,MVI",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42608,Cisat mcg/kg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42609,AMPHO-B,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42610,IR U/O,,inputevents_cv,0,,,,,carevue,,, +,,,,,42612,WATER VIA NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42613,gastrogavin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42614,Leg bag/serous drg,,inputevents_cv,0,,,,,carevue,,, +,,,,,42618,R fem drg site,,inputevents_cv,0,,,,,carevue,,, +,,,,,42621,L GROIN HEMOVAC,,inputevents_cv,0,,,,,carevue,,, +,,,,,42623,KCL 20mEq bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42628,potassium phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42629,CELL SAVER IN OR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42630,Antithymocyte globu,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42631,100mgm ATG/250N/S,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42638,fenoldopam,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42639,bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42640,from flow sheet,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42641,3/4st impact w/fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42645,EW intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42646,HYDRALAZINE IV,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42647,LOPRESSOR IV,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42648,VASOTEC IV,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42654,farr 2 intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42655,METHYLPREDNISOLONE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42656,OR EPIDURAL INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42657,corlopam mcgs/kg/min,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42658,gastroview,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42660,E.R. CRYSTALLOID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42661,ampho b iv,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42663,1/2ST IMPACT/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42664,nesirtide,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42665,GOLYTELY,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42668,aprotanine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42669,KETAMINE MG/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42671,free h2o,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42673,EPIDURAL,,inputevents_cv,0,,,,,carevue,,, +,,,,,42674,ILIAC HEMOVAC,,inputevents_cv,0,,,,,carevue,,, +,,,,,42675,POST NECK HEMOVAC,,inputevents_cv,0,,,,,carevue,,, +,,,,,42679,1/2 H2O/impact fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42680,Tham infusion,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42689,METHYLPREDNISONE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42691,kphos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42692,Angio,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42693,20 GM CAGLUC/1L D5W,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42697,Alcohol Gm/hour,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42698,NS W/ 40 KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42699,GU IRRIGANT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42702,ns with 40kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42704,corlopam,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42705,FENOLDOPAM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42706,k phos over 6hrs.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42707,d5w w 10% etoh,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42708,ms04 pca,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42709,ALCOHOL GTT ML/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42710,PHERESIS EBL,,inputevents_cv,0,,,,,carevue,,, +,,,,,42711,OR OTHER,,inputevents_cv,0,,,,,carevue,,, +,,,,,42713,carevue downtime,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42714,while carevue down,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42715,CRYSTAL IN/DAY SHIFT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42716,angio site,,inputevents_cv,0,,,,,carevue,,, +,,,,,42721,40kcl in 500ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42722,ALCOHOL 10% DRIP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42723,cryo,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42724,40kcl in 500cc ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42725,NS W/ 40MEQ KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42728,POTASSIUM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42729,GI IVF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42730,15 mmol K phos/250cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42731,Dextran40 10%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42732,Fenoldopam,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42734,APROTININE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42735,Intra-abd. Pressure,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42736,D5W/154MEQ NAACETATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42737,NA PHOS 30MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42739,er crystilliods,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42740,prbc in er,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42742,1/2 NS WITH 40 KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42743,MANNITOL 20%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42745,Pigtail irrigant,,inputevents_cv,0,,,,,carevue,,, +,,,,,42749,fluid bolus NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42755,atg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42756,anti-thomocyte glob.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42757,anti-thomcyte glob.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42758,open chest suction,,inputevents_cv,0,,,,,carevue,,, +,,,,,42762,FARR 6 IN IVF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42763,PORK INSULIN GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42764,PLAMA-LYTE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42768,R groin bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,42769,Rectal Irrigation,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42770,Floor intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42771,lepirudim,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42777,10% ALCOHOL IN 5% D5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42778,HYDROCHLORIC ACID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42779,HCL 75 meq/500ml,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42782,Epidural,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42783,Prostaglandin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42784,cell saver OR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42785,OR CRYO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42786,WD. DRGE,,inputevents_cv,0,,,,,carevue,,, +,,,,,42790,ns w/ 40meq kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42791,Pheresis - In,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42792,nepro (1/2) & promod,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42793,contrast po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42797,20Gm CaGluc/1000ccNS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42799,K+ phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42801,cell saver in or,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42802,VASOPRESSIN CC/HR.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42804,ETOH Grams/hour,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42805,multivitamins,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42811,Aprotinin cc/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42812,betadine chest irrig,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42813,CYCLOSPORIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42814,3/4 str Impact w/fib,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42815,PERITONEAL FLUID,,inputevents_cv,0,,,,,carevue,,, +,,,,,42820,ed crystalloid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42821,aprotinine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42825,farr2,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42826,10mEqK/100cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42827,D5W/20GM CA GLU,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42830,OR CELL SAVER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42831,1/2st impact fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42832,albumin 12.5%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42833,1/2 STR.CRITICARE HN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42836,ANGIO IVF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42839,other,,inputevents_cv,0,,,,,carevue,,, +,,,,,42841,vp shunt,,inputevents_cv,0,,,,,carevue,,, +,,,,,42844,NS fluid bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42845,Angio In,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42848,sodium bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42849,hemovac,,inputevents_cv,0,,,,,carevue,,, +,,,,,42855,ETOH GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42856,CALCIUM GLUGOANTE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42857,SODIUM BICARBOANTE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42858,FLOOR CRYSTALLOIDS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42862,Fendolapam,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42864,ER CRYSTALLOID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42865,Lepriudin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42866,cell saver in OR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42875,cc6 ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42876,ER CRYSTALLOIDS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42878,IR IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42879,Pre adm-Floor IV,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42886,NS CT IRRIGATION,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42887,Travasol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42888,D5W 10%ALCOHOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42894,iv contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42895,MANNITOL 20 %.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42896,NS 150MEQ SOD BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42897,D5W 300MEQ BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42898,D5W 20GMS CA GLUC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42899,FLUCONAZOLE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42900,L FEM,,inputevents_cv,0,,,,,carevue,,, +,,,,,42901,Right brachial site,,inputevents_cv,0,,,,,carevue,,, +,,,,,42902,right femerol,,inputevents_cv,0,,,,,carevue,,, +,,,,,42908,NS W/ 20 GM CAGLUC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42913,angio,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42914,Total IV,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42915,D5W/10GM CAGLUC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42916,calcium gluc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42917,D5W/CAGLU 40GMS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42920,EW FLUID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42921,d5 .225 with 20meq l,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42923,Integrellin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42924,IR CRYST.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42925,L CT SITE,,inputevents_cv,0,,,,,carevue,,, +,,,,,42927,AMPHO B,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42931,HD in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42932,10% alcohol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42933,XYGRIS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42935,CT # 6 & # 2 RT,,inputevents_cv,0,,,,,carevue,,, +,,,,,42938,IR INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42939,1/4ns w 100meqnahco3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42940,co injectate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42941,I.R. EBL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42942,I.R. intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42944,dextran,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42947,ER in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42948,CONTRAST VIA NG/FT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42949,duodenal,,inputevents_cv,0,,,,,carevue,,, +,,,,,42954,Angio IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42955,PLASMAKYTE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42956,mucus stoma,,inputevents_cv,0,,,,,carevue,,, +,,,,,42959,FS PROBALANCE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42965,xigris mcg/kg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42967,Nicardipine (mg/h),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42971,saturated chux pad,,inputevents_cv,0,,,,,carevue,,, +,,,,,42975,DEXTRAN DRIP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42976,CATH LAB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42978,D5LR 20KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42979,NS w/30mmol Kphos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42980,D5 1/4 SODIUM BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42981,Bladder transd.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42985,Pamidronate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42989,DILAUDID/BUPIV.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42990,BUPIVACAINE .50%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42993,10 mea KCL/100cc NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42994,K PHOS 15 MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42995,F6 IV MEDS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42996,F6 PO INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42998,alcohol gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,42999,Sodium Bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43002,F6 U/O,,inputevents_cv,0,,,,,carevue,,, +,,,,,43007,MultiVitamin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43008,cryo or,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43009,ffp pacu,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43010,packed cells pacu,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43013,ANTI-THYMOCYTEN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43014,ER NS BOLUSES,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43017,NET PD,,inputevents_cv,0,,,,,carevue,,, +,,,,,43018,magnesium 1gm/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43020,TPA 50mg/250cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43021,TPA 50mg/250cc #2,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43023,probalance 15gm prom,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43031,steril water,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43032,40 kcl in 500ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43033,CALSTAT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43036,na phosp 15 mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43037,nicardipine HCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43038,Noe gtt 60mg/250cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43039,ca gluc gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43041,FA6 IVF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43044,BYPASS REMOVAL,,inputevents_cv,0,,,,,carevue,,, +,,,,,43047,BUMEX 12mg/500ml,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43049,FLOOR IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43050,ca glu 40gm/1L,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43051,L. GROIN PUNCTURE,,inputevents_cv,0,,,,,carevue,,, +,,,,,43055,FARR 6 COLLOID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43056,NA PHOS 15MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43059,Direct suction,,inputevents_cv,0,,,,,carevue,,, +,,,,,43061,40Gm CaGluc/1000ccNS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43062,D5W w/ 40gms cagluc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43063,NS w/40gms CaGluc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43070,Ca++ Gluconate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43073,NaPO4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43076,h2o flush q 8hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43077,L. GROIN,,inputevents_cv,0,,,,,carevue,,, +,,,,,43080,NS w/30mmol NaPhos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43081,QUICKMIX,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43083,g-t residual,,inputevents_cv,0,,,,,carevue,,, +,,,,,43086,Nicardipine gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43087,3/4 RESPALOR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43088,1/2str impact/fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43089,ns w/ 40 meq kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43090,NICADRDIPINE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43091,GALLBLADDER DR FLUSH,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43092,INTAKE ED,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43097,vicu intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43107,intake from floor,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43108,contrast via ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43109,Golytly,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43112,preadmit to ICU NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43113,SOIDUM PHOSPHATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43118,probalance tf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43122,rectal irrigation,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43125,xigris cc/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43126,d5w/40 gm ca gluc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43131,iv intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43132,RL + 20K/100,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43134,1/2 STR IMPACT/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43135,NS/40GM CA GLU,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43136,DEXMEDETOMIDINE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43137,"GT, straight, perf'd",,inputevents_cv,0,,,,,carevue,,, +,,,,,43139,HCL GTTS 75MEQ/500ML,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43140,D5W/1L/2AMP BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43141,PD,,inputevents_cv,0,,,,,carevue,,, +,,,,,43147,1/2STR PROMOTE/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43168,d10 bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43169,Bicarb drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43170,TPN D21.5 with hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43228,D10W BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43229,D10 bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43230,Portagen,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43232,1/2 NS flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43233,TPN D10.5 with hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43234,TPND10.5 with hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43235,contrast dye,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43237,25% Albumin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43238,Potassium Chl. Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43240,Portagen w/PoMod NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43241,Portagen 20 cal po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43242,portagen,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43319,Carnation Good Start,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43320,D10W NSS W/.5Uhep.:,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43321,D14.5 lytes and hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43322,Lipid tubing change,,inputevents_cv,0,,,,,carevue,,, +,,,,,43332,void,,inputevents_cv,0,,,,,carevue,,, +,,,,,43346,tpn d13.5 with hepan,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43353,Albumin (human) 25%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43354,normal saline flushs,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43356,Lt. upper CT,,inputevents_cv,0,,,,,carevue,,, +,,,,,43357,Rt. upper CT,,inputevents_cv,0,,,,,carevue,,, +,,,,,43364,kcl infusion,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43366,ur.cc/kg/hr,,inputevents_cv,0,,,,,carevue,,, +,,,,,43367,Portagen NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43370,Portagen 24,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43381,cc/kg/hr,,inputevents_cv,0,,,,,carevue,,, +,,,,,43387,Fentanyl bolus:,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43394,Similac,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43395,3/4 str Prosobee,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43403,IV D10W BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43406,.45 NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43407,Rectal irrigation,,inputevents_cv,0,,,,,carevue,,, +,,,,,43418,D10w BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43423,D10W bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43424,PE20 FS PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43425,PE20 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43426,Subgaleal shunt dng,,inputevents_cv,0,,,,,carevue,,, +,,,,,43432,Similac w/ iron,,inputevents_cv,0,,,,,carevue,,, +,,,,,43438,D12.5 bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43439,NG EAR 30cal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43440,PO EAR30 cal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43444,GT vent,,inputevents_cv,0,,,,,carevue,,, +,,,,,43457,PE24FSPO+MCT+Poly+PM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43461,IV meds and flushes,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43465,Alimentum 28 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43466,Alimentum 28 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43469,PE24FSNG+Promod+HMF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43470,PE24FSPO+Promod+HMF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43471,D10 Bolus,,inputevents_cv,0,,,,,carevue,,, +,,,,,43472,ur/kg/hr,,inputevents_cv,0,,,,,carevue,,, +,,,,,43473,IV Meds,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43474,GT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43475,Prosobee 20cal GT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43476,Prosobee 24cal GT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43485,Nutramagen,,inputevents_cv,0,,,,,carevue,,, +,,,,,43488,Portagen 20cal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43493,Umbi hernia,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43497,PE24+2HMF NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43505,PE24NG+MCT+Promod,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43506,PE24NG+2MCT+Promod,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43507,PE24PO+2MCT+Promod,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43508,ENFAMIL AR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43509,ENFAMIL AR 28 cal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43514,SIMILAC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43515,NEOSURE 22,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43516,Neosure with 2 polye,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43520,ml/kg/day,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43521,ml/kg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43526,ur/cc/kg/hr,,inputevents_cv,0,,,,,carevue,,, +,,,,,43532,Needle Aspiration,,inputevents_cv,0,,,,,carevue,,, +,,,,,43539,repogle,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43540,PN D10.5W,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43541,Pregestimil 22cal NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43542,Pregestimil 22cal PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43547,urcc/kg/day,,inputevents_cv,0,,,,,carevue,,, +,,,,,43548,ur cc/kg/hr,,inputevents_cv,0,,,,,carevue,,, +,,,,,43553,PE22 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43555,TPN D24,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43571,nitrates,,inputevents_cv,0,,,,,carevue,,, +,,,,,43572,drooling,,inputevents_cv,0,,,,,carevue,,, +,,,,,43583,UO/KG/hour,,inputevents_cv,0,,,,,carevue,,, +,,,,,43584,Sterile Water NG,,inputevents_cv,0,NG Feeding,,,,carevue,,, +,,,,,43586,D10w Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43588,.45%NS FLUSH,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43590,ur/cc/kg,,inputevents_cv,0,,,,,carevue,,, +,,,,,43593,IV D6W,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43597,Hep Flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43598,GT Pedialyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43599,Enfamil AR 24 GT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43616,ALIMENTUM 24CAL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43619,Bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43622,cc/kg,,inputevents_cv,0,,,,,carevue,,, +,,,,,43631,Neosure 22 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43632,Neosure 22 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43636,cc/k/h,,inputevents_cv,0,,,,,carevue,,, +,,,,,43639,UR.cc/kg/hr,,inputevents_cv,0,,,,,carevue,,, +,,,,,43647,UO cc/k/hour,,inputevents_cv,0,,,,,carevue,,, +,,,,,43648,D-10 Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43649,Cerebral Spinal Fld. LP,,inputevents_cv,0,,,,,carevue,,, +,,,,,43656,Sucrose,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43657,Similac 60/40,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43661,bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43663,.9% NS flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43664,PN-D11.5 with heparn,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43674,Sodium Phosphate IV,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43677,cyclosporin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43678,APC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43683,mucomyst,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43689,HD fluid removal,,inputevents_cv,0,,,,,carevue,,, +,,,,,43693,cyclosporin iv drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43699,d5 1/4 ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43700,Solumedrol mg/kg/min,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43701,ns with 2 amps bicab,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43704,er in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43707,RLQ OPEN AREA,,inputevents_cv,0,,,,,carevue,,, +,,,,,43708,left groin site,,inputevents_cv,0,,,,,carevue,,, +,,,,,43709,L.ARM BAG,,inputevents_cv,0,,,,,carevue,,, +,,,,,43712,Pregesimil FS PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43713,Pregestilmil FS NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43719,golytle prep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43720,ivf on medical floor,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43725,D5W 150meq Sod Bicar,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43726,cagluc (40gm/l),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43727,bupivacaine.1% popli,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43728,bupivacaine.1% r axi,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43733,D5W & 40Gm CaGluc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43739,OR INPUT CRYSTALLOID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43740,EBL FROM OR,,inputevents_cv,0,,,,,carevue,,, +,,,,,43744,NS bladder pressure,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43745,k phos 15 mm,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43746,gastrografin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43747,CALCIUM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43750,ANGIO CRYSTTALOID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43757,JT flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43759,NS 40K 500CC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43763,Bladder presure,,inputevents_cv,0,,,,,carevue,,, +,,,,,43764,circ,,inputevents_cv,0,,,,,carevue,,, +,,,,,43765,NS/10MG XIGRIS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43766,Similac 24 cals/oz,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43767,Sim-24,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43768,Sim-24(NG),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43772,thoracentisis,,inputevents_cv,0,,,,,carevue,,, +,,,,,43773,barium prep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43774,Sim-26 w/promod,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43775,Sim-26 w/promod (PG),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43776,Sim-26 w/promod(PO),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43777,Sim-26 w/promod (PO),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43778,CITRATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43798,FARR 10 INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43799,1:1 U/O REPLETION,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43810,0.5:1 U/O REPLETION,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43813,wound leakage,,inputevents_cv,0,,,,,carevue,,, +,,,,,43819,1:1 NS Repletion.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43823,D5W 100MEQ BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43825,.5:1 NS REPLETION,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43826,HYDROCHLORIDE ACID G,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43829,PERITONEAL DIALYSATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43835,EW IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43838,500ns/40meqkcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43839,cryst in ed,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43845,ascites fld,,inputevents_cv,0,,,,,carevue,,, +,,,,,43852,readicat contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43855,Vaginal and Back Wnd,,inputevents_cv,0,,,,,carevue,,, +,,,,,43861,PD Intake,,inputevents_cv,0,,,,,carevue,,, +,,,,,43864,PD intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43865,St.H20/Na Acetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43866,3/4 STR IMPACT/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43867,1/2 Na Acet 0.5u Hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43869,Peritoneal fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,43872,Potassium 20meqIVPB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43874,HEPATIC DRN FLUSH IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43875,NA PHOSPHATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43877,OR ascites,,inputevents_cv,0,,,,,carevue,,, +,,,,,43880,Angion intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43882,FoleyIrrigant,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43883,Hemoccult,,inputevents_cv,0,,,,,carevue,,, +,,,,,43886,T-7 intrathecal dngn,,inputevents_cv,0,,,,,carevue,,, +,,,,,43889,NA PHOS IN NSS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43900,1/2STR. IMPACT + FIB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43901,blood loss,,inputevents_cv,0,,,,,carevue,,, +,,,,,43902,PHERESIS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43903,Vanco Enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43904,D51/4NS+100MeqNaHCO3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43909,H20 BOlus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43910,Thoracentisis,,inputevents_cv,0,,,,,carevue,,, +,,,,,43921,readycat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43923,Oral Contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43924,Vancomycin enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43928,ECMO CRYSTALLOID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43929,Floor Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43930,na phosphate in ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43936,FREE WATER BOLUSES,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43939,NS 500+40K,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43940,VICU INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43942,CHEMOTHERAPY,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43950,40 KCL/500 NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43951,NA POSPHATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43952,OR Cyroprecipatate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43957,15 m sodium phos e,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43962,Neocate 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43969,kvo line,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43971,parencentis.,,inputevents_cv,0,,,,,carevue,,, +,,,,,43972,k phos 15 mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43973,Nipple Type,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43974,Nipple type,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43975,FREE H20 BOLUSES,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43977,bag from incision,,inputevents_cv,0,,,,,carevue,,, +,,,,,43979,na+ phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43982,Cladribine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43983,Pericardial flush:NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43986,iv bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43990,SOD PHOSPHATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43993,15 MM NA PHOSPHATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43994,3/4 IMPACT/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43997,D 10W bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43998,anigo intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,43999,1/2ns1000+20k,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44000,floor in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44001,Go-Lytely,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44008,PROTONIX,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44009,K phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44010,Promote w/ fiber 3/4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44011,ENDOSCOPY,,inputevents_cv,0,,,,,carevue,,, +,,,,,44016,THOROCENTISIS,,inputevents_cv,0,,,,,carevue,,, +,,,,,44020,baricat ct contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44021,OR Ascites,,inputevents_cv,0,,,,,carevue,,, +,,,,,44023,READICAT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44031,Plasma-lyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44033,adjustment,,inputevents_cv,0,,,,,carevue,,, +,,,,,44036,P.D. In,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44037,Dialysate Instilled,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44038,d5w&25meqk+acetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44041,D5W 50 meq Ca Acetat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44042,40k/500ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44043,Angio in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44044,FFP Drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44045,3/4st promote wfiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44047,40 KCL/500CC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44048,Floor cryst,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44049,angio cryst,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44050,2/3 str impact/fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44053,normal saline bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44054,PD IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44056,Peritoneal Fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,44057,OR/PACU,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44059,1/2st impact/fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44061,3/4 IMPACT W/ FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44064,plasma phoresis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44070,NEOSURE PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44076,NS 500+ 40 KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44077,Floor ouput,,inputevents_cv,0,,,,,carevue,,, +,,,,,44089,Methylprednisone,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44091,1/2na acetate1/2hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44092,1/2na acetate 1/2hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44094,Lactulose enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44096,solumedrol 10575/500,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44098,BILE REFEED,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44100,D5W with 3amps NaHC3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44101,30 mmol na phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44102,Plasmalyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44105,3/4 STR NEPRO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44106,Imp/fiberHALF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44107,Acetylcysteine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44109,500NS/KPHOS30mm,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44110,RL BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44111,sodiumbicarb 100meq,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44112,CBP FLUID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44115,K+ Phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44116,Methylpred,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44117,pigtail infusion,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44118,LUMBAR,,inputevents_cv,0,,,,,carevue,,, +,,,,,44122,PD catheter,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44123,st cath,,inputevents_cv,0,,,,,carevue,,, +,,,,,44125,Protonix Drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44126,fl bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44127,ur.cc/kg/day,,inputevents_cv,0,,,,,carevue,,, +,,,,,44128,NS with Folic Acid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44129,ANTITHYMO-GLOBULIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44130,malinkot flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44131,CT site,,inputevents_cv,0,,,,,carevue,,, +,,,,,44139,ep intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44141,ogt,,inputevents_cv,0,,,,,carevue,,, +,,,,,44144,NIPPLE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44145,paracenitis,,inputevents_cv,0,,,,,carevue,,, +,,,,,44150,vag bld,,inputevents_cv,0,,,,,carevue,,, +,,,,,44155,Amino Acid 4.25%D5%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44156,oxytocin 10 units/LR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44160,BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44162,KPO4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44163,enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44164,OR INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44165,APROTININ ML,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44166,BICARBONATE-HCO3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44167,foley flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44168,cath lab our,,inputevents_cv,0,,,,,carevue,,, +,,,,,44169,Blood from oral sx,,inputevents_cv,0,,,,,carevue,,, +,,,,,44172,FFP GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44175,R groin,,inputevents_cv,0,,,,,carevue,,, +,,,,,44179,1/2 st IMPACT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44182,SODIUM BICARB 150MEQ,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44184,LR Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44188,rep.+dialysate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44190,tpa 50 mg in 500cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44200,FLUID BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44202,Impact w/fiber 2/3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44203,Albumin 12.5%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44204,Foley Catheter,,inputevents_cv,0,,,,,carevue,,, +,,,,,44206,D5 0.25%NS 20mEq KCl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44207,D51/4 w/40meq Kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44212,Ascites,,inputevents_cv,0,,,,,carevue,,, +,,,,,44217,vac,,inputevents_cv,0,,,,,carevue,,, +,,,,,44218,impact w/fiber 3/4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44219,diaphoresis,,inputevents_cv,0,,,,,carevue,,, +,,,,,44220,Calcium Gluc 40gm,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44223,Octreotide,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44224,PEROTONEAL FLUID,,inputevents_cv,0,,,,,carevue,,, +,,,,,44236,E.R. FFP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44240,kayexelate enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44242,or cryo,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44244,LACTULOSE ENEMA,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44246,KPO4 30 MM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44255,D5 WITH 3 AMPS BICAB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44263,fluid bolus ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44264,pericard hep/ns 1:1,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44265,Enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44270,HD removal,,inputevents_cv,0,,,,,carevue,,, +,,,,,44276,ER IV fluid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44277,water flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44279,Cranberry Juice,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44287,OR Cryo,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44289,pigtail flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44292,BICARB 150 MEQ,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44294,ice chips,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44297,ON FLOOR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44302,Neosure 20 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44303,Sim 28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44305,BAROCAT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44306,methadone,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44310,f10 in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44311,Pigtail flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44312,1/2 NaAc (UA),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44318,Impact/fiber/Pepto,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44319,thoracensesis,,inputevents_cv,0,,,,,carevue,,, +,,,,,44323,ED IVF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44324,cyclosporin 2mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44326,THORACENTISIS,,inputevents_cv,0,,,,,carevue,,, +,,,,,44329,ED CRYST.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44330,0.45NSS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44331,cyclosporin 4mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44335,D5W Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44339,NA phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44341,3/4 str Imp/Fib,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44343,MgSO4 20gm/500cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44344,BLADDER PRESSURE FLD,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44345,methodone,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44346,calicum gluconate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44354,insulin carrier,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44355,bicarb 150meq,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44358,Ambisone,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44361,ACETYLCYSTER.42GM/1L,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44362,TPN CORRECTION,,inputevents_cv,0,,,,,carevue,,, +,,,,,44366,SOLU-MEDROL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44367,LR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44369,ER IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44370,INAMRINONE LACTATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44376,primo II,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44377,ca gluconate gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44379,Mushroom catheter,,inputevents_cv,0,,,,,carevue,,, +,,,,,44381,NG residual,,inputevents_cv,0,,,,,carevue,,, +,,,,,44383,L groin,,inputevents_cv,0,,,,,carevue,,, +,,,,,44385,pre admission intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44386,D5 LR with 40mEq K+,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44387,Gu irrigant,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44390,Neosure 30 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44391,Neosure 30 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44394,Neosure 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44396,Rectal gastrograffi.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44399,D5RL 20KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44404,k phos gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44407,K PHOS 30MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44413,rectal vanco,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44414,1/2 str NEPRO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44415,urcc/kg/hr,,inputevents_cv,0,,,,,carevue,,, +,,,,,44419,ew ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44420,Enfamil AR PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44423,Totals from midnight,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44424,Sodium bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44425,3/4ST IMPACT/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44426,bolus ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44427,RITUXIMAB 600MG/NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44430,plasmalyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44431,plasmalyte bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44435,Nipple,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44437,l&d intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44439,.45NS BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44440,Normal Saline Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44441,calcium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44442,PLASMALYTE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44446,replacement fluid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44447,kcl phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44451,Impact w/Fiber 3/4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44458,CMV IG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44459,ET aspirate,,inputevents_cv,0,,,,,carevue,,, +,,,,,44460,Impact w/Fib 1/2 Str,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44464,K PHOS-30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44465,bupivicaine 1%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44466,bupivicaine .1%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44467,Amphotericin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44469,NA Phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44470,Pregesamil PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44471,barocat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44472,D50,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44473,er,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44477,1/2 NS REPLACEMENT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44478,cc:cc REPLACEMENT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44479,potassium phospate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44480,er intake iv,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44483,APROTINEN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44484,1/2 str Nepro,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44486,ed ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44487,Cryst on floor,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44488,Readi-Cat 2,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44491,.9NS bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44492,Free Water,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44494,r fem puncture site,,inputevents_cv,0,,,,,carevue,,, +,,,,,44495,GT Residual,,inputevents_cv,0,,,,,carevue,,, +,,,,,44498,er ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44499,ER input,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44500,Rituximab 50mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44503,1/2NS CC:CC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44504,1/2 ns 1/2cc:cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44505,farr7 intake-iv,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44507,farr7 lower abd drai,,inputevents_cv,0,,,,,carevue,,, +,,,,,44508,farr7 upper abd drai,,inputevents_cv,0,,,,,carevue,,, +,,,,,44510,pheresis pos balanc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44511,Plasmapheresis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44515,PLASMAPHERESIS IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44516,PRIMO 2 CABG STUDY,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44517,pheresis ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44518,Insulin Carrier,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44519,farr 10 in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44521,LR bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44523,Neocate 20 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44525,Quick Mix.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44526,dialysate 1.5% dex,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44527,dialysate 2.5%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44528,plasmapheresis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44529,Primo study cc/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44534,Angio contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44537,D5 .2,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44539,D5W W/ NAHCO3 150MEQ,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44544,Peritoneal Dial In,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44547,intrathecal catheter,,inputevents_cv,0,,,,,carevue,,, +,,,,,44552,VAC dsg,,inputevents_cv,0,,,,,carevue,,, +,,,,,44553,thorocentisis,,inputevents_cv,0,,,,,carevue,,, +,,,,,44554,7.5mEq NaAcetate/100,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44555,Catheter,,inputevents_cv,0,,,,,carevue,,, +,,,,,44559,ISUPEL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44560,blood,,inputevents_cv,0,,,,,carevue,,, +,,,,,44568,PR vanco,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44570,d 10w bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44573,15mmol K+Phos.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44575,EW input,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44578,Neosure 26cal NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44579,Neosure 26cal po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44580,Hep B IG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44582,250 N/S 15MM NA PHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44583,Pad change,,inputevents_cv,0,,,,,carevue,,, +,,,,,44584,Dialysate IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44585,Methylprednisolone,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44590,ed intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44591,dialysate 4.25%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44601,potass phosp 15mm,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44602,NaHCO3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44603,GI UNIT INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44605,mushroom cath,,inputevents_cv,0,,,,,carevue,,, +,,,,,44607,NaAc7.5 st. water,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44608,3/4 ST IMPACT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44609,Na Acetate/Heparin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44610,BUPIVICAINE .1%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44614,SterileH20/NaAcetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44615,Sterile H20/Na Acet,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44616,k phos 30mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44621,PD exchange 2.5%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44625,KPHOS 15MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44627,Factor VII,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44628,tpn 21 with heprin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44630,Procedure Suction,,inputevents_cv,0,,,,,carevue,,, +,,,,,44631,3/4str impact/fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44632,D50%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44633,ns boluses,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44634,d5w& 3 amp nabicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44635,D50% (50g/100cc),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44638,R LQ punch,,inputevents_cv,0,,,,,carevue,,, +,,,,,44642,ER Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44645,GO LYTLE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44647,ENEMA GASTROGRAFFIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44648,D5W + 150MEQ BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44653,OCTREOTIDE MCG/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44658,ur.cc/kg,,inputevents_cv,0,,,,,carevue,,, +,,,,,44667,floor iv intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44668,mucomist,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44673,EleCare,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44675,1/2 ST IMPACT/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44678,Elecare 20 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44679,Elecare 20 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44683,floor crystalloid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44688,c.o. injectate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44690,1/2 NS + 20 KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44695,40mEq in 500cc.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44696,SterileH2O+NaAcetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44697,NaAc w/hep/UAC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44698,peritoneal dialysate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44699,2/3 st impact /fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44702,IVF IN ERCP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44703,plueravac #2,,inputevents_cv,0,,,,,carevue,,, +,,,,,44711,potassium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44712,OSH input,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44713,free water q6hrs,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44722,EW crystalloids,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44723,PAPAVERINE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44725,Hep B immune globuln,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44728,skin bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,44737,NS CT IRRIGANT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44738,CT warming fluid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44741,NS FLUID BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44742,D5W WITH BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44743,PROSOBEE 24 by conc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44749,calcium drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44751,str. cath,,inputevents_cv,0,,,,,carevue,,, +,,,,,44757,Foley Cath,,inputevents_cv,0,,,,,carevue,,, +,,,,,44759,protonix gtt 8mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44760,NS WITH K-PHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44761,Free H20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44762,potassium phos 30mml,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44763,IVF from floor,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44765,Imp with fiber 1/2st,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44766,peri pad change,,inputevents_cv,0,,,,,carevue,,, +,,,,,44769,ER intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44770,Water NG flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44772,1/2str Impt with Fib,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44774,500cc NS w/40meq kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44776,bile,,inputevents_cv,0,,,,,carevue,,, +,,,,,44777,procedure EBL,,inputevents_cv,0,,,,,carevue,,, +,,,,,44779,Baricat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44780,Enfamil 30cals/ounce,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44783,Enfamil 30 cal NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44784,chest aspirate,,inputevents_cv,0,,,,,carevue,,, +,,,,,44787,chemo ara-c,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44789,#3 CT-POSTERIOR,,inputevents_cv,0,,,,,carevue,,, +,,,,,44791,D5 150meq NA Bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44793,protonix80mg/250ccNS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44795,CHEMO:Alb w/ Sargram,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44796,CHEMO:Cytarabine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44797,Protonix IV,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44798,EW IV intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44799,Enfamil 26 by conc.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44800,kvo,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44804,ED crystalloid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44805,NA PHOS 30 MMO;,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44815,LR BOLUS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44817,intake angio,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44818,ouput angio,,inputevents_cv,0,,,,,carevue,,, +,,,,,44819,FFP ON FARR 2,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44820,pantoprazole gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44822,PD in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44823,NaPhos30mmol/250NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44825,crystalloid- ed,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44826,1/2 str impact,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44827,ca gluconate 10%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44830,k phos 30 mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44832,ED IVFs,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44833,phoresis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44835,ED FLUID INTAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44836,Sodium PHosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44838,pharesis fluids,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44842,IV INTAKE F2,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44844,ampho,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44848,2/3 ST IMPACT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44849,protonix gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44850,BARI-CAT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44852,PACU Supra pubic,,inputevents_cv,0,,,,,carevue,,, +,,,,,44855,Calcium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44856,plasmaphersis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44861,Pheresis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44862,BLADDER PRESSURE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44863,LACTULOSE ENEMA'S,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44864,15mmol Na+ Phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44870,JT in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44871,FIB left leg,,inputevents_cv,0,,,,,carevue,,, +,,,,,44873,plasmapharesis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44874,barycat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44876,Prom w/Fib 1/2 str,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44877,RITUXIMAB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44878,Pheresis Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44881,N/S WITH 40MEQ OF KL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44885,3/4 promote/fiber/tf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44887,2/3PROMOTE/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44889,IR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44893,D5W 500ml bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44894,N/s 500 ml bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44897,Insensible Losses,,inputevents_cv,0,,,,,carevue,,, +,,,,,44900,PD ouput,,inputevents_cv,0,,,,,carevue,,, +,,,,,44902,Plasma-Lyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44905,ed blood products,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44907,Barocat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44908,free water po intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44912,pheresis.,,inputevents_cv,0,,,,,carevue,,, +,,,,,44915,D5LR 40K,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44916,Readi-CAT 2,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44917,Ascitic fluid OR,,inputevents_cv,0,,,,,carevue,,, +,,,,,44918,Rituximab,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44919,Plasmaphoresis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44924,3/4str impact w/fib,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44927,CRRT HEPARIN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44932,CC7 Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44934,mushroom catheter,,inputevents_cv,0,,,,,carevue,,, +,,,,,44936,mucomist 10000/250,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44937,MVI bag,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44938,GT to gravity,,inputevents_cv,0,,,,,carevue,,, +,,,,,44945,1/2cc/1cc replace,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44948,Flushpack,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44949,gu irrigant,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44950,cc/cc replacement,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44952,OR Albumin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44953,OR plasmalyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44954,OR CVVHDF,,inputevents_cv,0,,,,,carevue,,, +,,,,,44960,go-lytly,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44962,40meq K,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44963,CALC GLUC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44964,Fat Emulsion Lipids,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44965,CC/CC REPLACEMENT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44966,1/2NSS & 100 NAHCO3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44971,OGT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44972,INTAKE from cc6,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44976,150meq Bicarb/1L D5W,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44979,500N/S 40meq K+,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44980,farr 2 iv intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44981,farr 2 po intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44983,Bolus NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44986,PACU intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44987,d5w NHCO3 150,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44990,acites,,inputevents_cv,0,,,,,carevue,,, +,,,,,44991,HCL DRIP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44994,PD Dwell,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44998,multivitamin IV,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,44999,Abdominal fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,45001,R fem. bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,45002,Abdomen site,,inputevents_cv,0,,,,,carevue,,, +,,,,,45003,Left arm,,inputevents_cv,0,,,,,carevue,,, +,,,,,45004,PROTONIX 8MG/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45010,Cyclospoprin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45012,Hemodiaylsis,,inputevents_cv,0,,,,,carevue,,, +,,,,,45013,READI-CAT 2,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45016,Hydrochloric Acidgtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45020,RBC waste,,inputevents_cv,0,,,,,carevue,,, +,,,,,45021,Mushroom cath,,inputevents_cv,0,,,,,carevue,,, +,,,,,45023,methylprednisolone,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45024,Protonix 80mg/250cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45027,leeking skin bags,,inputevents_cv,0,,,,,carevue,,, +,,,,,45029,na bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45031,BICARB GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45032,1/2str Impact,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45033,R Groin site,,inputevents_cv,0,,,,,carevue,,, +,,,,,45034,Kphos 15mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45035,abdominal incision,,inputevents_cv,0,,,,,carevue,,, +,,,,,45036,Lactulose PR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45037,CO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45038,1/2 str. Nepro,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45041,RIGHT THORACENTISIS,,inputevents_cv,0,,,,,carevue,,, +,,,,,45045,WaterBolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45046,menses,,inputevents_cv,0,,,,,carevue,,, +,,,,,45047,NA Phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45048,E24,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45050,MARCAINE LEFT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45051,MARCAINE RIGHT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45052,E20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45053,E24 +2corn oil,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45057,DSG site,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45058,Hernia,,inputevents_cv,0,,,,,carevue,,, +,,,,,45059,edema extremities,,inputevents_cv,0,,,,,carevue,,, +,,,,,45072,250 n/s 15MML NAPHOS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45073,IV fluid bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45074,pedialyte GT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45075,Enfamil20 GT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45079,500 cc ns bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45080,epidural gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45090,CRYST FROM FLOOR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45091,BRBPR in EW,,inputevents_cv,0,,,,,carevue,,, +,,,,,45092,PAD UNDER PACKING,,inputevents_cv,0,,,,,carevue,,, +,,,,,45094,IV CONTRAST,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45096,Vecuronium drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45097,HD liters taken off,,inputevents_cv,0,,,,,carevue,,, +,,,,,45101,Gentamycin chest irt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45103,Phoresis intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45104,CUTANEOUS WOUND DRG,,inputevents_cv,0,,,,,carevue,,, +,,,,,45107,1/2 promote/fibre e,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45108,D5W/amino acid 4.25%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45109,effluent,,inputevents_cv,0,,,,,carevue,,, +,,,,,45114,D5W&Mucomyst,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45115,effluent retained,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45119,Gentamycin Chest Irn,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45125,KVO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45126,1/2 impact /fibre,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45128,15mmol NaPhos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45130,C.O. INJECTATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45131,D5W Bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45132,SODIUM PHOS IN NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45133,ns with Na Phos 15 m,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45134,OR Cryocipretate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45137,NS cc/cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45139,Taxol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45140,IV DYE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45143,pd fluid in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45146,intake from vicu,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45149,phresis intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45150,quick mix tpn,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45151,Pulmonary,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45153,vag/peri,,inputevents_cv,0,,,,,carevue,,, +,,,,,45154,Free H20 bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45155,ns cc/cc replacement,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45156,10meq k+/100,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45157,ca+ gtt for cvvh,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45159,ER IV NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45160,novasource,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45161,D5W & 3 AMP BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45162,incision drg,,inputevents_cv,0,,,,,carevue,,, +,,,,,45163,thoracentecis,,inputevents_cv,0,,,,,carevue,,, +,,,,,45164,HepB Immune Globulin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45165,Chest wound,,inputevents_cv,0,,,,,carevue,,, +,,,,,45166,Groin,,inputevents_cv,0,,,,,carevue,,, +,,,,,45168,free water bolous,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45169,protonix drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45170,promote/fib/beneprot,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45171,FLOOR INTAKE IV,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45172,40meq KCL/500ml NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45176,NOVASOURCE/PULMONARY,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45177,Nepro 3/4 w/Bene 75g,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45179,ACETYLCYSTEINE GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45180,ct gent gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45182,ns ivfin ed,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45183,ED,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45184,mannitol 20%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45185,3/4 str promote/fibr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45186,Insulin carrier,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45187,PCA carrier,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45189,Baracat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45191,F5,,inputevents_cv,0,,,,,carevue,,, +,,,,,45195,NOVASOURCE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45197,dye,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45200,Novasource,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45201,ABDOMINAL SECRETIONS,,inputevents_cv,0,,,,,carevue,,, +,,,,,45203,Gent chest irrigant,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45206,D5W & 3 AMP BICARD,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45207,dye first cath,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45208,NS thru portal cath,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45211,mannitol 50 grams,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45213,cath lab contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45214,OR cellsaver,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45216,Mannitol 25GM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45217,7.7meq NaAcetate/H20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45218,JT leakage,,inputevents_cv,0,,,,,carevue,,, +,,,,,45220,ns w/40 KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45223,bowel prep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45224,NA PHOSPHATE 15MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45225,bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,45226,NA Phosphate 30mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45228,GI unit Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45230,medical floor ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45232,bladder pres. saline,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45233,peripad count.,,inputevents_cv,0,,,,,carevue,,, +,,,,,45236,Sim30 w Polycose NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45237,Sim30 w Polycose PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45238,vaginal staining,,inputevents_cv,0,,,,,carevue,,, +,,,,,45239,iv upon arrival,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45241,3/4 str UltraCal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45244,PO Fluids,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45249,QUINIDINE GLUCONATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45253,ER COLLOIDS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45265,CONTRAST via NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45268,CALCIUM FOR CVVHD,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45270,intrathoracic fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,45271,Chucks Pad Weight,,inputevents_cv,0,,,,,carevue,,, +,,,,,45273,SC33 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45274,SC33 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45275,Bumetanide,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45276,Pantroprazole,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45279,3/4 Strg Nepro,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45282,D5W 150MEQ BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45286,.9%NS w/30mml NaPhos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45287,lt groin site,,inputevents_cv,0,,,,,carevue,,, +,,,,,45288,rt & lt groin sites,,inputevents_cv,0,,,,,carevue,,, +,,,,,45289,ivf on floor,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45290,na+phos 15mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45292,IVPPI,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45293,15 mmol naphos/NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45294,gentamycin ct irrig,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45297,SC 31 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45298,ED NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45300,Na Acetate +.05 hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45302,acetylcysteine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45303,NA PHOS 0mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45305,500NS & KPhos 30mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45308,left knee aspirate,,inputevents_cv,0,,,,,carevue,,, +,,,,,45310,redi cat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45311,colyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45312,pheresis net bal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45313,BARICAT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45314,Neosure 26 cal po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45315,neosure 26cal ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45317,or cryoprecipate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45318,or plasmalyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45319,REDICAT for CTabd,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45320,NaAce+1/2Hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45321,LR w/50meqNAacetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45322,NS Insulin Carrier,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45323,Pulmonary TF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45325,NaAc+NaCl+H20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45326,from cc7,,inputevents_cv,0,,,,,carevue,,, +,,,,,45329,NA ACETATE W/ HEP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45330,Neosure30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45331,Neosure30 pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45333,Glucagon infusion,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45334,Neosure32 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45335,Neosure32 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45336,scf 30 gavage,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45339,CT instill-> talc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45343,Nutren Pulmonary FS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45346,DYE IV contrast CT n,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45347,Banana Bag,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45348,NA PHOS (15MMOL),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45349,TPN D11.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45350,NA bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45352,CA GLUC for CVVH,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45353,KCL for CVVH,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45354,OR Cryoprecipitate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45355,OR Plasyalyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45358,d5ns with 40 meqkcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45359,d10 1/2 NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45360,DEXTROSE 25%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45362,30mmol Phos/44meq K,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45363,KPhos 15mmol/250D5W,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45364,SC32,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45369,Mucamyst iv.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45370,REPLETE/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45371,D10W+2meq NaAcetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45372,ERCP IV intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45373,Jevity (TF),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45374,D5NS 40K,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45375,golytely prep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45376,D5W 15mM Phos/22MEQK,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45377,PACU IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45378,Angiography Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45379,OR CELL Saver,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45380,GOLYTLE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45381,replete with fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45382,NA phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45383,NSw/sodium phos15mmo,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45384,SSC 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45385,NUTREN PUL 2/3st mvi,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45386,Similac 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45387,Glucagon 25mg/250,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45388,H20+7.7meqNaAcetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45389,3/4st nepro/benefibr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45390,Liquid SSC28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45391,SSC26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45392,SSC 28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45393,ED cryst,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45394,Sodium Phosphate30mm,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45395,NG CONTRAST,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45396,40meq KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45397,KAYEXALATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45398,LACTULOSE PR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45399,SSC 30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45400,SSC30 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45401,SSC30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45402,Amiodorone,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45403,albumin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45404,NS with 30mm Na Phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45406,Replete w/ fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45407,SC30FeNG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45409,SC32 w/BP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45410,10% Dextran 40,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45414,PARACENTISIS,,inputevents_cv,0,,,,,carevue,,, +,,,,,45416,Cath Lab EBL,,inputevents_cv,0,,,,,carevue,,, +,,,,,45423,VAC LEFT GROIN,,inputevents_cv,0,,,,,carevue,,, +,,,,,45424,VAC RIGHT GROIN,,inputevents_cv,0,,,,,carevue,,, +,,,,,45425,chest vac,,inputevents_cv,0,,,,,carevue,,, +,,,,,45426,PD 1.5% Dextrose,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45427,PD 2.5% Dextrose,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45428,IVF Farr 10,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45429,PO Farr 10,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45430,potassium Chl 40meq,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45431,sodium phos 15mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45432,26 cal po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45433,SC 26cal pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45434,Pedialyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45442,SC32 benoprotein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45443,SSC 30 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45444,SSC 30 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45445,SC26 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45446,SSC 28 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45447,SSC28 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45448,Nutren,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45449,SW with Na acetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45450,SSC26 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45451,SSC26 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45452,SSC28po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45453,Nutramigen 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45454,SC34+BP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45455,SSC28 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45457,SSC26 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45458,SSC26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45459,SSC28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45465,ns w/15mm of na.phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45466,sod.phos. 15mmol/250,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45467,SC28 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45469,SC30 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45470,SC30pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45471,SC30 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45472,SC30PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45473,SC26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45474,SC26 pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45475,SSC 28 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45476,Versed 20mg/50ml D5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45478,Ca,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45480,500cc ns bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45481,Mucamyst.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45482,Nutramigen 22 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45483,Nutramigen 22 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45486,Hemo,,inputevents_cv,0,,,,,carevue,,, +,,,,,45488,ssc26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45490,ssc26 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45491,ssc26 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45492,SW with Na Acetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45495,Peptamen VHP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45497,Replete with Fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45498,NA PHOSPHATE 30MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45499,amphotercin 25mg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45500,THORACASENTESIS,,inputevents_cv,0,,,,,carevue,,, +,,,,,45502,SC 28 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45503,"SC 26 Liquid, NG",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45504,"SC 26 Liquid, PO",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45505,3/4 str nutrin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45506,7.7meqNaacetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45507,SC26 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45508,Similac SC 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45510,Fleet Enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45511,"SC28 liquid, NG",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45513,"SC28 liquid,PO",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45514,"SC28 liquid, PO",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45515,Replete with fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45516,SC30 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45519,SC26liq,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45520,Midazolam(Versed),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45521,SC28liq ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45522,SC 30 liq NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45531,SC 26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45532,IR Lactated ringers,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45534,Neosure 26 cal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45535,Sodium Phos 30mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45537,Ascites in IR,,inputevents_cv,0,,,,,carevue,,, +,,,,,45539,Special Care 28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45540,or ascites,,inputevents_cv,0,,,,,carevue,,, +,,,,,45541,Replete w/Fiber TF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45542,IR Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45543,NaAcetate via UAC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45544,replete full strengh,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45563,KETAMINE 200mgm 50ML,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45564,SSC28NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45565,FARR 10 intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45566,Special Care 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45567,LACTULOSE/Kayexalate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45569,SSC 26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45571,SSC30 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45572,Nutren 3/4str,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45573,Ketamine 100mg/50ml,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45574,Distal 18,,inputevents_cv,0,,,,,carevue,,, +,,,,,45575,Proximal 18,,inputevents_cv,0,,,,,carevue,,, +,,,,,45576,"RUQ, RLQ",,inputevents_cv,0,,,,,carevue,,, +,,,,,45577,Proximal 14,,inputevents_cv,0,,,,,carevue,,, +,,,,,45579,SSC 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45580,SC 28 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45584,NA Bicarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45586,Sim SC26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45587,replete w/fiber 3/4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45588,Sim SC28 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45589,Sim SC28 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45592,7.7 meqs NaAcet+H20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45593,Calcium w/ pheresis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45595,Nutramigen28w/RC PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45596,Nutramigen28w/RC PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45597,REPLETE WITH FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45598,Replete w/fiber FS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45599,SC26 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45600,SC26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45606,SC26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45608,Neosure 22 cal po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45609,readi-cat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45610,G/J collection bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,45612,Neosure 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45614,SimSC30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45621,30mmolNaPhos/NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45623,soap suds enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45625,PND8.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45627,potassium 40/500,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45628,consent,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45629,TPND9.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45630,#11 vent cap/#14 sx,,inputevents_cv,0,,,,,carevue,,, +,,,,,45632,PG Special Care 28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45633,NS Kphos 15mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45634,Sodium Barcarb,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45635,CT #2 assessment,,inputevents_cv,0,,,,,carevue,,, +,,,,,45640,#11 Vent cap/ #16,,inputevents_cv,0,,,,,carevue,,, +,,,,,45641,K PHOSPHATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45643,replete/fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45644,Gentamycin Irrigatin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45646,Angio Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45647,Gentamicin to CT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45648,nutren renal fs,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45649,PO CONTRAST,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45652,Vac dressing,,inputevents_cv,0,,,,,carevue,,, +,,,,,45656,SimSC28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45657,Replete with Fiber.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45659,ssc 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45660,NS+ 15mmol Na Phosph,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45661,Cyclosporine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45662,DYE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45663,Nutramigen 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45667,Sim SC 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45668,ED crystal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45669,ED FFP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45671,Sim SC 28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45673,NA ACETATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45674,Bicarb 250meq/250cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45675,Nutramigen 28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45676,IVF from metrowest,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45677,Special Care 26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45678,SC 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45680,SSC 28 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45681,SSC 30 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45682,bladder pressure in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45683,SC 30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45684,SC 28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45685,SC30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45686,SimSC 28,,inputevents_cv,0,,,,,carevue,,, +,,,,,45687,FLOLAN INFUSION,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45688,NaAcetate+H2O+ Hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45689,sc 28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45690,NA ACETATE+HEP+H2O,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45691,REPLETE W/ FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45692,D10W-4meqKCL-repogle,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45693,Sim SC 28 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45694,CA GLUCONATE 40GM,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45695,K 10MEQ,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45699,ca gluconate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45700,REPLETE/FIBER TFEED,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45701,pulmonary nutren,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45708,SC26cals,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45709,Golytley,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45710,1/2 Nutren Pulmonary,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45713,OR Fluid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45714,OR EBL,,inputevents_cv,0,,,,,carevue,,, +,,,,,45716,REPLETE TF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45717,Sp Care 28 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45718,sc30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45719,SC 26 pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45720,SC 26 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45721,SSC 30 pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45722,SC 26cals,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45723,3/4 str Replete,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45724,SC 26 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45725,SC 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45727,left arm,,inputevents_cv,0,,,,,carevue,,, +,,,,,45728,right arm,,inputevents_cv,0,,,,,carevue,,, +,,,,,45730,Nutramigen22 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45731,SSC 30 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45732,HD off,,inputevents_cv,0,,,,,carevue,,, +,,,,,45734,Farr 10 iv intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45735,Farr 10 po intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45736,Sodium phos 15mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45737,Nut 26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45738,Nut 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45741,Farr 10 u/o,,inputevents_cv,0,,,,,carevue,,, +,,,,,45743,Nestle Good Start,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45744,SC28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45745,Sp Care 26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45746,Sp Care 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45747,floor po intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45748,Neosure 22cal NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45751,iv fluids on floor.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45752,floor,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45754,PN D8.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45755,Protonix GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45756,Golytely,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45757,"SC26,NG",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45759,"SC26,PO",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45761,TPN D6.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45762,sodium phos 30mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45764,METHADONE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45765,Sodium phos 30mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45766,"SC26+BP, NG",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45767,SODIUM PO4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45768,SC 28 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45769,"SC26+BP, PO",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45770,SSC30 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45771,SC30 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45772,Mediastinal irrig,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45773,SC28 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45774,SC28 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45775,1/2 ST REPLETE/FIBER,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45776,D5w 150meq bicab,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45777,2/3Str Replete/Fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45779,ca gluc -20gm/500ml,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45780,kcl - 10meq/100ml,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45781,Sc26 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45782,SSC 28NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45783,SPC28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45784,Neocate 26 pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45785,Neocate 26 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45787,uo on floor,,inputevents_cv,0,,,,,carevue,,, +,,,,,45801,SimSC26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45802,cc/cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45803,SC 30 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45807,7.7meqNaAce/0.5uhep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45808,SC 28 pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45809,SC30 Po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45810,Neocate24 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45818,"Neosure26,PO",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45819,SC28PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45820,Neocate 28 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45821,Neocate 28 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45826,SSC26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45827,SC28PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45830,vaginal bleeding,,inputevents_cv,0,,,,,carevue,,, +,,,,,45833,ns 15mmol na phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45838,PERITONEAL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45839,partial exchange,,inputevents_cv,0,,,,,carevue,,, +,,,,,45842,"SC28,PO",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45843,Rectal,,inputevents_cv,0,,,,,carevue,,, +,,,,,45847,nutren,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45848,SSC 26 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45853,Procainamide HCl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45854,farr 2 ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45856,PLASMA-LYTE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45863,Ssc30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45865,replete w/ fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45868,Neocate +rice cereal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45870,ns 1/2cc:1cc replace,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45871,N-acetylcysteine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45872,tpa cc/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45875,Neocate 26 Corn Oil,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45876,rituximab,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45878,cellsaver,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45880,SSC28 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45881,SC 28cals PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45882,Thoracic angiocath,,inputevents_cv,0,,,,,carevue,,, +,,,,,45885,Pheresis Balance,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45886,IV IG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45887,SC 30cals pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45889,Rituximab 50mg/31.2c,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45891,SSC25PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45892,SSC26PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45893,Similac SC 26 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45894,Similac SC 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45896,Similac SC 28 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45897,Similac SC 28 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45900,sp. care 26 cal ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45901,sp.care 26 cal po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45902,SSC30NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45903,Similac SC 30 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45904,Similac SC 30 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45905,Sim 20 (Rice) NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45906,Sim 20 (Rice) PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45907,Sim 20 (Thick) NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45908,Sim 20 (Thick) PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45909,SIM 26.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45912,R side pleuracent,,inputevents_cv,0,,,,,carevue,,, +,,,,,45913,SC 28 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45915,special care 26 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45916,Special Care 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45917,Special Care 28 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45919,SpecialCare 26 Fe NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45921,SC 26 Fe NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45922,Nutren pulm,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45923,Vaginal,,inputevents_cv,0,,,,,carevue,,, +,,,,,45926,Neocate 20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45928,TPN D8.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45929,SpecialCare 28 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45930,TPN D13.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45931,Sim 20 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45934,F2,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45935,farr 9 intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45936,SC28cals,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45937,po SSC 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45938,SpecialCare28 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45939,TPND9.5+Heparin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45940,7.7meq NaAcet/100cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45941,50%Dextrose,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45942,sim26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45943,acettlcysteine d5w,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45944,Bari-Cat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45945,Special Care 28 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45946,Sim 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45947,Neosure 27,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45948,sc 28 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45949,SC28 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45950,TPN D9.3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45951,PND6,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45953,TPND9.3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45954,7.7mEq NaAcetate h20,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45955,SC30 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45956,"mvi,thiam, folic d5w",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45957,vanco enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45958,26 cal SC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45959,PE30 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45960,28cal SC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45961,PE30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45962,SpecialCare26 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45963,SpecialCare 30 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45964,PE 30 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45965,Neocate24 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45966,Neocate24 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45967,foley,,inputevents_cv,0,,,,,carevue,,, +,,,,,45969,right CT site,,inputevents_cv,0,,,,,carevue,,, +,,,,,45972,l arm abrasion,,inputevents_cv,0,,,,,carevue,,, +,,,,,45978,12 reisman ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45979,NaHcO3 150meq in D5W,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45980,ew-iv fliud,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45981,PE26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45982,PE 28 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45983,Pitocin/LR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45984,PE 30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45985,Kcl 40meq in 500 N/S,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45986,PE 30 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45987,PE30 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45988,PE28 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45989,NS Fluid Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45990,PE28 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45997,PE28 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45998,PE 28 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,45999,PE 28 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46002,PE 26 cals NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46003,PE 26 cals PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46004,PE 26cals NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46005,PE 26cals PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46006,PE 26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46007,Nutrem Pulmonary FS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46008,PE 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46009,PE32,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46010,pantaprozole,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46011,30 mmol kphos/500ccw,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46012,CA GLUC CVVHDF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46013,KCL CVVHDF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46014,PANTOPRAZOLE GTT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46015,PE26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46016,rt. arm bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,46017,PE 30 FS NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46019,PE 30 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46023,VAC,,inputevents_cv,0,,,,,carevue,,, +,,,,,46025,good start Fe,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46026,1/2 Na Acetate+ Hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46027,NaCl 500+Kcl 40,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46031,POTASS PHOS 15 MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46032,E28 (Concentrate),,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46033,E 28 FS PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46036,E26 CONCENTRATE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46038,FLEXISEAL,,inputevents_cv,0,,,,,carevue,,, +,,,,,46039,from beverely hosp t,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46040,7.7meqNaAcetate+Hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46041,7.7 MEQ Na Acetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46042,PE 28 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46043,LLQ wound bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,46045,PE26 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46046,PE28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46047,NA Acetate w/Heparin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46048,PE30 OG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46051,GoLYTELY,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46052,PE26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46053,Kcl 40 meq in 1/2N/S,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46054,N/S + KPO4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46056,PN D9.5 w/ heparin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46057,"PE30,NG",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46061,D5 0.45N/S+NAHCO3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46063,"PE32, BENE PO",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46064,pe32 + beneprotein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46065,MUCOMYST,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46066,PE26cals/oz,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46067,N/S +KCL 40MEQ,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46068,N/S+KPO4 15MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46069,PE 32cals,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46074,VICU IN,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46075,PE32 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46076,PE26 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46077,N/S +15 MMOL Na phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46078,OR cell saver,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46081,IVF ON FLOOR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46083,E28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46084,PE30 w beneprotein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46085,abd wound,,inputevents_cv,0,,,,,carevue,,, +,,,,,46086,N/S +30MMOL KPO4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46087,IV PLASMOLYTE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46088,"PE32,NG",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46089,PE28 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46090,IV Plasmalyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46093,enfacare 22 pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46094,enfacare 22 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46095,ABD INCIS,,inputevents_cv,0,,,,,carevue,,, +,,,,,46097,Pe28 cals/oz,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46100,TPN D10% +hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46101,PE 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46103,Enfacare 22 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46104,Old CT site,,inputevents_cv,0,,,,,carevue,,, +,,,,,46105,2/3 str Impact with.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46106,Enfacare28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46107,1/2 str Imp with Ben,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46109,T3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46110,naAcetate7.7mEq,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46111,PO PE28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46112,PE26 cal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46113,Pe26 + beneprotein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46114,enfacare 26 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46115,IV Rabbit,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46116,"K PHOS, 30 MMOL",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46117,PND13.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46120,15.4meq NaAcetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46122,ER in FFP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46123,ER in NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46124,er in prbc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46126,1/2cc:cc repletion,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46127,PE 26 with BP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46133,sterile H20 via J-T,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46138,N/S +KCL 20MEQ,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46139,"Enfacare 26,PO",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46140,26cal SC with BP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46148,Pedialyte per GT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46149,Enfacare 22 per GT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46150,Good start PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46151,Good Start 20cals,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46152,pe26 conc NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46153,PE 28 cals,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46154,PE28 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46155,PE 28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46156,"PE26 conc,NG",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46157,PE28 conc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46158,PE30 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46159,PO PE26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46160,PE32 w/ beneprotein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46161,Enfacare 28 GT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46162,Enfacare 28 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46163,SC28with beneprotein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46165,PD fluid in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46166,iv intake- farr 9,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46167,IV INTAKE-ANGIO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46169,free water bolus.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46170,colloids in angio,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46171,crystalloids in ango,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46172,CVVHDF CA GLUC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46173,CVVHDF KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46174,Protonix gtt 8mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46175,K PHOS 15MM0L,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46176,1/2 ST IMPACT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46179,mucous bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,46181,Pancr. Pigtail #1,,inputevents_cv,0,,,,,carevue,,, +,,,,,46192,OR cryo,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46194,mesan,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46196,doxorubicin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46197,BUMEX,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46200,12 resiman ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46203,pantoprazole 8mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46205,banana readi cat,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46206,OR d5w,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46207,OR LR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46209,EW fluids,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46211,SSC24,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46212,protonix 80mg/250cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46214,IVPB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46216,D10W with heparin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46217,enfacare26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46218,enfacare26NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46221,Good start,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46222,Plasma pheresis,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46223,potasium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46226,D5W w/40meq K,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46227,go lytely,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46228,Enfacare26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46229,belly fluid.,,inputevents_cv,0,,,,,carevue,,, +,,,,,46233,i/o adjustment,,inputevents_cv,0,,,,,carevue,,, +,,,,,46235,PE 32 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46236,SSC24 with BP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46238,paracentisis fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,46239,PE30 w/Beneprotein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46243,H2O Flushes,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46244,pigtail irrigation,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46245,PE 31 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46246,PE 31 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46247,PE 32 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46248,PE28 w/Beneprotein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46249,R angio site,,inputevents_cv,0,,,,,carevue,,, +,,,,,46250,EBL CVVH,,inputevents_cv,0,,,,,carevue,,, +,,,,,46251,SODABICARB DRIP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46252,CCO Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46254,PE28 w/BP Bottle,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46256,PE 26 w/Beneprotein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46258,D15 bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46260,Breast pump,,inputevents_cv,0,,,,,carevue,,, +,,,,,46261,PE 26w/bp bottle,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46262,dialysate 2.5% in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46263,potassium phos 15mml,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46264,Nutramigen 22 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46265,T4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46266,readi-cat2,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46267,t tibe #2 right,,inputevents_cv,0,,,,,carevue,,, +,,,,,46271,H20 Na Acet and hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46272,Nutramigen26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46273,Nutramigen26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46275,H2O/Hep/NaAcet,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46276,PE26+polycose NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46277,PE26+polycose PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46280,Enfacare 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46281,E24 with BP NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46284,Citrate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46291,Ca Gluconate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46292,CRRT Irrigation,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46293,CRRT Citrate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46294,THORACENTEIS,,inputevents_cv,0,,,,,carevue,,, +,,,,,46296,PE29 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46297,PE29 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46298,Enfacare 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46299,NA Acetate 0.5U hep.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46300,Plasma-Lyte A,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46301,dexmedetomidine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46302,1/2 Nutren Renal TF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46305,hemo dial ultrafil,,inputevents_cv,0,,,,,carevue,,, +,,,,,46308,E 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46311,crrt irrigation,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46312,nutramigen24,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46313,6% Hespan,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46314,NSbolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46316,Pe 30 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46317,Pe 30 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46318,NaAcetate in H2O,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46319,7 feldberg iv,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46320,L ARM,,inputevents_cv,0,,,,,carevue,,, +,,,,,46322,Bicarb Drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46323,D5W w/30mmolNaPhos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46328,Pe 28 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46330,octreotide gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46332,SterileH20NaAcetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46333,Pe 26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46336,10% Dextran 40/D5W,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46337,1/2NaAcet with hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46338,Enfamil 26 Po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46339,pe28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46340,Bupivicaine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46341,Enf28 w/polycose,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46342,Enfacare 26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46343,E26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46344,1/2NaAce + 1:1 Hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46346,PND8.5 with hep 0.5u,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46349,Vac,,inputevents_cv,0,,,,,carevue,,, +,,,,,46351,E28 2cals corn oil,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46352,VAC CHEST DRESSING,,inputevents_cv,0,,,,,carevue,,, +,,,,,46353,osh ivf of ns,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46354,phenytoin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46355,0.9%NS with 40KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46356,N/S + K 40 MEQ,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46357,NSS WITH MULTIVIT,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46358,Sodium phosphate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46359,NS in angio,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46360,ivf from osh,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46361,D5W +3 Amps NaHco3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46362,bicarbonate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46363,na acetate w/ hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46364,KPo4 30mmol /NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46366,fasciotomy,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46367,angio suite,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46369,vac cannister,,inputevents_cv,0,,,,,carevue,,, +,,,,,46383,D5W/0.9NS with meds,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46384,plasma pheresis in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46385,Enf 28 2mct,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46386,Enf 28 2cal corn oil,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46387,Enfacare26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46389,CRRT FLUSH,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46390,N/S K PHOS 30MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46391,7.7MEq NaAcetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46392,NA Acetate/H2O,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46393,PE 26 cal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46397,Neosure 22,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46400,fld bolus,,inputevents_cv,0,,,,,carevue,,, +,,,,,46404,crystalloid from f10,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46406,ed crystalloids,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46407,ED PRBC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46410,angio FFP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46411,Nutramigin 26 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46412,Nutramigin 26 PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46413,peritoneal puncture,,inputevents_cv,0,,,,,carevue,,, +,,,,,46417,citrate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46418,ER ffp,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46419,H20/NA ACETATE/HEP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46420,PE26 PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46421,PE 26cals,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46422,rescue line flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46423,ed foley,,inputevents_cv,0,,,,,carevue,,, +,,,,,46427,N/S + VINCRISTINE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46428,N/S +ETOPOSIDE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46429,sodium phosphate 15m,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46430,Open ABD wound,,inputevents_cv,0,,,,,carevue,,, +,,,,,46431,1/2 NaAce w1/2 uHep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46432,7.7 meq NaAcetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46433,Na Acetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46434,Na Acetate with hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46436,U/O /kg/hour,,inputevents_cv,0,,,,,carevue,,, +,,,,,46438,PE26NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46439,7.7meqNaAc w1/2uhep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46440,PE26PO,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46441,19.25 neq Na Acetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46442,TPN D5.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46443,PE 26cal,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46445,PO PE 30,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46447,PN D9.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46448,PN D 8.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46451,15.4 mEq Na Acetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46453,potassium 10/100,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46455,D5W +NaHcO3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46457,Golytely bowel prep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46458,PN D 11.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46460,ACD-A,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46461,1/2CC/CCJT REPLETION,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46462,collection bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,46465,PE32 NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46467,Kphos 30mmol/44 mEq,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46470,Pe28,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46472,pe28 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46476,TPN D 8.5,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46477,pe26,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46481,15mmol NaPhos.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46482,NSS WITH 40 MEQ KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46483,7.7meq naAcetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46484,verapamil,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46486,StarterPN D10 w/ Hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46487,PE 26 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46488,PE 28 cals NG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46490,Contrast Dye,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46491,PE 30 ng,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46492,Dexmedetomide,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46493,RESCUE LINE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46494,IR cerbral Fluid,,inputevents_cv,0,,,,,carevue,,, +,,,,,46495,IR EBL,,inputevents_cv,0,,,,,carevue,,, +,,,,,46496,kcl 10/100ml,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46497,Rectal EBL,,inputevents_cv,0,,,,,carevue,,, +,,,,,46498,good start formula,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46499,Enfacare 22,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46500,7.7meqNaAcetate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46501,H2O Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46508,SW with 1/2 Na Ace,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46509,Tap Water Enema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46511,Barium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46514,PE26 cal PG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46515,PE26cal pg,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46516,rescue flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46517,NS 4mEQ Ca/100 + Hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46518,NS 4mECa .5K+ .5Hep,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46521,Isoproterenol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46522,Pantoprazole 8mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46524,ED CRYSTALLOID,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46528,Floor PO's,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46529,Floor crystalloid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46530,Floor FFP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46534,Blake,,inputevents_cv,0,,,,,carevue,,, +,,,,,46536,CT Contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46538,PD solution in,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46540,Acetylcystein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46543,Acetylcysteine mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46546,"D10, 1/2NS",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46547,rescue,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46548,Pantoprazole gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46549,Rescue Line,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46550,K+ Phos 30mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46553,catrh lab ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46554,Bumex,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46559,pantaprazole,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46560,Octrietide,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46561,TPA MG/HR,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46562,NAPO4,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46564,Albumin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46565,pantoprazole mg/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46566,abcess,,inputevents_cv,0,,,,,carevue,,, +,,,,,46567,anastomosis leak,,inputevents_cv,0,,,,,carevue,,, +,,,,,46569,KCL 10meq/100ml,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46570,vassopressin,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46572,1/2 str Impact,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46574,CRRT rescue line NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46577,MULTIVITAMIN BAG,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46582,Nutren pulm w/Bene,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46583,tranexamic acid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46585,D5W with 150MEQ HCO3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46588,Rescue line,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46589,1/2cc:cc 0.45% NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46590,Gastrografen,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46591,calcuim gluconate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46592,soduim bicarbonate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46593,"MULTIVIT ""BANANA""BAG",,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46594,groin bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,46595,left arm bag,,inputevents_cv,0,,,,,carevue,,, +,,,,,46596,left arm bag #1,,inputevents_cv,0,,,,,carevue,,, +,,,,,46597,left arm bag #2,,inputevents_cv,0,,,,,carevue,,, +,,,,,46598,right arm bag #1,,inputevents_cv,0,,,,,carevue,,, +,,,,,46599,OR Cell Saver,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46600,OR Plasmalyte,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46602,Sodabicarb Drip,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46603,Sodium Citrate ml/hr,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46606,ORAL SECRETION,,inputevents_cv,0,,,,,carevue,,, +,,,,,46608,K PHOS 15MMOL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46609,bupivacaine,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46610,Contrast,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46611,POTASSIUM CHLOR 10MQ,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46612,E.R. prbc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46617,Plasmalyte A,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46618,Emema,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46624,Anti-thymocyte Glob,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46625,octreotride,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46630,D10NSS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46632,rescue line,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46633,KCL 10mmol in 100sw,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46634,EP lab intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46635,RESCUE FLUSH,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46636,CITRATE DEXTROSE 3%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46639,pre arrival ivf,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46641,ANGIO INTIAKE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46643,ns/40kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46644,D5W & 150 MEQ NAHCO3,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46651,citrate dextrose,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46653,Flush Pack,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46654,Flexiseal Irrigant,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46659,Aline Site,,inputevents_cv,0,,,,,carevue,,, +,,,,,46660,sodiumphosphate15mmo,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46662,Right Shoulder,,inputevents_cv,0,,,,,carevue,,, +,,,,,46665,citrate gtt,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46668,0.45%ns + 20 meq kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46669,0.45%NS +40meq kcl,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46670,0.45% + 60 MEQ KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46671,D50.45%NS + 60MQ KCL,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46674,30mmol NaPhos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46677,Flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46679,KCL 10 MEQ,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46680,Kphos 15 mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46681,CRRT Rescue Flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46682,K Phos 15mmol,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46683,Bile refeeding via J,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46684,ER FFP,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46685,PD fluid,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46686,resue flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46687,acetylcystein,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46688,Floor NS Bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46689,30mmol Na Phos/D5W,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46690,bumetanide,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46691,Rescue Flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46692,isoproterenolmcg/min,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46693,prismasate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46694,Abdominal VAC,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46697,Right Hand.,,inputevents_cv,0,,,,,carevue,,, +,,,,,46698,O.R. ASCITES,,inputevents_cv,0,,,,,carevue,,, +,,,,,46699,rt groin site,,inputevents_cv,0,,,,,carevue,,, +,,,,,46700,rt. fem site,,inputevents_cv,0,,,,,carevue,,, +,,,,,46706,Banana bag,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46707,blakemore,,inputevents_cv,0,,,,,carevue,,, +,,,,,46708,NS rescue flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46714,Filter flush - NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46717,NS with Sodium Phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46720,PD Dialysate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46725,Methadone,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46726,Oral,,inputevents_cv,0,,,,,carevue,,, +,,,,,46729,Dextran,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46730,citrate/ACD,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46731,kcl 10meq/100cc,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46736,ER intake NS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46747,Citrate Dextrose 3%,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46749,D5W/150MEQ NA BICARB,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46750,KCL 40 MEQ IN 500MLS,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46753,flushback,,inputevents_cv,0,,,,,carevue,,, +,,,,,46754,net pheresis intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46758,OR Intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46765,Replete w/Fib w/prot,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46769,cvvdh rescue line,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46770,OSH IVF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46771,Ethacrynate Sodium,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46772,3%CITRATE DEXTROSECF,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46773,CVVHD NS line flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46774,Sodabicarb Drip.,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46776,lactulose,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46777,ir intake,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46778,K-Phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46780,Bladdar pressure,,inputevents_cv,0,,,,,carevue,,, +,,,,,46781,lr bolus,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46783,15mm k phos,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46785,ct insertion site,,inputevents_cv,0,,,,,carevue,,, +,,,,,46789,3/4st impact/fiber,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46790,kcl 10 meq/100 ml 0,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46791,citrate infusion,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46792,Plasmalyte-A,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46795,NS Filter Flush,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46797,antithymocyteglobuli,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46798,3% citrate,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46800,NS RESCUE,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46802,Farr 5 IV,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46803,Farr 5 po,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,46805,Farr7,,inputevents_cv,0,Free Form Intake,,,,carevue,,, +,,,,,50807,COMMENTS,,labevents,0,BLOOD GAS,,BLOOD,,,,, +,,,,,50897,CALL,,labevents,0,CHEMISTRY,,BLOOD,,,,, +,,,,,50923,FAX,,labevents,0,CHEMISTRY,,BLOOD,,,,, +,,,,,50984,STAT,,labevents,0,CHEMISTRY,,BLOOD,,,,, +,,,,,50985,STUDY TUBES,,labevents,0,CHEMISTRY,,BLOOD,,,,, +,,,,,51371,"JOINT CRYSTALS, COMMENT",,labevents,0,HEMATOLOGY,,JOINT FLUID,,,,, +,,,,,51509,URINE COMMENTS,,labevents,0,HEMATOLOGY,,URINE,,,,, +,,,,,51522,PG,,labevents,0,CHEMISTRY,,OTHER BODY FLUID,48785-0,,,, +,,,,,51524,FATTY,,labevents,0,HEMATOLOGY,,URINE,5789-3,,,, +,,,,,51527,MS-DIA,,labevents,0,CHEMISTRY,,BLOOD,,,,, +,,,,,51540,PROBLEM SPECIMEN,,labevents,0,CHEMISTRY,,BLOOD,,,,, +,,,,,51541,PROBLEM SPECIMEN,,labevents,0,HEMATOLOGY,,BLOOD,,,,, +,,,,,51542,PROBLEM SPECIMEN,,labevents,0,HEMATOLOGY,,URINE,,,,, +,,,,,51543,VOIDED SPECIMEN,,labevents,0,CHEMISTRY,,BLOOD,,,,, +,,,,,51544,VOIDED SPECIMEN,,labevents,0,BLOOD GAS,,OTHER BODY FLUID,,,,, +,,,,,51545,VOIDED SPECIMEN,,labevents,0,BLOOD GAS,,BLOOD,,,,, +,,,,,51546,VOIDED SPECIMEN,,labevents,0,CHEMISTRY,,CSF,,,,, +,,,,,51547,VOIDED SPECIMEN,,labevents,0,CHEMISTRY,,OTHER BODY FLUID,,,,, +,,,,,51548,VOIDED SPECIMEN,,labevents,0,HEMATOLOGY,,URINE,,,,, +,,,,,51549,VOIDED SPECIMEN,,labevents,0,CHEMISTRY,,ASCITES,,,,, +,,,,,51550,VOIDED SPECIMEN,,labevents,0,HEMATOLOGY,,BLOOD,,,,, +,,,,,51551,VOIDED SPECIMEN,,labevents,0,HEMATOLOGY,,OTHER BODY FLUID,,,,, +,,,,,51552,VOIDED SPECIMEN,,labevents,0,CHEMISTRY,,STOOL,,,,, +,,,,,51553,VOIDED SPECIMEN,,labevents,0,CHEMISTRY,,URINE,,,,, +,,,,,51554,VOIDED SPECIMEN,,labevents,0,HEMATOLOGY,,JOINT FLUID,,,,, +,,,,,70001,,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70002,THROAT FOR STREP,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70003,ABSCESS,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70004,ARTHROPOD,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70005,ASPIRATE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70006,ANORECTAL/VAGINAL CULTURE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70007,BLOOD BAG FLUID,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70008,BRONCHIAL BRUSH - PROTECTED,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70009,BILE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70010,BIOPSY,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70011,BLOOD CULTURE ( MYCO/F LYTIC BOTTLE),,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70012,BLOOD CULTURE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70013,FLUID RECEIVED IN BLOOD CULTURE BOTTLES,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70014,BLOOD CULTURE - NEONATE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70015,BLOOD,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70016,BLOOD CULTURE (POST-MORTEM),,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70017,SEROLOGY/BLOOD,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70018,BONE MARROW,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70019,BONE MARROW - CYTOGENETICS,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70020,BRONCHIAL BRUSH,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70021,BRONCHOALVEOLAR LAVAGE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70022,BRONCHIAL WASHINGS,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70023,CATHETER TIP-IV,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70024,VIRAL CULTURE: R/O CYTOMEGALOVIRUS,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70025,CRE Screen,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70026,CSF;SPINAL FLUID,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70027,CORNEAL EYE SCRAPINGS,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70028,Direct Antigen Test for Herpes Simplex Virus Types 1 & 2,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70029,DIALYSIS FLUID,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70030,DIRECT ANTIGEN TEST FOR VARICELLA-ZOSTER VIRUS,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70031,EAR,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70032,Blood (EBV),,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70033,EYE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70034,FOREIGN BODY,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70035,"FLUID,OTHER",,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70036,FLUID WOUND,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70037,FOOT CULTURE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70038,FECAL SWAB,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70039,GASTRIC ASPIRATE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70040,SWAB,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70041,VIRAL CULTURE:R/O HERPES SIMPLEX VIRUS,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70042,Influenza A/B by DFA,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70043,Influenza A/B by DFA - Bronch Lavage,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70044,Influenza A/B by DFA - Bronch Wash,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70045,Immunology (CMV),,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70046,IMMUNOLOGY,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70047,JOINT FLUID,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70048,NAIL SCRAPINGS,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70049,NEOPLASTIC BLOOD,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70050,NOSE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70051,"FLUID,OTHER",,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70052,PERIPHERAL BLOOD LYMPHOCYTES,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70053,PERITONEAL FLUID,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70054,PLEURAL FLUID,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70055,POSTMORTEM CULTURE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70056,RECTAL - R/O GC,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70057,Rapid Respiratory Viral Screen & Culture,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70058,RAPID RESPIRATORY VIRAL ANTIGEN TEST,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70059,Staph aureus Screen,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70060,Stem Cell - Blood Culture,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70061,SKIN SCRAPINGS,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70062,SPUTUM,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70063,STERILITY CULTURE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70064,STOOL,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70065,SCOTCH TAPE PREP/PADDLE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70066,STOOL (RECEIVED IN TRANSPORT SYSTEM),,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70067,SWAB,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70068,SWAB,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70069,SWAB,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70070,SWAB,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70071,SWAB - R/O YEAST,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70072,TRACHEAL ASPIRATE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70073,TISSUE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70074,THROAT,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70075,THROAT CULTURE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70076,TISSUE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70078,"URINE,PROSTATIC MASSAGE",,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70080,"URINE,KIDNEY",,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70082,"URINE,SUPRAPUBIC ASPIRATE",,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70083,VARICELLA-ZOSTER CULTURE,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70084,SWAB,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70085,WORM,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70086,XXX,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70087,Blood (CMV AB),,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70088,Blood (EBV),,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70089,Blood (Malaria),,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70090,Mini-BAL,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70091,MRSA SCREEN,,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70092,"SWAB, R/O GC",,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,70093,Blood (Toxo),,microbiologyevents,0,SPECIMEN,,,,hospital,,, +,,,,,80001,,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80002,ESCHERICHIA COLI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80003,GRAM NEGATIVE COCCI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80004,KLEBSIELLA PNEUMONIAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80005,KLEBSIELLA OXYTOCA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80006,KLEBSIELLA OZAENAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80007,ENTEROBACTER AEROGENES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80008,ENTEROBACTER CLOACAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80009,HAFNIA ALVEI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80010,ENTEROBACTER AGGLOMERANS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80011,ENTEROBACTER GERGOVIAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80012,ENTEROBACTER SAKAZAKII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80013,SERRATIA LIQUEFACIENS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80014,SERRATIA MARCESCENS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80015,SERRATIA RUBIDAEA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80016,PROTEUS VULGARIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80017,PROTEUS MIRABILIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80018,MORGANELLA MORGANII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80019,PROVIDENCIA STUARTII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80020,PROVIDENCIA RETTGERI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80021,SHIGELLA FLEXNERI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80022,SALMONELLA ENTERITIDIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80023,STAPH AUREUS COAG +,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80024,STAPHYLOCOCCUS EPIDERMIDIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80025,CITROBACTER AMALONATICUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80026,PSEUDOMONAS AERUGINOSA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80027,PSEUDOMONAS PUTIDA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80028,BURKHOLDERIA (PSEUDOMONAS) CEPACIA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80029,PSEUDOMONAS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80030,BORDETELLA BRONCHISEPTICA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80031,MORAXELLA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80032,AEROMONAS HYDROPHILA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80033,VIBRIO SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80034,PASTEURELLA MULTOCIDA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80035,EIKENELLA CORRODENS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80036,ANAEROBIC GRAM NEGATIVE ROD(S),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80037,GRAM VARIABLE RODS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80038,CLOSTRIDIUM PERFRINGENS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80039,CLOSTRIDIUM SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80040,NEISSERIA GONORRHOEAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80041,NEISSERIA MENINGITIDIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80042,NEISSERIA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80043,HAEMOPHILUS PARAINFLUENZAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80044,HAEMOPHILUS SP,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80045,BETA STREPTOCOCCUS GROUP B,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80046,BETA STREPTOCOCCUS GROUP C,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80047,BETA STREPTOCOCCUS GROUP G,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80048,BETA STREPTOCOCCUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80049,STREPTOCOCCUS MITIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80050,STREPTOCOCCUS BOVIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80051,STREPTOCOCCUS SANGUIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80052,ALPHA STREPTOCOCCI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80053,ENTEROCOCCUS SP.,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80054,BETA STREPTOCOCCUS GROUP A,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80055,GRAM POSITIVE COCCUS(COCCI),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80056,GRAM POSITIVE RODS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80057,GRAM NEGATIVE DIPLOCOCCI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80058,GRAM NEGATIVE ROD(S),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80059,CANDIDA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80060,CANDIDA ALBICANS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80061,RHODOTORULA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80062,ASPERGILLUS NIGER,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80063,ASPERGILLUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80064,PENICILLIUM SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80065,CRYPTOCOCCUS NEOFORMANS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80066,ASPERGILLUS FUMIGATUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80067,NOCARDIA ASTEROIDES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80068,NOCARDIA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80069,MYCOBACTERIUM TUBERCULOSIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80070,GRAM NEGATIVE ROD #1,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80071,GRAM NEGATIVE ROD #2,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80072,GRAM NEGATIVE ROD #3,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80073,GRAM NEGATIVE ROD #4,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80074,ANAEROBIC GRAM NEGATIVE ROD #2,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80075,YEAST,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80076,STREPTOCOCCUS PNEUMONIAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80077,CRYPTOCOCCUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80078,ANAEROBIC GRAM POSITIVE COCCUS(I),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80079,ANAEROBIC GRAM POSITIVE ROD(S),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80080,BACTERIA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80081,GRAM POSITIVE BACTERIA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80082,BACILLUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80083,COCCIDIOIDES IMMITIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80084,PROTEUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80085,CORYNEBACTERIUM SPECIES (DIPHTHEROIDS),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80086,ACIDFAST BACILLI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80087,STENOTROPHOMONAS (XANTHOMONAS) MALTOPHILIA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80088,LACTOBACILLUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80089,GAMMA(I.E. NON-HEMOLYTIC) STREPTOCOCCUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80090,SERRATIA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80091,LISTERIA MONOCYTOGENES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80092,AEROCOCCUS VIRIDANS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80093,MYCOBACTERIUM GORDONAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80094,KLEBSIELLA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80095,MYCOBACTERIUM FORTUITUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80096,STREPTOMYCES SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80097,PROVIDENCIA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80098,CITROBACTER SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80099,CANDIDA PARAPSILOSIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80100,CANDIDA GUILLIERMONDII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80101,CANDIDA KRUSEI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80102,SACCHAROMYCES CEREVISIAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80103,SPOROBOLOMYCES SALMONICOLOR,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80104,MORAXELLA (BRANHAMELLA) CATARRHALIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80105,RHIZOPUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80106,CANDIDA TROPICALIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80107,CAMPYLOBACTER SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80108,PROPIONIBACTERIUM ACNES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80109,ACTINOMYCES MEYERII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80110,MUCOR SP.,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80111,ENTEROCOCCUS AVIUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80112,BACTEROIDES FRAGILIS GROUP,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80113,ENTEROBACTER SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80114,ASPERGILLUS FLAVUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80115,PROPIONIBACTERIUM SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80116,FUSARIUM SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80117,AUREOBASIDIUM PULLULANS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80118,STREPTOCOCCUS SALIVARIUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80119,NUTRITIONALLY VARIANT STREPTOCOCCUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80120,STREPTOCOCCUS CONSTELLATUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80121,BACTEROIDES FRAGILIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80122,KLUYVERA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80123,ANAEROBIC BACTERIA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80124,EXOPHIALA JEANSELMEI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80125,FUSOBACTERIUM SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80126,CLADOSPORIUM SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80127,FUNGUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80128,FUSOBACTERIUM NUCLEATUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80129,CLOSTRIDIUM SEPTICUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80130,MYCELIA STERILIA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80131,SALMONELLA HADAR,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80132,ENTAMOEBA COLI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80133,GIARDIA LAMBLIA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80134,ENDOLIMAX NANA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80135,ASCARIS LUMBRICOIDES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80136,ACTINOMYCES ODONTOLYTICUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80137,CANDIDA LUSITANIAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80138,STAPHYLOCOCCUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80139,CLOSTRIDIUM DIFFICILE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80140,BLASTOCYSTIS HOMINIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80141,CORYNEBACTERIUM JEIKEIUM (C.D.C. GROUP JK),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80142,FUSOBACTERIUM NECROPHORUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80143,CYTOMEGALOVIRUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80144,HERPES SIMPLEX VIRUS TYPE 1,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80145,HERPES SIMPLEX VIRUS TYPE 2,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80146,ADENOVIRUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80147,CHLAMYDIA TRACHOMATIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80148,ASPERGILLUS VERSICOLOR GROUP,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80149,PAECILOMYCES SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80150,TRICHODERMA SP.,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80151,CITROBACTER KOSERI (DIVERSUS),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80152,ESCHERICHIA FERGUSONII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80153,MORAXELLA OSLOENSIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80154,RHIZOMUCOR SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80155,"STAPHYLOCOCCUS, COAGULASE NEGATIVE",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80156,CORYNEBACTERIUM STRIATUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80157,ACREMONIUM SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80158,MYCOBACTERIUM AVIUM COMPLEX,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80159,MYCOBACTERIUM TUBERCULOSIS COMPLEX,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80160,BACILLUS SUBTILIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80161,STRONGYLOIDES STERCORALIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80162,STAPHYLOCOCCUS LUGDUNENSIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80163,MOLD,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80164,ENTEROBACTER ASBURIAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80165,TRICHOPHYTON SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80166,LACTOBACILLUS CASEI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80167,STREPTOCOCCUS MILLERI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80168,ENTEROCOCCUS FAECIUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80169,ENTAMOEBA HARTMANNI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80170,LEUCONOSTOC SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80171,STREPTOCOCCUS ANGINOSUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80172,ENTEROCOCCUS FAECALIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80173,VEILLONELLA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80174,CURVULARIA SP.,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80175,VIRUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80176,VARICELLA-ZOSTER VIRUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80177,RESPIRATORY SYNCYTIAL VIRUS (RSV),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80178,INFLUENZA A VIRUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80179,INFLUENZA B VIRUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80180,PARAINFLUENZA VIRUS TYPE 1,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80181,PARAINFLUENZA VIRUS TYPE 3,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80182,OCHROBACTRUM ANTHROPI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80183,GEMELLA (STREPTOCOCCUS) MORBILLORUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80184,ENTEROCOCCUS GALLINARUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80185,CAMPYLOBACTER JEJUNI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80186,PSEUDALLESCHERIA BOYDII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80187,NOCARDIA ASTEROIDES COMPLEX,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80188,SCEDOSPORIUM APIOSPERMUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80189,PEDIOCOCCUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80190,SYNCEPHALASTRUM SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80191,"HAEMOPHILUS INFLUENZAE, BETA-LACTAMASE POSITIVE",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80192,"HAEMOPHILUS INFLUENZAE, BETA-LACTAMASE NEGATIVE",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80193,CORYNEBACTERIUM UREALYTICUM SP. NOV.,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80194,ACINETOBACTER BAUMANNII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80195,AEROMONAS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80196,SALMONELLA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80197,CITROBACTER YOUNGAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80198,HAEMOPHILUS INFLUENZAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80199,MALASSEZIA FURFUR,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80200,CHAETOMIUM SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80201,CITROBACTER KOSERI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80202,LEGIONELLA PNEUMOPHILA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80203,BORDETELLA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80204,ENTEROCOCCUS CASSELIFLAVUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80205,BACTEROIDES UREOLYTICUS GROUP,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80206,RHINOVIRUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80207,STREPTOCOCCUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80208,BURKHOLDERIA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80209,LISTERIA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80210,CAPNOCYTOPHAGA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80211,STACHYBOTRYS SPP.,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80212,PORPHYROMONAS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80213,"BETA STREPTOCOCCI, NOT GROUP A",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80214,PREVOTELLA (BACTEROIDES) BUCCAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80215,ASPERGILLUS NIDULANS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80216,ACINETOBACTER SP.,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80217,ENTAMOEBA HISTOLYTICA/DISPAR,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80218,ENTEROBACTERIACEAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80219,2ND ISOLATE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80220,AFB GROWN IN CULTURE; ADDITIONAL INFORMATION TO FOLLOW,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80221,CORYNEBCATERIUM AMYCOLATUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80222,POSITIVE FOR GROUP B BETA STREP,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80223,PROBABLE ENTEROCOCCUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80224,BETA STREPTOCOCCUS NOT GROUP A OR B,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80225,"NON-FERMENTER, NOT PSEUDOMONAS AERUGINOSA",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80226,PROBABLE LACTOBACILLUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80227,PROBABLE GARDNERELLA VAGINALIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80228,CANDIDA (TORULOPSIS) GLABRATA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80229,PRESUMPTIVE STREPTOCOCCUS BOVIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80230,POSITIVE FOR INFLUENZA A VIRAL ANTIGEN,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80231,POSITIVE FOR RSV VIRAL ANTIGEN,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80232,PRESUMPTIVE VEILLONELLA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80233,PRESUMPTIVE PEPTOSTREPTOCOCCUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80234,PRESUMPTIVE PROPIONIBACTERIUM ACNES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80235,STREPTOCOCCUS ANGINOSUS (MILLERI) GROUP,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80236,PRESUMPTIVE CLOSTRIDIUM PERFRINGENS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80237,PRESUMPTIVE CLOSTRIDIUM SEPTICUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80238,CLOSTRIDIUM SPECIES NOT C. PERFRINGENS OR C. SEPTICUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80239,"ASPERGILLUS SP. NOT FUMIGATUS, FLAVUS OR NIGER",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80240,PRESUMPTIVE FUSOBACTERIUM MORTIFERUM/VARIUM GROUP,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80241,PROBABLE MICROCOCCUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80242,RESEMBLING MICROCOCCUS/STOMATOCOCCUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80243,PORPHYROMONAS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80244,PREVOTELLA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80245,FUSOBACTERIUM SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80246,PRESUMPTIVE MORAXELLA CATARRHALIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80247,CLONORCHIS/OPISTHORCHIS GROUP: EGGS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80248,CITROBACTER FREUNDII COMPLEX,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80249,FEW BLASTOCYSTIS HOMINIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80250,MODERATE BLASTOCYSTIS HOMINIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80251,MANY BLASTOCYSTIS HOMINIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80252,ALCALIGENES XYLOSOXIDANS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80253,"YEAST, PRESUMPTIVELY NOT C. ALBICANS",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80254,"CANDIDA ALBICANS, PRESUMPTIVE IDENTIFICATION",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80255,"STAPHYLOCOCCUS SAPROPHYTICUS, PRESUMPTIVE IDENTIFICATION",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80256,HAEMOPHILUS SPECIES NOT INFLUENZAE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80257,POSITIVE FOR INFLUENZA B VIRAL ANTIGEN,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80258,MICROSPORIDIUM SPECIES SEEN,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80259,POSITIVE FOR M. TUBERCULOSIS BY MTD,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80260,POSITIVE FOR PNEUMOCYSTIS CARINII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80261,POSITIVE FOR UREAPLASMA UREALYTICUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80262,"STAPHYLOCOCCUS, COAGULASE NEGATIVE, PRESUMPTIVELY NOT S. SAPROPHYTICUS",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80263,ORGANISM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80264,ACTINOMYCETE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80265,2ND ISOLATE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80266,PANTOEA (ENTEROBACTER) AGGLOMERANS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80267,CRYPTOSPORIDIUM PARVUM OOCYSTS SEEN,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80268,PITHOMYCES SP.,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80269,CANDIDA DUBLIENSIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80270,CANDIDA DUBLINIENSIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80271,STREPTOCOCCUS ORALIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80272,STREPTOCOCCUS VESTIBULARIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80273,"MORAXELLA CATARRHALIS, PRESUMPTIVE IDENTIFICATION",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80274,NO GROWTH,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80275,TRICHOSPORON ASAHII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80276,RALSTONIA PICKETTII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80277,CDC GROUP IIB,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80278,DEMATIACEOUS MOLD,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80279,STREPTOCOCCUS MILLERI GROUP,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80280,VIRIDANS STREPTOCOCCI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80281,BACILLUS SPECIES; NOT ANTHRACIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80282,FONSECAEA PEDROSOI,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80283,ZYGOMYCETES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80284,ACHROMOBACTER (ALCALIGENES) XYLOSOXIDANS SS DENTRIFICANS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80285,CANDIDA KEFYR,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80286,GORDONIA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80287,GEOTRICHUM CAPITATUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80288,CANDIDA KRUSEI / CANDIDA INCONSPICUA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80289,MORAXELLA CATARRHALIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80290,SHEWANELLA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80291,BASIDIOMYCETE,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80292,"NEISSERIA SPECIES, NOT GONORRHOEAE",,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80293,POSITIVE FOR METHICILLIN RESISTANT STAPH AUREUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80294,BURKHOLDERIA CEPACIA GROUP,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80295,PRESUMPTIVE GARDNERELLA VAGINALIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80296,ENTEROCOCCUS MUNDTII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80297,ASPERGILLUS USTUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80298,GEMELLA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80299,MYCOPLASMA HOMINIS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80300,POSITIVE FOR PNEUMOCYSTIS JIROVECII (CARINII),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80301,CHRYSEOBACTERIUM MENINGOSEPTICUM,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80302,PANTOEA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80303,ABIOTROPHIA/GRANULICATELLA SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80304,ACINETOBACTER BAUMANNII COMPLEX,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80305,PSEUDOMONAS LUTEOLA,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80306,MICROCOCCUS/STOMATOCOCCUS SPECIES,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80307,LEPTOTRICHIA TREVISANII,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80308,POSITIVE FOR CYTOMEGALOVIRUS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80309,POSITIVE FOR VARICELLA ZOSTER,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80310,POSITIVE FOR HERPES SIMPLEX TYPE 1 (HSV1),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80311,POSITIVE FOR HERPES SIMPLEX TYPE 2 (HSV2),,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,80312,PSEUDOMONAS PUTIDA/FLUORESCENS,,microbiologyevents,0,ORGANISM,,,,hospital,,, +,,,,,90001,,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90002,PENICILLIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90003,PENICILLIN G,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90004,AMPICILLIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90005,CEFAZOLIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90006,ERYTHROMYCIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90007,CLINDAMYCIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90008,TRIMETHOPRIM/SULFA,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90009,CHLORAMPHENICOL,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90010,NITROFURANTOIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90011,TETRACYCLINE,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90012,GENTAMICIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90013,TOBRAMYCIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90014,AMIKACIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90015,VANCOMYCIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90016,OXACILLIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90017,CEFTAZIDIME,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90018,CEFTRIAXONE,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90019,CIPROFLOXACIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90020,IMIPENEM,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90021,PIPERACILLIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90022,AMPICILLIN/SULBACTAM,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90023,CEFUROXIME,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90024,CEFPODOXIME,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90025,LEVOFLOXACIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90026,PIPERACILLIN/TAZO,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90027,RIFAMPIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90028,CEFEPIME,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90029,MEROPENEM,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90030,DAPTOMYCIN,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,,,,90031,LINEZOLID,,microbiologyevents,0,ANTIBACTERIUM,,,,hospital,,, +,,ICU Admission date,,,220003,ICU Admission date,,datetimeevents,0,ADT,,,,metavision,,Date time, +,,LAP,,,220069,Left Artrial Pressure,mmHg,chartevents,0,Hemodynamics,,,,metavision,,Numeric, +,,Intra Aortic Ballon Pump Setting,,,220120,Intra Aortic Ballon Pump Setting,,,0,IABP,,,,metavision,,Text, +,,VC,,,220218,Vital Capacity,Liters,chartevents,0,Respiratory,,,,metavision,,Numeric, +,,ZPT,,,220560,ZProthrombin time,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZINR,,,220561,ZINR,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZPTT,,,220562,ZPTT,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZAlbumin,,,220574,ZAlbumin,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZCortisol,,,220611,ZCortisol,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZC Reaction Protein (CRP),,,220612,ZC Reactive Protein (CRP),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZPotassium (serum),,,220640,ZPotassium (serum),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZSpecific gravity (urine),,,220799,ZSpecific Gravity (urine),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Albumin 20%,,,220861,Albumin (Human) 20%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Albumin 25%,,,220862,Albumin 25%,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Albumin 4%,,,220863,Albumin (Human) 4%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Albumin 5%,,,220864,Albumin 5%,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Aquadest,,,220865,Aquadestila,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Darrow,,,220866,Darrow,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Dextrose 5%,,,220949,Dextrose 5%,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Dextrose 10%,,,220950,Dextrose 10%,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Dextrose 20.%,,,220951,Dextrose 20.%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Dextrose 50%,,,220952,Dextrose 50%,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Ringers,,,220953,Ringers,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Saline 0,9%",,,220954,"Saline 0,9%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Ringers Lactate,,,220955,Ringers Lactate,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Ringers Acetate,,,220956,Ringers Acetate,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Saline 0,255%",,,220958,"Saline 0,255%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Saline 0,3%",,,220959,"Saline 0,3%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Saline 0,45%",,,220960,"Saline 0,45%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Saline 0,65%",,,220961,"Saline 0,65%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Saline 3%,,,220962,Saline 3%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Dextrose 4,3% / Saline 0,18%",,,220963,"Dextrose 4,3% / Saline 0,18%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Dextrose 5% / Saline 0,9%",,,220964,"Dextrose 5% / Saline 0,9%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Dextrose 5% / Saline 0,45%",,,220965,"Dextrose 5% / Saline 0,45%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Dextrose 2,5% / Saline 0,45%",,,220966,"Dextrose 2,5% / Saline 0,45%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Dextrose 5% / Ringers Lactate,,,220967,Dextrose 5% / Ringers Lactate,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Dextrose 10% / Ringers Lactate,,,220968,Dextrose 10% / Ringers Lactate,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Filtered erytrocytes,,,220969,Filtered erytrocytes,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,FFP,,,220970,Fresh Frozen Plasma,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,ESDEP,,,220971,ESDEP (Solvent / Detergent Virus-Inactivated Plasma),mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Octoplas,,,220972,Octoplas,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Gelofusine,,,220973,Gelofusine,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Pentastarch 6%,,,220975,"Pentastarch 6% (HAES, Hemohes)",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Pentastarch 10%,,,220977,"Pentastarch 10% (HAES, Hemohes)",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Hetastarch 6% (Saline 0,9%)",,,220979,"Hetastarch 6% (Saline 0,9%)",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Hextend (Hetastarch 6% in Lactate),,,220980,Hextend (Hetastarch 6% in Lactate),mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Intralipid 10%,,,220984,Intralipid 10%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Intralipid 20%,,,220985,Intralipid 20%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Intralipid 30%,,,220986,Intralipid 30%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Mannitol 5%,,,220988,Mannitol 5%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Mannitol 10%,,,220989,Mannitol 10%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Mannitol 15%,,,220990,Mannitol 15%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Mannitol 20%,,,220991,Mannitol 20%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Mannitol 25%,,,220992,Mannitol 25%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Sodium Bicarbonate 8.4%,,,220995,Sodium Bicarbonate 8.4%,mEq,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,PRC,,,220996,Packed Red Cells,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Dextran 40 / Dextrose 5%,,,221000,Dextran 40 / Dextrose 5% (Gentran - Rheomacrodex),mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Dextran 40 / Saline 0,9%",,,221001,"Dextran 40 / Saline 0,9% (Gentran - Rheomacrodex)",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Dextran 70 / Dextrose 5%,,,221002,Dextran 70 / Dextrose 5% (Gentran - Macrodex - RescueFlow),mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Dextran 70 / Saline 0,9%",,,221003,"Dextran 70 / Saline 0,9% (Gentran - Macrodex - RescueFlow)",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Thrombocyte suspension,,,221004,Thrombocyte suspension,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Vamin 14-,,,221005,Vamin 14 Electrolyte free,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Vamin 18-,,,221006,Vamin 18 Electrolyte free,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Vamin 14+,,,221007,Vamin 14 Plus electrolytes,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Vamin Novum 18,,,221008,Vamin Novum 18,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Vivonex T.E.N.,,,221009,Vivinox T.E.N.,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Vivonex Plus,,,221011,Vivonex Plus,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Vivonex Pediatric,,,221012,Vivonex Pediatric,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Whole Blood,,,221013,Whole Blood,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Dextrose 19%,,,221014,Dextrose 19%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Ensure,,,221015,Ensure,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Ensure Plus,,,221016,Ensure Plus,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Dextrose 2,5%",,,221017,"Dextrose 2,5%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Nutrison Standard,,,221018,Nutrison Standard,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Nutrison concentrated,,,221020,Nutrison concentrated,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Nutrison Energy,,,221021,Nutrison Energy,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Nutrison Energy Multi Fibre,,,221022,Nutrison Energy Multi Fibre,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Nutrison Multi Fibre,,,221024,Nutrison Multi Fibre,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Pediasure,,,221025,Pediasure,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Pulmocare,,,221027,Pulmocare,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Stresson,,,221028,Stresson,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Osmolite,,,221029,Osmolite,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Nutren Renal (Full),,,221036,Nutren Renal (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Jevity 1.2,,,221037,Jevity 1.2,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Jevity,,,221038,Jevity,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Auto transfusion,,,221193,Auto transfusion,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Hexastarch 6% / Saline 0,9%",,,221195,"Hexastarch 6% (Elohaes) / Saline 0,9%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Fresubin Original,,,221196,Fresubin Original,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Fresubin Original Fibre,,,221197,Fresubin Original Fibre,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Fresubin Energy,,,221198,Fresubin Energy,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Fresubin Energy Fibre,,,221199,Fresubin Energy Fibre,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Fibrini,,,221200,Fibrini,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Fibrini Energy,,,221201,Fibrini Energy,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Infatrini,,,221202,Infatrini,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Nutrini,,,221203,Nutrini,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Tentrini,,,221204,Tentrini,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Nutrison pre,,,221205,Nutrison pre,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Novasource,,,221206,Novasource,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Impact (Full),,,221207,Impact (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Normosol,,,221208,Normosol,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Peptisorb,,,221209,Peptisorb,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Suplena,,,221210,Suplena,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"NaBic 1,4%",,,221211,"Sodium Bicarbonate 1,4%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,"Saline 0,18%",,,221212,"Saline 0,18%",mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,Saline 30%,,,221213,Saline 30%,mL,inputevents_mv,0,Fluids - Other (Not In Use),,,,metavision,,Solution, +,,CT scan,,,221214,CT scan,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,X-ray,,,221216,X-ray,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Ultrasound,,,221217,Ultrasound,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Venogram,,,221219,Venogram,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,EEG,,,221223,EEG,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,TEE,,,221255,Trans Esophageal Echo,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Abciximab (Reopro),,,221261,Abciximab (Reopro),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Adenosine,,,221282,Adenosine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Epinephrine,,,221289,Epinephrine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Alteplase (TPA),,,221319,Alteplase (TPA),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Aminophylline,,,221342,Aminophylline,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Amiodarone,,,221347,Amiodarone,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Lorazepam (Ativan),,,221385,Lorazepam (Ativan),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Atropine,,,221393,Atropine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Esmolol,,,221429,Esmolol,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Calcium Gluconate,,,221456,Calcium Gluconate,grams,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Diltiazem,,,221468,Diltiazem,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Cisatracurium,,,221555,Cisatracurium,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Diazepam (Valium),,,221623,Diazepam (Valium),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Dobutamine,,,221653,Dobutamine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Dopamine,,,221662,Dopamine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Midazolam (Versed),,,221668,Midazolam (Versed),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Drotrecogin (Xigris),,,221689,Drotrecogin (Xigris),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Ketamine,,,221712,Ketamine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Factor VIII,,,221733,Factor VIII,International Units,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Fentanyl,,,221744,Fentanyl,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Phenylephrine,,,221749,Phenylephrine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Furosemide (Lasix),,,221794,Furosemide (Lasix),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Haloperidol (Haldol),,,221824,Haloperidol (Haldol),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Hydralazine,,,221828,Hydralazine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Hydromorphone (Dilaudid),,,221833,Hydromorphone (Dilaudid),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Lepirudin,,,221892,Lepirudin,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Norepinephrine,,,221906,Norepinephrine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Milrinone,,,221986,Milrinone,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Magnesium Sulfate,,,222011,Magnesium Sulfate,grams,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Naloxone (Narcan),,,222021,Naloxone (Narcan),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Nesiritide,,,222037,Nesiritide,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Nicardipine,,,222042,Nicardipine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Nitroprusside,,,222051,Nitroprusside,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Nitroglycerin,,,222056,Nitroglycerin,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Vecuronium,,,222062,Vecuronium,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Potassium ACEtate,,,222139,Potassium ACEtate,mEq,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Procainamide,,,222151,Procainamide,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Propofol,,,222168,Propofol,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Ranitidine,,,222190,Ranitidine,mg,inputevents_mv,0,Nutrition - Parenteral,,,,metavision,,Solution, +,,Vasopressin,,,222315,Vasopressin,units,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Verapamil,,,222318,Verapamil,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Mallampati classification (Intubation),,,222871,Mallampati classification (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Intubation - Details,,,223059,Intubation - Details,,,0,Respiratory,,,,metavision,,Text, +,,MRI,,,223253,Magnetic Resonance Imaging,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Insulin - 70/30,,,223257,Insulin - 70/30,units,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Insulin - Regular,,,223258,Insulin - Regular,units,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Insulin - NPH,,,223259,Insulin - NPH,units,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Insulin - Glargine,,,223260,Insulin - Glargine,units,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Insulin - Humalog 75/25,,,223261,Insulin - Humalog 75/25,units,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Insulin - Humalog,,,223262,Insulin - Humalog,units,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Precautions: Standard +,,,223759,Precautions: Standard +,,,0,General,,,,metavision,,Text, +,,Health Care Proxy,,,223760,Health Care Proxy,,,0,General,,,,metavision,,Text, +,,Daily Wake Up Deferred,,,223780,Daily Wake Up Deferred,,,0,Pain/Sedation,,,,metavision,,Text, +,,Pain Present,,,223781,Pain Present,,,0,Pain/Sedation,,,,metavision,,Text, +,,Pain Type,,,223782,Pain Type,,,0,Pain/Sedation,,,,metavision,,Text, +,,Pain Location,,,223783,Pain Location,,,0,Pain/Sedation,,,,metavision,,Text, +,,Pain Cause,,,223784,Pain Cause,,,0,Pain/Sedation,,,,metavision,,Text, +,,Pain Level,,,223791,Pain Level,,,0,Pain/Sedation,,,,metavision,,Text, +,,Pain Management,,,223792,Pain Management,,,0,Pain/Sedation,,,,metavision,,Text, +,,Pain Level Acceptable,,,223794,Pain Level Acceptable,,,0,Pain/Sedation,,,,metavision,,Text, +,,Pain Assessment Method,,,223795,Pain Assessment Method,,,0,Pain/Sedation,,,,metavision,,Text, +,,Untoward Effect,,,223796,Untoward Effect,,,0,Pain/Sedation,,,,metavision,,Text, +,,Sensory Level,,,223797,Sensory Level,,,0,Pain/Sedation,,,,metavision,,Text, +,,Epidural Appearance,,,223800,Epidural Appearance,,,0,Pain/Sedation,,,,metavision,,Text, +,,NMB Medication,,,223801,NMB Medication,,,0,Pain/Sedation,,,,metavision,,Text, +,,Nerve Stimulated,,,223802,Nerve Stimulated,,,0,Pain/Sedation,,,,metavision,,Text, +,,TOF Response/Twitch,,,223804,TOF Response/Twitch,,,0,Pain/Sedation,,,,metavision,,Text, +,,Nausea and Vomiting,,,223805,Nausea and Vomiting (CIWA),,,0,Toxicology,,,,metavision,,Text, +,,Tremor,,,223806,Tremor (CIWA),,,0,Toxicology,,,,metavision,,Text, +,,Paroxysmal Sweats,,,223810,Paroxysmal Sweats,,,0,Toxicology,,,,metavision,,Text, +,,Anxiety,,,223811,Anxiety,,,0,Toxicology,,,,metavision,,Text, +,,Auditory Disturbance,,,223814,Auditory Disturbance,,,0,Toxicology,,,,metavision,,Text, +,,Agitation,,,223817,Agitation,,,0,Toxicology,,,,metavision,,Text, +,,Tactile Disturbances,,,223818,Tactile Disturbances,,,0,Toxicology,,,,metavision,,Text, +,,Visual Disturbances,,,223819,Visual Disturbances,,,0,Toxicology,,,,metavision,,Text, +,,Headache,,,223820,Headache,,,0,Toxicology,,,,metavision,,Text, +,,Orient/Clouding Sensory,,,223821,Orient/Clouding Sensory,,,0,Toxicology,,,,metavision,,Text, +,,Insomnia,,,223823,Insomnia,,,0,Toxicology,,,,metavision,,Text, +,,Seizure,,,223824,Seizure,,,0,Toxicology,,,,metavision,,Text, +,,Sustained Nystagmus,,,223825,Sustained Nystagmus,,,0,Toxicology,,,,metavision,,Text, +,,Ataxia,,,223827,Ataxia,,,0,Toxicology,,,,metavision,,Text, +,,Slurred Speech,,,223828,Slurred Speech,,,0,Toxicology,,,,metavision,,Text, +,,Drowsiness,,,223829,Drowsiness,,,0,Toxicology,,,,metavision,,Text, +,,Airway Type,,,223836,Airway Type,,,0,Respiratory,,,,metavision,,Text, +,,ETT Size (ID),,,223837,ETT Size (ID),,,0,Respiratory,,,,metavision,,Text, +,,ETT Location,,,223838,ETT Location,,,0,Respiratory,,,,metavision,,Text, +,,ETT Re-taped,,,223840,ETT Re-taped,,,0,Respiratory,,,,metavision,,Text, +,,Passey Muir Valve in use,,,223847,Passey Muir Valve in use,,,0,Respiratory,,,,metavision,,Text, +,,Rate,,,223851,Rate,,,0,Respiratory,,,,metavision,,Text, +,,Additional Settings,,,223867,Additional Settings,,,0,Respiratory,,,,metavision,,Text, +,,Wean,,,223870,Wean,,,0,Respiratory,,,,metavision,,Text, +,,Physio,,,223871,Physio,,,0,Respiratory,,,,metavision,,Text, +,,ZCath Lab Intake,,,223877,ZCath Lab Intake,mL,chartevents,0,ZIntake,,,,metavision,,Numeric, +,,ZOR Intake,,,223878,ZOR Intake,mL,chartevents,0,ZIntake,,,,metavision,,Numeric, +,,ZPACU Intake,,,223879,ZPACU Intake,mL,chartevents,0,ZIntake,,,,metavision,,Numeric, +,,ZFree Form Intake,,,223880,ZFree Form Intake,mL,chartevents,0,ZIntake,,,,metavision,,Numeric, +,,ZGU Irrigant Intake,,,223881,ZGU Irrigant Intake,mL,chartevents,0,ZIntake,,,,metavision,,Numeric, +,,Speech,,,223902,Speech,,,0,Neurological,,,,metavision,,Text, +,,Communication,,,223903,Communication,,,0,Neurological,,,,metavision,,Text, +,,Gag Reflex,,,223904,Gag Reflex,,,0,Neurological,,,,metavision,,Text, +,,Cough Reflex,,,223905,Cough Reflex,,,0,Neurological,,,,metavision,,Text, +,,Pupil Size Right,,,223907,Pupil Size Right,,,0,Neurological,,,,metavision,,Text, +,,Follows Commands,,,223910,Follows Commands,,,0,Neurological,,,,metavision,,Text, +,,Spontaneous Movement,,,223911,Spontaneous Movement,,,0,Neurological,,,,metavision,,Text, +,,Response to Stimuli (Type),,,223916,Response to Stimuli (Type),,,0,Neurological,,,,metavision,,Text, +,,RU Strength/Movement,,,223917,RU Strength/Movement,,,0,Neurological,,,,metavision,,Text, +,,RL Strength/Movement,,,223918,RL Strength/Movement,,,0,Neurological,,,,metavision,,Text, +,,LU Strength/Movement,,,223919,LU Strength/Movement,,,0,Neurological,,,,metavision,,Text, +,,LL Strength/Movement,,,223920,LL Strength/Movement,,,0,Neurological,,,,metavision,,Text, +,,Neuro Symptoms,,,223921,Neuro Symptoms,,,0,Neurological,,,,metavision,,Text, +,,Seizure Activity,,,223923,Seizure Activity,,,0,Neurological,,,,metavision,,Text, +,,RLE Sensation,,,223924,RLE Sensation,,,0,Neurological,,,,metavision,,Text, +,,Seizure Duration,,,223925,Seizure Duration,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain #1 Type,,,223926,Neuro Drain #1 Type,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain #1 Level,,,223930,Neuro Drain #1 Level,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain #1 Status,,,223931,Neuro Drain #1 Status,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain #1 Drainage,,,223932,Neuro Drain #1 Drainage,,,0,Neurological,,,,metavision,,Text, +,,Graft/Flap Pulse,,,223942,Graft/Flap Pulse,,,0,Cardiovascular,,,,metavision,,Text, +,,Pericardial Drain Status,,,223952,Pericardial Drain Status,,,0,Cardiovascular,,,,metavision,,Text, +,,Pericardial Drain Drainage,,,223953,Pericardial Drain Drainage,,,0,Cardiovascular,,,,metavision,,Text, +,,Pericardial Drain Site,,,223954,Pericardial Drain Site,,,0,Cardiovascular,,,,metavision,,Text, +,,Temp Pacemaker Mode,,,223956,Temporary Pacemaker Mode,,,0,Cardiovascular (Pacer Data),,,,metavision,,Text, +,,Pacer Rate,,,223957,Pacer Rate,,,0,Cardiovascular (Pulses),,,,metavision,,Text, +,,Temp Pacemaker Wire Condition,,,223961,Temporary Pacemaker Wire Condition,,,0,Cardiovascular (Pacer Data),,,,metavision,,Text, +,,Transcutaneous Pacer,,,223964,Transcutaneous Pacer,,,0,Cardiovascular (Pacer Data),,,,metavision,,Text, +,,Transcutaneous Pacer Placement,,,223966,Transcutaneous Pacer Placement,,,0,Cardiovascular (Pacer Data),,,,metavision,,Text, +,,Angio Site # 1,,,223967,Angio Site # 1,,,0,Cardiovascular,,,,metavision,,Text, +,,Angio Appearance # 1,,,223968,Angio Appearance # 1,,,0,Cardiovascular,,,,metavision,,Text, +,,Transcutaneous Pacer Rate,,,223969,Transcutaneous Pacer Rate,None,chartevents,0,Cardiovascular (Pacer Data),,,,metavision,,Numeric, +,,Angio Dressing # 1,,,223970,Angio Dressing # 1,,,0,Cardiovascular,,,,metavision,,Text, +,,Angio Site # 2,,,223971,Angio Site # 2,,,0,Cardiovascular,,,,metavision,,Text, +,,Angio Appearance # 2,,,223972,Angio Appearance # 2,,,0,Cardiovascular,,,,metavision,,Text, +,,Angio Dressing # 2,,,223973,Angio Dressing # 2,,,0,Cardiovascular,,,,metavision,,Text, +,,RUE Color,,,223976,RUE Color,,,0,Cardiovascular,,,,metavision,,Text, +,,RLE Color,,,223979,RLE Color,,,0,Cardiovascular,,,,metavision,,Text, +,,LUE Color,,,223982,LUE Color,,,0,Cardiovascular,,,,metavision,,Text, +,,LLE Color,,,223983,LLE Color,,,0,Cardiovascular,,,,metavision,,Text, +,,Respiratory Pattern,,,223985,Respiratory Pattern,,,0,Pulmonary,,,,metavision,,Text, +,,Respiratory Effort,,,223990,Respiratory Effort,,,0,Pulmonary,,,,metavision,,Text, +,,Cough Effort,,,223991,Cough Effort,,,0,Pulmonary,,,,metavision,,Text, +,,Cough Type,,,223992,Cough Type,,,0,Pulmonary,,,,metavision,,Text, +,,Chest Tube Site # 1,,,223993,Chest Tube Site # 1,,,0,Pulmonary,,,,metavision,,Text, +,,CT #1 Suction Amount,,,223994,CT #1 Suction Amount,,,0,Pulmonary,,,,metavision,,Text, +,,CT #1 Fluctuate,,,223995,CT #1 Fluctuate,,,0,Pulmonary,,,,metavision,,Text, +,,CT #1 Drainage,,,223996,CT #1 Drainage,,,0,Pulmonary,,,,metavision,,Text, +,,CT #1 Dressing,,,223997,CT #1 Dressing,,,0,Pulmonary,,,,metavision,,Text, +,,CT #1 Crepitus,,,223998,CT #1 Crepitus,,,0,Pulmonary,,,,metavision,,Text, +,,Oral Cavity,,,223999,Oral Cavity,,,0,GI/GU,,,,metavision,,Text, +,,Nares R,,,224000,Nares R,,,0,GI/GU,,,,metavision,,Text, +,,Diet Type,,,224001,Diet Type,,,0,GI/GU,,,,metavision,,Text, +,,Abdominal Assessment,,,224003,Abdominal Assessment,,,0,GI/GU,,,,metavision,,Text, +,,Bowel Sounds,,,224004,Bowel Sounds,,,0,GI/GU,,,,metavision,,Text, +,,Flatus,,,224005,Flatus,,,0,GI/GU,,,,metavision,,Text, +,,Emesis Appearance,,,224006,Emesis Appearance,,,0,GI/GU,,,,metavision,,Text, +,,GI #1 Intub Site,,,224007,GI #1 Intub Site,,,0,GI/GU,,,,metavision,,Text, +,,GI #1 Tube Drainage,,,224009,GI #1 Tube Drainage,,,0,GI/GU,,,,metavision,,Text, +,,GI #1 Tube Place Check,,,224010,GI #1 Tube Place Check,,,0,GI/GU,,,,metavision,,Text, +,,Stool Consistency,,,224011,Stool Consistency,,,0,GI/GU,,,,metavision,,Text, +,,Stool Management,,,224012,Stool Management,,,0,GI/GU,,,,metavision,,Text, +,,Stool Guaiac,,,224013,Stool Guaiac,,,0,GI/GU,,,,metavision,,Text, +,,Urine Source,,,224015,Urine Source,,,0,GI/GU,,,,metavision,,Text, +,,GU Catheter Size,,,224017,GU Catheter Size,,,0,GI/GU,,,,metavision,,Text, +,,Bladder Irrigation,,,224019,Bladder Irrigation,,,0,GI/GU,,,,metavision,,Text, +,,Support Systems,,,224023,Support Systems,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Family Communication,,,224024,Family Communication,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Spiritual Support,,,224025,Spiritual Support,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Edema Location,,,224031,Edema Location,,,0,Skin - Incisions,,,,metavision,,Text, +,,Site #1,,,224032,Impaired Skin Site #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Cleanse #1,,,224037,Impaired Skin Cleanse #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Treatment #1,,,224038,Impaired Skin Treatment #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Incision Closure #1,,,224040,Incision Closure #1,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage #1,,,224041,Incision Drainage #1,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Dressing #1,,,224042,Incision Dressing #1,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Cleansing #1,,,224043,Incision Cleansing #1,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Packing #1,,,224044,Incision Packing #1,,,0,Skin - Incisions,,,,metavision,,Text, +,,Braden Sensory Perception,,,224054,Braden Sensory Perception,,,0,Skin - Assessment,,,,metavision,,Text, +,,Braden Moisture,,,224055,Braden Moisture,,,0,Skin - Assessment,,,,metavision,,Text, +,,Braden Activity,,,224056,Braden Activity,,,0,Skin - Assessment,,,,metavision,,Text, +,,Braden Mobility,,,224057,Braden Mobility,,,0,Skin - Assessment,,,,metavision,,Text, +,,Braden Nutrition,,,224058,Braden Nutrition,,,0,Skin - Assessment,,,,metavision,,Text, +,,Braden Friction/Shear,,,224059,Braden Friction/Shear,,,0,Skin - Assessment,,,,metavision,,Text, +,,Reason for Restraint (Behavioral)_V1,,,224061,Reason for Restraint (Behavioral)_V1,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Less Restrictive Measures (Acute M/S),,,224062,Less Restrictive Measures (Acute Med/Surgical),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint Type,,,224063,Restraint Type,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint Location_V1,,,224064,Restraint Location_V1,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Position Change,,,224066,Position Change,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Range of Motion,,,224067,Range of Motion,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraints Evaluated_V1,,,224068,Restraints Evaluated_V1,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Side Rails_V1,,,224069,Side Rails_V1,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Sitter,,,224070,Sitter,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Education Learner,,,224072,Education Learner,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Education Topic,,,224073,Education Topic,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Education Readiness,,,224075,Education Readiness,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Education Barrier,,,224076,Education Barrier,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Education Method,,,224077,Education Method,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Education Handout,,,224078,Education Handout,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Education Response,,,224079,Education Response,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,HOB,,,224080,Head of Bed,,,0,Treatments,,,,metavision,,Text, +,,Turn,,,224082,Turn,,,0,Treatments,,,,metavision,,Text, +,,Activity,,,224084,Activity,,,0,Treatments,,,,metavision,,Text, +,,Assistance Device,,,224085,Assistance Device,,,0,Treatments,,,,metavision,,Text, +,,Activity Tolerance,,,224086,Activity Tolerance,,,0,Treatments,,,,metavision,,Text, +,,Therapeutic Bed,,,224087,Therapeutic Bed,,,0,Treatments,,,,metavision,,Text, +,,Pressure Reducing Device,,,224088,Pressure Reducing Device,,,0,Treatments,,,,metavision,,Text, +,,Anti Embolic Device,,,224089,Anti Embolic Device,,,0,Treatments,,,,metavision,,Text, +,,Knee Immobilizer Status,,,224090,Knee Immobilizer Status,,,0,Treatments,,,,metavision,,Text, +,,CPM Status,,,224091,Continuous Pressure Machine Status,,,0,Treatments,,,,metavision,,Text, +,,ROM Location,,,224092,Range of Motion Location,,,0,Treatments,,,,metavision,,Text, +,,Position,,,224093,Position,,,0,Treatments,,,,metavision,,Text, +,,Chest PT R/L,,,224101,Chest PT R/L,,,0,Treatments,,,,metavision,,Text, +,,Warming Device,,,224105,Warming Device,,,0,Treatments,,,,metavision,,Text, +,,Cooling Device,,,224106,Cooling Device,,,0,Treatments,,,,metavision,,Text, +,,Cervical Collar Type,,,224109,Cervical Collar Type,,,0,Treatments,,,,metavision,,Text, +,,Cervical Collar Status,,,224110,Cervical Collar Status,,,0,Treatments,,,,metavision,,Text, +,,Traction/Immobile #1,,,224112,Traction/Immobile #1,,,0,Treatments,,,,metavision,,Text, +,,Traction/Immobile Location #1,,,224113,Traction/Immobile Location #1,,,0,Treatments,,,,metavision,,Text, +,,PT Splint Location #1,,,224114,PT Splint Location #1,,,0,Treatments,,,,metavision,,Text, +,,22 Gauge Site Appear,,,224119,22 Gauge Site Appear,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,22 Gauge Reason Discontinued,,,224121,22 Gauge Reason Discontinued,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,Dialysis Access Site,,,224135,Dialysis Access Site,,,0,Dialysis,,,,metavision,,Text, +,,Dialysis Site Appearance,,,224139,Dialysis Site Appearance,,,0,Dialysis,,,,metavision,,Text, +,,Blood Flow (ml/min),,,224144,Blood Flow (ml/min),ml/min,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,Heparin Dose (per hour),,,224145,Heparin Dose (per hour),units,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,System Integrity,,,224146,System Integrity,,,0,Dialysis,,,,metavision,,Text, +,,Replacement Rate,,,224153,Replacement Rate,ml/hr,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,Dialysate Rate,,,224154,Dialysate Rate,ml/hr,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,MDI #1 Drug,,,224170,MDI #1 Drug,,,0,Respiratory,,,,metavision,,Text, +,,MDI #2 Drug,,,224173,MDI #2 Drug,,,0,Respiratory,,,,metavision,,Text, +,,MDI #3 Drug,,,224176,MDI #3 Drug,,,0,Respiratory,,,,metavision,,Text, +,,SV Neb Drug #1,,,224181,Small Volume Neb Drug #1,,,0,Respiratory,,,,metavision,,Text, +,,PICC Line Cap Change,,,224183,PICC Line Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PICC Line Insertion Date,,,224184,PICC Line Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PICC Line Change over Wire Date,,,224185,PICC Line Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PICC Line Dressing Change,,,224186,PICC Line Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PICC Line Tubing Change,,,224187,PICC Line Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PICC Line Site Appear,,,224188,PICC Line Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Hourly PFR,,,224191,Hourly Patient Fluid Removal,mL,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,Site/Wound Base #1,,,224226,Impaired Skin Wound Base #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage #1,,,224259,Impaired Skin Drainage #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Multi Lumen Cap Change,,,224261,Multi Lumen Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Multi Lumen Change over Wire Date,,,224262,Multi Lumen Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Multi Lumen,,,224263,Multi Lumen,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,PICC Line,,,224264,PICC Line,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Cordis/Introducer,,,224267,Cordis/Introducer,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Trauma line,,,224268,Trauma line,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,CCO PAC,,,224269,CCO PAC,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Dialysis Catheter,,,224270,Dialysis Catheter,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,IABP line,,,224272,IABP line,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Presep Catheter,,,224273,Presep Catheter,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,22 Gauge,,,224274,22 Gauge,None,procedureevents_mv,0,Access Lines - Peripheral,,,,metavision,,Process, +,,20 Gauge,,,224275,20 Gauge,None,procedureevents_mv,0,Access Lines - Peripheral,,,,metavision,,Process, +,,16 Gauge,,,224276,16 Gauge,None,procedureevents_mv,0,Access Lines - Peripheral,,,,metavision,,Process, +,,18 Gauge,,,224277,18 Gauge,None,procedureevents_mv,0,Access Lines - Peripheral,,,,metavision,,Process, +,,Multi Lumen Dressing Change,,,224279,Multi Lumen Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Multi Lumen Insertion Date,,,224280,Multi Lumen Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Multi Lumen Site Appear,,,224281,Multi Lumen Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Multi Lumen Tubing Change,,,224282,Multi Lumen Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Multi Lumen Waveform Appear,,,224283,Multi Lumen Waveform Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Arterial line Cap Change,,,224284,Arterial line Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Arterial line Change over Wire Date,,,224285,Arterial line Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Arterial Line Dressing Change,,,224287,Arterial Line Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Arterial line Insertion Date,,,224288,Arterial line Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Arterial line Site Appear,,,224289,Arterial line Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Arterial line Tubing Change,,,224290,Arterial line Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Arterial line Waveform Appear,,,224291,Arterial line Waveform Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Cordis Introducer Cap Change,,,224292,Cordis/Introducer Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Cordis/Introducer Change over Wire Date,,,224293,Cordis/Introducer Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Cordis/Introducer Dressing Change,,,224295,Cordis/Introducer Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Cordis/Introducer Insertion Date,,,224296,Cordis/Introducer Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Cordis/Introducer Site Appear,,,224297,Cordis/Introducer Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Cordis/Introducer Tubing Change,,,224298,Cordis/Introducer Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PCA medication,,,224327,PCA medication,,,0,Pain/Sedation,,,,metavision,,Text, +,,Type of catheter (CVL),,,224336,Type of catheter (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Insertion site (CVL),,,224337,Insertion site (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Guidewire exchange (CVL),,,224339,Guidewire exchange (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Side (CVL),,,224340,Side (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Acuity (CVL),,,224341,Acuity (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Barrier precautions in place (CVL),,,224345,Barrier precautions in place (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Timeout performed by (CVL),,,224347,Timeout performed by (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Patient identified correctly (CVL),,,224348,Patient identified correctly (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Verification of (CVL),,,224349,Verification of (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Number of attempts required to place line (CVL),,,224351,Number of attempts required to place line (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Epidural Medication,,,224368,Epidural Medication,,,0,Pain/Sedation,,,,metavision,,Text, +,,Sputum Consistency,,,224369,Sputum Consistency,,,0,Respiratory,,,,metavision,,Text, +,,Sputum Color,,,224370,Sputum Color,,,0,Respiratory,,,,metavision,,Text, +,,Sputum Source,,,224372,Sputum Source,,,0,Respiratory,,,,metavision,,Text, +,,Sputum Amount,,,224373,Sputum Amount,,,0,Respiratory,,,,metavision,,Text, +,,Cont Neb - Med,,,224375,Cont Neb - Med,,,0,Respiratory,,,,metavision,,Text, +,,PCA cleared,,,224379,PCA cleared,,,0,Pain/Sedation,,,,metavision,,Text, +,,Neuro Waveform Appearance,,,224380,Neuro Waveform Appearance,,,0,Neurological,,,,metavision,,Text, +,,Intubation,,,224385,Intubation,None,procedureevents_mv,0,1-Intubation/Extubation,,,,metavision,,Process, +,,Temp Atrial Sens,,,224390,Temporary Atrial Sens,,,0,Cardiovascular (Pacer Data),,,,metavision,,Text, +,,ETT Mark (location),,,224391,ETT Mark (location),,,0,Respiratory,,,,metavision,,Text, +,,ETT Position Change,,,224392,ETT Position Change,,,0,Respiratory,,,,metavision,,Text, +,,ART Lumen Volume,,,224404,ART Lumen Volume,mL,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,VEN Lumen Volume,,,224406,VEN Lumen Volume,mL,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,Pain Level Response,,,224409,Pain Level Response,,,0,Pain/Sedation,,,,metavision,,Text, +,,TOF Response,,,224413,TOF Response,,,0,Pain/Sedation,,,,metavision,,Text, +,,TOF Twitch,,,224414,TOF Twitch,,,0,Pain/Sedation,,,,metavision,,Text, +,,ETT Mark (cm),,,224415,ETT Mark (cm),,,0,Respiratory,,,,metavision,,Text, +,,CT #2 Crepitus,,,224423,CT #2 Crepitus,,,0,Pulmonary,,,,metavision,,Text, +,,CT #2 Drainage,,,224424,CT #2 Drainage,,,0,Pulmonary,,,,metavision,,Text, +,,CT #2 Dressing,,,224425,CT #2 Dressing,,,0,Pulmonary,,,,metavision,,Text, +,,CT #2 Fluctuate,,,224426,CT #2 Fluctuate,,,0,Pulmonary,,,,metavision,,Text, +,,CT #2 Suction Amount,,,224427,CT #2 Suction Amount,,,0,Pulmonary,,,,metavision,,Text, +,,CT #3 Crepitus,,,224428,CT #3 Crepitus,,,0,Pulmonary,,,,metavision,,Text, +,,CT #4 Crepitus,,,224429,CT #4 Crepitus,,,0,Pulmonary,,,,metavision,,Text, +,,CT #3 Drainage,,,224430,CT #3 Drainage,,,0,Pulmonary,,,,metavision,,Text, +,,CT #4 Drainage,,,224431,CT #4 Drainage,,,0,Pulmonary,,,,metavision,,Text, +,,CT #3 Dressing,,,224432,CT #3 Dressing,,,0,Pulmonary,,,,metavision,,Text, +,,CT #4 Dressing,,,224433,CT #4 Dressing,,,0,Pulmonary,,,,metavision,,Text, +,,CT #3 Fluctuate,,,224434,CT #3 Fluctuate,,,0,Pulmonary,,,,metavision,,Text, +,,CT #4 Fluctuate,,,224435,CT #4 Fluctuate,,,0,Pulmonary,,,,metavision,,Text, +,,CT #3 Suction Amount,,,224436,CT #3 Suction Amount,,,0,Pulmonary,,,,metavision,,Text, +,,CT #4 Suction Amount,,,224437,CT #4 Suction Amount,,,0,Pulmonary,,,,metavision,,Text, +,,Chest Tube Site # 2,,,224438,Chest Tube Site # 2,,,0,Pulmonary,,,,metavision,,Text, +,,Chest Tube Site #3,,,224439,Chest Tube Site #3,,,0,Pulmonary,,,,metavision,,Text, +,,Chest Tube Site #4,,,224440,Chest Tube Site #4,,,0,Pulmonary,,,,metavision,,Text, +,,GI #2 Intub Site,,,224441,GI #2 Intub Site,,,0,GI/GU,,,,metavision,,Text, +,,GI #3 Intub Site,,,224442,GI #3 Intub Site,,,0,GI/GU,,,,metavision,,Text, +,,GI #2 Tube Place Check,,,224443,GI #2 Tube Place Check,,,0,GI/GU,,,,metavision,,Text, +,,GI #3 Tube Place Check,,,224444,GI #3 Tube Place Check,,,0,GI/GU,,,,metavision,,Text, +,,GI #2 Tube Drainage,,,224445,GI #2 Tube Drainage,,,0,GI/GU,,,,metavision,,Text, +,,GI #3 Tube Drainage,,,224446,GI #3 Tube Drainage,,,0,GI/GU,,,,metavision,,Text, +,,Traction/Immobile #2,,,224449,Traction/Immobile #2,,,0,Treatments,,,,metavision,,Text, +,,Traction/Immobile #3,,,224450,Traction/Immobile #3,,,0,Treatments,,,,metavision,,Text, +,,Traction/Immobile #4,,,224451,Traction/Immobile #4,,,0,Treatments,,,,metavision,,Text, +,,Traction/Immobile Location #2,,,224452,Traction/Immobile Location #2,,,0,Treatments,,,,metavision,,Text, +,,Traction/Immobile Location #3,,,224453,Traction/Immobile Location #3,,,0,Treatments,,,,metavision,,Text, +,,Traction/Immobile Location #4,,,224454,Traction/Immobile Location #4,,,0,Treatments,,,,metavision,,Text, +,,PT Splint Location #4,,,224455,PT Splint Location #4,,,0,Treatments,,,,metavision,,Text, +,,PT Splint Location #2,,,224456,PT Splint Location #2,,,0,Treatments,,,,metavision,,Text, +,,PT Splint Location #3,,,224457,PT Splint Location #3,,,0,Treatments,,,,metavision,,Text, +,,Ultrasound (CVL),,,224468,Ultrasound (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Medications / anesthetic (PA line),,,224469,Medications / anesthetic (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Indications (PA line),,,224472,Indications (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Insertion site (PA line),,,224476,Insertion site (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Type of catheter (PA line),,,224478,Type of catheter (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Complications (PA line),,,224479,Complications (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Indication (LP),,,224489,Indication (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Site cleansed with ChloraPrep(TM) (LP),,,224490,Site cleansed with ChloraPrep(TM) (LP),,chartevents,0,Lumbar Puncture,,,,metavision,,Checkbox, +,,Lidocaine 1% (LP),,,224491,Lidocaine 1% (LP),mL SC,chartevents,0,Lumbar Puncture,,,,metavision,,Numeric, +,,Patient position (LP),,,224495,Patient position (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Entry site (LP),,,224496,Entry site (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Amount of fluid removed (LP),,,224498,Amount of fluid removed (LP),mL,chartevents,0,Lumbar Puncture,,,,metavision,,Numeric, +,,Fluid removed (LP),,,224499,Fluid removed (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Patient (THCEN),,,224503,Patient (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,With ultrasound (THCEN),,,224504,With ultrasound (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Lidocaine 1% (THCEN),,,224505,Lidocaine 1% (THCEN),mL SC,chartevents,0,Thoracentesis,,,,metavision,,Numeric, +,,Conscious sedation (THCEN),,,224506,Conscious sedation (THCEN),,chartevents,0,Thoracentesis,,,,metavision,,Checkbox, +,,Location (PICC),,,224508,Location (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Type of catheter (PICC),,,224511,Type of catheter (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Insertion site (PICC),,,224512,Insertion site (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Timeout performed by (PICC),,,224515,Timeout performed by (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Patient identified correctly (PICC),,,224517,Patient identified correctly (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,PA Catheter,,,224560,PA Catheter,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Type #1,,,224561,Impaired Skin Type #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Surrounding Tissue #1,,,224565,Surrounding Tissue #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,14 Gauge,,,224566,14 Gauge,None,procedureevents_mv,0,Access Lines - Peripheral,,,,metavision,,Process, +,,Barrier precautions in place (PICC),,,224568,Barrier precautions in place (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Guidewire exchange (PICC),,,224571,Guidewire exchange (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Side (PICC),,,224577,Side (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Ultrasound (PICC),,,224581,Ultrasound (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Verification of (PICC),,,224582,Verification of (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Number of attempts required to place line (PICC),,,224584,Number of attempts required to place line (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Acuity (PICC),,,224596,Acuity (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Thermodilution (PA line),,,224604,Thermodilution (PA line),,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,Fick (PA line),,,224605,Fick (PA line),,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,Timeout performed by (PA line),,,224617,Timeout performed by (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Patient identified correctly (PA line),,,224618,Patient identified correctly (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Verification of (PA line),,,224619,Verification of (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Barrier precautions in place (PA line),,,224624,Barrier precautions in place (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Number of operators (CVL),,,224629,Number of operators (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Pressure Ulcer Stage #1,,,224631,Pressure Ulcer Stage #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Tunneling Present #1,,,224632,Tunneling Present #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Undermining Present #1,,,224633,Undermining Present #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Service,,,224640,Service,,,0,General,,,,metavision,,Text, +,,Nasal Congestion,,,224666,Nasal Congestion,,,0,Toxicology,,,,metavision,,Text, +,,Goose Flesh,,,224667,Goose Flesh,,,0,Toxicology,,,,metavision,,Text, +,,Sweating,,,224668,Sweating,,,0,Toxicology,,,,metavision,,Text, +,,Restlessness,,,224669,Restlessness,,,0,Toxicology,,,,metavision,,Text, +,,Lacrimation,,,224670,Lacrimation,,,0,Toxicology,,,,metavision,,Text, +,,Pupils,,,224671,Pupils,,,0,Toxicology,,,,metavision,,Text, +,,Yawning,,,224672,Yawning,,,0,Toxicology,,,,metavision,,Text, +,,Abdominal Changes: Observation,,,224673,Abdominal Changes: Observation,,,0,Toxicology,,,,metavision,,Text, +,,Muscle Aches,,,224675,Muscle Aches,,,0,Toxicology,,,,metavision,,Text, +,,Nausea and Vomiting (CINA),,,224676,Nausea and Vomiting (CINA),,,0,Toxicology,,,,metavision,,Text, +,,Tremor (CINA),,,224677,Tremor (CINA),,,0,Toxicology,,,,metavision,,Text, +,,Units,,,224680,Cuff Volume/units,,,0,Respiratory,,,,metavision,,Text, +,,Flow Pattern,,,224692,Flow Pattern,,,0,Respiratory,,,,metavision,,Text, +,,ZAuto Peep Level,,,224699,ZAuto Peep Level,cmH2O,chartevents,0,Respiratory,,,,metavision,,Numeric, +,,ZATC Tube #,,,224703,ZATC Tube #,None,chartevents,0,Respiratory,,,,metavision,,Numeric, +,,Recruitment Mode,,,224712,Recruitment Mode,,,0,Respiratory,,,,metavision,,Text, +,,Circuit Changed,,,224713,Circuit Changed,,,0,Respiratory,,,,metavision,,Text, +,,SBT Started,,,224715,SBT Started,,,0,Respiratory,,,,metavision,,Text, +,,SBT Stopped,,,224716,SBT Stopped,,,0,Respiratory,,,,metavision,,Text, +,,SBT Successfully Completed,,,224717,SBT Successfully Completed,,,0,Respiratory,,,,metavision,,Text, +,,Arrythmia,,,224720,Arrythmia,,,0,Respiratory,,,,metavision,,Text, +,,Accessory Muscle Use,,,224723,Accessory Muscle Use,,,0,Respiratory,,,,metavision,,Text, +,,REE,,,224727,Resting Energy Expenditure,kcal/day,chartevents,0,Respiratory,,,,metavision,,Numeric, +,,Corneal Reflex Right,,,224730,Corneal Reflex Right,,,0,Neurological,,,,metavision,,Text, +,,Corneal Reflex Left,,,224731,Corneal Reflex Left,,,0,Neurological,,,,metavision,,Text, +,,Pupil Size Left,,,224733,Pupil Size Left,,,0,Neurological,,,,metavision,,Text, +,,Flow Rate (variable/fixed),,,224735,Flow Rate (variable/fixed),,,0,Respiratory,,,,metavision,,Text, +,,RSBI Deferred,,,224740,RSBI Deferred,,,0,Respiratory,,,,metavision,,Text, +,,RQ,,,224745,Respiratory Quotient,None,chartevents,0,Respiratory,,,,metavision,,Numeric, +,,Cont Neb - Dose (mg/hr/drug),,,224748,Cont Neb - Dose (mg/hr/drug),mg/hour,chartevents,0,Respiratory,,,,metavision,,Numeric, +,,Response,,,224756,Response,,,0,Neurological,,,,metavision,,Text, +,,RUE Sensation,,,224758,RUE Sensation,,,0,Neurological,,,,metavision,,Text, +,,LUE Sensation,,,224759,LUE Sensation,,,0,Neurological,,,,metavision,,Text, +,,LLE Sensation,,,224762,LLE Sensation,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain Location,,,224764,Neuro Drain Location,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain HOB,,,224765,Neuro Drain Head of Bed,,,0,Neurological,,,,metavision,,Text, +,,RLE Temp,,,224771,RLE Temp,,,0,Cardiovascular,,,,metavision,,Text, +,,LLE Temp,,,224773,LLE Temp,,,0,Cardiovascular,,,,metavision,,Text, +,,CT #1 Leak,,,224775,CT #1 Leak,,,0,Pulmonary,,,,metavision,,Text, +,,CT #2 Leak,,,224777,CT #2 Leak,,,0,Pulmonary,,,,metavision,,Text, +,,CT #3 Leak,,,224779,CT #3 Leak,,,0,Pulmonary,,,,metavision,,Text, +,,CT #4 Leak,,,224781,CT #4 Leak,,,0,Pulmonary,,,,metavision,,Text, +,,GI #1 Tube Type,,,224785,GI #1 Tube Type,,,0,GI/GU,,,,metavision,,Text, +,,GI #1 Tube Status,,,224786,GI #1 Tube Status,,,0,GI/GU,,,,metavision,,Text, +,,GI #2 Tube Type,,,224788,GI #2 Tube Type,,,0,GI/GU,,,,metavision,,Text, +,,GI #2 Tube Status,,,224789,GI #2 Tube Status,,,0,GI/GU,,,,metavision,,Text, +,,GI #3 Tube Type,,,224791,GI #3 Tube Type,,,0,GI/GU,,,,metavision,,Text, +,,GI #3 Tube Status,,,224792,GI #3 Tube Status,,,0,GI/GU,,,,metavision,,Text, +,,Stool Color,,,224794,Stool Color,,,0,GI/GU,,,,metavision,,Text, +,,Ostomy,,,224796,Ostomy,,,0,GI/GU,,,,metavision,,Text, +,,Ostomy Appearance,,,224797,Ostomy Appearance,,,0,GI/GU,,,,metavision,,Text, +,,AV Fistula R Bruit,,,224800,AV Fistula R Bruit,,,0,Cardiovascular,,,,metavision,,Text, +,,AV Fistula R Thrill,,,224801,AV Fistula R Thrill,,,0,Cardiovascular,,,,metavision,,Text, +,,AV Fistula L Bruit,,,224803,AV Fistula L Bruit,,,0,Cardiovascular,,,,metavision,,Text, +,,AV Fistula L Thrill,,,224804,AV Fistula L Thrill,,,0,Cardiovascular,,,,metavision,,Text, +,,CT #1 Suction Type,,,224806,CT #1 Suction Type,,,0,Pulmonary,,,,metavision,,Text, +,,CT #2 Suction Type,,,224808,CT #2 Suction Type,,,0,Pulmonary,,,,metavision,,Text, +,,CT #3 Suction Type,,,224810,CT #3 Suction Type,,,0,Pulmonary,,,,metavision,,Text, +,,CT #4 Suction Type,,,224812,CT #4 Suction Type,,,0,Pulmonary,,,,metavision,,Text, +,,GI #1 Tube Place Method,,,224814,GI #1 Tube Place Method,,,0,GI/GU,,,,metavision,,Text, +,,GI #2 Tube Place Method,,,224816,GI #2 Tube Place Method,,,0,GI/GU,,,,metavision,,Text, +,,GI #3 Tube Place Method,,,224818,GI #3 Tube Place Method,,,0,GI/GU,,,,metavision,,Text, +,,ZHCO3 (serum),,,224826,ZHCO3 (serum),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Trach Tube Type,,,224829,Trach Tube Type,,,0,Respiratory,,,,metavision,,Text, +,,Trach Tube Manufacturer,,,224830,Trach Tube Manufacturer,,,0,Respiratory,,,,metavision,,Text, +,,Trach Tube Size (I.D.),,,224831,Trach Tube Size (I.D.),,,0,Respiratory,,,,metavision,,Text, +,,ETT Type,,,224832,ETT Type,,,0,Respiratory,,,,metavision,,Text, +,,SBT Deferred,,,224833,SBT Deferred,,,0,Respiratory,,,,metavision,,Text, +,,Temp Ventricular Sens,,,224834,Temporary Ventricular Sens,,,0,Cardiovascular (Pacer Data),,,,metavision,,Text, +,,Temp Ventricular Capture,,,224835,Temporary Ventricular Capture,,,0,Cardiovascular (Pacer Data),,,,metavision,,Text, +,,Permanent Pacemaker Mode,,,224844,Permanent Pacemaker Mode,,,0,Cardiovascular (Pacer Data),,,,metavision,,Text, +,,Site Drainage Amount #1,,,224847,Impaired Skin Drainage Amount #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Incision Appearance #1,,,224848,Incision Appearance #1,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage Amount #1,,,224850,Incision Drainage Amount #1,,,0,Skin - Incisions,,,,metavision,,Text, +,,Dressing Status #1,,,224851,Dressing Status #1,,,0,Skin - Incisions,,,,metavision,,Text, +,,Reason for Restraint (Acute M/S)_V1,,,224854,Reason for Restraint (Acute Medical/Surgical)_V1,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Less Restrictive Measures (Behavioral),,,224857,Less Restrictive Measures (Behavioral),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Pt. Behavior w/ Application (Behavioral),,,224858,Patient Behavior During Application,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Status and Comfort (Behavioral),,,224859,Status and Comfort (Behavioral),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Skin Condition,,,224860,Skin Condition,,,0,Skin - Assessment,,,,metavision,,Text, +,,Edema Amount,,,224862,Edema Amount,,,0,Skin - Incisions,,,,metavision,,Text, +,,ZTrach Care,,,224864,ZTrach Care,,,0,Respiratory,,,,metavision,,Text, +,,Flow Sensitivity,,,224865,Flow Sensitivity,,,0,Respiratory,,,,metavision,,Text, +,,Temp Atrial Capture,,,224866,Temporary Atrial Capture,,,0,Cardiovascular (Pacer Data),,,,metavision,,Text, +,,GU Catheter Insertion Date,,,224878,GU Catheter Insertion Date,,datetimeevents,0,GI/GU,,,,metavision,,Date time, +,,Nares L,,,224879,Nares L,,,0,GI/GU,,,,metavision,,Text, +,,Site Cleanse #2,,,224888,Impaired Skin Cleanse #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Cleanse #3,,,224889,Impaired Skin Cleanse #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Cleanse #4,,,224890,Impaired Skin Cleanse #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Cleanse #5,,,224891,Impaired Skin Cleanse #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Cleanse #6,,,224892,Impaired Skin Cleanse #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Cleanse #7,,,224893,Impaired Skin Cleanse #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Cleanse #8,,,224894,Impaired Skin Cleanse #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage #2,,,224902,Impaired Skin Drainage #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage #3,,,224903,Impaired Skin Drainage #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage #4,,,224904,Impaired Skin Drainage #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage #5,,,224905,Impaired Skin Drainage #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage #6,,,224906,Impaired Skin Drainage #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage #7,,,224907,Impaired Skin Drainage #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage #8,,,224908,Impaired Skin Drainage #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage Amount #2,,,224909,Impaired Skin Drainage Amount #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage Amount #3,,,224910,Impaired Skin Drainage Amount #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage Amount #4,,,224911,Impaired Skin Drainage Amount #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage Amount #5,,,224912,Impaired Skin Drainage Amount #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage Amount #6,,,224913,Impaired Skin Drainage Amount #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage Amount #7,,,224914,Impaired Skin Drainage Amount #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage Amount #8,,,224915,Impaired Skin Drainage Amount #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site #2,,,224930,Impaired Skin Site #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site #3,,,224931,Impaired Skin Site #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site #4,,,224932,Impaired Skin Site #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site #5,,,224933,Impaired Skin Site #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site #6,,,224934,Impaired Skin Site #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site #7,,,224935,Impaired Skin Site #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site #8,,,224936,Impaired Skin Site #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Treatment #2,,,224937,Impaired Skin Treatment #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Treatment #3,,,224938,Impaired Skin Treatment #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Treatment #4,,,224939,Impaired Skin Treatment #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Treatment #5,,,224940,Impaired Skin Treatment #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Treatment #6,,,224941,Impaired Skin Treatment #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Treatment #7,,,224942,Impaired Skin Treatment #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Treatment #8,,,224943,Impaired Skin Treatment #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Type #2,,,224944,Impaired Skin Type #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Type #3,,,224945,Impaired Skin Type #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Type #4,,,224946,Impaired Skin Type #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Type #5,,,224947,Impaired Skin Type #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Type #6,,,224948,Impaired Skin Type #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Type #7,,,224949,Impaired Skin Type #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Type #8,,,224950,Impaired Skin Type #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site/Wound Base #2,,,224958,Impaired Skin Wound Base #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site/Wound Base #3,,,224959,Impaired Skin Wound Base #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site/Wound Base #4,,,224960,Impaired Skin Wound Base #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site/Wound Base #5,,,224961,Impaired Skin Wound Base #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site/Wound Base #6,,,224962,Impaired Skin Wound Base #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site/Wound Base #7,,,224963,Impaired Skin Wound Base #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site/Wound Base #8,,,224964,Impaired Skin Wound Base #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer Stage #2,,,224965,Pressure Ulcer Stage #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer Stage #3,,,224966,Pressure Ulcer Stage #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer Stage #4,,,224967,Pressure Ulcer Stage #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer Stage #5,,,224968,Pressure Ulcer Stage #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer Stage #6,,,224969,Pressure Ulcer Stage #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer Stage #7,,,224970,Pressure Ulcer Stage #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer Stage #8,,,224971,Pressure Ulcer Stage #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Surrounding Tissue #2,,,224972,Surrounding Tissue #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Surrounding Tissue #3,,,224973,Surrounding Tissue #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Surrounding Tissue #4,,,224974,Surrounding Tissue #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Surrounding Tissue #5,,,224975,Surrounding Tissue #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Surrounding Tissue #6,,,224976,Surrounding Tissue #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Surrounding Tissue #7,,,224977,Surrounding Tissue #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Surrounding Tissue #8,,,224978,Surrounding Tissue #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Tunneling Present #2,,,224979,Tunneling Present #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Tunneling Present #3,,,224980,Tunneling Present #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Tunneling Present #4,,,224981,Tunneling Present #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Tunneling Present #5,,,224982,Tunneling Present #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Tunneling Present #6,,,224983,Tunneling Present #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Tunneling Present #7,,,224984,Tunneling Present #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Tunneling Present #8,,,224985,Tunneling Present #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Undermining Present #2,,,224986,Undermining Present #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Undermining Present #3,,,224987,Undermining Present #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Undermining Present #4,,,224988,Undermining Present #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Undermining Present #5,,,224989,Undermining Present #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Undermining Present #6,,,224990,Undermining Present #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Undermining Present #7,,,224991,Undermining Present #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Undermining Present #8,,,224992,Undermining Present #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Incision Appearance #2,,,224993,Incision Appearance #2,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Appearance #3,,,224994,Incision Appearance #3,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Appearance #4,,,224995,Incision Appearance #4,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Appearance #5,,,224996,Incision Appearance #5,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Appearance #6,,,224997,Incision Appearance #6,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Cleansing #2,,,224998,Incision Cleansing #2,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Cleansing #3,,,224999,Incision Cleansing #3,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Cleansing #4,,,225000,Incision Cleansing #4,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Cleansing #5,,,225001,Incision Cleansing #5,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Cleansing #6,,,225002,Incision Cleansing #6,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Closure #6,,,225003,Incision Closure #6,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Closure #2,,,225004,Incision Closure #2,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Closure #3,,,225005,Incision Closure #3,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Closure #4,,,225006,Incision Closure #4,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Closure #5,,,225007,Incision Closure #5,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage #2,,,225013,Incision Drainage #2,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage #3,,,225014,Incision Drainage #3,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage #4,,,225015,Incision Drainage #4,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage #5,,,225016,Incision Drainage #5,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage #6,,,225017,Incision Drainage #6,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage Amount #2,,,225018,Incision Drainage Amount #2,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage Amount #3,,,225019,Incision Drainage Amount #3,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage Amount #4,,,225020,Incision Drainage Amount #4,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage Amount #5,,,225021,Incision Drainage Amount #5,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Drainage Amount #6,,,225022,Incision Drainage Amount #6,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Dressing #2,,,225023,Incision Dressing #2,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Dressing #3,,,225024,Incision Dressing #3,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Dressing #4,,,225025,Incision Dressing #4,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Dressing #5,,,225026,Incision Dressing #5,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Dressing #6,,,225027,Incision Dressing #6,,,0,Skin - Incisions,,,,metavision,,Text, +,,Dressing Status #2,,,225028,Dressing Status #2,,,0,Skin - Incisions,,,,metavision,,Text, +,,Dressing Status #3,,,225029,Dressing Status #3,,,0,Skin - Incisions,,,,metavision,,Text, +,,Dressing Status #4,,,225030,Dressing Status #4,,,0,Skin - Incisions,,,,metavision,,Text, +,,Dressing Status #5,,,225031,Dressing Status #5,,,0,Skin - Incisions,,,,metavision,,Text, +,,Dressing Status #6,,,225032,Dressing Status #6,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Packing #2,,,225043,Incision Packing #2,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Packing #3,,,225044,Incision Packing #3,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Packing #4,,,225045,Incision Packing #4,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Packing #5,,,225046,Incision Packing #5,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Packing #6,,,225047,Incision Packing #6,,,0,Skin - Incisions,,,,metavision,,Text, +,,Knee Location - Immobilizer,,,225048,Knee Location - Immobilizer,,,0,Treatments,,,,metavision,,Text, +,,Warming Device Status,,,225050,Warming Device Status,,,0,Treatments,,,,metavision,,Text, +,,Cooling Device Status,,,225052,Cooling Device Status,,,0,Treatments,,,,metavision,,Text, +,,Anti Embolic Device Status,,,225054,Anti Embolic Device Status,,,0,Treatments,,,,metavision,,Text, +,,PMH,,,225059,Past medical history,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Living situation,,,225072,Living situation,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Pregnancy due date,,,225083,Pregnancy due date,,datetimeevents,0,Adm History/FHPA,,,,metavision,,Date time, +,,Interpreter,,,225090,Interpreter,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Balance,,,225097,Balance,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Judgement,,,225099,Judgement,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Use of assistive devices,,,225101,Use of assistive devices,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Appetite,,,225120,Appetite,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Last dialysis,,,225128,Last dialysis,,datetimeevents,0,Adm History/FHPA,,,,metavision,,Date time, +,,Teaching directed toward,,,225131,Teaching directed toward,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Consults,,,225135,Consults,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Patient valuables,,,225137,Patient valuables,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Argatroban,,,225147,Argatroban,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Bivalirudin (Angiomax),,,225148,Bivalirudin (Angiomax),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Dexmedetomidine (Precedex),,,225150,Dexmedetomidine (Precedex),mcg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Eptifibatide (Integrilin),,,225151,Eptifibatide (Integrilin),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Heparin Sodium,,,225152,Heparin Sodium,units,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Labetalol,,,225153,Labetalol,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Morphine Sulfate,,,225154,Morphine Sulfate,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Octreotide,,,225155,Octreotide,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Pentobarbital,,,225156,Pentobarbital,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Tirofiban (Aggrastat),,,225157,Tirofiban (Aggrastat),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,NaCl 0.9%,,,225158,NaCl 0.9%,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,NaCl 0.45%,,,225159,NaCl 0.45%,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,NaCl 3% (Hypertonic Saline),,,225161,NaCl 3% (Hypertonic Saline),mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Prismasate K2,,,225162,Prismasate K2,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Prismasate K4,,,225163,Prismasate K4,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Trisodium Citrate 0.4%,,,225164,Trisodium Citrate 0.4%,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Bicarbonate Base,,,225165,Bicarbonate Base,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Potassium Chloride - KCL,,,225166,Potassium Chloride,mEq,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Hydrochloric Acid - HCL,,,225167,Hydrochloric Acid - HCL,mEq,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Platelets,,,225170,Platelets,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Cryoprecipitate,,,225171,Cryoprecipitate,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Cell Saver,,,225173,Cell Saver,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Hetastarch (Hespan) 6%,,,225174,Hetastarch (Hespan) 6%,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,ROM Status,,,225176,Range of Motion Status,,,0,Treatments,,,,metavision,,Text, +,,PT Splint Status #1,,,225180,PT Splint Status #1,,,0,Treatments,,,,metavision,,Text, +,,PT Splint Status #2,,,225182,PT Splint Status #2,,,0,Treatments,,,,metavision,,Text, +,,Current Goal,,,225183,Current Goal,mL,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,PT Splint Status #3,,,225194,PT Splint Status #3,,,0,Treatments,,,,metavision,,Text, +,,PT Splint Status #4,,,225196,PT Splint Status #4,,,0,Treatments,,,,metavision,,Text, +,,Triple Introducer,,,225199,Triple Introducer,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Indwelling Port (PortaCath),,,225202,Indwelling Port (PortaCath),None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Pheresis Catheter,,,225203,Pheresis Catheter,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Midline,,,225204,Midline,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,RIC,,,225205,RIC,None,procedureevents_mv,0,Access Lines - Peripheral,,,,metavision,,Process, +,,Trauma Line Cap Change,,,225213,Trauma Line Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Trauma Line Change over Wire Date,,,225214,Trauma Line Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Trauma Line Dressing Change,,,225216,Trauma Line Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Trauma Line Site Appear,,,225217,Trauma Line Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Trauma Line Tubing Change,,,225218,Trauma Line Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,CCO PAC Cap Change,,,225221,CCO PAC Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,CCO PAC Change over Wire Date,,,225222,CCO PAC Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,CCO PAC Dressing Change,,,225224,CCO PAC Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,CCO PAC Site Appear,,,225225,CCO PAC Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,CCO PAC Tubing Change,,,225226,CCO PAC Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,CCO PAC Waveform Appear,,,225227,CCO PAC Waveform Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,20 Gauge Reason Discontinued,,,225230,20 Gauge Reason Discontinued,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,20 Gauge Site Appear,,,225231,20 Gauge Site Appear,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,18 Gauge Reason Discontinued,,,225233,18 Gauge Reason Discontinued,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,18 Gauge Site Appear,,,225234,18 Gauge Site Appear,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,16 Gauge Reason Discontinued,,,225236,16 Gauge Reason Discontinued,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,16 Gauge Site Appear,,,225237,16 Gauge Site Appear,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,14 Gauge Reason Discontinued,,,225239,14 Gauge Reason Discontinued,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,14 Gauge Site Appear,,,225240,14 Gauge Site Appear,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,Indication (THCEN),,,225242,Indication (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Side (THCEN),,,225244,Side (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Patient position (THCEN),,,225245,Patient position (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Fluid Removed (THCEN),,,225246,Fluid Removed (THCEN),mL,chartevents,0,Thoracentesis,,,,metavision,,Numeric, +,,Fluid Removed Description (THCEN),,,225247,Fluid Removed Description (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Complications (THCEN),,,225250,Complications (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Indication (PACEN),,,225254,Indication (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Ultrasound (PACEN),,,225255,Ultrasound (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Insertion site prepped and draped (PACEN),,,225256,Insertion site prepped and draped (PACEN),,chartevents,0,Paracentesis,,,,metavision,,Checkbox, +,,Lidocaine 1% (PACEN),,,225257,Lidocaine 1% (PACEN),mL SC,chartevents,0,Paracentesis,,,,metavision,,Numeric, +,,Entry site (PACEN),,,225260,Entry site (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Fluid removed (PACEN),,,225261,Fluid removed (PACEN),mL,chartevents,0,Paracentesis,,,,metavision,,Numeric, +,,Fluid removed description (PACEN),,,225262,Fluid removed description (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Difficult to Intubate,,,225267,Difficult to Intubate,,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Induction/Drugs/Doses (Intubation),,,225271,Induction/Drugs/Doses (Intubation),,,0,Intubation,,,,metavision,,Text, +,,ETT Position (cm at teeth),,,225277,ETT Position (cm at teeth),None,chartevents,0,Respiratory,,,,metavision,,Numeric, +,,ETT Route,,,225278,ETT Route,,,0,Respiratory,,,,metavision,,Text, +,,Date of Admission to Hospital,,,225279,Date of Admission to Hospital,,datetimeevents,0,Adm History/FHPA,,,,metavision,,Date time, +,,Indications (PICC),,,225281,Indications (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Hand Cleansing Prior to Procedure (PICC),,,225283,Hand Cleansing Prior to Procedure (PICC),,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,PICC Ordered on POE,,,225284,PICC Ordered on POE,,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,Catheter repositioned (PICC),,,225285,Catheter repositioned (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Transparent dressing applied (PICC),,,225287,Transparent dressing applied and dated (PICC),,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,Follow-up X-RAY Ordered (PICC),,,225288,Follow-up X-RAY Ordered (PICC),,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,Attending/Supervisor is Clinician Operator (PICC),,,225289,Attending/Supervisor is Clinician Operator (PICC),,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,Present during procedure/agree w/ checklist (PICC),,,225290,Present during key moments and agree with checklist (PICC),,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,Indication (Intubation),,,225291,Indication (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Unable to complete Airway (Intubation),,,225292,Unable to complete Airway Assessment (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Mouth Opening (Intubation),,,225294,Mouth Opening (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Thyromental Distance (Intubation),,,225295,Thyromental Distance (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Mandibular Prognatism (Intubation),,,225296,Mandibular Prognatism (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Teeth/Dentition (Intubation),,,225297,Teeth/Dentition (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Neck ROM (Intubation),,,225298,Neck ROM (Intubation),,,0,Intubation,,,,metavision,,Text, +,,No Drugs Administered (Intubation),,,225300,No Drugs Administered (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,RSI (Intubation),,,225301,RSI (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Pre-Oxygentated (Intubation),,,225302,Pre-Oxygentated (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Mask Ventilation (Intubation),,,225303,Mask Ventilation (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Blade / Equipment (Intubation),,,225304,Blade / Equipment (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Number of Attempts (Intubation),,,225306,Number of Attempts (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Oral ETT,,,225307,Oral ETT,,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Nasal ETT,,,225308,Nasal ETT,,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Tunneled (Hickman) Line,,,225315,Tunneled (Hickman) Line,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,CCO PAC Insertion Date,,,225316,CCO PAC Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Trauma Line Insertion Date,,,225317,Trauma Line Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Dialysis Catheter Cap Change,,,225318,Dialysis Catheter Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Dialysis Catheter Change over Wire Date,,,225319,Dialysis Catheter Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Dialysis Catheter Dressing Change,,,225321,Dialysis Catheter Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Dialysis Catheter Insertion Date,,,225322,Dialysis Catheter Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Dialysis Catheter Site Appear,,,225323,Dialysis Catheter Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Dialysis Catheter Tubing Change,,,225324,Dialysis CatheterTubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Tunneled (Hickman) Cap Change,,,225327,Tunneled (Hickman) Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Tunneled (Hickman) Change over Wire Date,,,225328,Tunneled (Hickman) Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Tunneled (Hickman) Dressing Change,,,225329,Tunneled (Hickman) Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Tunneled (Hickman) Insertion Date,,,225330,Tunneled (Hickman) Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Tunneled (Hickman) Site Appear,,,225331,Tunneled (Hickman) Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tunneled (Hickman) Tubing Change,,,225332,Tunneled (Hickman) Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,IABP Cap Change,,,225335,IABP Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,IABP Change over Wire Date,,,225336,IABP Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,IABP Dressing Change,,,225337,IABP Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,IABP Insertion Date,,,225338,IABP Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,IABP Site Appear,,,225339,IABP Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IABP Tubing Change,,,225340,IABP Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,IABP Art. Waveform Appear,,,225341,IABP Art. Waveform Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Midline Cap Change,,,225343,Midline Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Midline Change over Wire Date,,,225344,Midline Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Midline Dressing Change,,,225345,Midline Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Midline Insertion Date,,,225346,Midline Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Midline Site Appear,,,225347,Midline Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Midline Tubing Change,,,225348,Midline Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PA Catheter Cap Change,,,225351,PA Catheter Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PA Catheter Change over Wire Date,,,225352,PA Catheter Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PA Catheter Dressing Change,,,225353,PA Catheter Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PA Catheter Insertion Date,,,225354,PA Catheter Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PA Catheter Site Appear,,,225355,PA Catheter Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,PA Catheter Tubing Change,,,225356,PA Catheter Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,PA Catheter Waveform Appear,,,225357,PA Catheter Waveform Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Pheresis Catheter Cap Change,,,225367,Pheresis Catheter Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Pheresis Catheter Change over Wire Date,,,225368,Pheresis Catheter Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Pheresis Catheter Dressing Change,,,225369,Pheresis Catheter Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Pheresis Catheter Insertion Date,,,225370,Pheresis Catheter Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Pheresis Catheter Site Appear,,,225371,Pheresis Catheter Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Pheresis Catheter Tubing Change,,,225372,Pheresis Catheter Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Indwelling Port (PortaCath) Cap Change,,,225375,Indwelling Port (PortaCath) Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Indwelling Port (PortaCath) Change over Wire Date,,,225376,Indwelling Port (PortaCath) Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Indwelling Port (PortaCath) Dressing Change,,,225377,Indwelling Port (PortaCath) Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Indwelling Port (PortaCath) Insertion Date,,,225378,Indwelling Port (PortaCath) Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Indwelling Port (PortaCath) Site Appear,,,225379,Indwelling Port (PortaCath) Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Indwelling Port (PortaCath) Tubing Change,,,225380,Indwelling Port (PortaCath)Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Presep Catheter Cap Change,,,225383,Presep Catheter Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Presep Catheter Change over Wire Date,,,225384,Presep Catheter Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Presep Catheter Dressing Change,,,225385,Presep Catheter Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Presep Catheter Insertion Date,,,225386,Presep Catheter Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Presep Catheter Site Appear,,,225387,Presep Catheter Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Presep Catheter Waveform Appear,,,225388,Presep Catheter Waveform Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Presep Catheter Tubing Change,,,225390,Presep Catheter Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Triple Introducer Cap Change,,,225391,Triple Introducer Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Triple Introducer Change over Wire Date,,,225392,Triple Introducer Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Triple Introducer Dressing Change,,,225393,Triple Introducer Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Triple Introducer Insertion Date,,,225394,Triple Introducer Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Triple Introducer Site Appear,,,225395,Triple Introducer Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Triple Introducer Tubing Change,,,225396,Triple Introducer Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Triple Introducer Waveform Appear,,,225397,Triple Introducer Waveform Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Lumbar Puncture,,,225399,Lumbar Puncture,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Bronchoscopy,,,225400,Bronchoscopy,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Blood Cultured,,,225401,Blood Cultured,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,EKG,,,225402,EKG,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Transferred to Floor,,,225406,Transferred to Floor,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,VNA / home infusion,,,225409,VNA / home infusion,,,0,Case Management,,,,metavision,,Text, +,,Acute rehab,,,225410,Acute rehab,,,0,Case Management,,,,metavision,,Text, +,,Patient on vent,,,225411,Patient on vent,,,0,Case Management,,,,metavision,,Text, +,,Skilled nursing facility,,,225413,Skilled nursing facility,,,0,Case Management,,,,metavision,,Text, +,,Home without services,,,225414,Home without services,,chartevents,0,Case Management,,,,metavision,,Checkbox, +,,Home with services,,,225415,Home with services,,,0,Case Management,,,,metavision,,Text, +,,Angiography,,,225427,Angiography,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Blakemore D/C,,,225428,Blakemore D/C,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Blakemore Inserted,,,225429,Blakemore Inserted,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Cardiac Cath,,,225430,Cardiac Cath,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Transthoracic Echo,,,225432,Transthoracic Echo,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Chest Tube Placed,,,225433,Chest Tube Placed,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Colonoscopy,,,225434,Colonoscopy,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,CRRT Filter Change,,,225436,CRRT Filter Change,None,procedureevents_mv,0,Dialysis,,,,metavision,,Process, +,,CSF Culture,,,225437,CSF Culture,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,Endoscopy,,,225439,Endoscopy,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Fluoroscopy,,,225440,Fluoroscopy,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Hemodialysis,,,225441,Hemodialysis,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Liver Biopsy,,,225442,Liver Biopsy,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Nuclear Medicine,,,225443,Nuclear Medicine,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Pan Culture,,,225444,Pan Culture,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,Paracentesis,,,225445,Paracentesis,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,PEG Insertion,,,225446,PEG Insertion,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Percutaneous Drain Insertion,,,225447,Percutaneous Drain Insertion,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Percutaneous Tracheostomy,,,225448,Percutaneous Tracheostomy,None,procedureevents_mv,0,1-Intubation/Extubation,,,,metavision,,Process, +,,Pericardiocentesis,,,225449,Pericardiocentesis,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Radiation Therapy,,,225450,Radiation Therapy,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Sputum Culture,,,225451,Sputum Culture,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,Urine Culture,,,225454,Urine Culture,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,Ventricular Drain,,,225456,Ventricular Drain,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Abdominal X-Ray,,,225457,Abdominal X-Ray,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Chest X-Ray,,,225459,Chest X-Ray,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Cervical Spine,,,225460,Cervical Spine,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Pelvis,,,225461,Pelvis,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Interventional Radiology,,,225462,Interventional Radiology,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,TLS Spine,,,225463,TLS Spine,None,procedureevents_mv,0,5-Imaging,,,,metavision,,Process, +,,Cardioversion/Defibrillation,,,225464,Cardioversion/Defibrillation,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Chest Pain,,,225465,Chest Pain,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Cardiac Arrest,,,225466,Cardiac Arrest,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Chest Opened,,,225467,Chest Opened,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Unplanned Extubation (patient-initiated),,,225468,Unplanned Extubation (patient-initiated),None,procedureevents_mv,0,1-Intubation/Extubation,,,,metavision,,Process, +,,OR Received,,,225469,OR Received,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,OR Sent,,,225470,OR Sent,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Pneumothorax,,,225472,Pneumothorax,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Fall,,,225474,Fall,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Respiratory Arrest,,,225475,Respiratory Arrest,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Unplanned Line/Catheter Removal (Non-Patient inita,,,225476,Unplanned Line/Catheter Removal (Non-Patient initated),None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Unplanned Extubation (non-patient initiated),,,225477,Unplanned Extubation (non-patient initiated),None,procedureevents_mv,0,1-Intubation/Extubation,,,,metavision,,Process, +,,Operation,,,225478,Operation,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Thoracentesis,,,225479,Thoracentesis,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Insertion kit used (THCEN),,,225485,Insertion kit used (THCEN),,chartevents,0,Thoracentesis,,,,metavision,,Checkbox, +,,Hand cleansing prior to procedure (THCEN),,,225486,Hand cleansing prior to procedure (THCEN),,chartevents,0,Thoracentesis,,,,metavision,,Checkbox, +,,Barrier precautions in place (THCEN),,,225487,Barrier precautions in place (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Follow-up X-RAY Ordered (THCEN),,,225488,Follow-up X-RAY Ordered (THCEN),,chartevents,0,Thoracentesis,,,,metavision,,Checkbox, +,,Site cleansed with ChloraPrep (THCEN),,,225489,Site cleansed with ChloraPrep (THCEN),,chartevents,0,Thoracentesis,,,,metavision,,Checkbox, +,,Timeout Performed by (THCEN),,,225490,Timeout Performed by (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Patient identified correctly by 2 means (THCEN),,,225491,Patient identified correctly by 2 means (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Verification of (THCEN),,,225492,Verification of (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Timeout performed by (PACEN),,,225498,Timeout performed by (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Patient identified correctly by 2 means (PACEN),,,225499,Patient identified correctly by 2 means (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Verification of (PACEN),,,225500,Verification of (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Insertion kit used (PACEN),,,225501,Insertion kit used (PACEN),,chartevents,0,Paracentesis,,,,metavision,,Checkbox, +,,Hand cleansing prior to procedure (PACEN),,,225503,Hand cleansing prior to procedure (PACEN),,chartevents,0,Paracentesis,,,,metavision,,Checkbox, +,,Site cleaned with ChloraPrep (PACEN),,,225504,Site cleaned with ChloraPrep (PACEN),,chartevents,0,Paracentesis,,,,metavision,,Checkbox, +,,Barrier precautions in place (PACEN),,,225506,Barrier precautions in place (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Patient (Bronch),,,225510,Patient (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Indications (Bronch),,,225511,Indications (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Route (Bronch),,,225513,Route (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Type (Bronch),,,225514,Type (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Location (Bronch),,,225516,Location (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Services (Bronch),,,225518,Services (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Complications (Bronch),,,225524,Complications (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Bronchoalveolar lavage (BAL) / (Bronch),,,225526,Bronchoalveolar lavage (BAL) / washing (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,Endobronchial ultrasound (EBUS) (Bronch),,,225527,Endobronchial ultrasound (EBUS) (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,Brushings (Bronch),,,225528,Brushings (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,Transbronchial biopsy (Bronch),,,225529,Transbronchial biopsy (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,Transbronchial needle aspirate (Bronch),,,225530,Transbronchial needle aspirate (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,Conscious sedation used (Bronch),,,225531,Conscious sedation used (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,Photodynamic therapy PDT (Bronch),,,225532,Photodynamic therapy PDT (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,Autofluorescence AF (Bronch),,,225533,Autofluorescence AF (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,Hand cleansing prior to procedure(Bronch),,,225536,Hand cleansing prior to procedure (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,Barrier precautions in place (Bronch),,,225538,Barrier precautions in place (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Timeout performed by (Bronch),,,225539,Timeout performed by (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Patient identified correctly (Bronch),,,225540,Patient identified correctly (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Verification of (Bronch),,,225541,Verification of (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Side (A-Line),,,225550,Side (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Insertion site (A-Line),,,225552,Insertion site (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Replaced previous Arterial line,,,225556,Replaced previous Arterial line over wire,,chartevents,0,Arterial Line Insertion,,,,metavision,,Checkbox, +,,Insertion kit used (A-Line),,,225565,Insertion kit used (A-Line),,chartevents,0,Arterial Line Insertion,,,,metavision,,Checkbox, +,,Hand cleansing prior to procedure(A-Line),,,225567,Hand cleansing prior to procedure (A-Line),,chartevents,0,Arterial Line Insertion,,,,metavision,,Checkbox, +,,Site cleaned with ChloraPrep(TM) (A-Line),,,225568,Site cleaned with ChloraPrep(TM) (A-Line),,chartevents,0,Arterial Line Insertion,,,,metavision,,Checkbox, +,,Number of attempts required to place line (A-Line),,,225571,Number of attempts required to place line (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Transparent dressing applied (A-Line),,,225573,Transparent dressing applied and dated (A-Line),,chartevents,0,Arterial Line Insertion,,,,metavision,,Checkbox, +,,Arterial Line ordered on POE,,,225575,Arterial Line ordered on POE,,chartevents,0,Arterial Line Insertion,,,,metavision,,Checkbox, +,,Indications (CVL),,,225578,Indications (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Is alternative vascular access (CVL),,,225580,Is alternative vascular access present (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Location (CVL),,,225581,Location (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,ETT Depth (Intubation),,,225585,ETT Depth (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Stylette (Intubation),,,225586,Stylette (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Bougie (Intubation),,,225587,Bougie (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Tube Secured (Intubation),,,225588,Tube Secured (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Tracheal Confirmation (Intubation),,,225590,Tracheal Confirmation (Intubation),,,0,Intubation,,,,metavision,,Text, +,,ETT Size (Intubation),,,225592,ETT Size (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Best Larynx View Obtained (Intubation),,,225593,Best Larynx View Obtained (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Timeout Performed by (LP),,,225596,Timeout Performed by (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Patient identified correctly (LP),,,225597,Patient identified correctly (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Verification of (LP),,,225598,Verification of (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Insertion kit used (LP),,,225599,Insertion kit used (LP),,chartevents,0,Lumbar Puncture,,,,metavision,,Checkbox, +,,Hand cleansing prior to procedure (LP),,,225601,Hand cleansing prior to procedure (LP),,chartevents,0,Lumbar Puncture,,,,metavision,,Checkbox, +,,Barrier precautions in place (LP),,,225602,Barrier precautions in place (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Hand cleansing prior (PA Line),,,225607,Hand cleansing prior to procedure (PA Line),,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,Insertion kit used (PA line),,,225608,Insertion kit used (PA line),,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,Site cleaned ChloraPrep(TM) (PA line),,,225609,Site cleaned with ChloraPrep(TM) (PA line),,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,Location (PA line),,,225615,Location (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,ZBrain Natiuretic Peptide (BNP),,,225622,ZBrain Natiuretic Peptide (BNP),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Number of attempts require to place line (PA line),,,225623,Number of attempts require to place line (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Guidewire (PA Line),,,225629,Guidewire (PA Line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Ultrasound (PA line),,,225630,Ultrasound (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Side (PA line),,,225631,Side (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,ZCK-MB,,,225632,ZCK-MB,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Acuity (PA line),,,225633,Acuity (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,ZDigoxin,,,225644,ZDigoxin,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZPhenytoin (Dilantin),,,225645,ZPhenytoin (Dilantin),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Transparent dressing applied (PA line),,,225646,Transparent dressing applied and dated (PA line),,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,PA line ordered on POE,,,225647,PA line ordered on POE,,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,Follow-up X-RAY ordered (PA Line),,,225648,Follow-up X-RAYordered (PA Line),,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,ZFK506,,,225655,ZFK506,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Freeform Drug Level,,,225658,Freeform Drug Level,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Freeform Enzymes,,,225659,Freeform Enzymes,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Freeform Hematology,,,225660,Freeform Hematology,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZGentamicin (Peak),,,225662,ZGentamicin (Peak),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZLDL measured,,,225670,ZLDL measured,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZPhenobarbital,,,225676,ZPhenobarbital,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZPlatelet Count,,,225678,ZPlatelet Count,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZProcan,,,225679,ZProcan,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZProcan Napa,,,225680,ZProcan Napa,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZSed Rate,,,225683,ZSed Rate,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Thiocynate,,,225685,Thiocynate,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZThrombin,,,225686,ZThrombin,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZTobramycin (Peak),,,225688,ZTobramycin (Peak),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Insertion kit used (PICC Line),,,225689,Insertion kit used (PICC Line),,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,ZTropinin - T,,,225694,ZTropinin - T,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZVancomycin (Peak),,,225697,ZVancomycin (Peak),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Immediate complications (CVL),,,225700,Immediate complications (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Transparent dressing applied (CVL),,,225701,Transparent dressing applied and dated (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Follow-up chest X-RAY ordered (CVL),,,225702,Follow-up chest X-RAY ordered (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Site cleaned with ChloraPrep(TM) (CVL),,,225704,Site cleaned with ChloraPrep(TM) (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Hand cleansing prior to procedure (CVL),,,225705,Hand cleansing prior to procedure (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Insertion kit used (CVL),,,225706,Insertion kit used (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Central Line ordered on POE,,,225707,Central Line ordered on POE,,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Immediate complications (PICC),,,225708,Immediate complications (PICC),,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,Location (A-Line),,,225714,Location (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Guidewire (A-Line),,,225717,Guidewire (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Ultrasound (A-Line),,,225718,Ultrasound (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Number of operators (A-Line),,,225719,Number of operators (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Acuity (A-Line),,,225721,Acuity (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,IABP Line Tip Cultured,,,225727,IABP Line Tip Cultured,,chartevents,0,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Indwelling Port (PortaCath) Line Tip Cultured,,,225733,Indwelling Port (PortaCath) Line Tip Cultured,,chartevents,0,Access Lines - Invasive,,,,metavision,,Checkbox, +,,Arterial Line Discontinued,,,225737,Arterial Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,CCO PAC Discontinued,,,225738,CCO PAC Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Cordis/Introducer Discontinued,,,225739,Cordis/Introducer Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Dialysis Catheter Discontinued,,,225740,Dialysis Catheter Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tunneled (Hickman) Line Discontinued,,,225741,Tunneled (Hickman) Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IABP Line Discontinued,,,225742,IABP Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Midline Discontinued,,,225743,Midline Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Multi Lumen Line Discontinued,,,225744,Multi Lumen Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,PA Catheter Discontinued,,,225745,PA Catheter Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Pheresis Catheter Discontinued,,,225746,Pheresis Catheter Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,PICC Line Discontinued,,,225747,PICC Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Indwelling Port (PortaCath) Discontinued,,,225748,Indwelling Port (PortaCath) Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Presep Catheter Discontinued,,,225749,Presep Catheter Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Trauma Line Discontinued,,,225750,Trauma Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Triple Introducer Discontinued,,,225751,Triple Introducer Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Arterial Line,,,225752,Arterial Line,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,22 Gauge Insertion Date,,,225753,22 Gauge Insertion Date,,datetimeevents,0,Access Lines - Peripheral,,,,metavision,,Date time, +,,20 Gauge Insertion Date,,,225754,20 Gauge Insertion Date,,datetimeevents,0,Access Lines - Peripheral,,,,metavision,,Date time, +,,18 Gauge Insertion Date,,,225755,18 Gauge Insertion Date,,datetimeevents,0,Access Lines - Peripheral,,,,metavision,,Date time, +,,16 Gauge Insertion Date,,,225756,16 Gauge Insertion Date,,datetimeevents,0,Access Lines - Peripheral,,,,metavision,,Date time, +,,14 Gauge Insertion Date,,,225757,14 Gauge Insertion Date,,datetimeevents,0,Access Lines - Peripheral,,,,metavision,,Date time, +,,RIC Insertion Date,,,225758,RIC Insertion Date,,datetimeevents,0,Access Lines - Peripheral,,,,metavision,,Date time, +,,RIC Reason Discontinued,,,225759,RIC Reason Discontinued,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,RIC Site Appear,,,225760,RIC Site Appear,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,Sheath Insertion,,,225761,Sheath Insertion,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Sheath Cap Change,,,225762,Sheath Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Sheath Change over Wire Date,,,225763,Sheath Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Sheath Line Discontinued,,,225764,Sheath Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Sheath Dressing Change,,,225765,Sheath Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Sheath Insertion Date,,,225766,Sheath Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Sheath Site Appear,,,225767,Sheath Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Sheath Tubing Change,,,225769,Sheath Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Sheath Waveform Appear,,,225770,Sheath Waveform Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Sheath Size,,,225772,Sheath Size,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,CCO PAC Dressing Type,,,225774,CCO PAC Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Cordis Introducer Dressing Type,,,225775,Cordis Introducer Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Dialysis Catheter Dressing Type,,,225776,Dialysis Catheter Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tunneled (Hickman) Dressing Type,,,225777,Tunneled (Hickman) Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IABP Dressing Type,,,225778,IABP Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Midline Dressing Type,,,225779,Midline Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Multi Lumen Dressing Type,,,225780,Multi Lumen Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,PA Catheter Dressing Type,,,225781,PA Catheter Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Pheresis Catheter Dressing Type,,,225782,Pheresis Catheter Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Indwelling Port (PortaCath) Dressing Type,,,225784,Indwelling Port (PortaCath) Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Presep Catheter Dressing Type,,,225785,Presep Catheter Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Sheath Dressing Type,,,225786,Sheath Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Trauma Line Dressing Type,,,225787,Trauma Line Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Triple Introducer Dressing Type,,,225788,Triple Introducer Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Sheath,,,225789,Sheath,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Site cleaned with ChloraPrep(TM) (PICC),,,225790,Site cleaned with ChloraPrep(TM) (PICC),,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,Invasive Ventilation,,,225792,Invasive Ventilation,None,procedureevents_mv,0,2-Ventilation,,,,metavision,,Process, +,,Non-invasive Ventilation,,,225794,Non-invasive Ventilation,None,procedureevents_mv,0,2-Ventilation,,,,metavision,,Process, +,,Dextran 40,,,225795,Dextran 40,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Dextran 70,,,225796,Dextran 70,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Free Water,,,225797,Free Water,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Vancomycin,,,225798,Vancomycin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Gastric Meds,,,225799,Gastric Meds,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Lipids 20%,,,225801,Lipids 20%,mL,inputevents_mv,0,Nutrition - Parenteral,,,,metavision,,Solution, +,,Dialysis - CRRT,,,225802,Dialysis - CRRT,None,procedureevents_mv,0,Dialysis,,,,metavision,,Process, +,,Dialysis - CVVHD,,,225803,Dialysis - CVVHD,None,procedureevents_mv,0,Dialysis,,,,metavision,,Process, +,,Peritoneal Dialysis,,,225805,Peritoneal Dialysis,None,procedureevents_mv,0,Dialysis,,,,metavision,,Process, +,,Volume In (PD),,,225806,Volume In (PD),mL,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,Volume Out (PD),,,225807,Volume Out (PD),mL,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,Dialysis - CVVHDF,,,225809,Dialysis - CVVHDF,None,procedureevents_mv,0,Dialysis,,,,metavision,,Process, +,,CV - PMH,,,225811,CV - past medical history,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Baseline pain level,,,225813,Baseline pain level,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Stool Culture,,,225814,Stool Culture,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,Peritoneal Fluid,,,225815,Peritoneal Fluid,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Wound Culture,,,225816,Wound Culture,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,BAL Fluid Culture,,,225817,BAL Fluid Culture,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,Pleural Fluid Culture,,,225818,Pleural Fluid Culture,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,Brain Death,,,225819,Brain Death,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,C-Spine Clearance,,,225820,C-Spine Clearance,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,Unplanned Line/Catheter Removal (Patient Initiated,,,225821,Unplanned Line/Catheter Removal (Patient Initiated),None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,D5 1/2NS,,,225823,D5 1/2NS,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,D5NS,,,225825,D5NS,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,D5LR,,,225827,D5LR,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,LR,,,225828,LR,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Multivitamins,,,225830,Multivitamins,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Folic Acid,,,225832,Folic Acid,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Thiamine,,,225833,Thiamine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,K Phos,,,225834,K Phos,mmol,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Na Phos,,,225835,Na Phos,mmol,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Acyclovir,,,225837,Acyclovir,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Ambisome,,,225838,Ambisome,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Amikacin,,,225840,Amikacin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Ampicillin,,,225842,Ampicillin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Ampicillin/Sulbactam (Unasyn),,,225843,Ampicillin/Sulbactam (Unasyn),dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Atovaquone,,,225844,Atovaquone,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Azithromycin,,,225845,Azithromycin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Aztreonam,,,225847,Aztreonam,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Caspofungin,,,225848,Caspofungin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Cefazolin,,,225850,Cefazolin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Cefepime,,,225851,Cefepime,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Ceftazidime,,,225853,Ceftazidime,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Ceftriaxone,,,225855,Ceftriaxone,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Chloroquine,,,225857,Chloroquine,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Ciprofloxacin,,,225859,Ciprofloxacin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Clindamycin,,,225860,Clindamycin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Colistin,,,225862,Colistin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Daptomycin,,,225863,Daptomycin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Doxycycline,,,225865,Doxycycline,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Erythromycin,,,225866,Erythromycin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Ethambutol,,,225868,Ethambutol,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Fluconazole,,,225869,Fluconazole,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Foscarnet,,,225871,Foscarnet,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Gancyclovir,,,225873,Gancyclovir,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Gentamicin,,,225875,Gentamicin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Imipenem/Cilastatin,,,225876,Imipenem/Cilastatin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Isoniazid,,,225877,Isoniazid,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Levofloxacin,,,225879,Levofloxacin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Linezolid,,,225881,Linezolid,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Mefloquine,,,225882,Mefloquine,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Meropenem,,,225883,Meropenem,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Metronidazole,,,225884,Metronidazole,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Micafungin,,,225885,Micafungin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Moxifloxacin,,,225886,Moxifloxacin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Nafcillin,,,225888,Nafcillin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Oxacillin,,,225889,Oxacillin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Penicillin G potassium,,,225890,Penicillin G potassium,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Piperacillin,,,225892,Piperacillin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Piperacillin/Tazobactam (Zosyn),,,225893,Piperacillin/Tazobactam (Zosyn),dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Pyrazinamide,,,225895,Pyrazinamide,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Quinine,,,225896,Quinine,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Ribavirin,,,225897,Ribavirin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Rifampin,,,225898,Rifampin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Bactrim (SMX/TMP),,,225899,Bactrim (SMX/TMP),dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Dalfopristin/Quinupristin (Synercid),,,225900,Dalfopristin/Quinupristin (Synercid),dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Tobramycin,,,225902,Tobramycin,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Valgancyclovir,,,225903,Valgancyclovir,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Voriconazole,,,225905,Voriconazole,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Enoxaparin (Lovenox),,,225906,Enoxaparin (Lovenox),dose,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Famotidine (Pepcid),,,225907,Famotidine (Pepcid),dose,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Fondaparinux,,,225908,Fondaparinux,dose,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Lansoprazole (Prevacid),,,225909,Lansoprazole (Prevacid),dose,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Pantoprazole (Protonix),,,225910,Pantoprazole (Protonix),dose,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Ranitidine (Prophylaxis),,,225911,Ranitidine (Prophylaxis),dose,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Carafate (Sucralfate),,,225912,Carafate (Sucralfate),dose,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Coumadin (Warfarin),,,225913,Coumadin (Warfarin),dose,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Factor VIIa,,,225914,Factor VIIa,mcg,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Profilnine,,,225915,Profilnine,units,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,TPN w/ Lipids,,,225916,TPN w/ Lipids,mL,inputevents_mv,0,Nutrition - Parenteral,,,,metavision,,Solution, +,,TPN without Lipids,,,225917,TPN without Lipids,mL,inputevents_mv,0,Nutrition - Parenteral,,,,metavision,,Solution, +,,Aminosyn 3.5%,,,225918,Aminosyn 3.5%,mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,D5 Aminosyn 3.5%,,,225919,D5 Aminosyn 3.5%,mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Peripheral Parenteral Nutrition,,,225920,Peripheral Parenteral Nutrition,mL,inputevents_mv,0,Nutrition - Parenteral,,,,metavision,,Solution, +,,Hepatamine,,,225921,Hepatamine,mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Nephramine,,,225922,Nephramine,mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Folate,,,225923,Folate,mg,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Hydrochloric Acid,,,225924,Hydrochloric Acid,mEq,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Potassium Phosphate,,,225925,Potassium Phosphate,mmol,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Sodium ACEtate,,,225926,Sodium ACEtate,mEq,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Impact with Fiber (Full),,,225928,Impact with Fiber (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,ProBalance (Full),,,225929,ProBalance (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Peptamen 1.5 (Full),,,225930,Peptamen 1.5 (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren 2.0 (Full),,,225931,Nutren 2.0 (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Vivonex (Full),,,225934,Vivonex (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Replete (Full),,,225935,Replete (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Replete with Fiber (Full),,,225936,Replete with Fiber (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Ensure (Full),,,225937,Ensure (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,D5 1/4NS,,,225941,D5 1/4NS,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Fentanyl (Concentrate),,,225942,Fentanyl (Concentrate),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Solution,,,225943,Solution,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Sterile Water,,,225944,Sterile Water,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Lidocaine,,,225945,Lidocaine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Dextrose PN,,,225947,Dextrose PN,grams,inputevents_mv,0,Nutrition - Parenteral,,,,metavision,,Solution, +,,Amino Acids,,,225948,Amino Acids,grams,inputevents_mv,0,Nutrition - Parenteral,,,,metavision,,Solution, +,,NIV Mask,,,225949,NIV Mask,,,0,Respiratory,,,,metavision,,Text, +,,PD Fluid Appearance,,,225951,Peritoneal Dialysis Fluid Appearance,,,0,Dialysis,,,,metavision,,Text, +,,Medication Added #1 (PD),,,225952,Medication Added #1 (Peritoneal Dialysis),,,0,Dialysis,,,,metavision,,Text, +,,Solution (PD),,,225953,Solution (Peritoneal Dialysis),,,0,Dialysis,,,,metavision,,Text, +,,Dialysis Access Type,,,225954,Dialysis Access Type,,,0,Dialysis,,,,metavision,,Text, +,,Dialysis - SCUF,,,225955,Dialysis - SCUF,None,procedureevents_mv,0,Dialysis,,,,metavision,,Process, +,,Reason for Filter Change,,,225956,Reason for CRRT Filter Change,,,0,Dialysis,,,,metavision,,Text, +,,Heparin Concentration (units/mL),,,225958,Heparin Concentration (units/mL),,,0,Dialysis,,,,metavision,,Text, +,,Medication Added Amount #1 (PD),,,225959,Medication Added Amount #1 (Peritoneal Dialysis),None,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,Medication Added Units #1 (PD),,,225961,Medication Added Units #1 (Peritoneal Dialysis),,,0,Dialysis,,,,metavision,,Text, +,,PD Catheter Type,,,225963,Peritoneal Dialysis Catheter Type,,,0,Dialysis,,,,metavision,,Text, +,,PD Catheter Status,,,225965,Peritoneal Dialysis Catheter Status,,,0,Dialysis,,,,metavision,,Text, +,,Nasal Swab,,,225966,Nasal Swab,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,Rectal Swab,,,225967,Rectal Swab,None,procedureevents_mv,0,6-Cultures,,,,metavision,,Process, +,,Lipids (additive),,,225969,Lipids (additive),grams,inputevents_mv,0,Nutrition - Parenteral,,,,metavision,,Solution, +,,Beneprotein,,,225970,Beneprotein,grams,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Fentanyl (Push),,,225972,Fentanyl (Push),mcg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Meperidine (Demerol),,,225973,Meperidine (Demerol),mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Metoprolol,,,225974,Metoprolol,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Heparin Sodium (Prophylaxis),,,225975,Heparin Sodium (Prophylaxis),dose,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Replacement Fluid,,,225976,Replacement Fluid,,,0,Dialysis,,,,metavision,,Text, +,,Dialysate Fluid,,,225977,Dialysate Fluid,,,0,Dialysis,,,,metavision,,Text, +,,Slope,,,225978,Slope,,,0,Respiratory,,,,metavision,,Text, +,,IABP Size,,,225979,IABP Size,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IABP Balloon Waveform,,,225982,IABP Balloon Waveform,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IABP Trigger,,,225984,IABP Trigger,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IABP Helium Tubing,,,225985,IABP Helium Tubing,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IABP Arterial Waveform Source,,,225986,IABP Arterial Waveform Source,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IABP Power Source,,,225987,IABP Power Source,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IABP Position on leg,,,225988,IABP Position on leg,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Resource Fruit Beverage,,,225991,Resource Fruit Beverage,mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Optisource,,,225993,Optisource,ounces,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Mighty Shake (Vanilla/Strawberry),,,225994,Mighty Shake (Vanilla/Strawberry),mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Mighty Shake (Chocolate),,,225995,Mighty Shake (Chocolate),mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Mighty Shake (no sugar added),,,225996,Mighty Shake (no sugar added),mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Vanilla Scandi Shake (mixed),,,225999,Vanilla Scandi Shake (mixed),mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Chocolate Scandi Shake (mixed),,,226000,Chocolate Scandi Shake (mixed),mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Vanilla Lactose Free Scandi Shake (mixed),,,226002,Vanilla Lactose Free Scandi Shake (mixed),mL,inputevents_mv,0,Nutrition - Supplements,,,,metavision,,Solution, +,,Sterile field throughout procedure (CVL),,,226005,Sterile field maintained throughout procedure (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Number of operators (PA line),,,226007,Number of operators (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Arterial line sutured,,,226008,Arterial line sutured,,chartevents,0,Arterial Line Insertion,,,,metavision,,Checkbox, +,,Dressing applied and dated (THCEN),,,226009,Dressing applied and dated (THCEN),,chartevents,0,Thoracentesis,,,,metavision,,Checkbox, +,,Number of operators (PACEN),,,226010,Number of operators (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Number of attempts (PACEN),,,226011,Number of attempts (PACEN),None,chartevents,0,Paracentesis,,,,metavision,,Numeric, +,,Dressing applied and dated (PACEN),,,226012,Dressing applied and dated (PACEN),,chartevents,0,Paracentesis,,,,metavision,,Checkbox, +,,Dressing applied and dated (LP),,,226014,Dressing applied and dated (LP),,chartevents,0,Lumbar Puncture,,,,metavision,,Checkbox, +,,Nutren 2.0 (1/4),,,226016,Nutren 2.0 (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren 2.0 (2/3),,,226017,Nutren 2.0 (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren 2.0 (3/4),,,226018,Nutren 2.0 (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren 2.0 (1/2),,,226019,Nutren 2.0 (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Impact (1/4),,,226020,Impact (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Impact (2/3),,,226021,Impact (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Impact (3/4),,,226022,Impact (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Impact (1/2),,,226023,Impact (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Impact with Fiber (1/4),,,226024,Impact with Fiber (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Impact with Fiber (2/3),,,226025,Impact with Fiber (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Impact with Fiber (3/4),,,226026,Impact with Fiber (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Impact with Fiber (1/2),,,226027,Impact with Fiber (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren Renal (1/4),,,226028,Nutren Renal (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren Renal (2/3),,,226029,Nutren Renal (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren Renal (3/4),,,226030,Nutren Renal (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren Renal (1/2),,,226031,Nutren Renal (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Peptamen 1.5 (1/4),,,226036,Peptamen 1.5 (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Peptamen 1.5 (2/3),,,226037,Peptamen 1.5 (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Peptamen 1.5 (3/4),,,226038,Peptamen 1.5 (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Peptamen 1.5 (1/2),,,226039,Peptamen 1.5 (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,ProBalance (1/4),,,226040,ProBalance (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,ProBalance (2/3),,,226041,ProBalance (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,ProBalance (3/4),,,226042,ProBalance (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,ProBalance (1/2),,,226043,ProBalance (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Replete (1/4),,,226044,Replete (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Replete (2/3),,,226045,Replete (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Replete (3/4),,,226046,Replete (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Replete (1/2),,,226047,Replete (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Replete with Fiber (1/4),,,226048,Replete with Fiber (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Replete with Fiber (2/3),,,226049,Replete with Fiber (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Replete with Fiber (3/4),,,226050,Replete with Fiber (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Replete with Fiber (1/2),,,226051,Replete with Fiber (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Vivonex (1/4),,,226056,Vivonex (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Vivonex (2/3),,,226057,Vivonex (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Vivonex (3/4),,,226058,Vivonex (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Vivonex (1/2),,,226059,Vivonex (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,ZVancomycin (Trough),,,226064,ZVancomycin (Trough),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZVancomycin (Random),,,226065,ZVancomycin (Random),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZTobramycin (Trough),,,226066,ZTobramycin (Trough),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZTobramycin (Random),,,226067,ZTobramycin (Random),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZGentamicin (Trough),,,226068,ZGentamicin (Trough),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,ZGentamicin (Random),,,226069,ZGentamicin (Random),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Piggyback,,,226089,Piggyback,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Behavior,,,226105,Behavior,,,0,Neurological,,,,metavision,,Text, +,,ICP Catheter,,,226124,ICP Catheter,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,ICP Line Discontinued,,,226125,ICP Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,ICP Line Dressing Change,,,226126,ICP Line Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,ICP Line Dressing Type,,,226127,ICP Line Dressing Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,ICP Line Insertion Date,,,226128,ICP Line Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,ICP Line Site Appear,,,226130,ICP Line Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,ICP Line Tubing Change,,,226132,ICP Line Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,ICP Line Waveform Appear,,,226133,ICP Line Waveform Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Discharge plan,,,226144,Case Management discharge plan,,,0,Case Management,,,,metavision,,Text, +,,Required documentation,,,226152,Required documentation,,,0,Case Management,,,,metavision,,Text, +,,Sterile field throughout procedure (PICC),,,226161,Sterile field maintained throughout procedure (PICC),,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,Sterile field through procedure (PAline),,,226162,Sterile field maintained throughout procedure (PA line),,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,Sterile field maintained (A-Line),,,226164,Sterile field maintained throughout procedure (A-Line),,chartevents,0,Arterial Line Insertion,,,,metavision,,Checkbox, +,,No Complications (Intubation),,,226166,No Complications (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Oral Care,,,226168,Oral Care,,,0,Treatments,,,,metavision,,Text, +,,Timeout Performed by (Intubation),,,226188,Timeout Performed by (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Patient identified correctly by 2 means (Intubatio,,,226189,Patient identified correctly by 2 means (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Hand Cleansing prior to (Intubation),,,226190,Hand Cleansing prior to procedure (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Barrier precautions in place (Intubation),,,226191,Barrier precautions in place (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Enteral Nutriton Residuals,,,226226,Enteral Nutriton Residuals,None,chartevents,0,Nutrition - Enteral,,,,metavision,,Numeric, +,,Attending/Supervisor is Clinician Operator (CVL),,,226230,Attending/Supervisor is Clinician Operator (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Present duirng procedure/agree w/ checklist (CVL),,,226232,Present duirng key moments and agree with checklist (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Temp Pacemaker Wires Discontinued,,,226236,Temporary Pacemaker Wires Discontinued,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Open Tracheostomy,,,226237,Open Tracheostomy,None,procedureevents_mv,0,1-Intubation/Extubation,,,,metavision,,Process, +,,Number of operators (PICC),,,226239,Number of operators (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,ZOn Pressors,,,226259,ZOn Pressors,,chartevents,0,General,,,,metavision,,Checkbox, +,,Mechanically Ventilated,,,226260,Mechanically Ventilated,,chartevents,0,General,,,,metavision,,Checkbox, +,,Pre-Admission Intake,,,226361,Pre-Admission Intake,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,ZGastric/TF Residual Intake,,,226362,ZGastric/TF Residual Intake,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Cath Lab Intake,,,226363,Cath Lab Intake,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,OR Crystalloid Intake,,,226364,OR Crystalloid Intake,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,OR Colloid Intake,,,226365,OR Colloid Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,OR FFP Intake,,,226367,OR FFP Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,OR Packed RBC Intake,,,226368,OR Packed RBC Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,OR Platelet Intake,,,226369,OR Platelet Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,OR Autologous Blood Intake,,,226370,OR Autologous Blood Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,OR Cryoprecipitate Intake,,,226371,OR Cryoprecipitate Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,OR Cell Saver Intake,,,226372,OR Cell Saver Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,PACU Crystalloid Intake,,,226375,PACU Crystalloid Intake,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,PACU Colloid Intake,,,226376,PACU Colloid Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,PACU PO Intake,,,226377,PACU PO Intake,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Marital Status,,,226381,Marital Status,,,0,ADT,,,,metavision,,Text, +,,GU Irrigant - Normal Saline,,,226401,GU Irrigant - Normal Saline,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,GU Irrigant - Sterile Water,,,226402,GU Irrigant - Sterile Water,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,GU Irrigant - Amphotericin B,,,226403,GU Irrigant - Amphotericin B,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,ETT Type (Intubation),,,226429,ETT Type (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Complications (Intubation),,,226430,Complications (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Verification of (Intubation),,,226431,Verification of (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Drugs (Intubation),,,226432,Drugs (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Complications (PACEN),,,226439,Complications (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Complications (LP),,,226443,Complications (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,PO Intake,,,226452,PO Intake,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,GT Flush,,,226453,GT Flush,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Ultrafiltrate Output,,,226457,Ultrafiltrate Output,mL,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,ICP Bolt Inserted,,,226474,ICP Bolt Inserted,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Intraventricular Drain Inserted,,,226475,Intraventricular Drain Inserted,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Esophogeal Balloon,,,226476,Esophogeal Balloon,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Temporary Pacemaker Wires Inserted,,,226477,Temporary Pacemaker Wires Inserted,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Blood Clot Outdates,,,226482,Blood Clot Outdates,,datetimeevents,0,Labs,,,,metavision,,Date time, +,,Hemodialysis Output,,,226499,Hemodialysis Output,mL,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,DOB,,,226515,Date of Birth,,datetimeevents,0,ADT,,,,metavision,,Date time, +,,Discharge Date/Time,,,226516,Discharge Date/Time,,datetimeevents,0,ADT,,,,metavision,,Date time, +,,Expected Discharge Date,,,226518,Expected Discharge Date,,datetimeevents,0,ADT,,,,metavision,,Date time, +,,Barrier precautions in place (A-Line),,,226523,Barrier precautions in place (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Complications (A-Line),,,226524,Complications (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Indications (A-Line),,,226525,Indications (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Patient identified correctly (A-Line),,,226526,Patient identified correctly (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Timeout performed by (A-Line),,,226527,Timeout performed by (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Verification of (A-Line),,,226528,Verification of (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Organ Bank Notified,,,226532,Organ Bank Notified,,datetimeevents,0,General,,,,metavision,,Date time, +,,ZPotassium (whole blood),,,226535,ZPotassium (whole blood),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,Religion,,,226543,Religion,,,0,ADT,,,,metavision,,Text, +,,Language,,,226544,Language,,,0,ADT,,,,metavision,,Text, +,,Ewald,,,226572,Ewald,mL,outputevents,0,Output,,,,metavision,,Numeric, +,,Stool Estimate,,,226586,Stool Estimate,,outputevents,0,Output,,,,metavision,,Text, +,,Incontinent (estimate),,,226713,Incontinent (estimate),,outputevents,0,Output,,,,metavision,,Text, +,,Last menses,,,226719,Last menses,,datetimeevents,0,Adm History/FHPA,,,,metavision,,Date time, +,,Hospital Admit Date,,,226724,Hospital Admit Date,,datetimeevents,0,ADT,,,,metavision,,Date time, +,,O2 Delivery Device(s),,,226732,O2 Delivery Device(s),,,0,Respiratory,,,,metavision,,Text, +,,ApacheII chronic health,,,226746,ApacheII chronic health,,,0,Scores - APACHE II,,,,metavision,,Text, +,,APACHEII-Chp,,,226747,APACHEII-Chronic health points,,,0,Scores - APACHE II,,,,metavision,,Text, +,,PO2ApacheIIValue,,,226770,PO2ApacheIIValue,None,chartevents,0,Scores - APACHE II,,,,metavision,,Numeric, +,,Known difficult intubation,,,226814,Known difficult intubation,,,0,Respiratory,,,,metavision,,Text, +,,Airway problems,,,226815,Airway problems,,,0,Respiratory,,,,metavision,,Text, +,,RA (mean) pressure (PA Line),,,226849,RA (mean) pressure (PA Line),mmHg,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,RV systolic pressure(PA Line),,,226850,RV systolic pressure(PA Line),mmHg,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,RV diastolic pressure(PA Line),,,226851,RV diastolic pressure(PA Line),mmHg,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,PA systolic pressure(PA Line),,,226852,PA systolic pressure(PA Line),mmHg,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,PA diastolic pressure(PA Line),,,226853,PA diastolic pressure(PA Line),mmHg,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,PCWP (v wave) (PA Line),,,226854,PCWP (v wave) (PA Line),mmHg,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,PCWP (mean) (PA Line),,,226855,PCWP (mean) (PA Line),mmHg,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,PA mean pressure (PA Line),,,226857,PA mean pressure (PA Line),mmHg,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,CO pressure (PA Line),,,226858,CO pressure (PA Line),L/min,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,CI pressure (PA Line),,,226859,CI pressure (PA Line),L/min/m2,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,Ensure (3/4),,,226875,Ensure (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Ensure (1/2),,,226876,Ensure (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Ensure Plus (Full),,,226877,Ensure Plus (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Ensure Plus (3/4),,,226878,Ensure Plus (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Ensure Plus (1/2),,,226879,Ensure Plus (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren Pulmonary (Full),,,226880,Nutren Pulmonary (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren Pulmonary (3/4),,,226881,Nutren Pulmonary (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nutren Pulmonary (1/2),,,226882,Nutren Pulmonary (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Coefficient Hospital Mortality,,,226893,Coefficient Hospital Mortality,,,0,Scores - APACHE IV (2),,,,metavision,,Text, +,,Coefficient ICU length of stay,,,226894,Coefficient ICU length of stay,,,0,Scores - APACHE IV (2),,,,metavision,,Text, +,,Admission location,,,226979,Admission location,,,0,Scores - APACHE IV (2),,,,metavision,,Text, +,,APACHE IV diagnosis choice 1,,,226985,APACHE IV diagnosis choice 1,,,0,Scores - APACHE IV,,,,metavision,,Text, +,,APACHE IV diagnosis choice 2,,,226986,APACHE IV diagnosis choice 2,,,0,Scores - APACHE IV,,,,metavision,,Text, +,,APACHE IV diagnosis,,,226987,APACHE IV diagnosis,,,0,Scores - APACHE IV,,,,metavision,,Text, +,,APACHE IV main group non-operatives,,,226988,APACHE IV main groups non-operative,,,0,Scores - APACHE IV,,,,metavision,,Text, +,,APACHE IV main group operative,,,226989,APACHE IV main groups operative,,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Chronic health on admission,,,227003,Chronic health on admission,,,0,Scores - APACHE IV (2),,,,metavision,,Text, +,,Cardiovascular Non-Operative,,,227025,Non-Operative Cardiovascular (CARDIOVASC),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Gastrointestinal Non-Operative,,,227026,Non-Operative Gastrointestinal (GI),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Genitourinary Non-Operative,,,227027,Non-Operative Genitourinary (GENITOURIN),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Hematology Non-Operative,,,227028,Non-Operative Hematology (HEMATO),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Metabolic/Endocrine Non-Operative,,,227029,Non-Operative Metabolic/Endocrine (METAB/ENDO),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Musculoskeletal/Skin Non-Operative,,,227030,Non-Operative Musculoskeletal/Skin (MUSKELSKIN),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Neurologic Non-Operative,,,227031,Non-Operative Neurologic (NEUROLOGIC),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Respiratory Non-Operative,,,227032,Non-Operative Respiratory (RESPIRAT),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Transplant Non-Operative,,,227033,Non-Operative Transplant (TRANSPLANT),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Trauma Non-Operative,,,227034,Non-Operative Trauma (TRAUMA),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Cardiovascular Post-Operative,,,227040,Post-Operative Cardiovascular (CARDIOVASC),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Gastrointestinal Post-Operative,,,227041,Post-Operative Gastrointestinal (GI),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Genitourinary Post-Operative,,,227042,Post-Operative Genitourinary (GENITOURIN),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Hematology Post-Operative,,,227043,Post-Operative Hematology (HEMATO),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Metabolic/Endocrine Post-Operative,,,227044,Post-Operative Metabolic/Endocrine (METAB/ENDO),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Musculoskeletal/Skin Post-Operative,,,227045,Post-Operative Musculoskeletal/Skin (MUSKELSKIN),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Neurologic Post-Operative,,,227046,Post-Operative Neurologic (NEUROLOGIC),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Respiratory Post-Operative,,,227047,Post-Operative Respiratory (RESPIRAT),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Transplant Post-Operative,,,227048,Post-Operative Transplant (TRANSPLANT),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Trauma Post-Operative,,,227049,Post-Operative Trauma (TRAUMA),,,0,Scores - APACHE IV,,,,metavision,,Text, +,,Type of admission,,,227057,Type of admission,,,0,Scores - APACHE IV,,,,metavision,,Text, +,,PACU Packed RBC Intake,,,227070,PACU Packed RBC Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,PACU Platelet Intake,,,227071,PACU Platelet Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,PACU FFP Intake,,,227072,PACU FFP Intake,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Admit from,,,227088,Admit from,,,0,General,,,,metavision,,Text, +,,Discharge to,,,227089,Discharge to,,,0,General,,,,metavision,,Text, +,,Lipids 10%,,,227090,Lipids 10%,mL,inputevents_mv,0,Nutrition - Parenteral,,,,metavision,,Solution, +,,Ensure (1/4),,,227091,Ensure (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Ensure Plus (1/4),,,227092,Ensure Plus (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Catheter insertion length (PICC),,,227100,Catheter insertion length (PICC),cm,chartevents,0,PICC Line Insertion,,,,metavision,,Numeric, +,,Catheter insertion length (CVL),,,227105,Catheter insertion length (CVL),cm,chartevents,0,CVL Insertion,,,,metavision,,Numeric, +,,PCA dose units,,,227111,PCA dose units,,,0,Pain/Sedation,,,,metavision,,Text, +,,PCA 1 hour limit units,,,227113,PCA 1 hour limit units,,,0,Pain/Sedation,,,,metavision,,Text, +,,PCA bolus units,,,227115,PCA bolus units,,,0,Pain/Sedation,,,,metavision,,Text, +,,PCA total dose units,,,227117,PCA total dose units,,,0,Pain/Sedation,,,,metavision,,Text, +,,Epidural Location,,,227119,Epidural Location,,,0,Pain/Sedation,,,,metavision,,Text, +,,Motor Deficit,,,227120,Motor Deficit,,,0,Pain/Sedation,,,,metavision,,Text, +,,Pupil Response R,,,227121,Pupil Response Right,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain Landmark,,,227122,Neuro Drain Landmark,,,0,Neurological,,,,metavision,,Text, +,,Dialysis Catheter Type,,,227124,Dialysis Catheter Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Indwelling (PortaCath) Port Type,,,227125,Indwelling (PortaCath) Port Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Indwelling (PortaCath) Port #1 Date Accessed,,,227126,Indwelling (PortaCath) Port #1 Date Accessed,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Indwelling (PortaCath) Port #1,,,227127,Indwelling (PortaCath) Port #1,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Indwelling (PortaCath) Port #2,,,227128,Indwelling (PortaCath) Port #2,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Pheresis Catheter Type,,,227129,Pheresis Catheter Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Cont. Neb Med Dose,,,227131,Cont. Neb Med Dose,,,0,Respiratory,,,,metavision,,Text, +,,SV Neb Drug #2,,,227133,Small Volume Neb Drug #2,,,0,Respiratory,,,,metavision,,Text, +,,ATC Tube #,,,227134,ATC Tube #,,,0,Respiratory,,,,metavision,,Text, +,,Extubation,,,227194,Extubation,None,procedureevents_mv,0,1-Intubation/Extubation,,,,metavision,,Process, +,,Indwelling (PortaCath) Port #2 Date Accessed,,,227197,Indwelling (PortaCath) Port #2 Date Accessed,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Indwelling (PortaCath) Port #1 Date De-accessed,,,227198,Indwelling (PortaCath) Port #1 Date De-accessed,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Indwelling (PortaCath) Port #2 Date De-accessed,,,227199,Indwelling (PortaCath) Port #2 Date De-accessed,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Propofol (Intubation),,,227210,Propofol (Intubation),mg,chartevents,0,Intubation,,,,metavision,,Numeric, +,,Ketamine (Intubation),,,227211,Ketamine (Intubation),mg,chartevents,0,Intubation,,,,metavision,,Numeric, +,,Etomidate (Intubation),,,227212,Etomidate (Intubation),mg,chartevents,0,Intubation,,,,metavision,,Numeric, +,,Vecuronium (Intubation),,,227213,Vecuronium (Intubation),mg,chartevents,0,Intubation,,,,metavision,,Numeric, +,,Cis-atracurium (Intubation),,,227214,Cis-atracurium (Intubation),mg,chartevents,0,Intubation,,,,metavision,,Numeric, +,,Succynlocholine (Intubation),,,227215,Succynlocholine (Intubation),mg,chartevents,0,Intubation,,,,metavision,,Numeric, +,,ABP Alarm Source,,,227239,ABP Alarm Source,,,0,Alarms,,,,metavision,,Text, +,,NBP Alarm Source,,,227240,NBP Alarm Source,,,0,Alarms,,,,metavision,,Text, +,,PAP Alarm Source,,,227241,PAP Alarm Source,,,0,Alarms,,,,metavision,,Text, +,,Pupil Response L,,,227288,Pupil Response Left,,,0,Neurological,,,,metavision,,Text, +,,CRRT mode,,,227290,CRRT mode,,,0,Dialysis,,,,metavision,,Text, +,,History of falling (within 3 mnths)*,,,227341,History of falling (within 3 mnths),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Secondary diagnosis,,,227342,Secondary diagnosis,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Ambulatory aid,,,227343,Ambulatory aid,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,IV/Saline lock,,,227344,IV/Saline lock,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Gait/Transferring,,,227345,Gait/Transferring,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Mental status,,,227346,Mental status,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Indwelling (PortaCath) Dressing Change,,,227361,Indwelling (PortaCath) Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Peptamen VHP (Full),,,227370,Peptamen VHP (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Peptamen VHP (3/4),,,227371,Peptamen VHP (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Peptamen VHP (2/3),,,227372,Peptamen VHP (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Peptamen VHP (1/4),,,227373,Peptamen VHP (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Peptamen VHP (1/2),,,227374,Peptamen VHP (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Daily Wake Up,,,227375,Daily Wake Up,,,0,Pain/Sedation,,,,metavision,,Text, +,,Patient Location,,,227378,Patient Location,,,0,ADT,,,,metavision,,Text, +,,Volume not removed,,,227438,Volume not removed,mL,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,Incision Site #1,,,227472,Incision Site #1,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Site #2,,,227473,Incision Site #2,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Site #3,,,227474,Incision Site #3,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Site #4,,,227475,Incision Site #4,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Site #5,,,227476,Incision Site #5,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision Site #6,,,227477,Incision Site #6,,,0,Skin - Incisions,,,,metavision,,Text, +,,Print Job,,,227485,Print Job,,,0,General,,,,metavision,,Text, +,,Printer,,,227486,Printer,,,0,General,,,,metavision,,Text, +,,GU Irrigant Type,,,227487,GU Irrigant Type,,outputevents,0,Output,,,,metavision,,Text, +,,Humidification,,,227517,Humidification,,,0,Respiratory,,,,metavision,,Text, +,,Nutren 2.0 (3/4),,,227518,Nutren 2.0 (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Methadone Hydrochloride,,,227520,Methadone Hydrochloride,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,KCL (Bolus),,,227521,KCL Bolus),mL,chartevents,0,Medications,,,,metavision,,Numeric, +,,KCL (Bolus),,,227522,KCL (Bolus),mL,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Magnesium Sulfate (Bolus),,,227523,Magnesium Sulfate (Bolus),mL,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Magnesium Sulfate (OB-GYN),,,227524,Magnesium Sulfate (OB-GYN),grams,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Calcium Gluconate (CRRT),,,227525,Calcium Gluconate (CRRT),grams,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Citrate,,,227526,Citrate,mmol,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,ADA-A (500ml),,,227527,ADA-A (500ml),mL,chartevents,0,Medications,,,,metavision,,Numeric, +,,ACD-A Citrate (500ml),,,227528,ACD-A Citrate (500ml),mL,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,ACD-A Citrate (1000ml),,,227529,ACD-A Citrate (1000ml),mL,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,IVIG,,,227530,IV Immune Globulin (IVIG),mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Mannitol,,,227531,Mannitol,grams,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Plasma Pheresis,,,227532,Plasma Pheresis,mL,inputevents_mv,0,Blood Products/Colloids,,,,metavision,,Solution, +,,Sodium Bicarbonate 8.4% (Amp),,,227533,Sodium Bicarbonate 8.4% (Amp),mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Cyclosporine,,,227534,Cyclosporine,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,KCl (CRRT),,,227536,KCl (CRRT),mEq.,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,ART BP Alarm Source,,,227539,ART Blood Pressure Alarm Source,,,0,Alarms,,,,metavision,,Text, +,,SvO2 Calibrated,,,227541,SvO2 Calibrated,,datetimeevents,0,Hemodynamics,,,,metavision,,Date time, +,,ScvO2 (Presep) Calibrated,,,227542,ScvO2 (Presep) Calibrated,,datetimeevents,0,Hemodynamics,,,,metavision,,Date time, +,,ERCP,,,227550,ERCP,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Plasma Pheresis.,,,227551,Plasma Pheresis.,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Airway Location,,,227567,Airway Location,,,0,Respiratory,,,,metavision,,Text, +,,Airway Size (mm),,,227568,Airway Size (mm),,,0,Respiratory,,,,metavision,,Text, +,,SV Neb Drug/Dose #1,,,227570,Small Volume Neb Drug/Dose #1,,,0,Respiratory,,,,metavision,,Text, +,,BiPap Mode,,,227577,BiPap Mode,,,0,Respiratory,,,,metavision,,Text, +,,BiPap Mask,,,227578,BiPap Mask,,,0,Respiratory,,,,metavision,,Text, +,,Autoset/CPAP,,,227583,Autoset/CPAP,,,0,Respiratory,,,,metavision,,Text, +,,GU Catheter D/C Date,,,227584,GU Catheter D/C Date,,datetimeevents,0,GI/GU,,,,metavision,,Date time, +,,GI Guaiac,,,227585,GI Guaiac,,,0,GI/GU,,,,metavision,,Text, +,,GI #1 Tube Place Method,,,227588,GI #1 Tube Place Method,,,0,GI/GU,,,,metavision,,Text, +,,GI #2 Tube Place Method,,,227589,GI #2 Tube Place Method,,,0,GI/GU,,,,metavision,,Text, +,,GI #3 Tube Place Method,,,227590,GI #3 Tube Place Method,,,0,GI/GU,,,,metavision,,Text, +,,Neuro Drain Landmark,,,227591,Neuro Drain Landmark,,,0,Neurological,,,,metavision,,Text, +,,Site Cleanse #9,,,227594,Impaired Skin Cleanse #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Cleanse #10,,,227595,Impaired Skin Cleanse #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage #9,,,227598,Impaired Skin Drainage #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage #10,,,227599,Impaired Skin Drainage #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage Amount #9,,,227600,Impaired Skin Drainage Amount #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Drainage Amount #10,,,227601,Impaired Skin Drainage Amount #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site #9,,,227606,Impaired Skin Site #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site #10,,,227607,Impaired Skin Site #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Treatment #9,,,227608,Impaired Skin Treatment #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site Treatment #10,,,227609,Impaired Skin Treatment #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Type #9,,,227612,Impaired Skin Type #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Type #10,,,227613,Impaired Skin Type #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site/Wound Base #9,,,227616,Impaired Skin Wound Base #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Site/Wound Base #10,,,227617,Impaired Skin Wound Base #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer Stage #9,,,227618,Pressure Ulcer Stage #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer Stage #10,,,227619,Pressure Ulcer Stage #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Surrounding Tissue #9,,,227620,Surrounding Tissue #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Surrounding Tissue #10,,,227621,Surrounding Tissue #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Tunneling Present #9,,,227622,Tunneling Present #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Tunneling Present #10,,,227623,Tunneling Present #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Undermining Present #9,,,227624,Undermining Present #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Undermining Present #10,,,227625,Undermining Present #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Seizure Pads,,,227626,Seizure Pads,,,0,Treatments,,,,metavision,,Text, +,,Shivering,,,227629,Shivering,,,0,Treatments,,,,metavision,,Text, +,,Arctic Sun Temp #1 Location,,,227630,Arctic Sun Temp #1 Location,,,0,Routine Vital Signs,,,,metavision,,Text, +,,Arctic Sun Temp #2 Location,,,227631,Arctic Sun Temp #2 Location,,,0,Routine Vital Signs,,,,metavision,,Text, +,,Knee Location - CPM,,,227636,Knee Location - CPM,,,0,Treatments,,,,metavision,,Text, +,,Medication Added #2 (PD),,,227638,Medication Added #2 (Peritoneal Dialysis),,,0,Dialysis,,,,metavision,,Text, +,,Medication Added Amount #2 (PD),,,227639,Medication Added Amount #2 (Peritoneal Dialysis),None,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,Medication Added Units #2 (PD),,,227640,Medication Added Units #2 (Peritoneal Dialysis),,,0,Dialysis,,,,metavision,,Text, +,,Breast Feeding,,,227642,Breast Feeding,,,0,OB-GYN,,,,metavision,,Text, +,,Breast Feeding - L,,,227643,Breast Feeding - L,,,0,OB-GYN,,,,metavision,,Text, +,,Breast Feeding - R,,,227644,Breast Feeding - R,,,0,OB-GYN,,,,metavision,,Text, +,,Clots,,,227648,Clots,,,0,OB-GYN,,,,metavision,,Text, +,,Fundus Character,,,227649,Fundus Character,,,0,OB-GYN,,,,metavision,,Text, +,,Fundus Location (Breadth),,,227650,Fundus Location (Breadth),,,0,OB-GYN,,,,metavision,,Text, +,,Lochia Character,,,227651,Lochia Character,,,0,OB-GYN,,,,metavision,,Text, +,,Lochia Estimate,,,227652,Lochia Estimate,,,0,OB-GYN,,,,metavision,,Text, +,,Pad Change/Hour,,,227653,Pad Change/Hour,,,0,OB-GYN,,,,metavision,,Text, +,,Reflexes LE,,,227654,Reflexes LE,,,0,OB-GYN,,,,metavision,,Text, +,,Reflexes UE,,,227655,Reflexes UE,,,0,OB-GYN,,,,metavision,,Text, +,,Patient/Family Informed_V2,,,227662,Patient/Family Informed_V2,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Immobilizer,,,227663,Immobilizer,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Immobilizer Device,,,227664,Immobilizer Device,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Immobilizer Evaluated,,,227665,Immobilizer Evaluated,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Immobilizer Location,,,227666,Immobilizer Location,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Reason for Immobilizer,,,227667,Reason for Immobilizer,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Side Rails_V2,,,227668,Side Rails_V2,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Side Rails (Restraint),,,227669,Side Rails (Restraint),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Violent Restraints,,,227670,Violent Restraints,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Non-Violent Restraints,,,227671,Non-Violent Restraints,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Violent Restraints Ordered,,,227672,Violent Restraints Ordered,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Non-Violent Restraints Ordered,,,227673,Non-Violent Restraints Ordered,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Face to Face Eval (Non-Violent),,,227674,Face to Face Eval (Non-Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Face to Face Eval (Violent),,,227675,Face to Face Eval (Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Reason for Restraints (Non-Violent),,,227676,Reason for Restraints (Non-Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Reason for Restraint/Seclusion (Violent),,,227677,Reason for Restraint/Seclusion (Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint Device (Non-Violent),,,227678,Restraint Device (Non-Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint Device (Violent),,,227679,Restraint Device (Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint Location_V2,,,227680,Restraint Location_V2,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Less Restrictive Measures,,,227681,Less Restrictive Measures_V1,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraints Evaluated_V2_,,,227682,Restraints Evaluated_V2,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint/Seclusion Observer Sheet,,,227683,Restraint/Seclusion Observer Sheet,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Safety Measures,,,227684,Safety Measures,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Tobacco Use History,,,227687,Tobacco Use History,,,0,Adm History/FHPA,,,,metavision,,Text, +,,Dilantin,,,227689,Dilantin,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Fosphenytoin,,,227690,Fosphenytoin,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Keflex,,,227691,Keflex,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Isuprel,,,227692,Isuprel,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Omeprazole (Prilosec),,,227694,Omeprazole (Prilosec),dose,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Fibersource HN (Full),,,227695,Fibersource HN (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Fibersource HN (3/4),,,227696,Fibersource HN (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Fibersource HN (2/3),,,227697,Fibersource HN (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Fibersource HN (1/2),,,227698,Fibersource HN (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Fibersource HN (1/4),,,227699,Fibersource HN (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Safety Measures,,,227700,Safety Measures,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Drain Removed,,,227711,Drain Removed,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Chest Tube Removed,,,227712,Chest Tube Removed,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Epidural Placement,,,227713,Epidural Placement,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,Pericardial Drain Removed,,,227714,Pericardial Drain Removed,None,procedureevents_mv,0,4-Procedures,,,,metavision,,Process, +,,TLS Clearance,,,227715,TLS Clearance,None,procedureevents_mv,0,3-Significant Events,,,,metavision,,Process, +,,AVA Line,,,227719,AVA Line,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,AVA Cap Change,,,227720,AVA Cap Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,AVA Change over Wire Date,,,227721,AVA Change over Wire Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,AVA Dressing Change,,,227722,AVA Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,AVA Insertion Date,,,227724,AVA Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,AVA Line Discontinued,,,227725,AVA Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,AVA Line Site Appear,,,227728,AVA Line Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,AVA Tubing Change,,,227729,AVA Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,AVA Waveform Appearance,,,227730,AVA Waveform Appearance,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,AVA Line Placement Confirmed by X-ray,,,227732,AVA Line Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,CCO PAC Placement Confirmed by X-ray,,,227751,CCO PAC Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Cordis/Introducer Placement Confirmed by X-ray,,,227752,Cordis/Introducer Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Dialysis Catheter Placement Confirmed by X-ray,,,227753,Dialysis Catheter Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IABP Placement Confirmed by X-ray,,,227754,IABP Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Midline Placement Confirmed by X-ray,,,227755,Midline Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Multi Lumen Placement Confirmed by X-ray,,,227756,Multi Lumen Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,PA Catheter Placement Confirmed by X-ray,,,227757,PA Catheter Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Pheresis Catheter Placement Confirmed by X-ray,,,227758,Pheresis Catheter Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,PICC Line Placement Confirmed by X-ray,,,227759,PICC Line Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Presep Catheter Placement Confirmed by X-ray,,,227760,Presep Catheter Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Sheath Placement Confirmed by X-ray,,,227761,Sheath Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Trauma Line Placement Confirmed by X-ray,,,227762,Trauma Line Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Triple Introducer Placement Confirmed by X-ray,,,227763,Triple Introducer Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tunneled (Hickman) Placement Confirmed by X-ray,,,227764,Tunneled (Hickman) Placement Confirmed by X-ray,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Traction/Immobile #1,,,227771,Traction/Immobile #1,,,0,Treatments,,,,metavision,,Text, +,,Traction/Immobile #2,,,227772,Traction/Immobile #2,,,0,Treatments,,,,metavision,,Text, +,,Traction/Immobile #3,,,227773,Traction/Immobile #3,,,0,Treatments,,,,metavision,,Text, +,,Traction/Immobile #4,,,227774,Traction/Immobile #4,,,0,Treatments,,,,metavision,,Text, +,,Skeletal Traction #3 - Pounds,,,227777,Skeletal Traction #3 - Pounds,lbs,chartevents,0,Treatments,,,,metavision,,Numeric, +,,Skeletal Traction #4 - Pounds,,,227778,Skeletal Traction #4 - Pounds,lbs,chartevents,0,Treatments,,,,metavision,,Numeric, +,,Impaired Skin - Dressing Status #1,,,227780,Impaired Skin - Dressing Status #1,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin - Dressing Status #2,,,227781,Impaired Skin - Dressing Status #2,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin - Dressing Status #3,,,227782,Impaired Skin - Dressing Status #3,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin - Dressing Status #4,,,227783,Impaired Skin - Dressing Status #4,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin - Dressing Status #5,,,227784,Impaired Skin - Dressing Status #5,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin - Dressing Status #6,,,227785,Impaired Skin - Dressing Status #6,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin - Dressing Status #7,,,227786,Impaired Skin - Dressing Status #7,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin - Dressing Status #8,,,227787,Impaired Skin - Dressing Status #8,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin - Dressing Status #9,,,227788,Impaired Skin - Dressing Status #9,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin - Dressing Status #10,,,227789,Impaired Skin - Dressing Status #10,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin - Dressing Change #1,,,227790,Impaired Skin - Dressing Change #1,,datetimeevents,0,Skin - Impairment,,,,metavision,,Date time, +,,Impaired Skin - Dressing Change #2,,,227791,Impaired Skin - Dressing Change #2,,datetimeevents,0,Skin - Impairment,,,,metavision,,Date time, +,,Impaired Skin - Dressing Change #3,,,227792,Impaired Skin - Dressing Change #3,,datetimeevents,0,Skin - Impairment,,,,metavision,,Date time, +,,Impaired Skin - Dressing Change #4,,,227793,Impaired Skin - Dressing Change #4,,datetimeevents,0,Skin - Impairment,,,,metavision,,Date time, +,,Impaired Skin - Dressing Change #5,,,227794,Impaired Skin - Dressing Change #5,,datetimeevents,0,Skin - Impairment,,,,metavision,,Date time, +,,Impaired Skin - Dressing Change #6,,,227795,Impaired Skin - Dressing Change #6,,datetimeevents,0,Skin - Impairment,,,,metavision,,Date time, +,,Impaired Skin - Dressing Change #7,,,227796,Impaired Skin - Dressing Change #7,,datetimeevents,0,Skin - Impairment,,,,metavision,,Date time, +,,Impaired Skin - Dressing Change #8,,,227797,Impaired Skin - Dressing Change #8,,datetimeevents,0,Skin - Impairment,,,,metavision,,Date time, +,,Impaired Skin - Dressing Change #9,,,227798,Impaired Skin - Dressing Change #9,,datetimeevents,0,Skin - Impairment,,,,metavision,,Date time, +,,Impaired Skin - Dressing Change #10,,,227800,Impaired Skin - Dressing Change #10,,datetimeevents,0,Skin - Impairment,,,,metavision,,Date time, +,,SvO2 SQI,,,227805,SvO2 SQI,,,0,Hemodynamics,,,,metavision,,Text, +,,ScvO2 (Presep) SQI,,,227806,ScvO2 (Presep) SQI,,,0,Hemodynamics,,,,metavision,,Text, +,,Heliox,,,227808,Heliox,,,0,Respiratory,,,,metavision,,Text, +,,Site Appearance,,,227815,Site Appearance - Adjunctive Pain Management,,,0,Pain/Sedation,,,,metavision,,Text, +,,Referral Date,,,227817,Referral Date,,datetimeevents,0,OT Notes,,,,metavision,,Date time, +,,Self Feeding,,,227830,Self Feeding,,,0,OT Notes,,,,metavision,,Text, +,,Grooming,,,227831,Grooming,,,0,OT Notes,,,,metavision,,Text, +,,UE Bathing,,,227832,UE Bathing,,,0,OT Notes,,,,metavision,,Text, +,,LE Bathing,,,227834,LE Bathing,,,0,OT Notes,,,,metavision,,Text, +,,UE Dressing,,,227835,UE Dressing,,,0,OT Notes,,,,metavision,,Text, +,,LE Dressing,,,227836,LE Dressing,,,0,OT Notes,,,,metavision,,Text, +,,Toileting,,,227837,Toileting,,,0,OT Notes,,,,metavision,,Text, +,,Home Management,,,227839,Home Management,,,0,OT Notes,,,,metavision,,Text, +,,Money Management,,,227840,Money Management,,,0,OT Notes,,,,metavision,,Text, +,,Community Integration,,,227841,Community Integration,,,0,OT Notes,,,,metavision,,Text, +,,Rolling,,,227845,Rolling,,,0,OT Notes,,,,metavision,,Text, +,,Supine / Side-lying to Sit,,,227846,Supine / Side-lying to Sit,,,0,OT Notes,,,,metavision,,Text, +,,Sit to Stand,,,227847,Sit to Stand,,,0,OT Notes,,,,metavision,,Text, +,,Transfer,,,227848,Transfer,,,0,OT Notes,,,,metavision,,Text, +,,Toilet,,,227849,Toilet,,,0,OT Notes,,,,metavision,,Text, +,,Commode,,,227850,Commode,,,0,OT Notes,,,,metavision,,Text, +,,Shower / Tub,,,227851,Shower / Tub,,,0,OT Notes,,,,metavision,,Text, +,,Other (Activity); Specify,,,227853,Other (Activity); Specify,,,0,OT Notes,,,,metavision,,Text, +,,Weight Bearing Status,,,227854,Weight Bearing Status,,,0,OT Notes,,,,metavision,,Text, +,,Assistive Device,,,227855,Assistive Device,,,0,OT Notes,,,,metavision,,Text, +,,Pain (0-10),,,227881,Pain (0-10),,,0,OT Notes,,,,metavision,,Text, +,,Date - Student,,,227907,Date - Student,,datetimeevents,0,OT Notes,,,,metavision,,Date time, +,,Date - Therapist,,,227911,Date - Therapist,,datetimeevents,0,OT Notes,,,,metavision,,Date time, +,,Position - Rest - Aerobic Activity Response,,,227915,Position - Rest - Aerobic Activity Response,,,0,OT Notes,,,,metavision,,Text, +,,Position - Activity - Aerobic Activity Response,,,227922,Position - Activity - Aerobic Activity Response,,,0,OT Notes,,,,metavision,,Text, +,,Position - Recovery - Aerobic Activity Response,,,227929,Position - Recovery - Aerobic Activity Response,,,0,OT Notes,,,,metavision,,Text, +,,Anticipated Discharge,,,227943,Anticipated Discharge,,,0,OT Notes,,,,metavision,,Text, +,,Side Rails,,,227944,Side Rails,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint (Non-violent),,,227945,Restraint (Non-violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint Ordered (Non-violent),,,227946,Restraint Ordered (Non-violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Reason for Restraint (Non-violent),,,227947,Reason for Restraint (Non-violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint Device (Non-violent),,,227948,Restraint Device (Non-violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Face to Face Eval (Non-violent),,,227949,Face to Face Eval (Non-violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint Location,,,227950,Restraint Location,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Position Change,,,227952,Position Change,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Range of Motion,,,227953,Range of Motion,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Status and Comfort,,,227954,Status and Comfort,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Food and Fluid,,,227955,Food and Fluid,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Urinal/Bedpan,,,227956,Urinal/Bedpan,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Signs of Injury from Intervention,,,227957,Signs of Injury from Intervention,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Less Restrictive Measures,,,227958,Less Restrictive Measures,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraints Evaluated,,,227959,Restraints Evaluated,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Patient/Family Informed,,,227960,Patient/Family Informed,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Side Rails,,,227961,Side Rails,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraints (Violent),,,227962,Restraints (Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraints Ordered (Violent),,,227963,Restraints Ordered (Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Reason for Restraint (Violent),,,227964,Reason for Restraint (Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint Device (Violent),,,227965,Restraint Device (Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Face to Face Eval (Violent),,,227966,Face to Face Eval (Violent),,,0,Restraint/Support Systems,,,,metavision,,Text, +,,Restraint/Seclusion Observer Sheet,,,227967,Restraint/Seclusion Observer Sheet,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,All Medications Tolerated,,,227968,All Medications Tolerated without Adverse Side Effects,,,0,GI/GU,,,,metavision,,Text, +,,Safety Measures_U_1,,,227969,Safety Measures_U_1,,,0,Restraint/Support Systems,,,,metavision,,Text, +,,NovaSource Renal (1/4),,,227972,NovaSource Renal (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,NovaSource Renal (1/2),,,227973,NovaSource Renal (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,NovaSource Renal (3/4),,,227974,NovaSource Renal (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,NovaSource Renal (Full),,,227975,NovaSource Renal (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,IABP Setting,,,227980,Intra Aortic Balloon Pump Setting,,,0,IABP,,,,metavision,,Text, +,,Neuro Drain #2 Type,,,227981,Neuro Drain #2 Type,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain #2 Status,,,227982,Neuro Drain #2 Status,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain #2 Drainage,,,227983,Neuro Drain #2 Drainage,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain #2 Level,,,227984,Neuro Drain #2 Level,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain #1 Landmark,,,227985,Neuro Drain #1 Landmark,,,0,Neurological,,,,metavision,,Text, +,,Neuro Drain #2 Landmark,,,227986,Neuro Drain #2 Landmark,,,0,Neurological,,,,metavision,,Text, +,,Pronator drift present,,,227988,Pronator drift present,,,0,Neurological,,,,metavision,,Text, +,,Tamiflu,,,228003,Tamiflu,dose,inputevents_mv,0,Antibiotics,,,,metavision,,Solution, +,,Citrate (ACD-A),,,228004,Citrate (ACD-A),ml/hr,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,PBP (Prefilter) Replacement Rate,,,228005,PBP (Prefilter) Replacement Rate,ml/hr,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,Post Filter Replacement Rate,,,228006,Post Filter Replacement Rate,ml/hr,chartevents,0,Dialysis,,,,metavision,,Numeric, +,,14 G Phlebitis Scale,,,228007,14 G Phlebitis Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,14 G Infiltration Scale,,,228008,14 G Infiltration Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,16 G Phlebitis Scale,,,228009,16 G Phlebitis Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,16 G Infiltration Scale,,,228010,16 G Infiltration Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,18 G Phlebitis Scale,,,228011,18 G Phlebitis Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,18 G Infiltration Scale,,,228012,18 G Infiltration Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,20 G Phlebitis Scale,,,228013,20 G Phlebitis Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,20 G Infiltration Scale,,,228014,20 G Infiltration Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,22 G Phlebitis Scale,,,228015,22 G Phlebitis Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,22 G Infiltration Scale,,,228016,22 G Infiltration Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,RIC Phlebitis Scale,,,228017,RIC Phlebitis Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,RIC Infiltration Scale,,,228018,RIC Infiltration Scale,,,0,Access Lines - Peripheral,,,,metavision,,Text, +,,Insertion kit used (A-Line),,,228019,Insertion kit used (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Hand cleansing prior to procedure (A-Line),,,228020,Hand cleansing prior to procedure (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Site cleaned with ChloraPrep(TM) (A-Line),,,228021,Site cleaned with ChloraPrep(TM) (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Replaced previous Arterial line over wire,,,228022,Replaced previous Arterial line over wire,,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Arterial line sutured,,,228023,Arterial line sutured,,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Sterile field maintained (A-Line),,,228024,Sterile field maintained throughout procedure (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Transparent dressing applied and dated (A-Line)New,,,228025,Transparent dressing applied and dated (A-Line)_New,,,0,Arterial Line Insertion,,,,metavision,,Text, +,,Arterial Line ordered on POE,,,228026,Arterial Line ordered on POE,,,0,Arterial Line Insertion,,,,metavision,,Text, +,,The Attending/Supervisor (A-Line),,,228027,The Attending /Supervisor is the Clinician Operator (Aline),,chartevents,0,Arterial Line Insertion,,,,metavision,,Checkbox, +,,I was present during the procedure (A-Line),,,228028,I was present during the above procedure and agree with the chacklist (A-Line),,chartevents,0,Arterial Line Insertion,,,,metavision,,Checkbox, +,,Is alternative vascular access present (CVL),,,228030,Is alternative vascular access present (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Insertion kit used (CVL),,,228031,Insertion kit used (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Hand cleansing prior to procedure (CVL),,,228032,Hand cleansing prior to procedure (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Site cleaned with ChloraPrep(TM) (CVL),,,228033,Site cleaned with ChloraPrep(TM) (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Sterile field throughout procedure (CVL),,,228034,Sterile field maintained throughout procedure (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Transparent dressing applied and dated (CVL),,,228035,Transparent dressing applied and dated (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Central Line ordered on POE,,,228036,Central Line ordered on POE,,,0,CVL Insertion,,,,metavision,,Text, +,,Follow-up chest X-RAY ordered (CVL),,,228037,Follow-up chest X-RAY ordered (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,Immediate complications (CVL),,,228038,Immediate complications (CVL),,,0,CVL Insertion,,,,metavision,,Text, +,,The Attending/Supervisor is the Operator (CVL),,,228039,The Attending/Supervisor is the Clinician Operator (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,I was present during the above procedure (CVL),,,228040,I was present during the above procedure and agree with the checklist (CVL),,chartevents,0,CVL Insertion,,,,metavision,,Checkbox, +,,Insertion kit used (PICC Line),,,228041,Insertion kit used (PICC Line),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Hand Cleansing Prior to Procedure (PICC),,,228042,Hand Cleansing Prior to Procedure (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Site cleaned with ChloraPrep(TM) (PICC),,,228043,Site cleaned with ChloraPrep(TM) (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Sterile field throughout procedure (PICC),,,228044,Sterile field maintained throughout procedure (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Transparent dressing applied and dated (PICC),,,228045,Transparent dressing applied and dated (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,PICC Ordered on POE,,,228046,PICC Ordered on POE,,,0,PICC Line Insertion,,,,metavision,,Text, +,,Follow-up X-RAY Ordered (PICC),,,228047,Follow-up X-RAY Ordered (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Immediate complications (PICC),,,228048,Immediate complications (PICC),,,0,PICC Line Insertion,,,,metavision,,Text, +,,Attending/Supervisor is Clinical Operator (PICC)_N,,,228049,Attending/Supervisor is the Clinical Operator (PICC)_New,,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,I was present during the procedure (PICC),,,228050,I was present during the above procedure and agree with the checklist (PICC),,chartevents,0,PICC Line Insertion,,,,metavision,,Checkbox, +,,Hand cleansing prior to procedure (Bronch),,,228051,Hand cleansing prior to procedure (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Topical Lidocaine used (Bronch),,,228052,Topical Lidocaine used (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Topical Cetacaine used (Bronch),,,228053,Topical Cetacaine used (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Bronchoalveolar lavage (BAL) / wash (Bronch),,,228055,Bronchoalveolar lavage (BAL) / washing (Bronch,,,0,Bronchoscopy,,,,metavision,,Text, +,,Endobronchial ultrasound (EBUS) (Bronch),,,228056,Endobronchial ultrasound (EBUS) (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Brushings (Bronch),,,228057,Brushings (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Transbronchial biopsy (Bronch),,,228058,Transbronchial biopsy (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Transbronchial needle aspirate (Bronch),,,228059,Transbronchial needle aspirate (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Conscious sedation used (Bronch),,,228060,Conscious sedation used (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Photodynamic therapy PDT (Bronch),,,228061,Photodynamic therapy PDT (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Autofluorescence AF (Bronch),,,228062,Autofluorescence AF (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,The Attending/Supervisor (Bronch),,,228063,The Attending/Supervisor is the Clinician Operator (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,I was present during the above procedure (Bronch),,,228064,I was present during the above procedure and agree with the checklist (Bronch),,chartevents,0,Bronchoscopy,,,,metavision,,Checkbox, +,,Hand Cleansing prior to procedure (Intubation),,,228065,Hand Cleansing prior to procedure (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Unable to complete Assessment (Intubation),,,228066,Unable to complete Airway Assessment (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Stylette (Intubation),,,228067,Stylette (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Bougie (Intubation),,,228068,Bougie (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Tube Secured (Intubation),,,228069,Tube Secured (Intubation),,,0,Intubation,,,,metavision,,Text, +,,The Attending/Supervisor (Intubation),,,228070,The Attending/Supervisor is the Clinical Operator (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,I was present during the procedure (Intubation),,,228071,I was present during the above procedure and agree with the checklist (Intubation),,chartevents,0,Intubation,,,,metavision,,Checkbox, +,,Hand cleansing prior to procedure (LP),,,228072,Hand cleansing prior to procedure (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Site cleansed with Providone Iodine (LP),,,228073,Site cleansed with Providone Iodine (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Number of attempts to perform (LP),,,228074,Number of attempts to perform (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Number of operators (LP),,,228075,Number of operators (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Dressing applied and dated (LP),,,228077,Dressing applied and dated (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,The Attending/Supervisor (LP),,,228078,The Attending/Supervisor is the Clinician Operator (LP),,chartevents,0,Lumbar Puncture,,,,metavision,,Checkbox, +,,I was present during the above procedure (LP),,,228079,I was present during the above procedure and agree with the checklist (LP),,chartevents,0,Lumbar Puncture,,,,metavision,,Checkbox, +,,Insertion kit used (PACEN),,,228080,Insertion kit used (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Hand cleansing prior to procedure (PACEN),,,228081,Hand cleansing prior to procedure (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Site cleaned with ChloraPrep (PACEN),,,228082,Site cleaned with ChloraPrep (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Dressing applied and dated (PACEN),,,228084,Dressing applied and dated (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,The Attending/Supervisor (PACEN),,,228085,The Attending/Supervisor is the Clinical Operator (PACEN),,chartevents,0,Paracentesis,,,,metavision,,Checkbox, +,,I was present during the above procedure (PACEN),,,228086,I was present during the above procedure and agree with the checklist (PACEN),,chartevents,0,Paracentesis,,,,metavision,,Checkbox, +,,Insertion kit used (THCEN),,,228087,Insertion kit used (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Hand cleansing prior to procedure (THCEN),,,228088,Hand cleansing prior to procedure (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Site cleansed with ChloraPrep (THCEN),,,228089,Site cleansed with ChloraPrep (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Number of attempts (THCEN),,,228090,Number of attempts (THCEN),None,chartevents,0,Thoracentesis,,,,metavision,,Numeric, +,,Number of operators (THCEN),,,228091,Number of operators (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Dressing applied and dated (THCEN),,,228092,Dressing applied and dated (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Follow-up X-RAY Ordered (THCEN),,,228093,Follow-up X-RAY Ordered (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,The Attending/Supervisor (THCEN),,,228094,The Attending/Supervisor is the Clinician Operator (THCEN),,chartevents,0,Thoracentesis,,,,metavision,,Checkbox, +,,I was present during the above procedure (THCEN),,,228095,I was present during the above procedure and agree with the checklist (THCEN),,chartevents,0,Thoracentesis,,,,metavision,,Checkbox, +,,Enema administration,,,228102,Enema administration,,,0,Treatments,,,,metavision,,Text, +,,Stool containment device placed,,,228103,Stool containment device placed,,outputevents,0,Output,,,,metavision,,Date time, +,,NonOperative Diagnoses,,,228106,NonOperative Diagnoses,,,0,ApacheII Parameters,,,,metavision,,Text, +,,Elective Postoperative Diagnoses,,,228107,Elective Postoperative Diagnoses,,,0,ApacheII Parameters,,,,metavision,,Text, +,,Emergency Postoperative Diagnoses,,,228108,Emergency Postoperative Diagnoses,,,0,ApacheII Parameters,,,,metavision,,Text, +,,APACHE IV diagnoses,,,228109,APACHE IV diagnoses,,,0,ApacheIV Parameters,,,,metavision,,Text, +,,APACHE IV diagnoses-2,,,228110,APACHE IV diagnoses-2,,,0,ApacheIV Parameters,,,,metavision,,Text, +,,Readmission,,,228111,Readmission,,chartevents,0,Scores - APACHE IV (2),,,,metavision,,Checkbox, +,,Insertion kit used (PA line),,,228113,Insertion kit used (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Hand cleansing prior to procedure (PA Line),,,228114,Hand cleansing prior to procedure (PA Line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Site cleansed with ChloraPrep(TM) (PA line),,,228115,Site cleansed with ChloraPrep(TM) (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Sterile field throughout procedure (PALine),,,228116,Sterile field maintained throughout procedure (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Thermodilution (PA line),,,228117,Thermodilution (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Fick (PA line),,,228118,Fick (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,Depth at which wedge obtained (PA Line),,,228119,Depth at which wedge obtained (PA Line),cm,chartevents,0,PA Line Insertion,,,,metavision,,Numeric, +,,Transparent dressing (PA line),,,228120,Transparent dressing applied and dated (PA line),,,0,PA Line Insertion,,,,metavision,,Text, +,,PA line ordered on POE,,,228121,PA line ordered on POE,,,0,PA Line Insertion,,,,metavision,,Text, +,,Follow-up X-RAYordered (PA Line),,,228122,Follow-up X-RAYordered (PA Line),,,0,PA Line Insertion,,,,metavision,,Text, +,,The Attending/Supervisor (PA Line),,,228123,The Attending/Supervisor is the Clinical Operator (PA Line),,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,I was present for procedure (PA Line),,,228124,I was present during the above procedure and agree with the checklist (PA Line),,chartevents,0,PA Line Insertion,,,,metavision,,Checkbox, +,,Family meeting held,,,228125,Family meeting held,None,procedureevents_mv,0,7-Communication,,,,metavision,,Process, +,,Family met with Case Manager,,,228126,Family met with Case Manager,None,procedureevents_mv,0,7-Communication,,,,metavision,,Process, +,,Family met with Social Worker,,,228127,Family met with Social Worker,None,procedureevents_mv,0,7-Communication,,,,metavision,,Process, +,,Family updated by MD,,,228128,Family updated by MD,None,procedureevents_mv,0,7-Communication,,,,metavision,,Process, +,,Family updated by RN,,,228129,Family updated by RN,None,procedureevents_mv,0,7-Communication,,,,metavision,,Process, +,,NEOB notified,,,228130,NEOB notified,None,procedureevents_mv,0,7-Communication,,,,metavision,,Process, +,,Isosource 1.5 (1/2),,,228131,Isosource 1.5 (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Isosource 1.5 (1/4),,,228132,Isosource 1.5 (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Isosource 1.5 (2/3),,,228133,Isosource 1.5 (2/3),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Isosource 1.5 (3/4),,,228134,Isosource 1.5 (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Isosource 1.5 (Full),,,228135,Isosource 1.5 (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Family notified of transfer,,,228136,Family notified of transfer,None,procedureevents_mv,0,7-Communication,,,,metavision,,Process, +,,Dextrose 20%,,,228140,Dextrose 20%,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Dextrose 30%,,,228141,Dextrose 30%,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,Dextrose 40%,,,228142,Dextrose 40%,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,ABI Ankle BP R (Impella),,,228148,ABI Ankle BP R (Impella),mmHg,chartevents,0,Impella,,,,metavision,,Numeric, +,,ABI Brachial BP L (Impella),,,228149,ABI Brachial BP L (Impella),mmHg,chartevents,0,Impella,,,,metavision,,Numeric, +,,Dual Signal Screen,,,228153,Dual Signal Screen,,,0,Impella,,,,metavision,,Text, +,,Performance Level,,,228156,Performance Level,,,0,Impella,,,,metavision,,Text, +,,Placement Monitoring Screen,,,228157,Placement Monitoring Screen,,,0,Impella,,,,metavision,,Text, +,,Impella Aortic Pressure Tubing Change,,,228160,Impella Aortic Pressure Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Impella Catheter Site,,,228164,Impella Catheter Site,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Impella Daily Tubing Change,,,228165,Impella Daily Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Impella Dressing Change,,,228166,Impella Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Impella Insertion Date,,,228168,Impella Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Impella Line,,,228169,Impella Line,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Impella Line Discontinued,,,228170,Impella Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Impella Placement Confirmed,,,228171,Impella Placement Confirmed,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Impella Position Confirmed,,,228172,Impella Postion Confirmed,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Impella Position,,,228173,Impella Position,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Impella Line Site Appear,,,228174,Impella Line Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,SVRI (PiCCO)_OLD_1,,,228183,SVRI (PiCCO)_OLD_1,dynes.sec.cm-5/m2,chartevents,0,PiCCO,,,,metavision,,Numeric, +,,Peripheral Pulses (Tandem Heart),,,228194,Peripheral Pulses (Tandem Heart),,,0,Tandem Heart,,,,metavision,,Text, +,,Type (Tandem Heart),,,228199,Type (Tandem Heart),,,0,Tandem Heart,,,,metavision,,Text, +,,Tandem Heart Access Line,,,228201,Tandem Heart Access Line,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Tandem Heart Return Line,,,228202,Tandem Heart Return Line,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,Tandem Heart Access Line Cannula Site,,,228203,Tandem Heart Access Line Cannula Site,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tandem Heart Access Line Discontinued,,,228206,Tandem Heart Access Line Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tandem Heart Access Line Dressing Change,,,228207,Tandem Heart Access Line Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Tandem Heart Access Line Insertion Date,,,228209,Tandem Heart Access Line Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Tandem Heart Access Line Position,,,228210,Tandem Heart Access Line Position,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tandem Heart Access Line Position Confirmed,,,228211,Tandem Heart Access Line Postion Confirmed,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tandem Heart Access Line Site Appear,,,228214,Tandem Heart Access Line Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tandem Heart Access Line Tubing Change,,,228215,Tandem Heart Access Line Tubing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Tandem Heart Access Line Type,,,228216,Tandem Heart Access Line Type,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tandem Heart Return Cannula Discontinued,,,228217,Tandem Heart Return Cannula Discontinued,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tandem Heart Return Cannula Dressing Change,,,228218,Tandem Heart Return Cannula Dressing Change,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Tandem Heart Return Cannula Insertion Date,,,228221,Tandem Heart Return Cannula Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,Tandem Heart Return Cannula Position,,,228223,Tandem Heart Return Cannula Position,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tandem Heart Return Cannula Site,,,228225,Tandem Heart Return Cannula Site,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tandem Heart Return Cannula Site Appear,,,228226,Tandem Heart Return Cannula Site Appear,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,Tandem Heart Return Cannula Size,,,228227,Tandem Heart Return Cannula Size,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,"Family meeting attempted, unable",,,228228,"Family meeting attempted, unable",None,procedureevents_mv,0,7-Communication,,,,metavision,,Process, +,,PAR-Activity,,,228229,PAR-Activity,,,0,Routine Vital Signs,,,,metavision,,Text, +,,PAR-Circulation,,,228230,PAR-Circulation,,,0,Routine Vital Signs,,,,metavision,,Text, +,,PAR-Consciousness,,,228231,PAR-Consciousness,,,0,Routine Vital Signs,,,,metavision,,Text, +,,PAR-Respiration,,,228234,PAR-Respiration,,,0,Routine Vital Signs,,,,metavision,,Text, +,,Phenytoin (Free) (SOFT),,,228239,Phenytoin (Free) (SOFT),None,chartevents,0,Labs,,,,metavision,,Numeric, +,,D-Dimer (SOFT),,,228240,D-Dimer (SOFT),None,chartevents,0,Labs,,,,metavision,,Numeric with tag, +,,Ammonia (Soft)_OLD_1,,,228241,Ammonia (Soft)_OLD_1,None,chartevents,0,Labs,,,,metavision,,Numeric, +,,FM Pt Preferences,,,228260,FM Pt Preferences,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM CM Consult,,,228261,FM CM Consult,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Concerns elicited,,,228263,FM Concerns elicited,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Condition Rev,,,228264,FM Condition Rev,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Prehuddle,,,228265,FM Prehuddle,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Date/Time,,,228266,FM Date/Time,,datetimeevents,0,Family Mtg Note,,,,metavision,,Date time, +,,FM Discord noted,,,228267,FM Discord noted,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Dx reviewed,,,228268,FM Dx reviewed,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM ICU-Hosp duration,,,228270,FM ICU-Hosp duration,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Intepreter present,,,228271,FM Intepreter present,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Location,,,228272,FM Location,,,0,Family Mtg Note,,,,metavision,,Text, +,,FM Measures,,,228273,FM Measures,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Prognosis reviewed,,,228276,FM Prognosis reviewed,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Pt present,,,228277,FM Pt present,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Spirit/cultural,,,228279,FM Spirit/cultural,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM SW consult,,,228282,FM SW consult,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Sx controlled,,,228283,FM Sx controlled,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,FM Time spent,,,228284,FM Time spent,min,chartevents,0,Family Mtg Note,,,,metavision,,Numeric, +,,FM Tx/goals,,,228285,FM Tx/goals,,chartevents,0,Family Mtg Note,,,,metavision,,Checkbox, +,,IO Device,,,228286,Intraosseous Device,None,procedureevents_mv,0,Access Lines - Invasive,,,,metavision,,Process, +,,IO Dressing,,,228290,IO Dressing,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IO Insertion Date,,,228291,IO Insertion Date,,datetimeevents,0,Access Lines - Invasive,,,,metavision,,Date time, +,,IO Placed in outside facility,,,228292,IO Placed in outside facility,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IO Site Appearance,,,228293,IO Site Appearance,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,IO Wristband in place,,,228294,IO Wristband in place,,,0,Access Lines - Invasive,,,,metavision,,Text, +,,PCA concentrations,,,228296,PCA concentrations,,,0,Pain/Sedation,,,,metavision,,Text, +,,Daily Wake Up Deferred,,,228297,Daily Wake Up Deferred,,,0,Pain/Sedation,,,,metavision,,Text, +,,Daily Wake Up,,,228298,Daily Wake Up,,,0,Pain/Sedation,,,,metavision,,Text, +,,Goal Richmond-RAS Scale,,,228299,Goal Richmond-RAS Scale,,,0,Pain/Sedation,,,,metavision,,Text, +,,CAM-ICU MS change,,,228300,CAM-ICU MS change,,,0,Pain/Sedation,,,,metavision,,Text, +,,CAM-ICU Inattention,,,228301,CAM-ICU Inattention,,,0,Pain/Sedation,,,,metavision,,Text, +,,CAM-ICU RASS LOC,,,228302,CAM-ICU RASS LOC,,,0,Pain/Sedation,,,,metavision,,Text, +,,CAM-ICU Disorganized thinking,,,228303,CAM-ICU Disorganized thinking,,,0,Pain/Sedation,,,,metavision,,Text, +,,Assistance Device,,,228306,Assistance Device,,,0,Treatments,,,,metavision,,Text, +,,GI #1 Tube Place Check,,,228307,GI #1 Tube Place Check,,,0,GI/GU,,,,metavision,,Text, +,,GI #1 Tube Place Method,,,228308,GI #1 Tube Place Method,,,0,GI/GU,,,,metavision,,Text, +,,GI #2 Tube Place Check,,,228309,GI #2 Tube Place Check,,,0,GI/GU,,,,metavision,,Text, +,,GI #2 Tube Place Method,,,228310,GI #2 Tube Place Method,,,0,GI/GU,,,,metavision,,Text, +,,GI #3 Tube Place Check,,,228311,GI #3 Tube Place Check,,,0,GI/GU,,,,metavision,,Text, +,,GI #3 Tube Place Method,,,228312,GI #3 Tube Place Method,,,0,GI/GU,,,,metavision,,Text, +,,Acetaminophen-IV,,,228315,Acetaminophen-IV,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Keppra,,,228316,Keppra,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Calcium Gluconate (Bolus),,,228317,Calcium Gluconate (Bolus),mL,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Shivering Assessment,,,228318,Shivering Assessment,,,0,Treatments,,,,metavision,,Text, +,,PC Assessment of spiritual issues,,,228319,PC Assessment of spiritual issues,,,0,Pastoral Care Note,,,,metavision,,Text, +,,PC Date,,,228321,PC Date,,datetimeevents,0,Pastoral Care Note,,,,metavision,,Date time, +,,PC Interpreter present,,,228322,PC Interpreter present,,chartevents,0,Pastoral Care Note,,,,metavision,,Checkbox, +,,PC Ministries offered / requested,,,228323,PC Ministries offered,,,0,Pastoral Care Note,,,,metavision,,Text, +,,PC Spiritual interventions,,,228324,PC Spiritual interventions,,,0,Pastoral Care Note,,,,metavision,,Text, +,,PC Sacrament of the Sick,,,228326,PC Sacrament of the Sick,,,0,Pastoral Care Note,,,,metavision,,Text, +,,PC Reason for visit,,,228327,PC Reason for visit,,,0,Pastoral Care Note,,,,metavision,,Text, +,,PC Source of assessment data,,,228328,PC Source of assessment data,,,0,Pastoral Care Note,,,,metavision,,Text, +,,PC Time of visit,,,228331,PC Time of visit,,datetimeevents,0,Pastoral Care Note,,,,metavision,,Date time, +,,Delirium assessment,,,228332,Delirium assessment,,,0,Pain/Sedation,,,,metavision,,Text, +,,CAM-ICU Altered LOC,,,228334,CAM-ICU Altered LOC,,,0,Pain/Sedation,,,,metavision,,Text, +,,CAM-ICU Disorganized thinking,,,228335,CAM-ICU Disorganized thinking,,,0,Pain/Sedation,,,,metavision,,Text, +,,CAM-ICU Inattention,,,228336,CAM-ICU Inattention,,,0,Pain/Sedation,,,,metavision,,Text, +,,CAM-ICU MS Change,,,228337,CAM-ICU MS Change,,,0,Pain/Sedation,,,,metavision,,Text, +,,Amiodarone 600/500,,,228339,Amiodarone 600/500,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,Furosemide (Lasix) 500/100,,,228340,Furosemide (Lasix) 500/100,mg,inputevents_mv,0,Medications,,,,metavision,,Solution, +,,NaCl 23.4%,,,228341,NaCl 23.4%,mL,inputevents_mv,0,Fluids/Intake,,,,metavision,,Solution, +,,OCAT - LTGP,,,228343,OCAT - Lips Tongue Gums Palate,,,0,Treatments,,,,metavision,,Text, +,,OCAT - SSVQ,,,228344,"OCAT - Saliva secretions, Voice quality",,,0,Treatments,,,,metavision,,Text, +,,OCAT - Swallow,,,228345,OCAT - Swallow,,,0,Treatments,,,,metavision,,Text, +,,OCAT - Teeth,,,228346,OCAT - Teeth,,,0,Treatments,,,,metavision,,Text, +,,Nepro (1/2),,,228348,Nepro (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nepro (1/4),,,228349,Nepro (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nepro (3/4),,,228350,Nepro (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Nepro (Full),,,228351,Nepro (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Enlive (1/2),,,228352,Enlive (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Enlive (1/4),,,228353,Enlive (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Enlive (3/4),,,228354,Enlive (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Enlive (Full),,,228355,Enlive (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Glucerna (1/2),,,228356,Glucerna (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Glucerna (1/4),,,228357,Glucerna (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Glucerna (3/4),,,228358,Glucerna (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Glucerna (Full),,,228359,Glucerna (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Pulmocare (1/2),,,228360,Pulmocare (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Pulmocare (1/4),,,228361,Pulmocare (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Pulmocare (3/4),,,228362,Pulmocare (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Pulmocare (Full),,,228363,Pulmocare (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Two Cal HN (1/2),,,228364,Two Cal HN (1/2),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Two Cal HN (1/4),,,228365,Two Cal HN (1/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Two Cal HN (3/4),,,228366,Two Cal HN (3/4),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Two Cal HN (Full),,,228367,Two Cal HN (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,DO2I (NICOM),,,228371,DO2I (NICOM),mL/min/m2,chartevents,0,NICOM,,,,metavision,,Numeric, +,,Leg Raise Result (NICOM),,,228372,Leg Raise Result (NICOM),,,0,NICOM,,,,metavision,,Text, +,,Passive Leg Raise Performed,,,228373,Passive Leg Raise Performed,,,0,NICOM,,,,metavision,,Text, +,,Peptamen Bariatric (Full),,,228383,Peptamen Bariatric (Full),mL,inputevents_mv,0,Nutrition - Enteral,,,,metavision,,Solution, +,,Number of days (CVL),,,228384,Number of days (CVL),None,chartevents,0,CVL Insertion,,,,metavision,,Numeric, +,,Chloride (serum) (soft),,,228385,Chloride (serum) (soft),None,chartevents,0,Labs,,,,metavision,,Numeric with tag, +,,Chloride (whole blood) (soft),,,228386,Chloride (whole blood) (soft),None,chartevents,0,Labs,,,,metavision,,Numeric with tag, +,,Sodium (serum) (soft),,,228389,Sodium (serum) (soft),None,chartevents,0,Labs,,,,metavision,,Numeric with tag, +,,Sodium (whole blood) (soft),,,228390,Sodium (whole blood) (soft),None,chartevents,0,Labs,,,,metavision,,Numeric with tag, +,,Ammonia (SOFT),,,228391,Ammonia (SOFT),None,chartevents,0,Labs,,,,metavision,,Numeric with tag, +,,Bath,,,228393,Bath,,,0,Treatments,,,,metavision,,Text, +,,Orientation to Person,,,228394,Orientation to Person,,,0,Neurological,,,,metavision,,Text, +,,Orientation to Place,,,228395,Orientation to Place,,,0,Neurological,,,,metavision,,Text, +,,Orientation to Time,,,228396,Orientation to Time,,,0,Neurological,,,,metavision,,Text, +,,Commands Response,,,228397,Commands Response,,,0,Neurological,,,,metavision,,Text, +,,Commands,,,228398,Commands,,,0,Neurological,,,,metavision,,Text, +,,Facial Droop,,,228399,Facial Droop,,,0,Neurological,,,,metavision,,Text, +,,Visual Field Cut,,,228400,Visual Field Cut,,,0,Neurological,,,,metavision,,Text, +,,Pronator Drift,,,228401,Pronator Drift,,,0,Neurological,,,,metavision,,Text, +,,Neurological Symptoms,,,228402,Neurological Symptoms,,,0,Neurological,,,,metavision,,Text, +,,Motor L Arm,,,228404,Motor L Arm,,,0,Neurological,,,,metavision,,Text, +,,Motor L Leg,,,228405,Motor L Leg,,,0,Neurological,,,,metavision,,Text, +,,Motor R Arm,,,228406,Motor R Arm,,,0,Neurological,,,,metavision,,Text, +,,Motor R Leg,,,228407,Motor R Leg,,,0,Neurological,,,,metavision,,Text, +,,Strength L Arm,,,228409,Strength L Arm,,,0,Neurological,,,,metavision,,Text, +,,Strength L Leg,,,228410,Strength L Leg,,,0,Neurological,,,,metavision,,Text, +,,Strength R Leg,,,228411,Strength R Leg,,,0,Neurological,,,,metavision,,Text, +,,Strength R Arm,,,228412,Strength R Arm,,,0,Neurological,,,,metavision,,Text, +,,Seizure Activity,,,228413,Seizure Activity,,,0,Neurological,,,,metavision,,Text, +,,Speech,,,228414,Speech,,,0,Neurological,,,,metavision,,Text, +,,Corneal Reflex Left,,,228415,Corneal Reflex Left,,,0,Neurological,,,,metavision,,Text, +,,Corneal Reflex Right,,,228416,Corneal Reflex Right,,,0,Neurological,,,,metavision,,Text, +,,Compression device # 1,,,228419,Compression device # 1,,,0,Cardiovascular,,,,metavision,,Text, +,,Compression device # 2,,,228420,Compression device # 2,,,0,Cardiovascular,,,,metavision,,Text, +,,Complications (MBAL),,,228425,Complications (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,Complications - bleeding (MBAL),,,228426,Complications - bleeding (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,Contraindications (MBAL),,,228427,Contraindications (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,Critical Proc Steps (MBAL),,,228429,Critical Proc Steps (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,Indications (MBAL),,,228430,Indications (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,Route (MBAL),,,228434,Route (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,Volume instilled (MBAL),,,228435,Volume instilled (MBAL),mL,chartevents,0,Bronchoscopy,,,,metavision,,Numeric, +,,Volume obtained (MBAL),,,228436,Volume obtained (MBAL),mL,chartevents,0,Bronchoscopy,,,,metavision,,Numeric, +,,Hand cleansing prior to procedure (MBAL),,,228437,Hand cleansing prior to procedure (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,Timeout performed by (MBAL),,,228438,Timeout performed by (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,Patient identified correctly (MBAL),,,228439,Patient identified correctly (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,Verification of (MBAL),,,228440,Verification of (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,Barrier precautions in place (MBAL),,,228441,Barrier precautions in place (MBAL),,,0,Bronchoscopy,,,,metavision,,Text, +,,BIS - EMG,,,228442,BIS - EMG,,,0,Pain/Sedation,,,,metavision,,Text, +,,BIS - SQI,,,228443,BIS - SQI,,,0,Pain/Sedation,,,,metavision,,Text, +,,Angio Appearance # 3,,,228445,Angio Appearance # 3,,,0,Cardiovascular,,,,metavision,,Text, +,,Angio Appearance # 4,,,228446,Angio Appearance # 4,,,0,Cardiovascular,,,,metavision,,Text, +,,Angio Dressing # 3,,,228447,Angio Dressing # 3,,,0,Cardiovascular,,,,metavision,,Text, +,,Angio Dressing # 4,,,228448,Angio Dressing # 4,,,0,Cardiovascular,,,,metavision,,Text, +,,Angio Site # 3,,,228449,Angio Site # 3,,,0,Cardiovascular,,,,metavision,,Text, +,,Angio Site # 4,,,228450,Angio Site # 4,,,0,Cardiovascular,,,,metavision,,Text, +,,Compression device # 3,,,228451,Compression device # 3,,,0,Cardiovascular,,,,metavision,,Text, +,,Compression device # 4,,,228452,Compression device # 4,,,0,Cardiovascular,,,,metavision,,Text, +,,Location (Gen Proc),,,228456,Location (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Indication (Gen Proc),,,228460,Indication (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Patient (Gen Proc),,,228462,Patient (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Acuity (Gen Proc),,,228463,Acuity (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Timeout Performed By (Gen Proc),,,228465,Timeout Performed By (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Patient Identified Correctly (Gen Proc),,,228466,Patient Identified Correctly (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Verification (Gen Proc),,,228467,Verification (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Hand Cleansing (Gen Proc),,,228468,Hand Cleansing (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Site Cleansed With ChloraPrep (Gen Proc),,,228469,Site Cleansed With ChloraPrep (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Barrier Precautions (Gen Proc),,,228471,Barrier Precautions (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Conscious Sedation (Gen Proc),,,228473,Conscious Sedation (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Patient Position (Gen Proc),,,228474,Patient Position (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Side (Gen Proc),,,228475,Side (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,With Ultrasound (Gen Proc),,,228476,With Ultrasound (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Number of Attempts (Gen Proc),,,228478,Number of Attempts (Gen Proc),None,chartevents,0,Generic Proc Note,,,,metavision,,Numeric, +,,Number of Operators (Gen Proc),,,228479,Number of Operators (Gen Proc),None,chartevents,0,Generic Proc Note,,,,metavision,,Numeric, +,,Dressing Applied (Gen Proc),,,228482,Dressing Applied (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Follow Up Xray (Gen Proc),,,228483,Follow Up Xray (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Complications (Gen Proc),,,228485,Complications (Gen Proc),,,0,Generic Proc Note,,,,metavision,,Text, +,,Clinical Operator (Gen Proc),,,228491,Clinical Operator (Gen Proc),,chartevents,0,Generic Proc Note,,,,metavision,,Checkbox, +,,Present and Agree (Gen Proc),,,228492,Present and Agree (Gen Proc),,chartevents,0,Generic Proc Note,,,,metavision,,Checkbox, +,,Skin Location,,,228495,Skin Location,,,0,Skin - Incisions,,,,metavision,,Text, +,,Impaired Skin #1- Location,,,228496,Impaired Skin #1- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #2- Location,,,228497,Impaired Skin #2- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #3- Location,,,228498,Impaired Skin #3- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #4- Location,,,228499,Impaired Skin #4- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #5- Location,,,228500,Impaired Skin #5- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #6- Location,,,228501,Impaired Skin #6- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #7- Location,,,228502,Impaired Skin #7- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #8- Location,,,228503,Impaired Skin #8- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #9- Location,,,228504,Impaired Skin #9- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #10- Location,,,228505,Impaired Skin #10- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #1- Location,,,228506,Pressure Ulcer #1- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #2- Location,,,228507,Pressure Ulcer #2- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #3- Location,,,228508,Pressure Ulcer #3- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #4- Location,,,228509,Pressure Ulcer #4- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #5- Location,,,228510,Pressure Ulcer #5- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #6- Location,,,228511,Pressure Ulcer #6- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #7- Location,,,228512,Pressure Ulcer #7- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #8- Location,,,228513,Pressure Ulcer #8- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #9- Location,,,228514,Pressure Ulcer #9- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #10- Location,,,228515,Pressure Ulcer #10- Location,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #1- Type,,,228516,Impaired Skin #1- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Skin Cleanse,,,228517,Skin Cleanse,,,0,Skin - Incisions,,,,metavision,,Text, +,,Impaired Skin #1- Cleanse,,,228518,Impaired Skin #1- Cleanse,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #2- Cleanse,,,228519,Impaired Skin #2- Cleanse,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #3- Cleanse,,,228520,Impaired Skin #3- Cleanse,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #4- Cleanse,,,228521,Impaired Skin #4- Cleanse,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #5- Cleanse,,,228522,Impaired Skin #5- Cleanse,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #6- Cleanse,,,228523,Impaired Skin #6- Cleanse,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #7- Cleanse,,,228524,Impaired Skin #7- Cleanse,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #8- Cleanse,,,228525,Impaired Skin #8- Cleanse,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #9- Cleanse,,,228526,Impaired Skin #9- Cleanse,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #10- Cleanse,,,228527,Impaired Skin #10- Cleanse,,,0,Skin - Impairment,,,,metavision,,Text, +,,Skin Treatment,,,228528,Skin Treatment,,,0,Skin - Incisions,,,,metavision,,Text, +,,Impaired Skin #1- Treatment,,,228529,Impaired Skin #1- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #2- Treatment,,,228530,Impaired Skin #2- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #3- Treatment,,,228531,Impaired Skin #3- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #4- Treatment,,,228532,Impaired Skin #4- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #5- Treatment,,,228533,Impaired Skin #5- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #6- Treatment,,,228534,Impaired Skin #6- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #7- Treatment,,,228535,Impaired Skin #7- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #8- Treatment,,,228536,Impaired Skin #8- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #9- Treatment,,,228537,Impaired Skin #9- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #10- Treatment,,,228538,Impaired Skin #10- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #1- Treatment,,,228539,Pressure Ulcer #1- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #2- Treatment,,,228540,Pressure Ulcer #2- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #3- Treatment,,,228541,Pressure Ulcer #3- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #4- Treatment,,,228542,Pressure Ulcer #4- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #5- Treatment,,,228543,Pressure Ulcer #5- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #6- Treatment,,,228544,Pressure Ulcer #6- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #7- Treatment,,,228545,Pressure Ulcer #7- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #8- Treatment,,,228546,Pressure Ulcer #8- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #9- Treatment,,,228547,Pressure Ulcer #9- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #10- Treatment,,,228548,Pressure Ulcer #10- Treatment,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #1- Type,,,228549,Pressure Ulcer #1- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #2- Type,,,228550,Pressure Ulcer #2- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #3- Type,,,228551,Pressure Ulcer #3- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #4- Type,,,228552,Pressure Ulcer #4- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #5- Type,,,228553,Pressure Ulcer #5- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #6- Type,,,228554,Pressure Ulcer #6- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #7- Type,,,228555,Pressure Ulcer #7- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #8- Type,,,228556,Pressure Ulcer #8- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #9- Type,,,228557,Pressure Ulcer #9- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #10- Type,,,228558,Pressure Ulcer #10- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Incision #1- Location,,,228559,Incision #1- Location,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #2- Location,,,228560,Incision #2- Location,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #3- Location,,,228561,Incision #3- Location,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #4- Location,,,228562,Incision #4- Location,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #5- Location,,,228563,Incision #5- Location,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #6- Location,,,228564,Incision #6- Location,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #1- Cleanse,,,228565,Incision #1- Cleanse,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #2- Cleanse,,,228566,Incision #2- Cleanse,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #3- Cleanse,,,228567,Incision #3- Cleanse,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #4- Cleanse,,,228568,Incision #4- Cleanse,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #5- Cleanse,,,228569,Incision #5- Cleanse,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #6- Cleanse,,,228570,Incision #6- Cleanse,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #1- Treatment,,,228571,Incision #1- Treatment,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #2- Treatment,,,228572,Incision #2- Treatment,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #3- Treatment,,,228573,Incision #3- Treatment,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #4- Treatment,,,228574,Incision #4- Treatment,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #5- Treatment,,,228575,Incision #5- Treatment,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #6- Treatment,,,228576,Incision #6- Treatment,,,0,Skin - Incisions,,,,metavision,,Text, +,,Impaired Skin #2- Type,,,228577,Impaired Skin #2- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #3- Type,,,228578,Impaired Skin #3- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #4- Type,,,228579,Impaired Skin #4- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #5- Type,,,228580,Impaired Skin #5- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #6- Type,,,228581,Impaired Skin #6- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #7- Type,,,228582,Impaired Skin #7- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #8- Type,,,228583,Impaired Skin #8- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #9- Type,,,228584,Impaired Skin #9- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired Skin #10- Type,,,228585,Impaired Skin #10- Type,,,0,Skin - Impairment,,,,metavision,,Text, +,,Dressing Status,,,228586,Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Incision #1- Dressing Status,,,228594,Incision #1- Dressing Status,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #2- Dressing Status,,,228595,Incision #2- Dressing Status,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #3- Dressing Status,,,228596,Incision #3- Dressing Status,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #4- Dressing Status,,,228597,Incision #4- Dressing Status,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #5- Dressing Status,,,228598,Incision #5- Dressing Status,,,0,Skin - Incisions,,,,metavision,,Text, +,,Incision #6- Dressing Status,,,228599,Incision #6- Dressing Status,,,0,Skin - Incisions,,,,metavision,,Text, +,,Impaired SKin #1- Dressing Status,,,228600,Impaired Skin #1- Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired SKin #2- Dressing Status,,,228601,Impaired Skin #2- Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired SKin #3- Dressing Status,,,228602,Impaired Skin #3- Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired SKin #4- Dressing Status,,,228603,Impaired Skin #4- Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired SKin #5- Dressing Status,,,228604,Impaired Skin #5- Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired SKin #6- Dressing Status,,,228605,Impaired Skin #6- Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired SKin #7- Dressing Status,,,228606,Impaired Skin #7- Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired SKin #8- Dressing Status,,,228607,Impaired Skin #8- Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired SKin #9- Dressing Status,,,228608,Impaired Skin #9- Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Impaired SKin #10- Dressing Status,,,228609,Impaired Skin #10- Dressing Status,,,0,Skin - Impairment,,,,metavision,,Text, +,,Pressure Ulcer #1- Depth,,,228610,Pressure Ulcer #1- Depth,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #2- Depth,,,228611,Pressure Ulcer #2- Depth,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #3- Depth,,,228612,Pressure Ulcer #3- Depth,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #4- Depth,,,228613,Pressure Ulcer #4- Depth,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #5- Depth,,,228614,Pressure Ulcer #5- Depth,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #6- Depth,,,228615,Pressure Ulcer #6- Depth,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #7- Depth,,,228616,Pressure Ulcer #7- Depth,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #8- Depth,,,228617,Pressure Ulcer #8- Depth,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #9- Depth,,,228618,Pressure Ulcer #9- Depth,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #10- Depth,,,228619,Pressure Ulcer #10- Depth,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #1- Width,,,228620,Pressure Ulcer #1- Width,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #2- Width,,,228621,Pressure Ulcer #2- Width,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #3- Width,,,228622,Pressure Ulcer #3- Width,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #4- Width,,,228623,Pressure Ulcer #4- Width,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #5- Width,,,228624,Pressure Ulcer #5- Width,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #6- Width,,,228625,Pressure Ulcer #6- Width,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #7- Width,,,228626,Pressure Ulcer #7- Width,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #8- Width,,,228627,Pressure Ulcer #8- Width,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #9- Width,,,228628,Pressure Ulcer #9- Width,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Pressure Ulcer #10- Width,,,228629,Pressure Ulcer #10- Width,cm,chartevents,0,Skin - Impairment,,,,metavision,,Numeric, +,,Date signed,,,228631,Date signed,,datetimeevents,0,Research Enrollment Note,,,,metavision,,Date time, +,,Barrier precautions in place (Bronch),,,228642,Barrier precautions in place (Bronch),,,0,Bronchoscopy,,,,metavision,,Text, +,,Barrier precautions in place (Intubation),,,228643,Barrier precautions in place (Intubation),,,0,Intubation,,,,metavision,,Text, +,,Barrier precautions in place (LP),,,228644,Barrier precautions in place (LP),,,0,Lumbar Puncture,,,,metavision,,Text, +,,Barrier precautions in place (PACEN),,,228645,Barrier precautions in place (PACEN),,,0,Paracentesis,,,,metavision,,Text, +,,Barrier precautions in place (THCEN),,,228646,Barrier precautions in place (THCEN),,,0,Thoracentesis,,,,metavision,,Text, +,,Barrier precautions in place (A-Line),,,228647,Barrier precautions in place (A-Line),,,0,Arterial Line Insertion,,,,metavision,,Text, +Urine output,Urine output,,ready,,40405,Urine Out Other,,outputevents,,,,,,carevue,,, +Urine output,Urine output,,ready,,40428,Urine Out Straight Cath,,outputevents,,,,,,carevue,,, +Urine output,Urine output,,ready,,40473,Urine Out IleoConduit,,outputevents,4813,,,,,carevue,,, +Urine output,Urine output,,ready,,40651,Urine Out Ureteral Stent #2,,outputevents,,,,,,carevue,,, +Urine output,Urine output,,ready,,40715,Urine Out Suprapubic,,outputevents,6913,,,,,carevue,,, +Urine output,Urine output,,ready,,43175,Urine .,,outputevents,108982,,,,,carevue,,, +Urine output,Urine output,,ready,,226557,R Ureteral Stent,,outputevents,,,,,,metavision,,, +Urine output,Urine output,,ready,,226558,L Ureteral Stent,,outputevents,,,,,,metavision,,, +Urine output,Urine output (foley),,ready,,226559,Foley,mL,outputevents,1186717,Output,,,,metavision,,, +Urine output,Urine output,,ready,,226560,Void,,outputevents,,,,,,metavision,,, +Urine output,Urine output,,ready,,226561,Condom Cath,,outputevents,,,,,,metavision,,, +Urine output,Urine output,,ready,,226563,Suprapubic,,outputevents,,,,,,metavision,,, +Urine output,Urine output,,ready,,226564,R Nephrostomy,,outputevents,,,,,,metavision,,, +Urine output,Urine output,,ready,,226565,L Nephrostomy,,outputevents,,,,,,metavision,,, +Urine output,Urine output,,ready,,226567,Straight Cath,,outputevents,,,,,,metavision,,, +Urine output,Urine output,,ready,,226584,Ileoconduit,,outputevents,,,,,,metavision,,, +Urine output,Urine output,OR Urine,ready,,226627,OR Urine,mL,outputevents,5928,Output,,,,metavision,,, +Urine output,Urine output,,ready,,227510,TF Residual,,outputevents,,,,,,metavision,,, \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/outcome_data_spec.json b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/outcome_data_spec.json new file mode 100644 index 00000000..ccd4532d --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/outcome_data_spec.json @@ -0,0 +1,166 @@ +{ + "name": "outcome_hourly_data", + "title": "Outcome measurements (hourly) for ICU patients extracted from MIMIC-III", + "description": "Includes ventilator and vasopressor (blood thinner)", + "license": "The use of data is conditional on citing the original data sources.", + "resources": [ + { + "name": "outcome_hourly_tabular_data", + "path": "outcome_hourly_data.csv", + "format": "csv", + "mediatype": "text/csv", + "profile": "tabular-data-resource", + "$schema": "https://frictionlessdata.io/schemas/table-schema.json", + "schema": { + "fields": [ + { + "name": "subject_id", + "description": "ID number for subject within PATIENTS table", + "type": "integer", + "constraints" : { + "required" : true + } + }, + { + "name": "hadm_id", + "description": "ID number for subject within ADMISSIONS table", + "type": "integer", + "constraints" : { + "required" : true + } + }, + { + "name": "icustay_id", + "description": "ID number for subject within ICUSTAYS table", + "type": "integer", + "constraints" : { + "required" : true + } + }, + { + "name": "hours_in", + "description": "Number of hours subject in ICU before measurement taken.", + "type": "integer", + "constraints" : { + "required" : true + } + }, + { + "name": "vent", + "description": "Mechanical ventilator used at current timestep (1 = present, 0 = not).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "vaso", + "description": "Vasopressors given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "adenosine", + "description": "adenosine given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "dobutamine", + "description": "dobutamine given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "dopamine", + "description": "dopamine given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "epinephrine", + "description": "epinephrine given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "isuprel", + "description": "isuprel given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "milrinone", + "description": "milrinone given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "norepinephrine", + "description": "norepinephrine given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "phenylephrine", + "description": "phenylephrine given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "vasopressin", + "description": "vasopressin given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "colloid_bolus", + "description": "colloid bolus given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "crystalloid_bolus", + "description": "crystalloid bolus given via IV at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + }, + { + "name": "nivdurations", + "description": "Non-invasive ventilator used at current timestep (1 = yes, 0 = no).", + "type": "integer", + "constraints" : { + "required" : false + } + } + ], + "missingValues": "nan", + "primaryKey": ["subject_id", "hadm_id", "icustay_id", "hours_in"] + } + } + ] +} diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/static_data_spec.json b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/static_data_spec.json new file mode 100644 index 00000000..73e4b8ff --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/static_data_spec.json @@ -0,0 +1,234 @@ +{ + "name": "static_patient_data", + "title": "Static attributes of ICU patients extracted from MIMIC-III", + "description": "Includes demographics and info about hospital/ICU admissions", + "license": "The use of data is conditional on citing the original data sources.", + "resources": [ + { + "name": "static_tabular_data", + "path": "static_data.csv", + "format": "csv", + "mediatype": "text/csv", + "profile": "tabular-data-resource", + "$schema": "https://frictionlessdata.io/schemas/table-schema.json", + "schema": { + "fields": [ + { + "name": "subject_id", + "description": "ID number for subject within PATIENTS table", + "type": "integer", + "constraints" : { + "required" : true + } + }, + { + "name": "hadm_id", + "description": "ID number for subject within ADMISSIONS table", + "type": "integer", + "constraints" : { + "required" : true + } + }, + { + "name": "icustay_id", + "description": "ID number for subject within ICUSTAYS table", + "type": "integer", + "constraints" : { + "required" : true + } + }, + { + "name": "gender", + "description": "Indicates subject gender. 'M'=male or 'F'=female.", + "type": "string", + "pandas_dtype": "category", + "constraints" : { + "required" : true + } + }, + { + "name": "ethnicity", + "description": "Indicates subject ethnicity. Many human-readable categories/sub-categories.", + "type": "string", + "pandas_dtype": "category", + "constraints" : { + "required" : true + } + }, + { + "name": "age", + "type": "number", + "description": "Age of patient at admission (in fractional years)", + "unit" : "year", + "constraints" : { + "required" : true + } + }, + { + "name": "insurance", + "type": "string", + "description": "Insurance type of patient at admission.", + "unit" : "category", + "constraints" : { + "required" : true + } + }, + { + "name": "admittime", + "type": "datetime", + "description": "Datetime of subject's admission.", + "constraints" : { + "required" : true + } + }, + { + "name": "diagnosis_at_admission", + "type": "string", + "description": "The admitting physician's diagnosis for this patient (why were they admitted).", + "constraints" : { + "required" : true + } + }, + { + "name": "dischtime", + "type": "datetime", + "description": "Datetime of subject's discharge.", + "constraints" : { + "required" : true + } + }, + { + "name": "discharge_location", + "type": "string", + "description": "To where the patient was discharged.", + "constraints" : { + "required" : true + } + }, + { + "name": "fullcode_first", + "type": "integer", + "description": "Did the patient arrive with full code status?" + }, + { + "name": "dnr_first", + "type": "integer", + "description": "Did the patient arrive with DNR status?" + }, + { + "name": "fullcode", + "type": "integer", + "description": "Was the patient ever full-code?" + }, + { + "name": "dnr", + "type": "integer", + "description": "Was the patient ever DNR?" + }, + { + "name": "dnr_first_charttime", + "type": "datetime", + "description": "At what time was the patient transitioned to DNR?" + }, + { + "name": "timecmo_chart", + "type": "datetime", + "description": "At what time was the patient transitioned to CMO?" + }, + { + "name": "cmo_first", + "type": "integer", + "description": "Were comfort measures under order at the beginning of the stay?" + }, + { + "name": "cmo_last", + "type": "integer", + "description": "Were comfort measures under order at the end of the stay?" + }, + { + "name": "cmo", + "type": "integer", + "description": "Were comfort measures ever under order during the stay?" + }, + { + "name": "deathtime", + "type": "datetime", + "description": "Datetime of subject's death. NaN if subject did not die.", + "constraints" : { + "required" : false + } + }, + { + "name": "intime", + "type": "datetime", + "description": "Datetime of subject's intake into ICU.", + "constraints" : { + "required" : true + } + }, + { + "name": "outtime", + "type": "datetime", + "description": "Datetime of subject's exit from ICU.", + "constraints" : { + "required" : true + } + }, + { + "name": "los_icu", + "type": "number", + "description": "Length-of-stay in the ICU in days.", + "unit": "day", + "constraints" : { + "required" : true + } + }, + { + "name": "admission_type", + "type": "string", + "description": "Category of admission: {'ELECTIVE', 'EMERGENCY', 'URGENT'}.", + "pandas_dtype": "category" + }, + { + "name": "first_careunit", + "type": "string", + "description": "Category of hospital unit where first admitted: {'CCU', 'CSRU', 'MICU', 'SICU', 'TSICU'}", + "pandas_dtype": "category" + }, + { + "name": "mort_icu", + "type": "integer", + "description": "Indicates if subject died in ICU. 1 if died, 0 otherwise.", + "pandas_dtype": "integer" + }, + { + "name": "mort_hosp", + "type": "integer", + "description": "Indicates if subject died in hospital. 1 if died, 0 otherwise.", + "pandas_dtype": "integer" + }, + { + "name": "hospital_expire_flag", + "type": "integer", + "description": "TODO ???", + "pandas_dtype": "integer" + }, + { + "name": "hospstay_seq", + "type": "integer", + "description": "TODO ???", + "pandas_dtype": "integer" + }, + { + "name": "readmission_30", + "type": "integer", + "description": "Indicates if the patient will be readmitted to icu within 30 days. 1 if readmitted, 0 otherwise.", + "pandas_dtype": "integer" + } + ], + "missingValues": "nan", + "primaryKey": ["subject_id", "hadm_id", "icustay_id"] + } + } + ] +} diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/testing_schemas.pkl b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/testing_schemas.pkl new file mode 100644 index 00000000..9d49b1a7 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/testing_schemas.pkl @@ -0,0 +1,2435 @@ +(ccopy_reg +_reconstructor +p0 +(cpandas.core.frame +DataFrame +p1 +c__builtin__ +object +p2 +Ntp3 +Rp4 +(dp5 +S'_metadata' +p6 +(lp7 +sS'_typ' +p8 +S'dataframe' +p9 +sS'_data' +p10 +g0 +(cpandas.core.internals.managers +BlockManager +p11 +g2 +Ntp12 +Rp13 +((lp14 +cpandas.core.indexes.base +_new_Index +p15 +(cpandas.core.indexes.base +Index +p16 +(dp17 +S'data' +p18 +cnumpy.core.multiarray +_reconstruct +p19 +(cnumpy +ndarray +p20 +(I0 +tp21 +S'b' +p22 +tp23 +Rp24 +(I1 +(I17 +tp25 +cnumpy +dtype +p26 +(S'O8' +p27 +I0 +I1 +tp28 +Rp29 +(I3 +S'|' +p30 +NNNI-1 +I-1 +I63 +tp31 +bI00 +(lp32 +Vsubject_id +p33 +aVhadm_id +p34 +aS'gender' +p35 +aS'ethnicity' +p36 +aS'age' +p37 +aS'admittime' +p38 +aS'dischtime' +p39 +aS'deathtime' +p40 +aS'intime' +p41 +aS'outtime' +p42 +aS'los_icu' +p43 +aS'admission_type' +p44 +aS'first_careunit' +p45 +aS'mort_icu' +p46 +aS'mort_hosp' +p47 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+(I1 +(I4 +tp948 +g813 +I00 +(lp949 +g65 +ag827 +ag828 +ag829 +atp950 +bsg51 +g803 +stp951 +Rp952 +asg833 +Nstp953 +Rp954 +a(dp955 +g435 +(dp956 +g437 +g777 +sg438 +(lp957 +(dp958 +g441 +g442 +(I0 +I2 +I1 +tp959 +Rp960 +sg445 +g910 +sasstp961 +bsbtp962 +. \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/variable_ranges.csv b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/variable_ranges.csv new file mode 100755 index 00000000..c082fc2d --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/resources/variable_ranges.csv @@ -0,0 +1,67 @@ +LEVEL2,LEVEL1,OUTLIER LOW,VALID LOW,IMPUTE,VALID HIGH,OUTLIER HIGH +Alanine aminotransferase,,0,2,34,10000,11000 +Albumin,,0,0.6,3.1,6,60 +Alkaline phosphate,,0,20,106,3625,4000 +Anion Gap,,0,5,13,50,55 +Asparate aminotransferase,,0,6,40,20000,22000 +Basophils,,,,,, +Bicarbonate,,0,0,25,60,66 +Bilirubin,Bilirubin (total),0,0.1,0.9,60,66 +Bilirubin,Bilirubin (conjugated),,,,, +Bilirubin,Bilirubin (unconjugated),,,,, +Blood culture,,,,,, +Blood urea nitrogen,,0,0,23,250,275 +Calcium,,,,,, +Calcium ionized,,,,,, +Capillary refill rate,,0,0,0,1,1 +Chloride,,0,50,104,175,200 +Cholesterol,,0,32,160,600,660 +Creatinine,,0,0.1,1,60,66 +Diastolic blood pressure,,0,0,59,375,375 +Eosinophils,,,,,, +Fraction inspired oxygen,,0.2,0.21,0.21,1,1.1 +Glascow coma scale eye opening,,1,1,4,4,4 +Glascow coma scale motor response,,1,1,6,6,6 +Glascow coma scale total,,3,3,11,15,15 +Glascow coma scale verbal response,,1,1,4,5,5 +Glucose,,0,33,128,2000,2200 +Heart rate,,0,0,86,350,390 +Height,,0,0,170,240,275 +Hematocrit,,0,0,30.2,75,100 +Hemoglobin,,0,0,10.2,25,30 +Lactate,,0,0.4,1.8,30,33 +Lactate dehydrogenase,,0,54,263,33000,35000 +Lactic acid,,,,,, +Lymphocytes,,,,,, +Magnesium,,0,0,2,20,22 +Mean blood pressure,,0,14,77,330,375 +Mean corpuscular hemoglobin,,,,,, +Mean corpuscular hemoglobin concentration,,,,,, +Mean corpuscular volume,,,,,, +Oxygen saturation,,0,0,98,100,150 +Monocytes,,,,,, +Neutrophils,,,,,, +Partial pressure of carbon dioxide,,0,0,40,200,220 +Partial pressure of oxygen,,0,32,112,700,770 +Partial thromboplastin time,,0,18.8,34.4,150,150 +Peak inspiratory pressure,,0,14,20,38,40 +pH,,6.3,6.3,7.4,8.4,10 +Phosphate,,0,0.5,3.4,20,22 +Platelets,,0,0,208,2000,2200 +Positive end-expiratory pressure,,0,0,6,25,30 +Potassium,,0,0,4.1,12,15 +Prothrombin time,,0,9.9,14.5,97.1,150 +Pupillary response left,,,,,, +Pupillary response right,,,,,, +Pupillary size left,,,,,, +Pupillary size right,,,,,, +Red blood cell count,,,,,, +Respiratory rate,,0,0,19,300,330 +Sodium,,0,50,142,225,250 +Systolic blood pressure,,0,0,118,375,375 +Temperature,,14.2,26,37,45,47 +Troponin-I,,0,0.01,2.3,49.6,575 +Troponin-T,,0,0.01,0.1,20.85,24 +Urine output,,0,0,80,1200,2445 +Weight,,0,0,81.8,250,250 +White blood cell count,,0,0,9.9,1000,1100 \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/run.sh b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/run.sh new file mode 100644 index 00000000..277c1c25 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/run.sh @@ -0,0 +1,51 @@ +#!/bin/bash + +# Config - equivalent to what you've provided in your Makefile +PHYSIONETURL="https://physionet.org/files/mimiciii/1.4/" +PHYSIONETDEMOURL="https://physionet.org/works/MIMICIIIClinicalDatabaseDemo/" + +datadir="./data" # Replace with actual datadir if needed + +# Ensure that datadir ends in a slash +DATADIR=$(dirname "${datadir}") +if [[ "${datadir}" != "${DATADIR}/" ]]; then + DATADIR="${DATADIR}/" +fi + +# Set default parameters, can be overwritten via environment variables +DBNAME="${DBNAME:-mimic}" +DBUSER="${DBUSER:-postgres}" +DBPASS="${DBPASS:-postgres}" +DBSCHEMA="${DBSCHEMA:-mimiciii}" +DBHOST="${DBHOST:-}" +DBPORT="${DBPORT:-}" + +# Construct DBSTRING +DBSTRING="dbname=${DBNAME} user=${DBUSER}" +if [ -n "$DBHOST" ]; then + DBSTRING+=" host=${DBHOST}" +fi +if [ -n "$DBPORT" ]; then + DBSTRING+=" port=${DBPORT}" +fi +if [ -n "$DBPASS" ]; then + DBSTRING+=" password=${DBPASS}" +fi +DBSTRING+=" options=--search_path=${DBSCHEMA}" + +# Part 1: Run the SQL file +echo '------------------------' +echo '-- Building MIMIC-III --' +echo '------------------------' +echo '' +sleep 2 +echo 'Running niv-durations.sql' +psql -U "${DBUSER}" "${DBSTRING}" -f ./utils/niv-durations.sql + +# Part 2: Run the Python script in the same directory + +python3 mimic_direct_extract.py --resource_path resources/ --out_path output/ --psql_password postgres --psql_dbname mimic + +# # Part 3: Copy the output to the data directory +# echo 'Copying file to target directory' +cp ./output/all_hourly_data.h5 ../../data/ \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/Makefile b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/Makefile new file mode 100644 index 00000000..40b4859a --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/Makefile @@ -0,0 +1,66 @@ +SHELL:=/bin/bash + +PSQL_EXECUTABLE:=$(shell which psql) + +MIMIC_CODE_DIR:=${shell grep "MIMIC_CODE_DIR" setup_user_env.sh | cut -d'=' -f2} + +# Set the following parameters to defaults +# These will be overwritten by settings passed to the makefile +DBNAME := mimic +DBUSER := postgres +DBPASS := postgres +DBSCHEMA := mimiciii + +#=== Commands + +.PHONY: build_curated_from_psql + +build_curated_from_psql: setup_user_env.sh has_psql_exe ## Build curated flat files from PSQL db, using this repo + { \ + source ./setup_user_env.sh; \ + bash build_curated_from_psql.sh; \ + } + +#=== Required mimic-code/ repo +# Rules below will download the repo if it doesn't exist +# Expected location MIMIC_CODE_DIR is defined in setup_user_env.sh + +.PHONY: clone_mimic_code_repo ${MIMIC_CODE_DIR}/buildmimic/postgres/Makefile + +clone_mimic_code_repo: ${MIMIC_CODE_DIR}/buildmimic/postgres/Makefile + +${MIMIC_CODE_DIR}/buildmimic/postgres/Makefile: setup_user_env.sh + { \ + source ./setup_user_env.sh; \ + [ -e $@ ] || git clone https://github.com/MIT-LCP/mimic-code/ ${MIMIC_CODE_DIR}/; \ + } + +#=== Build concepts +.PHONY: build_concepts +build_concepts: build_concepts_mimic_code build_extra_concepts + +.PHONY: build_concepts_mimic_code +build_concepts_mimic_code: setup_user_env.sh clone_mimic_code_repo + { \ + source ./setup_user_env.sh; \ + cd ${MIMIC_CODE_DIR}/concepts; \ + psql -U ${DBUSER} "${DBSTRING}" -h ${HOST} -f ./make-concepts.sql; \ + cd ../../MIMIC_Extract/utils; \ + } + +.PHONY: build_extra_concepts +build_extra_concepts: setup_user_env.sh niv-durations.sql crystalloid-bolus.sql colloid-bolus.sql + { \ + source ./setup_user_env.sh; \ + psql -U ${DBUSER} "${DBSTRING}" -f ./niv-durations.sql; \ + psql -U ${DBUSER} "${DBSTRING}" -f ./crystalloid-bolus.sql; \ + psql -U ${DBUSER} "${DBSTRING}" -f ./colloid-bolus.sql; \ + } + +#=== Env Checks + +.PHONY: has_psql_exe +has_psql_exe: setup_user_env.sh +ifndef PSQL_EXECUTABLE + $(error "Error: 'psql' is undefined. Please install/add to current path.") +endif diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/build_curated_from_psql.sh b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/build_curated_from_psql.sh new file mode 100644 index 00000000..342decbf --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/build_curated_from_psql.sh @@ -0,0 +1,29 @@ +#!/bin/bash +# +# Build curated dataset of .csv / .npy / .hd5 files +# for patient time-series data extracted from PSQL DB +# +# Takes optional argument POP_SIZE +# + +mkdir -p $MIMIC_EXTRACT_OUTPUT_DIR; + +if [[ -z $POP_SIZE ]]; then + # means extract all available data + POP_SIZE=0; +fi + +python -u $MIMIC_EXTRACT_CODE_DIR/mimic_direct_extract.py \ + --out_path $MIMIC_EXTRACT_OUTPUT_DIR/ \ + --resource_path $MIMIC_EXTRACT_CODE_DIR/resources/ \ + --extract_pop 2 \ + --extract_outcomes 2 \ + --extract_codes 0 \ + --extract_numerics 2 \ + --extract_notes 0\ + --exit_after_loading 0 \ + --plot_hist 0 \ + --pop_size $POP_SIZE \ + --psql_password $PGPASSWORD \ + --psql_host $HOST \ + --min_percent 0 \ diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/new_task.csv b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/new_task.csv new file mode 100644 index 00000000..c710b46c --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/new_task.csv @@ -0,0 +1,5573 @@ +,icustay_id,level_1,hadm_id,hours_in,nivdurations,subject_id +0,203487,0,129635,0,0,25 +1,203487,1,129635,9,0,25 +2,203487,2,129635,10,0,25 +3,203487,3,129635,11,0,25 +4,203487,4,129635,12,0,25 +5,203487,5,129635,13,0,25 +6,203487,6,129635,14,0,25 +7,203487,7,129635,15,0,25 +8,203487,8,129635,16,0,25 +9,203487,9,129635,17,0,25 +10,203487,10,129635,18,0,25 +11,203487,11,129635,19,0,25 +12,203487,12,129635,39,0,25 +13,203487,13,129635,40,0,25 +14,203487,14,129635,41,0,25 +15,203487,15,129635,42,0,25 +16,203487,16,129635,43,0,25 +17,203487,17,129635,44,0,25 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a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/niv-durations.sql b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/niv-durations.sql new file mode 100755 index 00000000..62e6c169 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/niv-durations.sql @@ -0,0 +1,149 @@ +-- This query extracts the duration of mechanical ventilation +-- The main goal of the query is to aggregate sequential ventilator settings +-- into single mechanical ventilation "events". The start and end time of these +-- events can then be used for various purposes: calculating the total duration +-- of mechanical ventilation, cross-checking values (e.g. PaO2:FiO2 on vent), etc + +SET SEARCH_PATH TO public,mimiciii; + +-- The query's logic is roughly: +-- 1) The presence of a mechanical ventilation setting starts a new ventilation event +-- 2) Any instance of a setting in the next 8 hours continues the event +-- 3) Certain elements end the current ventilation event +-- a) documented extubation ends the current ventilation +-- b) initiation of non-invasive vent and/or oxygen ends the current vent +-- The ventilation events are numbered consecutively by the `num` column. + + +-- First, create a temporary table to store relevant data from CHARTEVENTS. +DROP MATERIALIZED VIEW IF EXISTS nivdurations CASCADE; +create MATERIALIZED VIEW nivdurations as +with nivsettings AS +( +select + icustay_id, charttime + , max( + case + -- initiation of oxygen therapy + when itemid = 226732 and value in + ( + 'Nasal cannula', -- 153714 observations + 'Face tent', -- 24601 observations + 'Aerosol-cool', -- 24560 observations + 'Trach mask ', -- 16435 observations + 'High flow neb', -- 10785 observations + 'Non-rebreather', -- 5182 observations + 'Venti mask ', -- 1947 observations + 'Medium conc mask ', -- 1888 observations + 'T-piece', -- 1135 observations + 'High flow nasal cannula', -- 925 observations + 'Ultrasonic neb', -- 9 observations + 'Vapomist' -- 3 observations + ) then 1 + when itemid in (467,468) and value in + ( + 'Cannula', -- 278252 observations + 'Nasal Cannula', -- 248299 observations + 'None', -- 95498 observations + 'Face Tent', -- 35766 observations + 'Aerosol-Cool', -- 33919 observations + 'Trach Mask', -- 32655 observations + 'Hi Flow Neb', -- 14070 observations + 'Non-Rebreather', -- 10856 observations + 'Venti Mask', -- 4279 observations + 'Medium Conc Mask', -- 2114 observations + 'Vapotherm', -- 1655 observations + 'T-Piece', -- 779 observations + 'Hood', -- 670 observations + 'Hut', -- 150 observations + 'TranstrachealCat', -- 78 observations + 'Heated Neb', -- 37 observations + 'Ultrasonic Neb' -- 2 observations + ) then 1 + when itemid = 469 and value in ('Nasal Cannula', 'Face Tent', 'Trach Mask') then 1 + when itemid in (470, 471, 227287, 223834) and valuenum > 0 then 1 + else 0 + end + ) as OxygenTherapy +from chartevents ce +where ce.value is not null +-- exclude rows marked as error +and ce.error IS DISTINCT FROM 1 +and itemid in +( + -- the below indicate oxygen/NIV + 467 -- O2 Delivery Device + , 468 -- O2 Delivery Device#2 + , 469 -- O2 Delivery Mode + , 470 -- O2 Flow (lpm) + , 471 -- O2 Flow (lpm) #2 + , 227287 -- O2 Flow (additional cannula) + , 226732 -- O2 Delivery Device(s) + , 223834 -- O2 Flow +) +group by icustay_id, charttime +) +, vd0 as +( + select + icustay_id + -- this carries over the previous charttime which had a mechanical ventilation event + , case + when OxygenTherapy=1 then + LAG(CHARTTIME, 1) OVER (partition by icustay_id, OxygenTherapy order by charttime) + else null + end as charttime_lag + , charttime + , OxygenTherapy + from nivsettings +) +, vd1 as +( + select + icustay_id + , charttime_lag + , charttime + , OxygenTherapy + + -- if this is a mechanical ventilation event, we calculate the time since the last event + , case + -- if the current observation indicates mechanical ventilation is present + -- calculate the time since the last vent event + when OxygenTherapy=1 then + CHARTTIME - charttime_lag + else null + end as ventduration + + , case when (CHARTTIME - charttime_lag) > interval '8' hour then 1 + else 0 + end as newvent + -- use the staging table with only vent settings from chart events + FROM vd0 +) +, vd2 as +( + select vd1.* + -- create a cumulative sum of the instances of new ventilation + -- this results in a monotonic integer assigned to each instance of ventilation + , case when OxygenTherapy=1 then + SUM( newvent ) + OVER ( partition by icustay_id order by charttime ) + else null end + as ventnum + --- now we convert CHARTTIME of ventilator settings into durations + from vd1 +) +-- create the durations for each mechanical ventilation instance +select icustay_id + -- regenerate ventnum so it's sequential + , ROW_NUMBER() over (partition by icustay_id order by ventnum) as ventnum + , min(charttime) as starttime + , max(charttime) as endtime + , extract(epoch from max(charttime)-min(charttime))/60/60 AS duration_hours +from vd2 +group by icustay_id, ventnum +having min(charttime) != max(charttime) +-- patient had to be given NIV at least once +-- i.e. max(OxygenTherapy) should be 1 +and max(OxygenTherapy) = 1 +order by icustay_id, ventnum; diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/postgres_make_extended_concepts.sh b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/postgres_make_extended_concepts.sh new file mode 100644 index 00000000..4d7dc311 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/postgres_make_extended_concepts.sh @@ -0,0 +1,28 @@ +# This file makes tables for the concepts in this subfolder. +# Be sure to run postgres-functions.sql first, as the concepts rely on those function definitions. +# Note that this may take a large amount of time and hard drive space. + +# string replacements are necessary for some queries +export REGEX_DATETIME_DIFF="s/DATETIME_DIFF\((.+?),\s?(.+?),\s?(DAY|MINUTE|SECOND|HOUR|YEAR)\)/DATETIME_DIFF(\1, \2, '\3')/g" +export REGEX_SCHEMA='s/`physionet-data.(mimiciii_clinical|mimiciii_derived|mimiciii_notes).(.+?)`/\2/g' +export CONNSTR='-d mimic' +export MIMIC_CODE_DIR='/home/fazeleh/mimic-code/mimic-iii' + +# this is set as the search_path variable for psql +# a search path of "public,mimiciii" will search both public and mimiciii +# schemas for data, but will create tables on the public schema +export PSQL_PREAMBLE='SET search_path TO public,mimiciii' + +echo '' +echo '===' +echo 'Beginning to create tables for MIMIC database.' +echo 'Any notices of the form "NOTICE: TABLE "XXXXXX" does not exist" can be ignored.' +echo 'The scripts drop views before creating them, and these notices indicate nothing existed prior to creating the view.' +echo '===' +echo '' + +echo 'Directory 5 of 9: fluid_balance' +{ echo "${PSQL_PREAMBLE}; DROP TABLE IF EXISTS colloid_bolus; CREATE TABLE colloid_bolus AS "; cat $MIMIC_CODE_DIR/concepts_postgres/fluid_balance/colloid_bolus.sql; } | sed -r -e "${REGEX_DATETIME_DIFF}" | sed -r -e "${REGEX_SCHEMA}" | psql ${CONNSTR} +{ echo "${PSQL_PREAMBLE}; DROP TABLE IF EXISTS crystalloid_bolus; CREATE TABLE crystalloid_bolus AS "; cat $MIMIC_CODE_DIR/concepts_postgres/fluid_balance/crystalloid_bolus.sql; } | sed -r -e "${REGEX_DATETIME_DIFF}" | sed -r -e "${REGEX_SCHEMA}" | psql ${CONNSTR} + +echo 'Finished creating tables.' diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/requirements.txt b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/requirements.txt new file mode 100644 index 00000000..6ceefcd4 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/requirements.txt @@ -0,0 +1,9 @@ +numpy>=1.12 +pandas>=0.18 +scipy>=0.18 +jupyter>=1.0 +numexpr>=2.6 +scikit-learn>=0.19 +psycopg2>=2.7 +pytables>=3.4 +matplotlib>=2.0 \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/setup_user_env.sh b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/setup_user_env.sh new file mode 100755 index 00000000..81f5d6d7 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/setup_user_env.sh @@ -0,0 +1,21 @@ +#!/bin/bash + +export MIMIC_CODE_DIR=$(realpath ../../mimic-code) +export MIMIC_EXTRACT_CODE_DIR=$(realpath ../) + +export MIMIC_DATA_DIR=$MIMIC_EXTRACT_CODE_DIR/data/ + +export MIMIC_EXTRACT_OUTPUT_DIR=$MIMIC_DATA_DIR/curated/ +mkdir -p $MIMIC_EXTRACT_OUTPUT_DIR + +export DBUSER=bnestor +export DBNAME=mimic +export SCHEMA=public,mimiciii +export HOST=mimic +export DBSTRING="dbname=$DBNAME options=--search_path=$SCHEMA" +alias psql="psql -h $HOST -U $DBUSER " + +export PGHOST=$HOST +export PGUSER=$DBUSER + +export PGPASSWORD=$1 diff --git a/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/simple_impute.py b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/simple_impute.py new file mode 100644 index 00000000..2e9d729f --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/MIMIC_Extract/utils/simple_impute.py @@ -0,0 +1,29 @@ +import copy, math, os, pickle, time, pandas as pd, numpy as np + +ID_COLS = ['subject_id', 'hadm_id', 'icustay_id'] + +def simple_imputer(df,train_subj): + idx = pd.IndexSlice + df = df.copy() + + df_out = df.loc[:, idx[:, ['mean', 'count']]] + icustay_means = df_out.loc[:, idx[:, 'mean']].groupby(ID_COLS).mean() + global_means = df_out.loc[idx[train_subj,:], idx[:, 'mean']].mean(axis=0) + + df_out.loc[:,idx[:,'mean']] = df_out.loc[:,idx[:,'mean']].groupby(ID_COLS).fillna( + method='ffill' + ).groupby(ID_COLS).fillna(icustay_means).fillna(global_means) + + df_out.loc[:, idx[:, 'count']] = (df.loc[:, idx[:, 'count']] > 0).astype(float) + df_out.rename(columns={'count': 'mask'}, level='Aggregation Function', inplace=True) + + is_absent = (1 - df_out.loc[:, idx[:, 'mask']]) + hours_of_absence = is_absent.cumsum() + time_since_measured = hours_of_absence - hours_of_absence[is_absent==0].fillna(method='ffill') + time_since_measured.rename(columns={'mask': 'time_since_measured'}, level='Aggregation Function', inplace=True) + + df_out = pd.concat((df_out, time_since_measured), axis=1) + df_out.loc[:, idx[:, 'time_since_measured']] = df_out.loc[:, idx[:, 'time_since_measured']].fillna(100) + + df_out.sort_index(axis=1, inplace=True) + return df_out \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/ReadMe.md b/examples/mia/LOS/mimiciii_prepration/ReadMe.md new file mode 100644 index 00000000..16a7c4dd --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/ReadMe.md @@ -0,0 +1,44 @@ + +## MIMIC-III Data Preparation +
This guide provides instructions for preparing the MIMIC-III dataset for a length of stay prediction example. + + ### Requirments +Ensure that your system has the following tools available in the PATH: + +* conda +* [psql](https://www.postgresql.org/download/) (PostgreSQL 9.4 or higher) +* git +* Access the MIMIC-III Dataset + + ### Steps + + #### Create Conda envrioment + Navigate to ```MIMIC_Extract``` and create a Conda environment: +``` +conda env create --force -f mimic_extract_env_py36.yml +conda activate mimic_data_extraction + ``` + +#### Compiling the data +Navigate to ```mimic-code/buildmimic``` .
+If you already have MIMIC-III dataset downloaded, place the unzipped CSV files in the ```data ``` folder, and run the following check command: +``` bash +$ make mimic-check-csv datadir=./data/ +``` + +If you have not yet downloaded the dataset, use the following command to download it (replace [your_username] with your PhysioNet username): + +``` bash +$ make mimic_download_check datadir=./data/ physionetuser=[your_username] +``` + +Then to create and build a postgres database run the below command. The default value for the postgres password is 'postgres'. +``` bash +$ make mimic-build datadir=./data/ +``` +Navigate back to the ```./MIMIC_Extract``` and run the follwoing command. +The output files will be saved in the ```output``` folder. Note that this command may take a day or longer to complete. +``` +$ bash run.sh +``` + diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/.gitignore b/examples/mia/LOS/mimiciii_prepration/mimic-code/.gitignore new file mode 100644 index 00000000..b366eb8d --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/.gitignore @@ -0,0 +1,5 @@ +# Ignore all contents of data +/buildmimic/data/* + +# Exclude the folder itself so it stay in the repository +!/buildmimic/data/.gitkeep diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/LICENSE b/examples/mia/LOS/mimiciii_prepration/mimic-code/LICENSE new file mode 100644 index 00000000..13f2d828 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2019 MIT Laboratory for Computational Physiology + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/Makefile b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/Makefile new file mode 100644 index 00000000..e04a00f1 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/Makefile @@ -0,0 +1,327 @@ +# Config +PHYSIONETURL=https://physionet.org/files/mimiciii/1.4/ +PHYSIONETDEMOURL=https://physionet.org/works/MIMICIIIClinicalDatabaseDemo/ + +# Ensure that datadir ends in a slash +DATADIR := $(dir $(datadir)) +ifneq ($(datadir),$(DATADIR)) +DATADIR := $(datadir)/ +endif + + +# Set the following parameters to defaults +# These will be overwritten by settings passed to the makefile +DBNAME := mimic +DBUSER := postgres +DBPASS := postgres +DBSCHEMA := mimiciii + +# NOTE: you do not need to specify localhost/port +# in fact, this is detrimental if you want to use peer authentication +# "localhost" uses a loopback, so peer authentication doesn't work with it +DBHOST := +DBPORT := + +# when connecting, we use a single variable: DBSTRING +# **do not modify this** +# the create_mimic_user.sh script uses the above variables to create the DB/users +# so it's important to keep this DBSTRING consistent +DBSTRING := dbname=$(DBNAME) user=$(DBUSER) +ifneq ($(DBHOST),) +DBSTRING += host=$(DBHOST) +endif +ifneq ($(DBPORT),) +DBSTRING += port=$(DBPORT) +endif +ifneq ($(DBPASS),) +DBSTRING += password=$(DBPASS) +endif +# add ON_ERROR_STOP so scripts stop when they fail +DBSTRING += options=--search_path=$(DBSCHEMA) + +# if psql version is greater than 10, then we can use declarative partitioning +# this is done in the postgres_create_tables_pg10.sql file +PSQL_SERVER_VERSION := $(shell echo SHOW SERVER_VERSION_NUM | psql "$(DBSTRING)" -At) +PSQL_SERVER_GREATER_THAN_10 := $(shell /usr/bin/test $(PSQL_SERVER_VERSION) -ge 100000 ; echo $$?) +ifeq ($(PSQL_SERVER_GREATER_THAN_10),0) + PSQL_MAJOR_VERSION := _pg10 +endif + +help: + @echo 'Usage: make ' + @echo '' + @echo 'Targets:' + @echo ' mimic-download: Download MIMIC-III from PhysioNet' + @echo ' mimic-check: Check that the downloaded data is present' + @echo ' mimic-build: Build the MIMIC-III database' + @echo ' mimic-builder: Build the MIMIC-III database' + @echo ' mimic-build-gz: Build the MIMIC-III database' + @echo ' mimic_download_check: Download and check the MIMIC-III data' + @echo ' create-user: Create the MIMIC-III user, database, and schema' + @echo ' concepts: Add the MIMIC-III concepts to the database' + @echo ' extra_concept: Add the MIMIC-III extra concepts to the database' + @echo ' clean: Clean up the build directory' + @echo '' + @echo 'Variables:' + @echo ' datadir: The directory to download the MIMIC-III data to' + @echo ' physionetuser: The PhysioNet username to use for downloading the data' + @echo ' DBNAME: The name of the database to create' + @echo ' DBUSER: The name of the user to create' + @echo ' DBPASS: The password for the user' + @echo ' DBSCHEMA: The schema to create' + @echo ' DBHOST: The host to connect to' + @echo ' DBPORT: The port to connect to' + @echo '' + @echo 'Example:' + @echo ' make mimic-download datadir=/path/to/data +mimic-build:create-user mimic-builder concepts extra_concept +mimic_download_check: mimic-download mimic-check-csv + +create-user: + @echo '-------------------------------------' + @echo '-- Creating user, database, schema --' + @echo '-------------------------------------' + @echo '' + @sleep 2 + MIMIC_USER="$(DBUSER)" MIMIC_DB="$(DBNAME)" MIMIC_PASSWORD="$(DBPASS)" MIMIC_SCHEMA="$(DBSCHEMA)" DBHOST="$(DBHOST)" DBPORT="$(DBPORT)" ./create_mimic_user.sh + +mimic-build-gz: + @echo '------------------------' + @echo '-- Building MIMIC-III --' + @echo '------------------------' + @echo '' + @echo '---------------------' + @echo '-- Creating schema --' + @echo '---------------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -c "DROP SCHEMA IF EXISTS $(DBSCHEMA); CREATE SCHEMA $(DBSCHEMA);" + @echo '' + @echo '---------------------' + @echo '-- Creating tables --' + @echo '---------------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -f postgres_create_tables$(PSQL_MAJOR_VERSION).sql + @echo '' + @echo '------------------' + @echo '-- Loading data --' + @echo '------------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -f postgres_load_data_gz.sql -v mimic_data_dir=${datadir} + @echo '' + @echo '--------------------' + @echo '-- Adding indexes --' + @echo '--------------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -f postgres_add_indexes.sql + @echo '' + @echo '--------------------' + @echo '-- Adding comments --' + @echo '--------------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -f postgres_add_comments.sql + @echo '' + @echo '----------------' + @echo '-- Check data --' + @echo '----------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -f postgres_checks.sql + +mimic-builder: + @echo '------------------------' + @echo '-- Building MIMIC-III --' + @echo '------------------------' + @echo '' + @echo '---------------------' + @echo '-- Creating schema --' + @echo '---------------------' + @echo '' + @sleep 2 + @echo "DBSCHEMA is: $(DBSCHEMA)" + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -c "DROP SCHEMA IF EXISTS $(DBSCHEMA); CREATE SCHEMA $(DBSCHEMA);" + @echo '' + @echo '---------------------' + @echo '-- Creating tables --' + @echo '---------------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -f postgres_create_tables$(PSQL_MAJOR_VERSION).sql + @echo '' + @echo '------------------' + @echo '-- Loading data --' + @echo '------------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -f postgres_load_data.sql -v mimic_data_dir=${datadir} + @echo '' + @echo '--------------------' + @echo '-- Adding indexes --' + @echo '--------------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -f postgres_add_indexes.sql + @echo '' + @echo '--------------------' + @echo '-- Adding comments --' + @echo '--------------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -f postgres_add_comments.sql + @echo '' + @echo '----------------' + @echo '-- Check data --' + @echo '----------------' + @echo '' + @sleep 2 + psql "$(DBSTRING)" -v ON_ERROR_STOP=1 -f postgres_checks.sql + +mimic-download: + @echo '------------------------------------------' + @echo '-- Downloading MIMIC-III from PhysioNet --' + @echo '------------------------------------------' + @echo '' + @echo "DATADIR is $(DATADIR)"cd +ifeq ("$(physionetuser)","") + @echo 'Cannot download data: physionetuser variable is unset.' + @echo 'Call the makefile again with physionetuser=' + @echo ' e.g. make eicu-download datadir=/path/to/data physionetuser=hello@physionet.org' +else + wget --user $(physionetuser) --ask-password -P $(DATADIR) -A *.csv.gz -m -p -E -k -K -np -nd "$(PHYSIONETURL)" + @echo '------------------------------------------' + @echo '-- Unzipping downloaded files --' + @echo '------------------------------------------' + gunzip $(DATADIR)/*.csv.gz +endif + + + +#This is fairly inelegant and could be tidied with a for loop and an if to check for gzip, +#but need to maintain compatibility with Windows, which baffling lacks these things +mimic-check-gz: + @echo '' + @echo '-----------------------' + @echo '-- Checking for data --' + @echo '-----------------------' + @echo '' + @echo 'Data path: ' $(DATADIR) +ifeq ("$(wildcard $(DATADIR)ADMISSIONS.csv.gz)","") + @echo "Unable to find $(DATADIR)ADMISSIONS.csv.gz - exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)CALLOUT.csv.gz)","") + @echo "Unable to find $(DATADIR)CALLOUT.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)CAREGIVERS.csv.gz)","") + @echo "Unable to find $(DATADIR)CAREGIVERS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)CHARTEVENTS.csv.gz)","") + @echo "Unable to find $(DATADIR)CHARTEVENTS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)CPTEVENTS.csv.gz)","") + @echo "Unable to find $(DATADIR)CPTEVENTS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)DATETIMEEVENTS.csv.gz)","") + @echo "Unable to find $(DATADIR)DATETIMEEVENTS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)D_CPT.csv.gz)","") + @echo "Unable to find $(DATADIR)D_CPT.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)DIAGNOSES_ICD.csv.gz)","") + @echo "Unable to find $(DATADIR)DIAGNOSES_ICD.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)D_ICD_DIAGNOSES.csv.gz)","") + @echo "Unable to find $(DATADIR)D_ICD_DIAGNOSES.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)D_ICD_PROCEDURES.csv.gz)","") + @echo "Unable to find $(DATADIR)D_ICD_PROCEDURES.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)D_ITEMS.csv.gz)","") + @echo "Unable to find $(DATADIR)D_ITEMS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)D_LABITEMS.csv.gz)","") + @echo "Unable to find $(DATADIR)D_LABITEMS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)DRGCODES.csv.gz)","") + @echo "Unable to find $(DATADIR)DRGCODES.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)ICUSTAYS.csv.gz)","") + @echo "Unable to find $(DATADIR)ICUSTAYS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)INPUTEVENTS_CV.csv.gz)","") + @echo "Unable to find $(DATADIR)INPUTEVENTS_CV.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)INPUTEVENTS_MV.csv.gz)","") + @echo "Unable to find $(DATADIR)INPUTEVENTS_MV.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)LABEVENTS.csv.gz)","") + @echo "Unable to find $(DATADIR)LABEVENTS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)MICROBIOLOGYEVENTS.csv.gz)","") + @echo "Unable to find $(DATADIR)MICROBIOLOGYEVENTS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)NOTEEVENTS.csv.gz)","") + @echo "Unable to find $(DATADIR)NOTEEVENTS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)OUTPUTEVENTS.csv.gz)","") + @echo "Unable to find $(DATADIR)OUTPUTEVENTS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)PATIENTS.csv.gz)","") + @echo "Unable to find $(DATADIR)PATIENTS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)PRESCRIPTIONS.csv.gz)","") + @echo "Unable to find $(DATADIR)PRESCRIPTIONS.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)PROCEDUREEVENTS_MV.csv.gz)","") + @echo "Unable to find $(DATADIR)PROCEDUREEVENTS_MV.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)PROCEDURES_ICD.csv.gz)","") + @echo "Unable to find $(DATADIR)PROCEDURES_ICD.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)SERVICES.csv.gz)","") + @echo "Unable to find $(DATADIR)SERVICES.csv.gz. Exiting before build."; exit 1 +endif +ifeq ("$(wildcard $(DATADIR)TRANSFERS.csv.gz)","") + @echo "Unable to find $(DATADIR)TRANSFERS.csv.gz. Exiting before build."; exit 1 +endif + @echo 'All data present!' + @echo '' + +clean: + @echo + +concepts: + @echo '------------------------' + @echo '-- Building MIMIC-III --' + @echo '------------------------' + @echo '' + @echo '---------------------' + @echo '-- Adding concepts --' + @echo '---------------------' + @echo '' + @sleep 2 + @echo "DBSCHEMA is: $(DBSCHEMA)" + (cd ../concepts_postgres/ && \ + psql "dbname=mimic user=postgres password=postgres options=--search_path=$(DBSCHEMA)" -v ON_ERROR_STOP=1 -f postgres-functions.sql && \ + psql "dbname=mimic user=postgres password=postgres options=--search_path=$(DBSCHEMA)" -v ON_ERROR_STOP=1 -f postgres-make-concepts.sql) + cd ../concepts_postgres/diagnosis/ && \ + psql "dbname=mimic user=postgres password=postgres options=--search_path=$(DBSCHEMA)" -v ON_ERROR_STOP=1 -f ccs_dx.sql + + + + +extra_concept: + @echo '------------------------' + @echo '-- Building MIMIC-III --' + @echo '------------------------' + @echo '' + @sleep 2 + @echo 'Running niv-durations.sql' + psql -U ${DBUSER} "${DBSTRING}" -f ../../MIMIC_Extract/utils/niv-durations.sql + + + +.PHONY: help mimic clean \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/create_mimic_user.sh b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/create_mimic_user.sh new file mode 100755 index 00000000..772764ce --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/create_mimic_user.sh @@ -0,0 +1,68 @@ +#!/bin/bash +if [ -z ${MIMIC_PASSWORD+x} ]; then + echo "MIMIC_PASSWORD is unset"; + exit 1 +else + echo "MIMIC_PASSWORD is set"; +fi + +if [ -z ${MIMIC_DB+x} ]; then + MIMIC_DB=mimic + echo "MIMIC_DB is unset, using default '$MIMIC_DB'"; +else + echo "MIMIC_DB is set to '$MIMIC_DB'"; +fi + +if [ -z ${MIMIC_USER+x} ]; then + MIMIC_USER=postgres + echo "User is unset, using default '$MIMIC_USER'"; +else + echo "User is set to '$MIMIC_USER'"; +fi + +PSQL='psql' + +# add in the host/port, if they were specified (not null, -n) +# omitted the "+x" so we treat an empty string as equivalent to unset variable +if [ -n "${DBHOST}" ]; then + echo "Adding DBHOST ${DBHOST}" + PSQL=$PSQL' -h '$DBHOST +fi + +if [ -n "${DBPORT}" ]; then + echo "Adding DBPORT ${DBPORT}" + PSQL=$PSQL' -p '$DBPORT +fi + +if hash gosu 2>/dev/null; then + SUDO='gosu postgres' +else + SUDO='sudo -u postgres' +fi + +# check if SUDO is needed by checking if we can login with postgres without it +err2=`psql postgres postgres -c "select 1;" 2>&1 >/dev/null` + +if [[ $err2 == *"Peer authentication failed for user"* ]]; then + # we need to call sudo every time for postgres + echo 'Not logged in as postgres user. Script will require sudo.' + + echo "*** Ignore any warnings of the form: 'could not change directory to...' ***" + echo "These indicate you are running the script in a folder that the postgres user does not have access to." + echo "The script will still work - so these warnings can be safely ignored." + + PSQL=$SUDO' '$PSQL +fi + +# step 1) create user, if needed +if [ "$MIMIC_USER" != "postgres" ]; then + # we need to create this user via postgres + # use SUDO to login as postgres + $PSQL -U postgres -d postgres -c "DROP USER IF EXISTS $MIMIC_USER; CREATE USER $MIMIC_USER WITH PASSWORD '$MIMIC_PASSWORD';" +fi + +if [ "$MIMIC_DB" != "postgres" ]; then + # drop and recreate the database + $PSQL -U postgres -d postgres -c "DROP DATABASE IF EXISTS $MIMIC_DB;" + $PSQL -U postgres -d postgres -c "CREATE DATABASE $MIMIC_DB OWNER $MIMIC_USER;" +fi \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/data/.gitkeep b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/data/.gitkeep new file mode 100644 index 00000000..e69de29b diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/mimic-iii.yaml b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/mimic-iii.yaml new file mode 100644 index 00000000..be290961 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/mimic-iii.yaml @@ -0,0 +1,2339 @@ +# Configuration file for the MIMIC-III schema +# Table ADMISSIONS +databaseChangeLog: + - preConditions: + - runningAs: + username: postgres + - changeSet: + id: 1 + author: lcp + changes: + - createTable: + tableName: ADMISSIONS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: ADMITTIME + type: TIMESTAMP(0) + constraints: + nullable: false + - column: + name: DISCHTIME + type: TIMESTAMP(0) + constraints: + nullable: false + - column: + name: DEATHTIME + type: TIMESTAMP(0) + - column: + name: ADMISSION_TYPE + type: VARCHAR(50) + constraints: + nullable: false + - column: + name: ADMISSION_LOCATION + type: VARCHAR(50) + constraints: + nullable: false + - column: + name: DISCHARGE_LOCATION + type: VARCHAR(50) + constraints: + nullable: false + - column: + name: INSURANCE + type: VARCHAR(255) + constraints: + nullable: false + - column: + name: LANGUAGE + type: VARCHAR(10) + - column: + name: RELIGION + type: VARCHAR(50) + - column: + name: MARITAL_STATUS + type: VARCHAR(50) + - column: + name: ETHNICITY + type: VARCHAR(200) + constraints: + nullable: false + - column: + name: EDREGTIME + type: TIMESTAMP(0) + - column: + name: EDOUTTIME + type: TIMESTAMP(0) + - column: + name: DIAGNOSIS + type: VARCHAR(255) + - column: + name: HOSPITAL_EXPIRE_FLAG + type: SMALLINT + - column: + name: HAS_CHARTEVENTS_DATA + type: SMALLINT + constraints: + nullable: false +# Table CALLOUT + - changeSet: + id: 2 + author: lcp + changes: + - createTable: + tableName: CALLOUT + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: SUBMIT_WARDID + type: INT + - column: + name: SUBMIT_CAREUNIT + type: VARCHAR(15) + - column: + name: CURR_WARDID + type: INT + - column: + name: CURR_CAREUNIT + type: VARCHAR(15) + - column: + name: CALLOUT_WARDID + type: INT + - column: + name: CALLOUT_SERVICE + type: VARCHAR(10) + constraints: + nullable: false + - column: + name: REQUEST_TELE + type: SMALLINT + constraints: + nullable: false + - column: + name: REQUEST_RESP + type: SMALLINT + constraints: + nullable: false + - column: + name: REQUEST_CDIFF + type: SMALLINT + constraints: + nullable: false + - column: + name: REQUEST_MRSA + type: SMALLINT + constraints: + nullable: false + - column: + name: REQUEST_VRE + type: SMALLINT + constraints: + nullable: false + - column: + name: CALLOUT_STATUS + type: VARCHAR(20) + constraints: + nullable: false + - column: + name: CALLOUT_OUTCOME + type: VARCHAR(20) + constraints: + nullable: false + - column: + name: DISCHARGE_WARDID + type: INT + - column: + name: ACKNOWLEDGE_STATUS + type: VARCHAR(20) + constraints: + nullable: false + - column: + name: CREATETIME + type: TIMESTAMP(0) + constraints: + nullable: false + - column: + name: UPDATETIME + type: TIMESTAMP(0) + constraints: + nullable: false + - column: + name: ACKNOWLEDGETIME + type: TIMESTAMP(0) + - column: + name: OUTCOMETIME + type: TIMESTAMP(0) + constraints: + nullable: false + - column: + name: FIRSTRESERVATIONTIME + type: TIMESTAMP(0) + - column: + name: CURRENTRESERVATIONTIME + type: TIMESTAMP(0) +# Table CAREGIVERS + - changeSet: + id: 3 + author: lcp + changes: + - createTable: + tableName: CAREGIVERS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: CGID + type: INT + constraints: + nullable: false + - column: + name: LABEL + type: VARCHAR(15) + - column: + name: DESCRIPTION + type: VARCHAR(30) +# Table CHARTEVENTS + - changeSet: + id: 4 + author: lcp + changes: + - createTable: + tableName: CHARTEVENTS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + - column: + name: ICUSTAY_ID + type: INT + - column: + name: ITEMID + type: INT + - column: + name: CHARTTIME + type: TIMESTAMP(0) + - column: + name: STORETIME + type: TIMESTAMP(0) + - column: + name: CGID + type: INT + - column: + name: VALUE + type: VARCHAR(255) + - column: + name: VALUENUM + type: DOUBLE PRECISION + - column: + name: VALUEUOM + type: VARCHAR(50) + - column: + name: WARNING + type: INT + - column: + name: ERROR + type: INT + - column: + name: RESULTSTATUS + type: VARCHAR(50) + - column: + name: STOPPED + type: VARCHAR(50) + # PARTITION for Table CHARTEVENTS + # -- CREATE CHARTEVENTS TABLE + # CREATE TABLE chartevents_1 ( CHECK ( itemid >= 1 AND itemid < 210 )) INHERITS (chartevents); + # CREATE TABLE chartevents_2 ( CHECK ( itemid >= 210 AND itemid < 250 )) INHERITS (chartevents); + # CREATE TABLE chartevents_3 ( CHECK ( itemid >= 250 AND itemid < 614 )) INHERITS (chartevents); + # CREATE TABLE chartevents_4 ( CHECK ( itemid >= 614 AND itemid < 640 )) INHERITS (chartevents); + # CREATE TABLE chartevents_5 ( CHECK ( itemid >= 640 AND itemid < 742 )) INHERITS (chartevents); + # CREATE TABLE chartevents_6 ( CHECK ( itemid >= 742 AND itemid < 1800 )) INHERITS (chartevents); + # CREATE TABLE chartevents_7 ( CHECK ( itemid >= 1800 AND itemid < 2700 )) INHERITS (chartevents); + # CREATE TABLE chartevents_8 ( CHECK ( itemid >= 2700 AND itemid < 3700 )) INHERITS (chartevents); + # CREATE TABLE chartevents_9 ( CHECK ( itemid >= 3700 AND itemid < 4700 )) INHERITS (chartevents); + # CREATE TABLE chartevents_10 ( CHECK ( itemid >= 4700 AND itemid < 6000 )) INHERITS (chartevents); + # CREATE TABLE chartevents_11 ( CHECK ( itemid >= 6000 AND itemid < 7000 )) INHERITS (chartevents); + # CREATE TABLE chartevents_12 ( CHECK ( itemid >= 7000 AND itemid < 8000 )) INHERITS (chartevents); + # CREATE TABLE chartevents_13 ( CHECK ( itemid >= 8000 AND itemid < 220074 )) INHERITS (chartevents); + # CREATE TABLE chartevents_14 ( CHECK ( itemid >= 220074 AND itemid < 323769 )) INHERITS (chartevents); + # + # -- CREATE CHARTEVENTS TRIGGER + # CREATE OR REPLACE FUNCTION chartevents_insert_trigger() + # RETURNS TRIGGER AS $$ + # BEGIN + # IF ( NEW.itemid >= 1 AND NEW.itemid < 210 ) THEN INSERT INTO chartevents_1 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 210 AND NEW.itemid < 250 ) THEN INSERT INTO chartevents_2 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 250 AND NEW.itemid < 614 ) THEN INSERT INTO chartevents_3 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 614 AND NEW.itemid < 640 ) THEN INSERT INTO chartevents_4 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 640 AND NEW.itemid < 742 ) THEN INSERT INTO chartevents_5 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 742 AND NEW.itemid < 1800 ) THEN INSERT INTO chartevents_6 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 1800 AND NEW.itemid < 2700 ) THEN INSERT INTO chartevents_7 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 2700 AND NEW.itemid < 3700 ) THEN INSERT INTO chartevents_8 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 3700 AND NEW.itemid < 4700 ) THEN INSERT INTO chartevents_9 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 4700 AND NEW.itemid < 6000 ) THEN INSERT INTO chartevents_10 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 6000 AND NEW.itemid < 7000 ) THEN INSERT INTO chartevents_11 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 7000 AND NEW.itemid < 8000 ) THEN INSERT INTO chartevents_12 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 8000 AND NEW.itemid < 220074 ) THEN INSERT INTO chartevents_13 VALUES (NEW.*); + # ELSIF ( NEW.itemid >= 220074 AND NEW.itemid < 323769 ) THEN INSERT INTO chartevents_14 VALUES (NEW.*); + # ELSE + # INSERT INTO chartevents_null VALUES (NEW.*); + # END IF; + # RETURN NULL; + # END; + # $$ + # LANGUAGE plpgsql; + # + # CREATE TRIGGER insert_chartevents_trigger + # BEFORE INSERT ON chartevents + # FOR EACH ROW EXECUTE PROCEDURE chartevents_insert_trigger(); + # +# #Table CPTEVENTS + - changeSet: + id: 5 + author: lcp + changes: + - createTable: + tableName: CPTEVENTS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: COSTCENTER + type: VARCHAR(10) + constraints: + nullable: false + - column: + name: CHARTDATE + type: TIMESTAMP(0) + - column: + name: CPT_CD + type: VARCHAR(10) + constraints: + nullable: false + - column: + name: CPT_NUMBER + type: INT + - column: + name: CPT_SUFFIX + type: VARCHAR(5) + - column: + name: TICKET_ID_SEQ + type: INT + - column: + name: SECTIONHEADER + type: VARCHAR(50) + - column: + name: SUBSECTIONHEADER + type: VARCHAR(255) + - column: + name: DESCRIPTION + type: VARCHAR(200) +# Table DATETIMEEVENTS + - changeSet: + id: 6 + author: lcp + changes: + - createTable: + tableName: DATETIMEEVENTS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + - column: + name: ICUSTAY_ID + type: INT + - column: + name: ITEMID + type: INT + constraints: + nullable: false + - column: + name: CHARTTIME + type: TIMESTAMP(0) + constraints: + nullable: false + - column: + name: STORETIME + type: TIMESTAMP(0) + constraints: + nullable: false + - column: + name: CGID + type: INT + constraints: + nullable: false + - column: + name: VALUE + type: TIMESTAMP(0) + - column: + name: VALUEUOM + type: VARCHAR(50) + constraints: + nullable: false + - column: + name: WARNING + type: SMALLINT + - column: + name: ERROR + type: SMALLINT + - column: + name: RESULTSTATUS + type: VARCHAR(50) + - column: + name: STOPPED + type: VARCHAR(50) +# Table DIAGNOSES_ICD + - changeSet: + id: 7 + author: lcp + changes: + - createTable: + tableName: DIAGNOSES_ICD + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: SEQ_NUM + type: INT + - column: + name: ICD9_CODE + type: VARCHAR(20) +# Table DRGCODES + - changeSet: + id: 8 + author: lcp + changes: + - createTable: + tableName: DRGCODES + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: DRG_TYPE + type: VARCHAR(20) + constraints: + nullable: false + - column: + name: DRG_CODE + type: VARCHAR(20) + constraints: + nullable: false + - column: + name: DESCRIPTION + type: VARCHAR(255) + - column: + name: DRG_SEVERITY + type: SMALLINT + - column: + name: DRG_MORTALITY + type: SMALLINT +# Table D_CPT + - changeSet: + id: 9 + author: lcp + changes: + - createTable: + tableName: D_CPT + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: CATEGORY + type: SMALLINT + constraints: + nullable: false + - column: + name: SECTIONRANGE + type: VARCHAR(100) + constraints: + nullable: false + - column: + name: SECTIONHEADER + type: VARCHAR(50) + constraints: + nullable: false + - column: + name: SUBSECTIONRANGE + type: VARCHAR(100) + constraints: + nullable: false + - column: + name: SUBSECTIONHEADER + type: VARCHAR(255) + constraints: + nullable: false + - column: + name: CODESUFFIX + type: VARCHAR(5) + - column: + name: MINCODEINSUBSECTION + type: INT + constraints: + nullable: false + - column: + name: MAXCODEINSUBSECTION + type: INT + constraints: + nullable: false +# Table D_ICD_DIAGNOSES + - changeSet: + id: 10 + author: lcp + changes: + - createTable: + tableName: D_ICD_DIAGNOSES + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: ICD9_CODE + type: VARCHAR(10) + constraints: + nullable: false + - column: + name: SHORT_TITLE + type: VARCHAR(50) + constraints: + nullable: false + - column: + name: LONG_TITLE + type: VARCHAR(255) + constraints: + nullable: false +# Table D_ICD_PROCEDURES + - changeSet: + id: 11 + author: lcp + changes: + - createTable: + tableName: D_ICD_PROCEDURES + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: ICD9_CODE + type: VARCHAR(10) + constraints: + nullable: false + - column: + name: SHORT_TITLE + type: VARCHAR(50) + constraints: + nullable: false + - column: + name: LONG_TITLE + type: VARCHAR(255) + constraints: + nullable: false +# Table D_ITEMS + - changeSet: + id: 12 + author: lcp + changes: + - createTable: + tableName: D_ITEMS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: ITEMID + type: INT + constraints: + nullable: false + - column: + name: LABEL + type: VARCHAR(200) + - column: + name: ABBREVIATION + type: VARCHAR(100) + - column: + name: DBSOURCE + type: VARCHAR(20) + - column: + name: LINKSTO + type: VARCHAR(50) + - column: + name: CATEGORY + type: VARCHAR(100) + - column: + name: UNITNAME + type: VARCHAR(100) + - column: + name: PARAM_TYPE + type: VARCHAR(30) + - column: + name: CONCEPTID + type: INT +# Table D_LABITEMS + - changeSet: + id: 13 + author: lcp + changes: + - createTable: + tableName: D_LABITEMS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: ITEMID + type: INT + constraints: + nullable: false + - column: + name: LABEL + type: VARCHAR(100) + constraints: + nullable: false + - column: + name: FLUID + type: VARCHAR(100) + constraints: + nullable: false + - column: + name: CATEGORY + type: VARCHAR(100) + constraints: + nullable: false + - column: + name: LOINC_CODE + type: VARCHAR(100) +# Table ICUSTAYS + - changeSet: + id: 14 + author: lcp + changes: + - createTable: + tableName: ICUSTAYS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: ICUSTAY_ID + type: INT + constraints: + nullable: false + - column: + name: DBSOURCE + type: VARCHAR(20) + constraints: + nullable: false + - column: + name: FIRST_CAREUNIT + type: VARCHAR(20) + constraints: + nullable: false + - column: + name: LAST_CAREUNIT + type: VARCHAR(20) + constraints: + nullable: false + - column: + name: FIRST_WARDID + type: SMALLINT + constraints: + nullable: false + - column: + name: LAST_WARDID + type: SMALLINT + constraints: + nullable: false + - column: + name: INTIME + type: TIMESTAMP(0) + constraints: + nullable: false + - column: + name: OUTTIME + type: TIMESTAMP(0) + - column: + name: LOS + type: DOUBLE PRECISION +# Table INPUTEVENTS_CV + - changeSet: + id: 15 + author: lcp + changes: + - createTable: + tableName: INPUTEVENTS_CV + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + - column: + name: ICUSTAY_ID + type: INT + - column: + name: CHARTTIME + type: TIMESTAMP(0) + - column: + name: ITEMID + type: INT + - column: + name: AMOUNT + type: DOUBLE PRECISION + - column: + name: AMOUNTUOM + type: VARCHAR(30) + - column: + name: RATE + type: DOUBLE PRECISION + - column: + name: RATEUOM + type: VARCHAR(30) + - column: + name: STORETIME + type: TIMESTAMP(0) + - column: + name: CGID + type: INT + - column: + name: ORDERID + type: INT + - column: + name: LINKORDERID + type: INT + - column: + name: STOPPED + type: VARCHAR(30) + - column: + name: NEWBOTTLE + type: INT + - column: + name: ORIGINALAMOUNT + type: DOUBLE PRECISION + - column: + name: ORIGINALAMOUNTUOM + type: VARCHAR(30) + - column: + name: ORIGINALROUTE + type: VARCHAR(30) + - column: + name: ORIGINALRATE + type: DOUBLE PRECISION + - column: + name: ORIGINALRATEUOM + type: VARCHAR(30) + - column: + name: ORIGINALSITE + type: VARCHAR(30) +# Table INPUTEVENTS_MV + - changeSet: + id: 16 + author: lcp + changes: + - createTable: + tableName: INPUTEVENTS_MV + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + - column: + name: ICUSTAY_ID + type: INT + - column: + name: STARTTIME + type: TIMESTAMP(0) + - column: + name: ENDTIME + type: TIMESTAMP(0) + - column: + name: ITEMID + type: INT + - column: + name: AMOUNT + type: DOUBLE PRECISION + - column: + name: AMOUNTUOM + type: VARCHAR(30) + - column: + name: RATE + type: DOUBLE PRECISION + - column: + name: RATEUOM + type: VARCHAR(30) + - column: + name: STORETIME + type: TIMESTAMP(0) + - column: + name: CGID + type: INT + - column: + name: ORDERID + type: INT + - column: + name: LINKORDERID + type: INT + - column: + name: ORDERCATEGORYNAME + type: VARCHAR(100) + - column: + name: SECONDARYORDERCATEGORYNAME + type: VARCHAR(100) + - column: + name: ORDERCOMPONENTTYPEDESCRIPTION + type: VARCHAR(200) + - column: + name: ORDERCATEGORYDESCRIPTION + type: VARCHAR(50) + - column: + name: PATIENTWEIGHT + type: DOUBLE PRECISION + - column: + name: TOTALAMOUNT + type: DOUBLE PRECISION + - column: + name: TOTALAMOUNTUOM + type: VARCHAR(50) + - column: + name: ISOPENBAG + type: SMALLINT + - column: + name: CONTINUEINNEXTDEPT + type: SMALLINT + - column: + name: CANCELREASON + type: SMALLINT + - column: + name: STATUSDESCRIPTION + type: VARCHAR(30) + - column: + name: COMMENTS_EDITEDBY + type: VARCHAR(30) + - column: + name: COMMENTS_CANCELEDBY + type: VARCHAR(40) + - column: + name: COMMENTS_DATE + type: TIMESTAMP(0) + - column: + name: ORIGINALAMOUNT + type: DOUBLE PRECISION + - column: + name: ORIGINALRATE + type: DOUBLE PRECISION +# Table LABEVENTS + - changeSet: + id: 17 + author: lcp + changes: + - createTable: + tableName: LABEVENTS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + - column: + name: ITEMID + type: INT + constraints: + nullable: false + - column: + name: CHARTTIME + type: TIMESTAMP(0) + - column: + name: VALUE + type: VARCHAR(200) + - column: + name: VALUENUM + type: DOUBLE PRECISION + - column: + name: VALUEUOM + type: VARCHAR(20) + - column: + name: FLAG + type: VARCHAR(20) +# Table MICROBIOLOGYEVENTS + - changeSet: + id: 18 + author: lcp + changes: + - createTable: + tableName: MICROBIOLOGYEVENTS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + - column: + name: CHARTDATE + type: TIMESTAMP(0) + - column: + name: CHARTTIME + type: TIMESTAMP(0) + - column: + name: SPEC_ITEMID + type: INT + - column: + name: SPEC_TYPE_DESC + type: VARCHAR(100) + - column: + name: ORG_ITEMID + type: INT + - column: + name: ORG_NAME + type: VARCHAR(100) + - column: + name: ISOLATE_NUM + type: SMALLINT + - column: + name: AB_ITEMID + type: INT + - column: + name: AB_NAME + type: VARCHAR(30) + - column: + name: DILUTION_TEXT + type: VARCHAR(10) + - column: + name: DILUTION_COMPARISON + type: VARCHAR(20) + - column: + name: DILUTION_VALUE + type: DOUBLE PRECISION + - column: + name: INTERPRETATION + type: VARCHAR(5) +# Table NOTEEVENTS + - changeSet: + id: 19 + author: lcp + changes: + - createTable: + tableName: NOTEEVENTS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + - column: + name: CHARTDATE + type: TIMESTAMP(0) + - column: + name: CHARTTIME + type: TIMESTAMP(0) + - column: + name: STORETIME + type: TIMESTAMP(0) + - column: + name: CATEGORY + type: VARCHAR(50) + - column: + name: DESCRIPTION + type: VARCHAR(255) + - column: + name: CGID + type: INT + - column: + name: ISERROR + type: CHAR(1) + - column: + name: TEXT + type: TEXT +# Table OUTPUTEVENTS + - changeSet: + id: 20 + author: lcp + changes: + - createTable: + tableName: OUTPUTEVENTS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + - column: + name: ICUSTAY_ID + type: INT + - column: + name: CHARTTIME + type: TIMESTAMP(0) + - column: + name: ITEMID + type: INT + - column: + name: VALUE + type: DOUBLE PRECISION + - column: + name: VALUEUOM + type: VARCHAR(30) + - column: + name: STORETIME + type: TIMESTAMP(0) + - column: + name: CGID + type: INT + - column: + name: STOPPED + type: VARCHAR(30) + - column: + name: NEWBOTTLE + type: CHAR(1) + - column: + name: ISERROR + type: INT +# Table PATIENTS + - changeSet: + id: 21 + author: lcp + changes: + - createTable: + tableName: PATIENTS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: GENDER + type: VARCHAR(5) + constraints: + nullable: false + - column: + name: DOB + type: TIMESTAMP(0) + constraints: + nullable: false + - column: + name: DOD + type: TIMESTAMP(0) + - column: + name: DOD_HOSP + type: TIMESTAMP(0) + - column: + name: DOD_SSN + type: TIMESTAMP(0) + - column: + name: EXPIRE_FLAG + type: INT + constraints: + nullable: false +# Table PRESCRIPTIONS + - changeSet: + id: 22 + author: lcp + changes: + - createTable: + tableName: PRESCRIPTIONS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: ICUSTAY_ID + type: INT + - column: + name: STARTDATE + type: TIMESTAMP(0) + - column: + name: ENDDATE + type: TIMESTAMP(0) + - column: + name: DRUG_TYPE + type: VARCHAR(100) + constraints: + nullable: false + - column: + name: DRUG + type: VARCHAR(100) + constraints: + nullable: false + - column: + name: DRUG_NAME_POE + type: VARCHAR(100) + - column: + name: DRUG_NAME_GENERIC + type: VARCHAR(100) + - column: + name: FORMULARY_DRUG_CD + type: VARCHAR(120) + - column: + name: GSN + type: VARCHAR(200) + - column: + name: NDC + type: VARCHAR(120) + - column: + name: PROD_STRENGTH + type: VARCHAR(120) + - column: + name: DOSE_VAL_RX + type: VARCHAR(120) + - column: + name: DOSE_UNIT_RX + type: VARCHAR(120) + - column: + name: FORM_VAL_DISP + type: VARCHAR(120) + - column: + name: FORM_UNIT_DISP + type: VARCHAR(120) + - column: + name: ROUTE + type: VARCHAR(120) +# Table PROCEDUREEVENTS_MV + - changeSet: + id: 23 + author: lcp + changes: + - createTable: + tableName: PROCEDUREEVENTS_MV + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: ICUSTAY_ID + type: INT + - column: + name: STARTTIME + type: TIMESTAMP(0) + - column: + name: ENDTIME + type: TIMESTAMP(0) + - column: + name: ITEMID + type: INT + - column: + name: VALUE + type: DOUBLE PRECISION + - column: + name: VALUEUOM + type: VARCHAR(30) + - column: + name: LOCATION + type: VARCHAR(30) + - column: + name: LOCATIONCATEGORY + type: VARCHAR(30) + - column: + name: STORETIME + type: TIMESTAMP(0) + - column: + name: CGID + type: INT + - column: + name: ORDERID + type: INT + - column: + name: LINKORDERID + type: INT + - column: + name: ORDERCATEGORYNAME + type: VARCHAR(100) + - column: + name: SECONDARYORDERCATEGORYNAME + type: VARCHAR(100) + - column: + name: ORDERCATEGORYDESCRIPTION + type: VARCHAR(50) + - column: + name: ISOPENBAG + type: SMALLINT + - column: + name: CONTINUEINNEXTDEPT + type: SMALLINT + - column: + name: CANCELREASON + type: SMALLINT + - column: + name: STATUSDESCRIPTION + type: VARCHAR(30) + - column: + name: COMMENTS_EDITEDBY + type: VARCHAR(30) + - column: + name: COMMENTS_CANCELEDBY + type: VARCHAR(30) + - column: + name: COMMENTS_DATE + type: TIMESTAMP(0) +# Table PROCEDURES_ICD + - changeSet: + id: 24 + author: lcp + changes: + - createTable: + tableName: PROCEDURES_ICD + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: SEQ_NUM + type: INT + constraints: + nullable: false + - column: + name: ICD9_CODE + type: VARCHAR(20) + constraints: + nullable: false +# Table SERVICES + - changeSet: + id: 25 + author: lcp + changes: + - createTable: + tableName: SERVICES + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: TRANSFERTIME + type: TIMESTAMP(0) + constraints: + nullable: false + - column: + name: PREV_SERVICE + type: VARCHAR(20) + - column: + name: CURR_SERVICE + type: VARCHAR(20) +# Table TRANSFERS + - changeSet: + id: 26 + author: lcp + changes: + - createTable: + tableName: TRANSFERS + columns: + - column: + name: ROW_ID + type: INT + constraints: + nullable: false + - column: + name: SUBJECT_ID + type: INT + constraints: + nullable: false + - column: + name: HADM_ID + type: INT + constraints: + nullable: false + - column: + name: ICUSTAY_ID + type: INT + - column: + name: DBSOURCE + type: VARCHAR(20) + - column: + name: EVENTTYPE + type: VARCHAR(20) + - column: + name: PREV_CAREUNIT + type: VARCHAR(20) + - column: + name: CURR_CAREUNIT + type: VARCHAR(20) + - column: + name: PREV_WARDID + type: SMALLINT + - column: + name: CURR_WARDID + type: SMALLINT + - column: + name: INTIME + type: TIMESTAMP(0) + - column: + name: OUTTIME + type: TIMESTAMP(0) + - column: + name: LOS + type: DOUBLE PRECISION +# ---------------------------- # +# Primary keys and constraints # +# ---------------------------- # + - changeSet: + id: add-admissions-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: adm_rowid_pk + tableName: admissions + - addUniqueConstraint: + columnNames: HADM_ID + constraintName: adm_hadm_unique + tableName: admissions + - changeSet: + id: add-callout-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: callout_rowid_pk + tableName: callout + - changeSet: + id: add-caregivers-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: cg_rowid_pk + tableName: caregivers + - addUniqueConstraint: + columnNames: CGID + constraintName: cg_cgid_unique + tableName: caregivers + - changeSet: + id: add-chartevents-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: chartevents_rowid_pk + tableName: chartevents + - changeSet: + id: add-cptevents-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: cpt_rowid_pk + tableName: cptevents + - changeSet: + id: add-datetimeevents-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: datetime_rowid_pk + tableName: datetimeevents + - changeSet: + id: add-diagnoses_icd-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: diagnosesicd_rowid_pk + tableName: diagnoses_icd + - changeSet: + id: add-drgcodes-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: drg_rowid_pk + tableName: drgcodes + - changeSet: + id: add-d_cpt-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: dcpt_rowid_pk + tableName: d_cpt + - addUniqueConstraint: + columnNames: SUBSECTIONRANGE + constraintName: dcpt_ssrange_unique + tableName: d_cpt + - changeSet: + id: add-d_icd_diagnoses-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: d_icd_diag_rowid_pk + tableName: d_icd_diagnoses + - addUniqueConstraint: + columnNames: ICD9_CODE + constraintName: d_icd_diag_code_unique + tableName: d_icd_diagnoses + - changeSet: + id: add-d_icd_procedures-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: d_icd_proc_rowid_pk + tableName: d_icd_procedures + - addUniqueConstraint: + columnNames: ICD9_CODE + constraintName: d_icd_proc_code_unique + tableName: d_icd_procedures + - changeSet: + id: add-d_items-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: ditems_rowid_pk + tableName: d_items + - addUniqueConstraint: + columnNames: ITEMID + constraintName: ditems_itemid_unique + tableName: d_items + - changeSet: + id: add-d_labitems-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: dlabitems_rowid_pk + tableName: d_labitems + - addUniqueConstraint: + columnNames: ITEMID + constraintName: dlabitems_itemid_unique + tableName: d_labitems + - changeSet: + id: add-icustays-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: icustay_rowid_pk + tableName: icustays + - addUniqueConstraint: + columnNames: ICUSTAY_ID + constraintName: icustay_icustayid_unique + tableName: icustays + - changeSet: + id: add-inputevents_cv-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: inputevents_cv_rowid_pk + tableName: inputevents_cv + - changeSet: + id: add-inputevents_mv-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: inputevents_mv_rowid_pk + tableName: inputevents_mv + - changeSet: + id: add-labevents-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: labevents_rowid_pk + tableName: labevents + - changeSet: + id: add-microbiologyevents-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: micro_rowid_pk + tableName: microbiologyevents + - changeSet: + id: add-noteevents-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: noteevents_rowid_pk + tableName: noteevents + - changeSet: + id: add-outputevents-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: outputevents_cv_rowid_pk + tableName: outputevents + - changeSet: + id: add-patients-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: pat_rowid_pk + tableName: patients + - addUniqueConstraint: + columnNames: SUBJECT_ID + constraintName: pat_subid_unique + tableName: patients + - changeSet: + id: add-prescriptions-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: prescription_rowid_pk + tableName: prescriptions + - changeSet: + id: add-procedureevents-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: procedureevents_mv_rowid_pk + tableName: procedureevents + - changeSet: + id: add-procedures_icd-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: proceduresicd_rowid_pk + tableName: procedures_icd + - changeSet: + id: add-services-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: services_rowid_pk + tableName: services + - changeSet: + id: add-transfers-constraints + author: lcp + changes: + - addPrimaryKey: + columnNames: ROW_ID + constraintName: transfers_rowid_pk + tableName: transfers +# --------------------------------- # +# Indexes # +# --------------------------------- # + - changeSet: + id: createIndex-ADMISSIONS + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: ADMISSIONS_IDX01 + tableName: ADMISSIONS + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: ADMISSIONS_IDX02 + tableName: ADMISSIONS + unique: false + - changeSet: + id: createIndex-CALLOUT + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: CALLOUT_IDX01 + tableName: CALLOUT + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: CALLOUT_IDX02 + tableName: CALLOUT + unique: false +# TODO: chartevents + - changeSet: + id: createIndex-CPTEVENTS + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: CPTEVENTS_idx01 + tableName: CPTEVENTS + unique: false + - createIndex: + columns: + - column: + name: CPT_CD + type: varchar(10) + indexName: CPTEVENTS_idx02 + tableName: CPTEVENTS + unique: false + - changeSet: + id: createIndex-D_ICD_DIAG + author: lcp + changes: + - createIndex: + columns: + - column: + name: ICD9_CODE + type: varchar(10) + indexName: D_ICD_DIAG_idx01 + tableName: D_ICD_DIAGNOSES + unique: false + - createIndex: + columns: + - column: + name: LONG_TITLE + type: varchar(255) + indexName: D_ICD_DIAG_idx02 + tableName: D_ICD_DIAGNOSES + unique: false + - changeSet: + id: createIndex-D_ICD_PROC + author: lcp + changes: + - createIndex: + columns: + - column: + name: ICD9_CODE + type: varchar(10) + indexName: D_ICD_PROC_idx01 + tableName: D_ICD_PROCEDURES + unique: false + - createIndex: + columns: + - column: + name: LONG_TITLE + type: varchar(255) + indexName: D_ICD_PROC_idx02 + tableName: D_ICD_PROCEDURES + unique: false + - changeSet: + id: createIndex-D_ITEMS + author: lcp + changes: + - createIndex: + columns: + - column: + name: itemid + type: int + indexName: D_ITEMS_idx01 + tableName: D_ITEMS + unique: false + - createIndex: + columns: + - column: + name: LABEL + type: varchar(100) + indexName: D_ITEMS_idx02 + tableName: D_ITEMS + unique: false + - changeSet: + id: createIndex-D_LABITEMS + author: lcp + changes: + - createIndex: + columns: + - column: + name: itemid + type: int + indexName: D_LABITEMS_idx01 + tableName: D_LABITEMS + unique: false + - createIndex: + columns: + - column: + name: LABEL + type: varchar(100) + indexName: D_LABITEMS_idx02 + tableName: D_LABITEMS + unique: false + - createIndex: + columns: + - column: + name: LOINC_CODE + type: ??? + indexName: D_LABITEMS_idx03 + tableName: D_LABITEMS + unique: false + - changeSet: + id: createIndex-DATETIMEEVENTS + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: DATETIMEEVENTS_idx01 + tableName: DATETIMEEVENTS + unique: false + - createIndex: + columns: + - column: + name: itemid + type: int + indexName: DATETIMEEVENTS_idx02 + tableName: DATETIMEEVENTS + unique: false + - createIndex: + columns: + - column: + name: icustay_id + type: int + indexName: DATETIMEEVENTS_idx03 + tableName: DATETIMEEVENTS + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: DATETIMEEVENTS_idx04 + tableName: DATETIMEEVENTS + unique: false + - changeSet: + id: createIndex-DIAGNOSES_ICD + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: DIAGNOSES_ICD_idx01 + tableName: DIAGNOSES_ICD + unique: false + - createIndex: + columns: + - column: + name: ICD9_CODE + type: varchar(10) + indexName: DIAGNOSES_ICD_idx02 + tableName: DIAGNOSES_ICD + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: DIAGNOSES_ICD_idx03 + tableName: DIAGNOSES_ICD + unique: false + - changeSet: + id: createIndex-DRGCODES + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: DRGCODES_idx01 + tableName: DRGCODES + unique: false + - createIndex: + columns: + - column: + name: DRG_CODE + type: varchar(20) + indexName: DRGCODES_idx02 + tableName: DRGCODES + unique: false + - createIndex: + columns: + - column: + name: DESCRIPTION + type: varchar(255) + indexName: DRGCODES_idx03 + tableName: DRGCODES + unique: false + - changeSet: + id: createIndex-ICUSTAYS + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: ICUSTAYS_idx01 + tableName: ICUSTAYS + unique: false + - createIndex: + columns: + - column: + name: icustay_id + type: int + indexName: ICUSTAYS_idx02 + tableName: ICUSTAYS + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: ICUSTAYS_idx03 + tableName: ICUSTAYS + unique: false + - changeSet: + id: createIndex-INPUTEVENTS_CV + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: INPUTEVENTS_CV_idx01 + tableName: INPUTEVENTS_CV + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: INPUTEVENTS_CV_idx02 + tableName: INPUTEVENTS_CV + unique: false + - createIndex: + columns: + - column: + name: icustay_id + type: int + indexName: INPUTEVENTS_CV_idx03 + tableName: INPUTEVENTS_CV + unique: false + - createIndex: + columns: + - column: + name: itemid + type: int + indexName: INPUTEVENTS_CV_idx04 + tableName: INPUTEVENTS_CV + unique: false + - changeSet: + id: createIndex-INPUTEVENTS_MV + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: INPUTEVENTS_MV_idx01 + tableName: INPUTEVENTS_MV + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: INPUTEVENTS_MV_idx02 + tableName: INPUTEVENTS_MV + unique: false + - createIndex: + columns: + - column: + name: icustay_id + type: int + indexName: INPUTEVENTS_MV_idx03 + tableName: INPUTEVENTS_MV + unique: false + - createIndex: + columns: + - column: + name: itemid + type: int + indexName: INPUTEVENTS_MV_idx04 + tableName: INPUTEVENTS_MV + unique: false + - changeSet: + id: createIndex-LABEVENTS + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: LABEVENTS_idx01 + tableName: LABEVENTS + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: LABEVENTS_idx02 + tableName: LABEVENTS + unique: false + - createIndex: + columns: + - column: + name: itemid + type: int + indexName: LABEVENTS_idx03 + tableName: LABEVENTS + unique: false + - changeSet: + id: createIndex-MICROBIOLOGYEVENTS + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: MICROBIOLOGYEVENTS_idx01 + tableName: MICROBIOLOGYEVENTS + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: MICROBIOLOGYEVENTS_idx02 + tableName: MICROBIOLOGYEVENTS + unique: false + - changeSet: + id: createIndex-NOTEEVENTS + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: NOTEEVENTS_idx01 + tableName: NOTEEVENTS + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: NOTEEVENTS_idx02 + tableName: NOTEEVENTS + unique: false + - createIndex: + columns: + - column: + name: CATEGORY + type: varchar(50) + indexName: NOTEEVENTS_idx03 + tableName: NOTEEVENTS + unique: false + - changeSet: + id: createIndex-OUTPUTEVENTS + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: OUTPUTEVENTS_idx01 + tableName: OUTPUTEVENTS + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: OUTPUTEVENTS_idx02 + tableName: OUTPUTEVENTS + unique: false + - createIndex: + columns: + - column: + name: icustay_id + type: int + indexName: OUTPUTEVENTS_idx03 + tableName: OUTPUTEVENTS + unique: false + - createIndex: + columns: + - column: + name: itemid + type: int + indexName: OUTPUTEVENTS_idx04 + tableName: OUTPUTEVENTS + unique: false + - changeSet: + id: createIndex-PRESCRIPTIONS + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: PRESCRIPTIONS_idx01 + tableName: PRESCRIPTIONS + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: PRESCRIPTIONS_idx02 + tableName: PRESCRIPTIONS + unique: false + - createIndex: + columns: + - column: + name: icustay_id + type: int + indexName: PRESCRIPTIONS_idx03 + tableName: PRESCRIPTIONS + unique: false + - createIndex: + columns: + - column: + name: DRUG_TYPE + type: varchar(100) + indexName: PRESCRIPTIONS_idx04 + tableName: PRESCRIPTIONS + unique: false + - createIndex: + columns: + - column: + name: DRUG + type: varchar(100) + indexName: PRESCRIPTIONS_idx05 + tableName: PRESCRIPTIONS + unique: false + - changeSet: + id: createIndex-PROCEDUREEVENTS_MV + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: PROCEDUREEVENTS_MV_idx01 + tableName: PROCEDUREEVENTS_MV + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: PROCEDUREEVENTS_MV_idx02 + tableName: PROCEDUREEVENTS_MV + unique: false + - createIndex: + columns: + - column: + name: icustay_id + type: int + indexName: PROCEDUREEVENTS_MV_idx03 + tableName: PROCEDUREEVENTS_MV + unique: false + - createIndex: + columns: + - column: + name: itemid + type: int + indexName: PROCEDUREEVENTS_MV_idx04 + tableName: PROCEDUREEVENTS_MV + unique: false + - changeSet: + id: createIndex-PROCEDURES_ICD + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: PROCEDURES_ICD_idx01 + tableName: PROCEDURES_ICD + unique: false + - createIndex: + columns: + - column: + name: ICD9_CODE + type: varchar(10) + indexName: PROCEDURES_ICD_idx02 + tableName: PROCEDURES_ICD + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: PROCEDURES_ICD_idx03 + tableName: PROCEDURES_ICD + unique: false + - changeSet: + id: createIndex-SERVICES + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: SERVICES_idx01 + tableName: SERVICES + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: SERVICES_idx02 + tableName: SERVICES + unique: false + - changeSet: + id: createIndex-TRANSFERS + author: lcp + changes: + - createIndex: + columns: + - column: + name: subject_id + type: int + indexName: TRANSFERS_idx01 + tableName: TRANSFERS + unique: false + - createIndex: + columns: + - column: + name: hadm_id + type: int + indexName: TRANSFERS_idx02 + tableName: TRANSFERS + unique: false + - createIndex: + columns: + - column: + name: icustay_id + type: int + indexName: TRANSFERS_idx03 + tableName: TRANSFERS + unique: false +# ---------------------------------- # +# Comments # +# ---------------------------------- # +# -------------------------------- # +# Checks # +# -------------------------------- # diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_add_comments.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_add_comments.sql new file mode 100644 index 00000000..60f070a4 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_add_comments.sql @@ -0,0 +1,892 @@ +/* + +SUMMARY: +- Add comments to the MIMICIII schema + +TABLES CREATED: +- None + +TABLES REQUIRED: +- ADMISSIONS +- CAREGIVERS +- CHARTEVENTS +- CPTEVENTS +- D_CPT +- D_ICD_DIAGNOSES +- D_ICD_PROCEDURES +- D_ITEMS +- D_LABITEMS +- DATETIMEEVENTS +- DIAGNOSES_ICD +- DRGCODES +- INPUTEVENTS_MV +- INPUTEVENTS_CV +- ICUSTAYS +- LABEVENTS +- MICROBIOLOGYEVENTS +- NOTEEVENTS +- PATIENTS +- PRESCRIPTIONS +- PROCEDURES_ICD +- SERVICES +- TRANSFERS + + +TEMPORARY TABLES CREATED/DROPPED: +- None + +NOTES: + These comments are manually created and attempt to ease use of the database. + +*/ + +-- If running scripts individually, you can set the schema where all tables are created as follows: +-- SET search_path TO mimiciii; + +-------------- +--ADMISSIONS-- +-------------- + +-- Table +COMMENT ON TABLE ADMISSIONS IS + 'Hospital admissions associated with an ICU stay.'; + +-- Columns +COMMENT ON COLUMN ADMISSIONS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN ADMISSIONS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN ADMISSIONS.HADM_ID is + 'Primary key. Identifies the hospital stay.'; +COMMENT ON COLUMN ADMISSIONS.ADMITTIME is + 'Time of admission to the hospital.'; +COMMENT ON COLUMN ADMISSIONS.DISCHTIME is + 'Time of discharge from the hospital.'; +COMMENT ON COLUMN ADMISSIONS.DEATHTIME is + 'Time of death.'; +COMMENT ON COLUMN ADMISSIONS.ADMISSION_TYPE is + 'Type of admission, for example emergency or elective.'; +COMMENT ON COLUMN ADMISSIONS.ADMISSION_LOCATION is + 'Admission location.'; +COMMENT ON COLUMN ADMISSIONS.DISCHARGE_LOCATION is + 'Discharge location'; +COMMENT ON COLUMN ADMISSIONS.INSURANCE is + 'Insurance type.'; +COMMENT ON COLUMN ADMISSIONS.LANGUAGE is + 'Language.'; +COMMENT ON COLUMN ADMISSIONS.RELIGION is + 'Religon.'; +COMMENT ON COLUMN ADMISSIONS.MARITAL_STATUS is + 'Marital status.'; +COMMENT ON COLUMN ADMISSIONS.ETHNICITY is + 'Ethnicity.'; +COMMENT ON COLUMN ADMISSIONS.DIAGNOSIS is + 'Diagnosis.'; +COMMENT ON COLUMN ADMISSIONS.HAS_CHARTEVENTS_DATA is + 'Hospital admission has at least one observation in the CHARTEVENTS table.'; + +----------- +--CALLOUT-- +----------- + +-- Table +COMMENT ON TABLE CALLOUT IS + 'Record of when patients were ready for discharge (called out), and the actual time of their discharge (or more generally, their outcome).'; + +-- Columns +COMMENT ON COLUMN CALLOUT.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN CALLOUT.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN CALLOUT.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN CALLOUT.SUBMIT_WARDID is + 'Identifies the ward where the call out request was submitted.'; +COMMENT ON COLUMN CALLOUT.SUBMIT_CAREUNIT is + 'If the ward where the call was submitted was an ICU, the ICU type is listed here.'; +COMMENT ON COLUMN CALLOUT.CURR_WARDID is + 'Identifies the ward where the patient is currently residing.'; +COMMENT ON COLUMN CALLOUT.CURR_CAREUNIT is + 'If the ward where the patient is currently residing is an ICU, the ICU type is listed here.'; +COMMENT ON COLUMN CALLOUT.CALLOUT_WARDID is + 'Identifies the ward where the patient is to be discharged to. A value of 1 indicates the first available ward. A value of 0 indicates home.'; +COMMENT ON COLUMN CALLOUT.CALLOUT_SERVICE is + 'Identifies the service that the patient is called out to.'; +COMMENT ON COLUMN CALLOUT.REQUEST_TELE is + 'Indicates if special precautions are required.'; +COMMENT ON COLUMN CALLOUT.REQUEST_RESP is + 'Indicates if special precautions are required.'; +COMMENT ON COLUMN CALLOUT.REQUEST_CDIFF is + 'Indicates if special precautions are required.'; +COMMENT ON COLUMN CALLOUT.REQUEST_MRSA is + 'Indicates if special precautions are required.'; +COMMENT ON COLUMN CALLOUT.REQUEST_VRE is + 'Indicates if special precautions are required.'; +COMMENT ON COLUMN CALLOUT.CALLOUT_STATUS is + 'Current status of the call out request.'; +COMMENT ON COLUMN CALLOUT.CALLOUT_OUTCOME is + 'The result of the call out request; either a cancellation or a discharge.'; +COMMENT ON COLUMN CALLOUT.DISCHARGE_WARDID is + 'The ward to which the patient was discharged.'; +COMMENT ON COLUMN CALLOUT.ACKNOWLEDGE_STATUS is + 'The status of the response to the call out request.'; +COMMENT ON COLUMN CALLOUT.CREATETIME is + 'Time at which the call out request was created.'; +COMMENT ON COLUMN CALLOUT.UPDATETIME is + 'Last time at which the call out request was updated.'; +COMMENT ON COLUMN CALLOUT.ACKNOWLEDGETIME is + 'Time at which the call out request was acknowledged.'; +COMMENT ON COLUMN CALLOUT.OUTCOMETIME is + 'Time at which the outcome (cancelled or discharged) occurred.'; +COMMENT ON COLUMN CALLOUT.FIRSTRESERVATIONTIME is + 'First time at which a ward was reserved for the call out request.'; +COMMENT ON COLUMN CALLOUT.CURRENTRESERVATIONTIME is + 'Latest time at which a ward was reserved for the call out request.'; + +-------------- +--CAREGIVERS-- +-------------- + +-- Table +COMMENT ON TABLE CAREGIVERS IS + 'List of caregivers associated with an ICU stay.'; + +-- Columns +COMMENT ON COLUMN CAREGIVERS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN CAREGIVERS.CGID is + 'Unique caregiver identifier.'; +COMMENT ON COLUMN CAREGIVERS.LABEL is + 'Title of the caregiver, for example MD or RN.'; +COMMENT ON COLUMN CAREGIVERS.DESCRIPTION is + 'More detailed description of the caregiver, if available.'; + +--------------- +--CHARTEVENTS-- +--------------- + +-- Table +COMMENT ON TABLE CHARTEVENTS IS + 'Events occuring on a patient chart.'; + +-- Columns +COMMENT ON COLUMN CHARTEVENTS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN CHARTEVENTS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN CHARTEVENTS.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN CHARTEVENTS.ICUSTAY_ID is + 'Foreign key. Identifies the ICU stay.'; +COMMENT ON COLUMN CHARTEVENTS.ITEMID is + 'Foreign key. Identifies the charted item.'; +COMMENT ON COLUMN CHARTEVENTS.CHARTTIME is + 'Time when the event occured.'; +COMMENT ON COLUMN CHARTEVENTS.STORETIME is + 'Time when the event was recorded in the system.'; +COMMENT ON COLUMN CHARTEVENTS.CGID is + 'Foreign key. Identifies the caregiver.'; +COMMENT ON COLUMN CHARTEVENTS.VALUE is + 'Value of the event as a text string.'; +COMMENT ON COLUMN CHARTEVENTS.VALUENUM is + 'Value of the event as a number.'; +COMMENT ON COLUMN CHARTEVENTS.VALUEUOM is + 'Unit of measurement.'; +COMMENT ON COLUMN CHARTEVENTS.WARNING is + 'Flag to highlight that the value has triggered a warning.'; +COMMENT ON COLUMN CHARTEVENTS.ERROR is + 'Flag to highlight an error with the event.'; +COMMENT ON COLUMN CHARTEVENTS.RESULTSTATUS is + 'Result status of lab data.'; +COMMENT ON COLUMN CHARTEVENTS.STOPPED is + 'Text string indicating the stopped status of an event (i.e. stopped, not stopped).'; + +------------- +--CPTEVENTS-- +------------- + +-- Table +COMMENT ON TABLE CPTEVENTS IS + 'Events recorded in Current Procedural Terminology.'; + +-- Columns +COMMENT ON COLUMN CPTEVENTS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN CPTEVENTS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN CPTEVENTS.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN CPTEVENTS.COSTCENTER is + 'Center recording the code, for example the ICU or the respiratory unit.'; +COMMENT ON COLUMN CPTEVENTS.CHARTDATE is + 'Date when the event occured, if available.'; +COMMENT ON COLUMN CPTEVENTS.CPT_CD is + 'Current Procedural Terminology code.'; +COMMENT ON COLUMN CPTEVENTS.CPT_NUMBER is + 'Numerical element of the Current Procedural Terminology code.'; +COMMENT ON COLUMN CPTEVENTS.CPT_SUFFIX is + 'Text element of the Current Procedural Terminology, if any. Indicates code category.'; +COMMENT ON COLUMN CPTEVENTS.TICKET_ID_SEQ is + 'Sequence number of the event, derived from the ticket ID.'; +COMMENT ON COLUMN CPTEVENTS.SECTIONHEADER is + 'High-level section of the Current Procedural Terminology code.'; +COMMENT ON COLUMN CPTEVENTS.SUBSECTIONHEADER is + 'Subsection of the Current Procedural Terminology code.'; +COMMENT ON COLUMN CPTEVENTS.DESCRIPTION is + 'Description of the Current Procedural Terminology, if available.'; + +---------- +--D_CPT--- +---------- + +-- Table +COMMENT ON TABLE D_CPT IS + 'High-level dictionary of the Current Procedural Terminology.'; + +-- Columns +COMMENT ON COLUMN D_CPT.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN D_CPT.CATEGORY is + 'Code category.'; +COMMENT ON COLUMN D_CPT.SECTIONRANGE is + 'Range of codes within the high-level section.'; +COMMENT ON COLUMN D_CPT.SECTIONHEADER is + 'Section header.'; +COMMENT ON COLUMN D_CPT.SUBSECTIONRANGE is + 'Range of codes within the subsection.'; +COMMENT ON COLUMN D_CPT.SUBSECTIONHEADER is + 'Subsection header.'; +COMMENT ON COLUMN D_CPT.CODESUFFIX is + 'Text element of the Current Procedural Terminology, if any.'; +COMMENT ON COLUMN D_CPT.MINCODEINSUBSECTION is + 'Minimum code within the subsection.'; +COMMENT ON COLUMN D_CPT.MAXCODEINSUBSECTION is + 'Maximum code within the subsection.'; + +---------- +--D_ICD_DIAGNOSES-- +---------- + +-- Table +COMMENT ON TABLE D_ICD_DIAGNOSES IS + 'Dictionary of the International Classification of Diseases, 9th Revision (Diagnoses).'; + +-- Columns +COMMENT ON COLUMN D_ICD_DIAGNOSES.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN D_ICD_DIAGNOSES.ICD9_CODE is + 'ICD9 code - note that this is a fixed length character field, as whitespaces are important in uniquely identifying ICD-9 codes.'; +COMMENT ON COLUMN D_ICD_DIAGNOSES.SHORT_TITLE is + 'Short title associated with the code.'; +COMMENT ON COLUMN D_ICD_DIAGNOSES.LONG_TITLE is + 'Long title associated with the code.'; + +---------- +--D_ICD_PROCEDURES-- +---------- + +-- Table +COMMENT ON TABLE D_ICD_PROCEDURES IS + 'Dictionary of the International Classification of Diseases, 9th Revision (Procedures).'; + +-- Columns +COMMENT ON COLUMN D_ICD_PROCEDURES.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN D_ICD_PROCEDURES.ICD9_CODE is + 'ICD9 code - note that this is a fixed length character field, as whitespaces are important in uniquely identifying ICD-9 codes.'; +COMMENT ON COLUMN D_ICD_PROCEDURES.SHORT_TITLE is + 'Short title associated with the code.'; +COMMENT ON COLUMN D_ICD_PROCEDURES.LONG_TITLE is + 'Long title associated with the code.'; + +----------- +--D_ITEMS-- +----------- + +-- Table +COMMENT ON TABLE D_ITEMS IS + 'Dictionary of non-laboratory-related charted items.'; + +-- Columns +COMMENT ON COLUMN D_ITEMS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN D_ITEMS.ITEMID is + 'Primary key. Identifies the charted item.'; +COMMENT ON COLUMN D_ITEMS.LABEL is + 'Label identifying the item.'; +COMMENT ON COLUMN D_ITEMS.ABBREVIATION is + 'Abbreviation associated with the item.'; +COMMENT ON COLUMN D_ITEMS.DBSOURCE is + 'Source database of the item.'; +COMMENT ON COLUMN D_ITEMS.LINKSTO is + 'Table which contains data for the given ITEMID.'; +COMMENT ON COLUMN D_ITEMS.CATEGORY is + 'Category of data which the concept falls under.'; +COMMENT ON COLUMN D_ITEMS.UNITNAME is + 'Unit associated with the item.'; +COMMENT ON COLUMN D_ITEMS.PARAM_TYPE is + 'Type of item, for example solution or ingredient.'; +COMMENT ON COLUMN D_ITEMS.CONCEPTID is + 'Identifier used to harmonize concepts identified by multiple ITEMIDs. CONCEPTIDs are planned but not yet implemented (all values are NULL).'; + +--------------- +--D_LABITEMS-- +--------------- + +-- Table +COMMENT ON TABLE D_LABITEMS IS + 'Dictionary of laboratory-related items.'; + +-- Columns +COMMENT ON COLUMN D_LABITEMS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN D_LABITEMS.ITEMID is + 'Foreign key. Identifies the charted item.'; +COMMENT ON COLUMN D_LABITEMS.LABEL is + 'Label identifying the item.'; +COMMENT ON COLUMN D_LABITEMS.FLUID is + 'Fluid associated with the item, for example blood or urine.'; +COMMENT ON COLUMN D_LABITEMS.CATEGORY is + 'Category of item, for example chemistry or hematology.'; +COMMENT ON COLUMN D_LABITEMS.LOINC_CODE is + 'Logical Observation Identifiers Names and Codes (LOINC) mapped to the item, if available.'; + +------------------ +--DATETIMEEVENTS-- +------------------ + +-- Table +COMMENT ON TABLE DATETIMEEVENTS IS + 'Events relating to a datetime.'; + +-- Columns +COMMENT ON COLUMN DATETIMEEVENTS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN DATETIMEEVENTS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN DATETIMEEVENTS.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN DATETIMEEVENTS.ICUSTAY_ID is + 'Foreign key. Identifies the ICU stay.'; +COMMENT ON COLUMN DATETIMEEVENTS.ITEMID is + 'Foreign key. Identifies the charted item.'; +COMMENT ON COLUMN DATETIMEEVENTS.CHARTTIME is + 'Time when the event occured.'; +COMMENT ON COLUMN DATETIMEEVENTS.STORETIME is + 'Time when the event was recorded in the system.'; +COMMENT ON COLUMN DATETIMEEVENTS.CGID is + 'Foreign key. Identifies the caregiver.'; +COMMENT ON COLUMN DATETIMEEVENTS.VALUE is + 'Value of the event as a text string.'; +COMMENT ON COLUMN DATETIMEEVENTS.VALUEUOM is + 'Unit of measurement.'; +COMMENT ON COLUMN DATETIMEEVENTS.WARNING is + 'Flag to highlight that the value has triggered a warning.'; +COMMENT ON COLUMN DATETIMEEVENTS.ERROR is + 'Flag to highlight an error with the event.'; +COMMENT ON COLUMN DATETIMEEVENTS.RESULTSTATUS is + 'Result status of lab data.'; +COMMENT ON COLUMN DATETIMEEVENTS.STOPPED is + 'Event was explicitly marked as stopped. Infrequently used by caregivers.'; + +----------------- +--DIAGNOSES_ICD-- +----------------- + +-- Table +COMMENT ON TABLE DIAGNOSES_ICD IS + 'Diagnoses relating to a hospital admission coded using the ICD9 system.'; + +-- Columns +COMMENT ON COLUMN DIAGNOSES_ICD.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN DIAGNOSES_ICD.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN DIAGNOSES_ICD.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN DIAGNOSES_ICD.SEQ_NUM is + 'Priority of the code. Sequence 1 is the primary code.'; +COMMENT ON COLUMN DIAGNOSES_ICD.ICD9_CODE is + 'ICD9 code for the diagnosis.'; + +-------------- +---DRGCODES--- +-------------- + +-- Table +COMMENT ON TABLE DRGCODES IS + 'Hospital stays classified using the Diagnosis-Related Group system.'; + +-- Columns +COMMENT ON COLUMN DRGCODES.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN DRGCODES.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN DRGCODES.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN DRGCODES.DRG_TYPE is + 'Type of Diagnosis-Related Group, for example APR is All Patient Refined'; +COMMENT ON COLUMN DRGCODES.DRG_CODE is + 'Diagnosis-Related Group code'; +COMMENT ON COLUMN DRGCODES.DESCRIPTION is + 'Description of the Diagnosis-Related Group'; +COMMENT ON COLUMN DRGCODES.DRG_SEVERITY is + 'Relative severity, available for type APR only.'; +COMMENT ON COLUMN DRGCODES.DRG_MORTALITY is + 'Relative mortality, available for type APR only.'; + +----------------- +--ICUSTAYS-- +----------------- + +-- Table +COMMENT ON TABLE ICUSTAYS IS + 'List of ICU admissions.'; + +-- Columns +COMMENT ON COLUMN ICUSTAYS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN ICUSTAYS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN ICUSTAYS.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN ICUSTAYS.ICUSTAY_ID is + 'Primary key. Identifies the ICU stay.'; +COMMENT ON COLUMN ICUSTAYS.DBSOURCE is + 'Source database of the item.'; +COMMENT ON COLUMN ICUSTAYS.INTIME is + 'Time of admission to the ICU.'; +COMMENT ON COLUMN ICUSTAYS.OUTTIME is + 'Time of discharge from the ICU.'; +COMMENT ON COLUMN ICUSTAYS.LOS is + 'Length of stay in the ICU measured in fractional days.'; +COMMENT ON COLUMN ICUSTAYS.FIRST_CAREUNIT is + 'First careunit associated with the ICU stay.'; +COMMENT ON COLUMN ICUSTAYS.LAST_CAREUNIT is + 'Last careunit associated with the ICU stay.'; +COMMENT ON COLUMN ICUSTAYS.FIRST_WARDID is + 'Identifier for the first ward the patient was located in.'; +COMMENT ON COLUMN ICUSTAYS.LAST_WARDID is + 'Identifier for the last ward the patient is located in.'; + +-- -------------- -- +-- INPUTEVENTS_CV -- +-- -------------- -- + +-- Table +COMMENT ON TABLE INPUTEVENTS_CV IS + 'Events relating to fluid input for patients whose data was originally stored in the CareVue database.'; + +-- Columns +COMMENT ON COLUMN INPUTEVENTS_CV.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN INPUTEVENTS_CV.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN INPUTEVENTS_CV.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN INPUTEVENTS_CV.ICUSTAY_ID is + 'Foreign key. Identifies the ICU stay.'; +COMMENT ON COLUMN INPUTEVENTS_CV.CHARTTIME is + 'Time that the input was started or received.'; +COMMENT ON COLUMN INPUTEVENTS_CV.ITEMID is + 'Foreign key. Identifies the charted item.'; +COMMENT ON COLUMN INPUTEVENTS_CV.AMOUNT is + 'Amount of the item administered to the patient.'; +COMMENT ON COLUMN INPUTEVENTS_CV.AMOUNTUOM is + 'Unit of measurement for the amount.'; +COMMENT ON COLUMN INPUTEVENTS_CV.RATE is + 'Rate at which the item is being administered to the patient.'; +COMMENT ON COLUMN INPUTEVENTS_CV.RATEUOM is + 'Unit of measurement for the rate.'; +COMMENT ON COLUMN INPUTEVENTS_CV.STORETIME is + 'Time when the event was recorded in the system.'; +COMMENT ON COLUMN INPUTEVENTS_CV.CGID is + 'Foreign key. Identifies the caregiver.'; +COMMENT ON COLUMN INPUTEVENTS_CV.ORDERID is + 'Identifier linking items which are grouped in a solution.'; +COMMENT ON COLUMN INPUTEVENTS_CV.LINKORDERID is + 'Identifier linking orders across multiple administrations. LINKORDERID is always equal to the first occuring ORDERID of the series.'; +COMMENT ON COLUMN INPUTEVENTS_CV.STOPPED is + 'Event was explicitly marked as stopped. Infrequently used by caregivers.'; +COMMENT ON COLUMN INPUTEVENTS_CV.NEWBOTTLE is + 'Indicates when a new bottle of the solution was hung at the bedside.'; +COMMENT ON COLUMN INPUTEVENTS_CV.ORIGINALAMOUNT is + 'Amount of the item which was originally charted.'; +COMMENT ON COLUMN INPUTEVENTS_CV.ORIGINALAMOUNTUOM is + 'Unit of measurement for the original amount.'; +COMMENT ON COLUMN INPUTEVENTS_CV.ORIGINALROUTE is + 'Route of administration originally chosen for the item.'; +COMMENT ON COLUMN INPUTEVENTS_CV.ORIGINALRATE is + 'Rate of administration originally chosen for the item.'; +COMMENT ON COLUMN INPUTEVENTS_CV.ORIGINALRATEUOM is + 'Unit of measurement for the rate originally chosen.'; +COMMENT ON COLUMN INPUTEVENTS_CV.ORIGINALSITE is + 'Anatomical site for the original administration of the item.'; + +----------------- -- +-- INPUTEVENTS_MV -- +----------------- -- + +-- Table +COMMENT ON TABLE INPUTEVENTS_MV IS + 'Events relating to fluid input for patients whose data was originally stored in the MetaVision database.'; + +-- Columns +COMMENT ON COLUMN INPUTEVENTS_MV.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN INPUTEVENTS_MV.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN INPUTEVENTS_MV.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN INPUTEVENTS_MV.ICUSTAY_ID is + 'Foreign key. Identifies the ICU stay.'; +COMMENT ON COLUMN INPUTEVENTS_MV.STARTTIME is + 'Time when the event started.'; +COMMENT ON COLUMN INPUTEVENTS_MV.ENDTIME is + 'Time when the event ended.'; +COMMENT ON COLUMN INPUTEVENTS_MV.ITEMID is + 'Foreign key. Identifies the charted item.'; +COMMENT ON COLUMN INPUTEVENTS_MV.AMOUNT is + 'Amount of the item administered to the patient.'; +COMMENT ON COLUMN INPUTEVENTS_MV.AMOUNTUOM is + 'Unit of measurement for the amount.'; +COMMENT ON COLUMN INPUTEVENTS_MV.RATE is + 'Rate at which the item is being administered to the patient.'; +COMMENT ON COLUMN INPUTEVENTS_MV.RATEUOM is + 'Unit of measurement for the rate.'; +COMMENT ON COLUMN INPUTEVENTS_MV.STORETIME is + 'Time when the event was recorded in the system.'; +COMMENT ON COLUMN INPUTEVENTS_MV.CGID is + 'Foreign key. Identifies the caregiver.'; +COMMENT ON COLUMN INPUTEVENTS_MV.ORDERID is + 'Identifier linking items which are grouped in a solution.'; +COMMENT ON COLUMN INPUTEVENTS_MV.LINKORDERID is + 'Identifier linking orders across multiple administrations. LINKORDERID is always equal to the first occuring ORDERID of the series.'; +COMMENT ON COLUMN INPUTEVENTS_MV.ORDERCATEGORYNAME is + 'A group which the item corresponds to.'; +COMMENT ON COLUMN INPUTEVENTS_MV.SECONDARYORDERCATEGORYNAME is + 'A secondary group for those items with more than one grouping possible.'; +COMMENT ON COLUMN INPUTEVENTS_MV.ORDERCOMPONENTTYPEDESCRIPTION is + 'The role of the item administered in the order.'; +COMMENT ON COLUMN INPUTEVENTS_MV.ORDERCATEGORYDESCRIPTION is + 'The type of item administered.'; +COMMENT ON COLUMN INPUTEVENTS_MV.PATIENTWEIGHT is + 'For drugs dosed by weight, the value of the weight used in the calculation.'; +COMMENT ON COLUMN INPUTEVENTS_MV.TOTALAMOUNT is + 'The total amount in the solution for the given item.'; +COMMENT ON COLUMN INPUTEVENTS_MV.TOTALAMOUNTUOM is + 'Unit of measurement for the total amount in the solution.'; +COMMENT ON COLUMN INPUTEVENTS_MV.ISOPENBAG is + 'Indicates whether the bag containing the solution is open.'; +COMMENT ON COLUMN INPUTEVENTS_MV.CONTINUEINNEXTDEPT is + 'Indicates whether the item will be continued in the next department where the patient is transferred to.'; +COMMENT ON COLUMN INPUTEVENTS_MV.CANCELREASON is + 'Reason for cancellation, if cancelled.'; +COMMENT ON COLUMN INPUTEVENTS_MV.STATUSDESCRIPTION is + 'The current status of the order: stopped, rewritten, running or cancelled.'; +COMMENT ON COLUMN INPUTEVENTS_MV.COMMENTS_EDITEDBY is + 'The title of the caregiver who edited the order.'; +COMMENT ON COLUMN INPUTEVENTS_MV.COMMENTS_CANCELEDBY is + 'The title of the caregiver who canceled the order.'; +COMMENT ON COLUMN INPUTEVENTS_MV.COMMENTS_DATE is + 'Time at which the caregiver edited or cancelled the order.'; +COMMENT ON COLUMN INPUTEVENTS_MV.ORIGINALAMOUNT is + 'Amount of the item which was originally charted.'; +COMMENT ON COLUMN INPUTEVENTS_MV.ORIGINALRATE is + 'Rate of administration originally chosen for the item.'; + +------------- +--LABEVENTS-- +------------- + +-- Table +COMMENT ON TABLE LABEVENTS IS + 'Events relating to laboratory tests.'; + +-- Columns +COMMENT ON COLUMN LABEVENTS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN LABEVENTS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN LABEVENTS.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN LABEVENTS.ITEMID is + 'Foreign key. Identifies the charted item.'; +COMMENT ON COLUMN LABEVENTS.CHARTTIME is + 'Time when the event occured.'; +COMMENT ON COLUMN LABEVENTS.VALUE is + 'Value of the event as a text string.'; +COMMENT ON COLUMN LABEVENTS.VALUENUM is + 'Value of the event as a number.'; +COMMENT ON COLUMN LABEVENTS.VALUEUOM is + 'Unit of measurement.'; +COMMENT ON COLUMN LABEVENTS.FLAG is + 'Flag indicating whether the lab test value is considered abnormal (null if the test was normal).'; + +---------------------- +--MICROBIOLOGYEVENTS-- +---------------------- + +-- Table +COMMENT ON TABLE MICROBIOLOGYEVENTS IS + 'Events relating to microbiology tests.'; + +-- Columns +COMMENT ON COLUMN MICROBIOLOGYEVENTS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.CHARTDATE is + 'Date when the event occured.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.CHARTTIME is + 'Time when the event occured, if available.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.SPEC_ITEMID is + 'Foreign key. Identifies the specimen.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.SPEC_TYPE_DESC is + 'Description of the specimen.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.ORG_ITEMID is + 'Foreign key. Identifies the organism.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.ORG_NAME is + 'Name of the organism.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.ISOLATE_NUM is + 'Isolate number associated with the test.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.AB_ITEMID is + 'Foreign key. Identifies the antibody.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.AB_NAME is + 'Name of the antibody used.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.DILUTION_TEXT is + 'The dilution amount tested for and the comparison which was made against it (e.g. <=4).'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.DILUTION_COMPARISON is + 'The comparison component of DILUTION_TEXT: either <= (less than or equal), = (equal), or >= (greater than or equal), or null when not available.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.DILUTION_VALUE is + 'The value component of DILUTION_TEXT: must be a floating point number.'; +COMMENT ON COLUMN MICROBIOLOGYEVENTS.INTERPRETATION is + 'Interpretation of the test.'; + +-------------- +--NOTEEVENTS-- +-------------- + +-- Table +COMMENT ON TABLE NOTEEVENTS IS + 'Notes associated with hospital stays.'; + +-- Columns +COMMENT ON COLUMN NOTEEVENTS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN NOTEEVENTS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN NOTEEVENTS.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN NOTEEVENTS.CHARTDATE is + 'Date when the note was charted.'; +COMMENT ON COLUMN NOTEEVENTS.CHARTTIME is + 'Date and time when the note was charted. Note that some notes (e.g. discharge summaries) do not have a time associated with them: these notes have NULL in this column.'; +COMMENT ON COLUMN NOTEEVENTS.CATEGORY is + 'Category of the note, e.g. Discharge summary.'; +COMMENT ON COLUMN NOTEEVENTS.DESCRIPTION is + 'A more detailed categorization for the note, sometimes entered by free-text.'; +COMMENT ON COLUMN NOTEEVENTS.CGID is + 'Foreign key. Identifies the caregiver.'; +COMMENT ON COLUMN NOTEEVENTS.ISERROR is + 'Flag to highlight an error with the note.'; +COMMENT ON COLUMN NOTEEVENTS.TEXT is + 'Content of the note.'; + +------------ +--PATIENTS-- +------------ + +-- Table +COMMENT ON TABLE OUTPUTEVENTS IS + 'Outputs recorded during the ICU stay.'; + +-- Columns +COMMENT ON COLUMN OUTPUTEVENTS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN OUTPUTEVENTS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN OUTPUTEVENTS.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN OUTPUTEVENTS.ICUSTAY_ID is + 'Foreign key. Identifies the ICU stay.'; +COMMENT ON COLUMN OUTPUTEVENTS.CHARTTIME is + 'Time when the output was recorded/occurred.'; +COMMENT ON COLUMN OUTPUTEVENTS.ITEMID is + 'Foreign key. Identifies the charted item.'; +COMMENT ON COLUMN OUTPUTEVENTS.VALUE is + 'Value of the event as a float.'; +COMMENT ON COLUMN OUTPUTEVENTS.VALUEUOM is + 'Unit of measurement.'; +COMMENT ON COLUMN OUTPUTEVENTS.STORETIME is + 'Time when the event was recorded in the system.'; +COMMENT ON COLUMN OUTPUTEVENTS.CGID is + 'Foreign key. Identifies the caregiver.'; +COMMENT ON COLUMN OUTPUTEVENTS.STOPPED is + 'Event was explicitly marked as stopped. Infrequently used by caregivers.'; +COMMENT ON COLUMN OUTPUTEVENTS.NEWBOTTLE is + 'Not applicable to outputs - column always null.'; +COMMENT ON COLUMN OUTPUTEVENTS.ISERROR is + 'Flag to highlight an error with the measurement.'; + +------------ +--PATIENTS-- +------------ + +-- Table +COMMENT ON TABLE PATIENTS IS + 'Patients associated with an admission to the ICU.'; + +-- Columns +COMMENT ON COLUMN PATIENTS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN PATIENTS.SUBJECT_ID is + 'Primary key. Identifies the patient.'; +COMMENT ON COLUMN PATIENTS.GENDER is + 'Gender.'; +COMMENT ON COLUMN PATIENTS.DOB is + 'Date of birth.'; +COMMENT ON COLUMN PATIENTS.DOD is + 'Date of death. Null if the patient was alive at least 90 days post hospital discharge.'; +COMMENT ON COLUMN PATIENTS.DOD_HOSP is + 'Date of death recorded in the hospital records.'; +COMMENT ON COLUMN PATIENTS.DOD_SSN is + 'Date of death recorded in the social security records.'; +COMMENT ON COLUMN PATIENTS.EXPIRE_FLAG is + 'Flag indicating that the patient has died.'; + +---------------------- +--PROCEDUREEVENTS_MV-- +---------------------- + + +COMMENT ON TABLE PROCEDUREEVENTS_MV IS + 'Procedure start and stop times recorded for MetaVision patients.'; + +----------------- +--PRESCRIPTIONS-- +----------------- + +-- Table +COMMENT ON TABLE PRESCRIPTIONS IS + 'Medicines prescribed.'; + +-- Columns +COMMENT ON COLUMN PRESCRIPTIONS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN PRESCRIPTIONS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN PRESCRIPTIONS.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN PRESCRIPTIONS.ICUSTAY_ID is + 'Foreign key. Identifies the ICU stay.'; +COMMENT ON COLUMN PRESCRIPTIONS.STARTDATE is + 'Date when the prescription started.'; +COMMENT ON COLUMN PRESCRIPTIONS.ENDDATE is + 'Date when the prescription ended.'; +COMMENT ON COLUMN PRESCRIPTIONS.DRUG_TYPE is + 'Type of drug.'; +COMMENT ON COLUMN PRESCRIPTIONS.DRUG is + 'Name of the drug.'; +COMMENT ON COLUMN PRESCRIPTIONS.DRUG_NAME_POE is + 'Name of the drug on the Provider Order Entry interface.'; +COMMENT ON COLUMN PRESCRIPTIONS.DRUG_NAME_GENERIC is + 'Generic drug name.'; +COMMENT ON COLUMN PRESCRIPTIONS.FORMULARY_DRUG_CD is + 'Formulary drug code.'; +COMMENT ON COLUMN PRESCRIPTIONS.GSN is + 'Generic Sequence Number.'; +COMMENT ON COLUMN PRESCRIPTIONS.NDC is + 'National Drug Code.'; +COMMENT ON COLUMN PRESCRIPTIONS.PROD_STRENGTH is + 'Strength of the drug (product).'; +COMMENT ON COLUMN PRESCRIPTIONS.DOSE_VAL_RX is + 'Dose of the drug prescribed.'; +COMMENT ON COLUMN PRESCRIPTIONS.DOSE_UNIT_RX is + 'Unit of measurement associated with the dose.'; +COMMENT ON COLUMN PRESCRIPTIONS.FORM_VAL_DISP is + 'Amount of the formulation dispensed.'; +COMMENT ON COLUMN PRESCRIPTIONS.FORM_UNIT_DISP is + 'Unit of measurement associated with the formulation.'; +COMMENT ON COLUMN PRESCRIPTIONS.ROUTE is + 'Route of administration, for example intravenous or oral.'; + +------------------ +--PROCEDURES_ICD-- +------------------ + +-- Table +COMMENT ON TABLE PROCEDURES_ICD IS + 'Procedures relating to a hospital admission coded using the ICD9 system.'; + +-- Columns +COMMENT ON COLUMN PROCEDURES_ICD.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN PROCEDURES_ICD.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN PROCEDURES_ICD.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN PROCEDURES_ICD.SEQ_NUM is + 'Lower procedure numbers occurred earlier.'; +COMMENT ON COLUMN PROCEDURES_ICD.ICD9_CODE is + 'ICD9 code associated with the procedure.'; + +------------ +--SERVICES-- +------------ + +-- Table +COMMENT ON TABLE SERVICES IS + 'Hospital services that patients were under during their hospital stay.'; + +-- Columns +COMMENT ON COLUMN SERVICES.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN SERVICES.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN SERVICES.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN SERVICES.TRANSFERTIME is + 'Time when the transfer occured.'; +COMMENT ON COLUMN SERVICES.PREV_SERVICE is + 'Previous service type.'; +COMMENT ON COLUMN SERVICES.CURR_SERVICE is + 'Current service type.'; + +------------- +--TRANSFERS-- +------------- + +-- Table +COMMENT ON TABLE TRANSFERS IS + 'Location of patients during their hospital stay.'; + +-- Columns +COMMENT ON COLUMN TRANSFERS.ROW_ID is + 'Unique row identifier.'; +COMMENT ON COLUMN TRANSFERS.SUBJECT_ID is + 'Foreign key. Identifies the patient.'; +COMMENT ON COLUMN TRANSFERS.HADM_ID is + 'Foreign key. Identifies the hospital stay.'; +COMMENT ON COLUMN TRANSFERS.ICUSTAY_ID is + 'Foreign key. Identifies the ICU stay.'; +COMMENT ON COLUMN TRANSFERS.DBSOURCE is + 'Source database of the item.'; +COMMENT ON COLUMN TRANSFERS.EVENTTYPE is + 'Type of event, for example admission or transfer.'; +COMMENT ON COLUMN TRANSFERS.PREV_WARDID is + 'Identifier for the previous ward the patient was located in.'; +COMMENT ON COLUMN TRANSFERS.CURR_WARDID is + 'Identifier for the current ward the patient is located in.'; +COMMENT ON COLUMN TRANSFERS.PREV_CAREUNIT is + 'Previous careunit.'; +COMMENT ON COLUMN TRANSFERS.CURR_CAREUNIT is + 'Current careunit.'; +COMMENT ON COLUMN TRANSFERS.INTIME is + 'Time when the patient was transferred into the unit.'; +COMMENT ON COLUMN TRANSFERS.OUTTIME is + 'Time when the patient was transferred out of the unit.'; +COMMENT ON COLUMN TRANSFERS.LOS is + 'Length of stay in the unit in minutes.'; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_add_constraints.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_add_constraints.sql new file mode 100644 index 00000000..27a24976 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_add_constraints.sql @@ -0,0 +1,532 @@ +-- ---------------------------------------------------------------- +-- +-- This is a script to add the MIMIC-III constraints for Postgres. +-- +-- ---------------------------------------------------------------- + +-- If running scripts individually, you can set the schema where all tables are created as follows: +-- SET search_path TO mimiciii; + +-- Restoring the search path to its default value can be accomplished as follows: +-- SET search_path TO "$user",public; + +-------------- +--ADMISSIONS-- +-------------- + +-- subject_id +ALTER TABLE ADMISSIONS DROP CONSTRAINT IF EXISTS admissions_fk_subject_id; +ALTER TABLE ADMISSIONS +ADD CONSTRAINT admissions_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +----------- +--CALLOUT-- +----------- + +-- subject_id +ALTER TABLE CALLOUT DROP CONSTRAINT IF EXISTS callout_fk_subject_id; +ALTER TABLE CALLOUT +ADD CONSTRAINT callout_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE CALLOUT DROP CONSTRAINT IF EXISTS callout_fk_hadm_id; +ALTER TABLE CALLOUT +ADD CONSTRAINT callout_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +--------------- +--CHARTEVENTS-- +--------------- + +-- subject_id +ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_subject_id; +ALTER TABLE CHARTEVENTS +ADD CONSTRAINT chartevents_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- cgid +ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_cgid; +ALTER TABLE CHARTEVENTS +ADD CONSTRAINT chartevents_fk_cgid + FOREIGN KEY (CGID) + REFERENCES CAREGIVERS(CGID); + +-- hadm_id +ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_hadm_id; +ALTER TABLE CHARTEVENTS +ADD CONSTRAINT chartevents_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- item_id +ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_itemid; +ALTER TABLE CHARTEVENTS +ADD CONSTRAINT chartevents_fk_itemid + FOREIGN KEY (ITEMID) + REFERENCES D_ITEMS(ITEMID); + +-- icustay_id +ALTER TABLE CHARTEVENTS DROP CONSTRAINT IF EXISTS chartevents_fk_icustay_id; +ALTER TABLE CHARTEVENTS +ADD CONSTRAINT chartevents_fk_icustay_id + FOREIGN KEY (ICUSTAY_ID) + REFERENCES ICUSTAYS(ICUSTAY_ID); + +------------- +--CPTEVENTS-- +------------- + +-- subject_id +ALTER TABLE CPTEVENTS DROP CONSTRAINT IF EXISTS cptevents_fk_subject_id; +ALTER TABLE CPTEVENTS +ADD CONSTRAINT cptevents_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE CPTEVENTS DROP CONSTRAINT IF EXISTS cptevents_fk_hadm_id; +ALTER TABLE CPTEVENTS +ADD CONSTRAINT cptevents_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +------------------ +--DATETIMEEVENTS-- +------------------ + +-- subject_id +ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_subject_id; +ALTER TABLE DATETIMEEVENTS +ADD CONSTRAINT datetimeevents_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- cgid +ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_cgid; +ALTER TABLE DATETIMEEVENTS +ADD CONSTRAINT datetimeevents_fk_cgid + FOREIGN KEY (CGID) + REFERENCES CAREGIVERS(CGID); + +-- hadm_id +ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_hadm_id; +ALTER TABLE DATETIMEEVENTS +ADD CONSTRAINT datetimeevents_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- item_id +ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_itemid; +ALTER TABLE DATETIMEEVENTS +ADD CONSTRAINT datetimeevents_fk_itemid + FOREIGN KEY (ITEMID) + REFERENCES D_ITEMS(ITEMID); + +-- icustay_id +ALTER TABLE DATETIMEEVENTS DROP CONSTRAINT IF EXISTS datetimeevents_fk_icustay_id; +ALTER TABLE DATETIMEEVENTS +ADD CONSTRAINT datetimeevents_fk_icustay_id + FOREIGN KEY (ICUSTAY_ID) + REFERENCES ICUSTAYS(ICUSTAY_ID); + + +----------------- +--DIAGNOSES_ICD-- +----------------- + +-- subject_id +ALTER TABLE DIAGNOSES_ICD DROP CONSTRAINT IF EXISTS diagnoses_icd_fk_subject_id; +ALTER TABLE DIAGNOSES_ICD +ADD CONSTRAINT diagnoses_icd_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE DIAGNOSES_ICD DROP CONSTRAINT IF EXISTS diagnoses_icd_fk_hadm_id; +ALTER TABLE DIAGNOSES_ICD +ADD CONSTRAINT diagnoses_icd_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- -- ICD9_code +-- ALTER TABLE DIAGNOSES_ICD DROP CONSTRAINT IF EXISTS diagnoses_icd_fk_icd9; +-- ALTER TABLE DIAGNOSES_ICD +-- ADD CONSTRAINT diagnoses_icd_fk_icd9 +-- FOREIGN KEY (ICD9_CODE) +-- REFERENCES D_ICD_DIAGNOSES(ICD9_CODE); + +-------------- +---DRGCODES--- +-------------- + +-- subject_id +ALTER TABLE DRGCODES DROP CONSTRAINT IF EXISTS drgcodes_fk_subject_id; +ALTER TABLE DRGCODES +ADD CONSTRAINT drgcodes_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE DRGCODES DROP CONSTRAINT IF EXISTS drgcodes_fk_hadm_id; +ALTER TABLE DRGCODES +ADD CONSTRAINT drgcodes_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +----------------- +--ICUSTAYS-- +----------------- + +-- subject_id +ALTER TABLE ICUSTAYS DROP CONSTRAINT IF EXISTS icustays_fk_subject_id; +ALTER TABLE ICUSTAYS +ADD CONSTRAINT icustays_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE ICUSTAYS DROP CONSTRAINT IF EXISTS icustays_fk_hadm_id; +ALTER TABLE ICUSTAYS +ADD CONSTRAINT icustays_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + + +------------------ +--INPUTEVENTS_CV-- +------------------ + +-- subject_id +ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_subject_id; +ALTER TABLE INPUTEVENTS_CV +ADD CONSTRAINT inputevents_cv_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_hadm_id; +ALTER TABLE INPUTEVENTS_CV +ADD CONSTRAINT inputevents_cv_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- icustay_id +ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_icustay_id; +ALTER TABLE INPUTEVENTS_CV +ADD CONSTRAINT inputevents_cv_fk_icustay_id + FOREIGN KEY (ICUSTAY_ID) + REFERENCES ICUSTAYS(ICUSTAY_ID); + +-- cgid +ALTER TABLE INPUTEVENTS_CV DROP CONSTRAINT IF EXISTS inputevents_cv_fk_cgid; +ALTER TABLE INPUTEVENTS_CV +ADD CONSTRAINT inputevents_cv_fk_cgid + FOREIGN KEY (CGID) + REFERENCES CAREGIVERS(CGID); + + +------------------ +--INPUTEVENTS_MV-- +------------------ + +-- subject_id +ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_subject_id; +ALTER TABLE INPUTEVENTS_MV +ADD CONSTRAINT inputevents_mv_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_hadm_id; +ALTER TABLE INPUTEVENTS_MV +ADD CONSTRAINT inputevents_mv_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- icustay_id +ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_icustay_id; +ALTER TABLE INPUTEVENTS_MV +ADD CONSTRAINT inputevents_mv_fk_icustay_id + FOREIGN KEY (ICUSTAY_ID) + REFERENCES ICUSTAYS(ICUSTAY_ID); + +ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_itemid; +ALTER TABLE INPUTEVENTS_MV +ADD CONSTRAINT inputevents_mv_fk_itemid + FOREIGN KEY (ITEMID) + REFERENCES D_ITEMS(ITEMID); + +-- cgid +ALTER TABLE INPUTEVENTS_MV DROP CONSTRAINT IF EXISTS inputevents_mv_fk_cgid; +ALTER TABLE INPUTEVENTS_MV +ADD CONSTRAINT inputevents_mv_fk_cgid + FOREIGN KEY (CGID) + REFERENCES CAREGIVERS(CGID); + + +------------- +--LABEVENTS-- +------------- + +-- subject_id +ALTER TABLE LABEVENTS DROP CONSTRAINT IF EXISTS labevents_fk_subject_id; +ALTER TABLE LABEVENTS +ADD CONSTRAINT labevents_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE LABEVENTS DROP CONSTRAINT IF EXISTS labevents_fk_hadm_id; +ALTER TABLE LABEVENTS +ADD CONSTRAINT labevents_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- item_id +ALTER TABLE LABEVENTS DROP CONSTRAINT IF EXISTS labevents_fk_itemid; +ALTER TABLE LABEVENTS +ADD CONSTRAINT labevents_fk_itemid + FOREIGN KEY (ITEMID) + REFERENCES D_LABITEMS(ITEMID); + +---------------------- +--MICROBIOLOGYEVENTS-- +---------------------- + +-- subject_id +ALTER TABLE MICROBIOLOGYEVENTS DROP CONSTRAINT IF EXISTS microbiologyevents_fk_subject_id; +ALTER TABLE MICROBIOLOGYEVENTS +ADD CONSTRAINT microbiologyevents_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE MICROBIOLOGYEVENTS DROP CONSTRAINT IF EXISTS microbiologyevents_fk_hadm_id; +ALTER TABLE MICROBIOLOGYEVENTS +ADD CONSTRAINT microbiologyevents_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- ITEMIDs +ALTER TABLE MICROBIOLOGYEVENTS DROP CONSTRAINT IF EXISTS microbiologyevents_fk_spec_itemid; +ALTER TABLE MICROBIOLOGYEVENTS +ADD CONSTRAINT microbiologyevents_fk_spec_itemid + FOREIGN KEY (spec_itemid) + REFERENCES D_ITEMS(itemid); +ALTER TABLE MICROBIOLOGYEVENTS DROP CONSTRAINT IF EXISTS microbiologyevents_fk_org_itemid; +ALTER TABLE MICROBIOLOGYEVENTS +ADD CONSTRAINT microbiologyevents_fk_org_itemid + FOREIGN KEY (org_itemid) + REFERENCES D_ITEMS(itemid); +ALTER TABLE MICROBIOLOGYEVENTS DROP CONSTRAINT IF EXISTS microbiologyevents_fk_ab_itemid; +ALTER TABLE MICROBIOLOGYEVENTS +ADD CONSTRAINT microbiologyevents_fk_ab_itemid + FOREIGN KEY (ab_itemid) + REFERENCES D_ITEMS(itemid); + +-------------- +--NOTEEVENTS-- +-------------- + +-- subject_id +ALTER TABLE NOTEEVENTS DROP CONSTRAINT IF EXISTS noteevents_fk_subject_id; +ALTER TABLE NOTEEVENTS +ADD CONSTRAINT noteevents_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE NOTEEVENTS DROP CONSTRAINT IF EXISTS noteevents_fk_hadm_id; +ALTER TABLE NOTEEVENTS +ADD CONSTRAINT noteevents_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- cgid +ALTER TABLE NOTEEVENTS DROP CONSTRAINT IF EXISTS noteevents_fk_cgid; +ALTER TABLE NOTEEVENTS +ADD CONSTRAINT noteevents_fk_cgid + FOREIGN KEY (CGID) + REFERENCES CAREGIVERS(CGID); + + +---------------- +--OUTPUTEVENTS-- +---------------- + +-- subject_id +ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_subject_id; +ALTER TABLE OUTPUTEVENTS +ADD CONSTRAINT outputevents_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_hadm_id; +ALTER TABLE OUTPUTEVENTS +ADD CONSTRAINT outputevents_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- icustay_id +ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_icustay_id; +ALTER TABLE OUTPUTEVENTS +ADD CONSTRAINT outputevents_fk_icustay_id + FOREIGN KEY (ICUSTAY_ID) + REFERENCES ICUSTAYS(ICUSTAY_ID); + +-- itemid +ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_fk_itemid; +ALTER TABLE OUTPUTEVENTS +ADD CONSTRAINT outputevents_fk_itemid + FOREIGN KEY (ITEMID) + REFERENCES D_ITEMS(ITEMID); + +-- cgid +ALTER TABLE OUTPUTEVENTS DROP CONSTRAINT IF EXISTS outputevents_cgid; +ALTER TABLE OUTPUTEVENTS +ADD CONSTRAINT outputevents_fk_cgid + FOREIGN KEY (CGID) + REFERENCES CAREGIVERS(CGID); + + + +----------------- +--PRESCRIPTIONS-- +----------------- + +-- subject_id +ALTER TABLE PRESCRIPTIONS DROP CONSTRAINT IF EXISTS prescriptions_fk_subject_id; +ALTER TABLE PRESCRIPTIONS +ADD CONSTRAINT prescriptions_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE PRESCRIPTIONS DROP CONSTRAINT IF EXISTS prescriptions_fk_hadm_id; +ALTER TABLE PRESCRIPTIONS +ADD CONSTRAINT prescriptions_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- icustay_id +ALTER TABLE PRESCRIPTIONS DROP CONSTRAINT IF EXISTS prescriptions_fk_icustay_id; +ALTER TABLE PRESCRIPTIONS +ADD CONSTRAINT prescriptions_fk_icustay_id + FOREIGN KEY (ICUSTAY_ID) + REFERENCES ICUSTAYS(ICUSTAY_ID); + + +------------------ +--PROCEDUREEVENTS_MV-- +------------------ + +-- subject_id +ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_subject_id; +ALTER TABLE PROCEDUREEVENTS_MV +ADD CONSTRAINT procedureevents_mv_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_hadm_id; +ALTER TABLE PROCEDUREEVENTS_MV +ADD CONSTRAINT procedureevents_mv_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- icustay_id +ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_icustay_id; +ALTER TABLE PROCEDUREEVENTS_MV +ADD CONSTRAINT procedureevents_mv_fk_icustay_id + FOREIGN KEY (ICUSTAY_ID) + REFERENCES ICUSTAYS(ICUSTAY_ID); + +-- cgid +ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_itemid; +ALTER TABLE PROCEDUREEVENTS_MV +ADD CONSTRAINT procedureevents_mv_fk_itemid + FOREIGN KEY (ITEMID) + REFERENCES D_ITEMS(ITEMID); + +-- cgid +ALTER TABLE PROCEDUREEVENTS_MV DROP CONSTRAINT IF EXISTS procedureevents_mv_fk_cgid; +ALTER TABLE PROCEDUREEVENTS_MV +ADD CONSTRAINT procedureevents_mv_fk_cgid + FOREIGN KEY (CGID) + REFERENCES CAREGIVERS(CGID); + + +------------------ +--PROCEDURES_ICD-- +------------------ + +-- subject_id +ALTER TABLE PROCEDURES_ICD DROP CONSTRAINT IF EXISTS procedures_icd_fk_subject_id; +ALTER TABLE PROCEDURES_ICD +ADD CONSTRAINT procedures_icd_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE PROCEDURES_ICD DROP CONSTRAINT IF EXISTS procedures_icd_fk_hadm_id; +ALTER TABLE PROCEDURES_ICD +ADD CONSTRAINT procedures_icd_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- -- ICD9_code +-- ALTER TABLE PROCEDURES_ICD DROP CONSTRAINT IF EXISTS procedures_icd_fk_icd9; +-- ALTER TABLE PROCEDURES_ICD +-- ADD CONSTRAINT procedures_icd_fk_icd9 +-- FOREIGN KEY (ICD9_CODE) +-- REFERENCES D_ICD_PROCEDURES(ICD9_CODE); + +------------ +--SERVICES-- +------------ + +-- subject_id +ALTER TABLE SERVICES DROP CONSTRAINT IF EXISTS services_fk_subject_id; +ALTER TABLE SERVICES +ADD CONSTRAINT services_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE SERVICES DROP CONSTRAINT IF EXISTS services_fk_hadm_id; +ALTER TABLE SERVICES +ADD CONSTRAINT services_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +------------- +--TRANSFERS-- +------------- + +-- subject_id +ALTER TABLE TRANSFERS DROP CONSTRAINT IF EXISTS transfers_fk_subject_id; +ALTER TABLE TRANSFERS +ADD CONSTRAINT transfers_fk_subject_id + FOREIGN KEY (SUBJECT_ID) + REFERENCES PATIENTS(SUBJECT_ID); + +-- hadm_id +ALTER TABLE TRANSFERS DROP CONSTRAINT IF EXISTS transfers_fk_hadm_id; +ALTER TABLE TRANSFERS +ADD CONSTRAINT transfers_fk_hadm_id + FOREIGN KEY (HADM_ID) + REFERENCES ADMISSIONS(HADM_ID); + +-- icustay_id +ALTER TABLE TRANSFERS DROP CONSTRAINT IF EXISTS transfers_fk_icustay_id; +ALTER TABLE TRANSFERS +ADD CONSTRAINT transfers_fk_icustay_id + FOREIGN KEY (ICUSTAY_ID) + REFERENCES ICUSTAYS(ICUSTAY_ID); diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_add_indexes.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_add_indexes.sql new file mode 100644 index 00000000..8b702aec --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_add_indexes.sql @@ -0,0 +1,979 @@ +-- ---------------------------------------------------------------- +-- +-- This is a script to add the MIMIC-III indexes for Postgres. +-- +-- ---------------------------------------------------------------- + +-- If running scripts individually, you can set the schema where all tables are created as follows: +-- SET search_path TO mimiciii; + +-- Restoring the search path to its default value can be accomplished as follows: +-- SET search_path TO "$user",public; + +------------- +-- ADMISSIONS +------------- + +DROP INDEX IF EXISTS ADMISSIONS_idx01; +CREATE INDEX ADMISSIONS_IDX01 + ON ADMISSIONS (SUBJECT_ID); + +DROP INDEX IF EXISTS ADMISSIONS_idx02; +CREATE INDEX ADMISSIONS_IDX02 + ON ADMISSIONS (HADM_ID); + +-- DROP INDEX IF EXISTS ADMISSIONS_idx03; +-- CREATE INDEX ADMISSIONS_IDX03 +-- ON ADMISSIONS (ADMISSION_TYPE); + + +----------- +--CALLOUT-- +----------- + +DROP INDEX IF EXISTS CALLOUT_idx01; +CREATE INDEX CALLOUT_IDX01 + ON CALLOUT (SUBJECT_ID); + +DROP INDEX IF EXISTS CALLOUT_idx02; +CREATE INDEX CALLOUT_IDX02 + ON CALLOUT (HADM_ID); + +-- DROP INDEX IF EXISTS CALLOUT_idx03; +-- CREATE INDEX CALLOUT_IDX03 +-- ON CALLOUT (CALLOUT_SERVICE); + +-- DROP INDEX IF EXISTS CALLOUT_idx04; +-- CREATE INDEX CALLOUT_IDX04 +-- ON CALLOUT (CURR_WARDID, CALLOUT_WARDID, +-- DISCHARGE_WARDID); + +-- DROP INDEX IF EXISTS CALLOUT_idx05; +-- CREATE INDEX CALLOUT_IDX05 +-- ON CALLOUT (CALLOUT_STATUS, +-- CALLOUT_OUTCOME); + +-- DROP INDEX IF EXISTS CALLOUT_idx06; +-- CREATE INDEX CALLOUT_IDX06 +-- ON CALLOUT (CREATETIME, UPDATETIME, +-- ACKNOWLEDGETIME, OUTCOMETIME); + +--------------- +-- CAREGIVERS +--------------- + +-- DROP INDEX IF EXISTS CAREGIVERS_idx01; +-- CREATE INDEX CAREGIVERS_IDX01 +-- ON CAREGIVERS (CGID, LABEL); + +--------------- +-- CHARTEVENTS +--------------- + +-- CHARTEVENTS is built in 10 partitions which are inherited by a single mother table, "CHARTEVENTS" +-- Therefore, indices need to be added on every single inherited (or partitioned) table. + +DROP INDEX IF EXISTS chartevents_1_idx01; +CREATE INDEX chartevents_1_idx01 ON chartevents_1 (itemid); +DROP INDEX IF EXISTS chartevents_2_idx01; +CREATE INDEX chartevents_2_idx01 ON chartevents_2 (itemid); +DROP INDEX IF EXISTS chartevents_3_idx01; +CREATE INDEX chartevents_3_idx01 ON chartevents_3 (itemid); +DROP INDEX IF EXISTS chartevents_4_idx01; +CREATE INDEX chartevents_4_idx01 ON chartevents_4 (itemid); +DROP INDEX IF EXISTS chartevents_5_idx01; +CREATE INDEX chartevents_5_idx01 ON chartevents_5 (itemid); +DROP INDEX IF EXISTS chartevents_6_idx01; +CREATE INDEX chartevents_6_idx01 ON chartevents_6 (itemid); +DROP INDEX IF EXISTS chartevents_7_idx01; +CREATE INDEX chartevents_7_idx01 ON chartevents_7 (itemid); +DROP INDEX IF EXISTS chartevents_8_idx01; +CREATE INDEX chartevents_8_idx01 ON chartevents_8 (itemid); +DROP INDEX IF EXISTS chartevents_9_idx01; +CREATE INDEX chartevents_9_idx01 ON chartevents_9 (itemid); +DROP INDEX IF EXISTS chartevents_10_idx01; +CREATE INDEX chartevents_10_idx01 ON chartevents_10 (itemid); +DROP INDEX IF EXISTS chartevents_11_idx01; +CREATE INDEX chartevents_11_idx01 ON chartevents_11 (itemid); +DROP INDEX IF EXISTS chartevents_12_idx01; +CREATE INDEX chartevents_12_idx01 ON chartevents_12 (itemid); +DROP INDEX IF EXISTS chartevents_13_idx01; +CREATE INDEX chartevents_13_idx01 ON chartevents_13 (itemid); +DROP INDEX IF EXISTS chartevents_14_idx01; +CREATE INDEX chartevents_14_idx01 ON chartevents_14 (itemid); +DROP INDEX IF EXISTS chartevents_15_idx01; +CREATE INDEX chartevents_15_idx01 ON chartevents_15 (itemid); +DROP INDEX IF EXISTS chartevents_16_idx01; +CREATE INDEX chartevents_16_idx01 ON chartevents_16 (itemid); +DROP INDEX IF EXISTS chartevents_17_idx01; +CREATE INDEX chartevents_17_idx01 ON chartevents_17 (itemid); + +-- only create these indices if we have sufficient partitions +DO $$ +BEGIN + +IF EXISTS ( + SELECT 1 + FROM pg_class c + INNER JOIN pg_namespace n + ON n.oid = c.relnamespace + WHERE c.relname = 'chartevents_207' + ) THEN + + DROP INDEX IF EXISTS chartevents_18_idx01; + CREATE INDEX chartevents_18_idx01 ON chartevents_18 (itemid); + DROP INDEX IF EXISTS chartevents_19_idx01; + CREATE INDEX chartevents_19_idx01 ON chartevents_19 (itemid); + DROP INDEX IF EXISTS chartevents_20_idx01; + CREATE INDEX chartevents_20_idx01 ON chartevents_20 (itemid); + DROP INDEX IF EXISTS chartevents_21_idx01; + CREATE INDEX chartevents_21_idx01 ON chartevents_21 (itemid); + DROP INDEX IF EXISTS chartevents_22_idx01; + CREATE INDEX chartevents_22_idx01 ON chartevents_22 (itemid); + DROP INDEX IF EXISTS chartevents_23_idx01; + CREATE INDEX chartevents_23_idx01 ON chartevents_23 (itemid); + DROP INDEX IF EXISTS chartevents_24_idx01; + CREATE INDEX chartevents_24_idx01 ON chartevents_24 (itemid); + DROP INDEX IF EXISTS chartevents_25_idx01; + CREATE INDEX chartevents_25_idx01 ON chartevents_25 (itemid); + DROP INDEX IF EXISTS chartevents_26_idx01; + CREATE INDEX chartevents_26_idx01 ON chartevents_26 (itemid); + DROP INDEX IF EXISTS chartevents_27_idx01; + CREATE INDEX chartevents_27_idx01 ON chartevents_27 (itemid); + DROP INDEX IF EXISTS chartevents_28_idx01; + CREATE INDEX chartevents_28_idx01 ON chartevents_28 (itemid); + DROP INDEX IF EXISTS chartevents_29_idx01; + CREATE INDEX chartevents_29_idx01 ON chartevents_29 (itemid); + DROP INDEX IF EXISTS chartevents_30_idx01; + CREATE INDEX chartevents_30_idx01 ON chartevents_30 (itemid); + DROP INDEX IF EXISTS chartevents_31_idx01; + CREATE INDEX chartevents_31_idx01 ON chartevents_31 (itemid); + DROP INDEX IF EXISTS chartevents_32_idx01; + CREATE INDEX chartevents_32_idx01 ON chartevents_32 (itemid); + DROP INDEX IF EXISTS chartevents_33_idx01; + CREATE INDEX chartevents_33_idx01 ON chartevents_33 (itemid); + DROP INDEX IF EXISTS chartevents_34_idx01; + CREATE INDEX chartevents_34_idx01 ON chartevents_34 (itemid); + DROP INDEX IF EXISTS chartevents_35_idx01; + CREATE INDEX chartevents_35_idx01 ON chartevents_35 (itemid); + DROP INDEX IF EXISTS chartevents_36_idx01; + CREATE INDEX chartevents_36_idx01 ON chartevents_36 (itemid); + DROP INDEX IF EXISTS chartevents_37_idx01; + CREATE INDEX chartevents_37_idx01 ON chartevents_37 (itemid); + DROP INDEX IF EXISTS chartevents_38_idx01; + CREATE INDEX chartevents_38_idx01 ON chartevents_38 (itemid); + DROP INDEX IF EXISTS chartevents_39_idx01; + CREATE INDEX chartevents_39_idx01 ON chartevents_39 (itemid); + DROP INDEX IF EXISTS chartevents_40_idx01; + CREATE INDEX chartevents_40_idx01 ON chartevents_40 (itemid); + DROP INDEX IF EXISTS chartevents_41_idx01; + CREATE INDEX chartevents_41_idx01 ON chartevents_41 (itemid); + DROP INDEX IF EXISTS chartevents_42_idx01; + CREATE INDEX chartevents_42_idx01 ON chartevents_42 (itemid); + DROP INDEX IF EXISTS chartevents_43_idx01; + CREATE INDEX chartevents_43_idx01 ON chartevents_43 (itemid); + DROP INDEX IF EXISTS chartevents_44_idx01; + CREATE INDEX chartevents_44_idx01 ON chartevents_44 (itemid); + DROP INDEX IF EXISTS chartevents_45_idx01; + CREATE INDEX chartevents_45_idx01 ON chartevents_45 (itemid); + DROP INDEX IF EXISTS chartevents_46_idx01; + CREATE INDEX chartevents_46_idx01 ON chartevents_46 (itemid); + DROP INDEX IF EXISTS chartevents_47_idx01; + CREATE INDEX chartevents_47_idx01 ON chartevents_47 (itemid); + DROP INDEX IF EXISTS chartevents_48_idx01; + CREATE INDEX chartevents_48_idx01 ON chartevents_48 (itemid); + DROP INDEX IF EXISTS chartevents_49_idx01; + CREATE INDEX chartevents_49_idx01 ON chartevents_49 (itemid); + DROP INDEX IF EXISTS chartevents_50_idx01; + CREATE INDEX chartevents_50_idx01 ON chartevents_50 (itemid); + DROP INDEX IF EXISTS chartevents_51_idx01; + CREATE INDEX chartevents_51_idx01 ON chartevents_51 (itemid); + DROP INDEX IF EXISTS chartevents_52_idx01; + CREATE INDEX chartevents_52_idx01 ON chartevents_52 (itemid); + DROP INDEX IF EXISTS chartevents_53_idx01; + CREATE INDEX chartevents_53_idx01 ON chartevents_53 (itemid); + DROP INDEX IF EXISTS chartevents_54_idx01; + CREATE INDEX chartevents_54_idx01 ON chartevents_54 (itemid); + DROP INDEX IF EXISTS chartevents_55_idx01; + CREATE INDEX chartevents_55_idx01 ON chartevents_55 (itemid); + DROP INDEX IF EXISTS chartevents_56_idx01; + CREATE INDEX chartevents_56_idx01 ON chartevents_56 (itemid); + DROP INDEX IF EXISTS chartevents_57_idx01; + CREATE INDEX chartevents_57_idx01 ON chartevents_57 (itemid); + DROP INDEX IF EXISTS chartevents_58_idx01; + CREATE INDEX chartevents_58_idx01 ON chartevents_58 (itemid); + DROP INDEX IF EXISTS chartevents_59_idx01; + CREATE INDEX chartevents_59_idx01 ON chartevents_59 (itemid); + DROP INDEX IF EXISTS chartevents_60_idx01; + CREATE INDEX chartevents_60_idx01 ON chartevents_60 (itemid); + DROP INDEX IF EXISTS chartevents_61_idx01; + CREATE INDEX chartevents_61_idx01 ON chartevents_61 (itemid); + DROP INDEX IF EXISTS chartevents_62_idx01; + CREATE INDEX chartevents_62_idx01 ON chartevents_62 (itemid); + DROP INDEX IF EXISTS chartevents_63_idx01; + CREATE INDEX chartevents_63_idx01 ON chartevents_63 (itemid); + DROP INDEX IF EXISTS chartevents_64_idx01; + CREATE INDEX chartevents_64_idx01 ON chartevents_64 (itemid); + DROP INDEX IF EXISTS chartevents_65_idx01; + CREATE INDEX chartevents_65_idx01 ON chartevents_65 (itemid); + DROP INDEX IF EXISTS chartevents_66_idx01; + CREATE INDEX chartevents_66_idx01 ON chartevents_66 (itemid); + DROP INDEX IF EXISTS chartevents_67_idx01; + CREATE INDEX chartevents_67_idx01 ON chartevents_67 (itemid); + DROP INDEX IF EXISTS chartevents_68_idx01; + CREATE INDEX chartevents_68_idx01 ON chartevents_68 (itemid); + DROP INDEX IF EXISTS chartevents_69_idx01; + CREATE INDEX chartevents_69_idx01 ON chartevents_69 (itemid); + DROP INDEX IF EXISTS chartevents_70_idx01; + CREATE INDEX chartevents_70_idx01 ON chartevents_70 (itemid); + DROP INDEX IF EXISTS chartevents_71_idx01; + CREATE INDEX chartevents_71_idx01 ON chartevents_71 (itemid); + DROP INDEX IF EXISTS chartevents_72_idx01; + CREATE INDEX chartevents_72_idx01 ON chartevents_72 (itemid); + DROP INDEX IF EXISTS chartevents_73_idx01; + CREATE INDEX chartevents_73_idx01 ON chartevents_73 (itemid); + DROP INDEX IF EXISTS chartevents_74_idx01; + CREATE INDEX chartevents_74_idx01 ON chartevents_74 (itemid); + DROP INDEX IF EXISTS chartevents_75_idx01; + CREATE INDEX chartevents_75_idx01 ON chartevents_75 (itemid); + DROP INDEX IF EXISTS chartevents_76_idx01; + CREATE INDEX chartevents_76_idx01 ON chartevents_76 (itemid); + DROP INDEX IF EXISTS chartevents_77_idx01; + CREATE INDEX chartevents_77_idx01 ON chartevents_77 (itemid); + DROP INDEX IF EXISTS chartevents_78_idx01; + CREATE INDEX chartevents_78_idx01 ON chartevents_78 (itemid); + DROP INDEX IF EXISTS chartevents_79_idx01; + CREATE INDEX chartevents_79_idx01 ON chartevents_79 (itemid); + DROP INDEX IF EXISTS chartevents_80_idx01; + CREATE INDEX chartevents_80_idx01 ON chartevents_80 (itemid); + DROP INDEX IF EXISTS chartevents_81_idx01; + CREATE INDEX chartevents_81_idx01 ON chartevents_81 (itemid); + DROP INDEX IF EXISTS chartevents_82_idx01; + CREATE INDEX chartevents_82_idx01 ON chartevents_82 (itemid); + DROP INDEX IF EXISTS chartevents_83_idx01; + CREATE INDEX chartevents_83_idx01 ON chartevents_83 (itemid); + DROP INDEX IF EXISTS chartevents_84_idx01; + CREATE INDEX chartevents_84_idx01 ON chartevents_84 (itemid); + DROP INDEX IF EXISTS chartevents_85_idx01; + CREATE INDEX chartevents_85_idx01 ON chartevents_85 (itemid); + DROP INDEX IF EXISTS chartevents_86_idx01; + CREATE INDEX chartevents_86_idx01 ON chartevents_86 (itemid); + DROP INDEX IF EXISTS chartevents_87_idx01; + CREATE INDEX chartevents_87_idx01 ON chartevents_87 (itemid); + DROP INDEX IF EXISTS chartevents_88_idx01; + CREATE INDEX chartevents_88_idx01 ON chartevents_88 (itemid); + DROP INDEX IF EXISTS chartevents_89_idx01; + CREATE INDEX chartevents_89_idx01 ON chartevents_89 (itemid); + DROP INDEX IF EXISTS chartevents_90_idx01; + CREATE INDEX chartevents_90_idx01 ON chartevents_90 (itemid); + DROP INDEX IF EXISTS chartevents_91_idx01; + CREATE INDEX chartevents_91_idx01 ON chartevents_91 (itemid); + DROP INDEX IF EXISTS chartevents_92_idx01; + CREATE INDEX chartevents_92_idx01 ON chartevents_92 (itemid); + DROP INDEX IF EXISTS chartevents_93_idx01; + CREATE INDEX chartevents_93_idx01 ON chartevents_93 (itemid); + DROP INDEX IF EXISTS chartevents_94_idx01; + CREATE INDEX chartevents_94_idx01 ON chartevents_94 (itemid); + DROP INDEX IF EXISTS chartevents_95_idx01; + CREATE INDEX chartevents_95_idx01 ON chartevents_95 (itemid); + DROP INDEX IF EXISTS chartevents_96_idx01; + CREATE INDEX chartevents_96_idx01 ON chartevents_96 (itemid); + DROP INDEX IF EXISTS chartevents_97_idx01; + CREATE INDEX chartevents_97_idx01 ON chartevents_97 (itemid); + DROP INDEX IF EXISTS chartevents_98_idx01; + CREATE INDEX chartevents_98_idx01 ON chartevents_98 (itemid); + DROP INDEX IF EXISTS chartevents_99_idx01; + CREATE INDEX chartevents_99_idx01 ON chartevents_99 (itemid); + DROP INDEX IF EXISTS chartevents_100_idx01; + CREATE INDEX chartevents_100_idx01 ON chartevents_100 (itemid); + DROP INDEX IF EXISTS chartevents_101_idx01; + CREATE INDEX chartevents_101_idx01 ON chartevents_101 (itemid); + DROP INDEX IF EXISTS chartevents_102_idx01; + CREATE INDEX chartevents_102_idx01 ON chartevents_102 (itemid); + DROP INDEX IF EXISTS chartevents_103_idx01; + CREATE INDEX chartevents_103_idx01 ON chartevents_103 (itemid); + DROP INDEX IF EXISTS chartevents_104_idx01; + CREATE INDEX chartevents_104_idx01 ON chartevents_104 (itemid); + DROP INDEX IF EXISTS chartevents_105_idx01; + CREATE INDEX chartevents_105_idx01 ON chartevents_105 (itemid); + DROP INDEX IF EXISTS chartevents_106_idx01; + CREATE INDEX chartevents_106_idx01 ON chartevents_106 (itemid); + DROP INDEX IF EXISTS chartevents_107_idx01; + CREATE INDEX chartevents_107_idx01 ON chartevents_107 (itemid); + DROP INDEX IF EXISTS chartevents_108_idx01; + CREATE INDEX chartevents_108_idx01 ON chartevents_108 (itemid); + DROP INDEX IF EXISTS chartevents_109_idx01; + CREATE INDEX chartevents_109_idx01 ON chartevents_109 (itemid); + DROP INDEX IF EXISTS chartevents_110_idx01; + CREATE INDEX chartevents_110_idx01 ON chartevents_110 (itemid); + DROP INDEX IF EXISTS chartevents_111_idx01; + CREATE INDEX chartevents_111_idx01 ON chartevents_111 (itemid); + DROP INDEX IF EXISTS chartevents_112_idx01; + CREATE INDEX chartevents_112_idx01 ON chartevents_112 (itemid); + DROP INDEX IF EXISTS chartevents_113_idx01; + CREATE INDEX chartevents_113_idx01 ON chartevents_113 (itemid); + DROP INDEX IF EXISTS chartevents_114_idx01; + CREATE INDEX chartevents_114_idx01 ON chartevents_114 (itemid); + DROP INDEX IF EXISTS chartevents_115_idx01; + CREATE INDEX chartevents_115_idx01 ON chartevents_115 (itemid); + DROP INDEX IF EXISTS chartevents_116_idx01; + CREATE INDEX chartevents_116_idx01 ON chartevents_116 (itemid); + DROP INDEX IF EXISTS chartevents_117_idx01; + CREATE INDEX chartevents_117_idx01 ON chartevents_117 (itemid); + DROP INDEX IF EXISTS chartevents_118_idx01; + CREATE INDEX chartevents_118_idx01 ON chartevents_118 (itemid); + DROP INDEX IF EXISTS chartevents_119_idx01; + CREATE INDEX chartevents_119_idx01 ON chartevents_119 (itemid); + DROP INDEX IF EXISTS chartevents_120_idx01; + CREATE INDEX chartevents_120_idx01 ON chartevents_120 (itemid); + DROP INDEX IF EXISTS chartevents_121_idx01; + CREATE INDEX chartevents_121_idx01 ON chartevents_121 (itemid); + DROP INDEX IF EXISTS chartevents_122_idx01; + CREATE INDEX chartevents_122_idx01 ON chartevents_122 (itemid); + DROP INDEX IF EXISTS chartevents_123_idx01; + CREATE INDEX chartevents_123_idx01 ON chartevents_123 (itemid); + DROP INDEX IF EXISTS chartevents_124_idx01; + CREATE INDEX chartevents_124_idx01 ON chartevents_124 (itemid); + DROP INDEX IF EXISTS chartevents_125_idx01; + CREATE INDEX chartevents_125_idx01 ON chartevents_125 (itemid); + DROP INDEX IF EXISTS chartevents_126_idx01; + CREATE INDEX chartevents_126_idx01 ON chartevents_126 (itemid); + DROP INDEX IF EXISTS chartevents_127_idx01; + CREATE INDEX chartevents_127_idx01 ON chartevents_127 (itemid); + DROP INDEX IF EXISTS chartevents_128_idx01; + CREATE INDEX chartevents_128_idx01 ON chartevents_128 (itemid); + DROP INDEX IF EXISTS chartevents_129_idx01; + CREATE INDEX chartevents_129_idx01 ON chartevents_129 (itemid); + DROP INDEX IF EXISTS chartevents_130_idx01; + CREATE INDEX chartevents_130_idx01 ON chartevents_130 (itemid); + DROP INDEX IF EXISTS chartevents_131_idx01; + CREATE INDEX chartevents_131_idx01 ON chartevents_131 (itemid); + DROP INDEX IF EXISTS chartevents_132_idx01; + CREATE INDEX chartevents_132_idx01 ON chartevents_132 (itemid); + DROP INDEX IF EXISTS chartevents_133_idx01; + CREATE INDEX chartevents_133_idx01 ON chartevents_133 (itemid); + DROP INDEX IF EXISTS chartevents_134_idx01; + CREATE INDEX chartevents_134_idx01 ON chartevents_134 (itemid); + DROP INDEX IF EXISTS chartevents_135_idx01; + CREATE INDEX chartevents_135_idx01 ON chartevents_135 (itemid); + DROP INDEX IF EXISTS chartevents_136_idx01; + CREATE INDEX chartevents_136_idx01 ON chartevents_136 (itemid); + DROP INDEX IF EXISTS chartevents_137_idx01; + CREATE INDEX chartevents_137_idx01 ON chartevents_137 (itemid); + DROP INDEX IF EXISTS chartevents_138_idx01; + CREATE INDEX chartevents_138_idx01 ON chartevents_138 (itemid); + DROP INDEX IF EXISTS chartevents_139_idx01; + CREATE INDEX chartevents_139_idx01 ON chartevents_139 (itemid); + DROP INDEX IF EXISTS chartevents_140_idx01; + CREATE INDEX chartevents_140_idx01 ON chartevents_140 (itemid); + DROP INDEX IF EXISTS chartevents_141_idx01; + CREATE INDEX chartevents_141_idx01 ON chartevents_141 (itemid); + DROP INDEX IF EXISTS chartevents_142_idx01; + CREATE INDEX chartevents_142_idx01 ON chartevents_142 (itemid); + DROP INDEX IF EXISTS chartevents_143_idx01; + CREATE INDEX chartevents_143_idx01 ON chartevents_143 (itemid); + DROP INDEX IF EXISTS chartevents_144_idx01; + CREATE INDEX chartevents_144_idx01 ON chartevents_144 (itemid); + DROP INDEX IF EXISTS chartevents_145_idx01; + CREATE INDEX chartevents_145_idx01 ON chartevents_145 (itemid); + DROP INDEX IF EXISTS chartevents_146_idx01; + CREATE INDEX chartevents_146_idx01 ON chartevents_146 (itemid); + DROP INDEX IF EXISTS chartevents_147_idx01; + CREATE INDEX chartevents_147_idx01 ON chartevents_147 (itemid); + DROP INDEX IF EXISTS chartevents_148_idx01; + CREATE INDEX chartevents_148_idx01 ON chartevents_148 (itemid); + DROP INDEX IF EXISTS chartevents_149_idx01; + CREATE INDEX chartevents_149_idx01 ON chartevents_149 (itemid); + DROP INDEX IF EXISTS chartevents_150_idx01; + CREATE INDEX chartevents_150_idx01 ON chartevents_150 (itemid); + DROP INDEX IF EXISTS chartevents_151_idx01; + CREATE INDEX chartevents_151_idx01 ON chartevents_151 (itemid); + DROP INDEX IF EXISTS chartevents_152_idx01; + CREATE INDEX chartevents_152_idx01 ON chartevents_152 (itemid); + DROP INDEX IF EXISTS chartevents_153_idx01; + CREATE INDEX chartevents_153_idx01 ON chartevents_153 (itemid); + DROP INDEX IF EXISTS chartevents_154_idx01; + CREATE INDEX chartevents_154_idx01 ON chartevents_154 (itemid); + DROP INDEX IF EXISTS chartevents_155_idx01; + CREATE INDEX chartevents_155_idx01 ON chartevents_155 (itemid); + DROP INDEX IF EXISTS chartevents_156_idx01; + CREATE INDEX chartevents_156_idx01 ON chartevents_156 (itemid); + DROP INDEX IF EXISTS chartevents_157_idx01; + CREATE INDEX chartevents_157_idx01 ON chartevents_157 (itemid); + DROP INDEX IF EXISTS chartevents_158_idx01; + CREATE INDEX chartevents_158_idx01 ON chartevents_158 (itemid); + DROP INDEX IF EXISTS chartevents_159_idx01; + CREATE INDEX chartevents_159_idx01 ON chartevents_159 (itemid); + DROP INDEX IF EXISTS chartevents_160_idx01; + CREATE INDEX chartevents_160_idx01 ON chartevents_160 (itemid); + DROP INDEX IF EXISTS chartevents_161_idx01; + CREATE INDEX chartevents_161_idx01 ON chartevents_161 (itemid); + DROP INDEX IF EXISTS chartevents_162_idx01; + CREATE INDEX chartevents_162_idx01 ON chartevents_162 (itemid); + DROP INDEX IF EXISTS chartevents_163_idx01; + CREATE INDEX chartevents_163_idx01 ON chartevents_163 (itemid); + DROP INDEX IF EXISTS chartevents_164_idx01; + CREATE INDEX chartevents_164_idx01 ON chartevents_164 (itemid); + DROP INDEX IF EXISTS chartevents_165_idx01; + CREATE INDEX chartevents_165_idx01 ON chartevents_165 (itemid); + DROP INDEX IF EXISTS chartevents_166_idx01; + CREATE INDEX chartevents_166_idx01 ON chartevents_166 (itemid); + DROP INDEX IF EXISTS chartevents_167_idx01; + CREATE INDEX chartevents_167_idx01 ON chartevents_167 (itemid); + DROP INDEX IF EXISTS chartevents_168_idx01; + CREATE INDEX chartevents_168_idx01 ON chartevents_168 (itemid); + DROP INDEX IF EXISTS chartevents_169_idx01; + CREATE INDEX chartevents_169_idx01 ON chartevents_169 (itemid); + DROP INDEX IF EXISTS chartevents_170_idx01; + CREATE INDEX chartevents_170_idx01 ON chartevents_170 (itemid); + DROP INDEX IF EXISTS chartevents_171_idx01; + CREATE INDEX chartevents_171_idx01 ON chartevents_171 (itemid); + DROP INDEX IF EXISTS chartevents_172_idx01; + CREATE INDEX chartevents_172_idx01 ON chartevents_172 (itemid); + DROP INDEX IF EXISTS chartevents_173_idx01; + CREATE INDEX chartevents_173_idx01 ON chartevents_173 (itemid); + DROP INDEX IF EXISTS chartevents_174_idx01; + CREATE INDEX chartevents_174_idx01 ON chartevents_174 (itemid); + DROP INDEX IF EXISTS chartevents_175_idx01; + CREATE INDEX chartevents_175_idx01 ON chartevents_175 (itemid); + DROP INDEX IF EXISTS chartevents_176_idx01; + CREATE INDEX chartevents_176_idx01 ON chartevents_176 (itemid); + DROP INDEX IF EXISTS chartevents_177_idx01; + CREATE INDEX chartevents_177_idx01 ON chartevents_177 (itemid); + DROP INDEX IF EXISTS chartevents_178_idx01; + CREATE INDEX chartevents_178_idx01 ON chartevents_178 (itemid); + DROP INDEX IF EXISTS chartevents_179_idx01; + CREATE INDEX chartevents_179_idx01 ON chartevents_179 (itemid); + DROP INDEX IF EXISTS chartevents_180_idx01; + CREATE INDEX chartevents_180_idx01 ON chartevents_180 (itemid); + DROP INDEX IF EXISTS chartevents_181_idx01; + CREATE INDEX chartevents_181_idx01 ON chartevents_181 (itemid); + DROP INDEX IF EXISTS chartevents_182_idx01; + CREATE INDEX chartevents_182_idx01 ON chartevents_182 (itemid); + DROP INDEX IF EXISTS chartevents_183_idx01; + CREATE INDEX chartevents_183_idx01 ON chartevents_183 (itemid); + DROP INDEX IF EXISTS chartevents_184_idx01; + CREATE INDEX chartevents_184_idx01 ON chartevents_184 (itemid); + DROP INDEX IF EXISTS chartevents_185_idx01; + CREATE INDEX chartevents_185_idx01 ON chartevents_185 (itemid); + DROP INDEX IF EXISTS chartevents_186_idx01; + CREATE INDEX chartevents_186_idx01 ON chartevents_186 (itemid); + DROP INDEX IF EXISTS chartevents_187_idx01; + CREATE INDEX chartevents_187_idx01 ON chartevents_187 (itemid); + DROP INDEX IF EXISTS chartevents_188_idx01; + CREATE INDEX chartevents_188_idx01 ON chartevents_188 (itemid); + DROP INDEX IF EXISTS chartevents_189_idx01; + CREATE INDEX chartevents_189_idx01 ON chartevents_189 (itemid); + DROP INDEX IF EXISTS chartevents_190_idx01; + CREATE INDEX chartevents_190_idx01 ON chartevents_190 (itemid); + DROP INDEX IF EXISTS chartevents_191_idx01; + CREATE INDEX chartevents_191_idx01 ON chartevents_191 (itemid); + DROP INDEX IF EXISTS chartevents_192_idx01; + CREATE INDEX chartevents_192_idx01 ON chartevents_192 (itemid); + DROP INDEX IF EXISTS chartevents_193_idx01; + CREATE INDEX chartevents_193_idx01 ON chartevents_193 (itemid); + DROP INDEX IF EXISTS chartevents_194_idx01; + CREATE INDEX chartevents_194_idx01 ON chartevents_194 (itemid); + DROP INDEX IF EXISTS chartevents_195_idx01; + CREATE INDEX chartevents_195_idx01 ON chartevents_195 (itemid); + DROP INDEX IF EXISTS chartevents_196_idx01; + CREATE INDEX chartevents_196_idx01 ON chartevents_196 (itemid); + DROP INDEX IF EXISTS chartevents_197_idx01; + CREATE INDEX chartevents_197_idx01 ON chartevents_197 (itemid); + DROP INDEX IF EXISTS chartevents_198_idx01; + CREATE INDEX chartevents_198_idx01 ON chartevents_198 (itemid); + DROP INDEX IF EXISTS chartevents_199_idx01; + CREATE INDEX chartevents_199_idx01 ON chartevents_199 (itemid); + DROP INDEX IF EXISTS chartevents_200_idx01; + CREATE INDEX chartevents_200_idx01 ON chartevents_200 (itemid); + DROP INDEX IF EXISTS chartevents_201_idx01; + CREATE INDEX chartevents_201_idx01 ON chartevents_201 (itemid); + DROP INDEX IF EXISTS chartevents_202_idx01; + CREATE INDEX chartevents_202_idx01 ON chartevents_202 (itemid); + DROP INDEX IF EXISTS chartevents_203_idx01; + CREATE INDEX chartevents_203_idx01 ON chartevents_203 (itemid); + DROP INDEX IF EXISTS chartevents_204_idx01; + CREATE INDEX chartevents_204_idx01 ON chartevents_204 (itemid); + DROP INDEX IF EXISTS chartevents_205_idx01; + CREATE INDEX chartevents_205_idx01 ON chartevents_205 (itemid); + DROP INDEX IF EXISTS chartevents_206_idx01; + CREATE INDEX chartevents_206_idx01 ON chartevents_206 (itemid); + DROP INDEX IF EXISTS chartevents_207_idx01; + CREATE INDEX chartevents_207_idx01 ON chartevents_207 (itemid); +END IF; + +END$$; +--------------- +-- CPTEVENTS +--------------- + +DROP INDEX IF EXISTS CPTEVENTS_idx01; +CREATE INDEX CPTEVENTS_idx01 + ON CPTEVENTS (SUBJECT_ID); + +DROP INDEX IF EXISTS CPTEVENTS_idx02; +CREATE INDEX CPTEVENTS_idx02 + ON CPTEVENTS (CPT_CD); + +----------- +-- D_CPT +----------- + +-- Table is 134 rows - doesn't need an index. + +-------------------- +-- D_ICD_DIAGNOSES +-------------------- + +DROP INDEX IF EXISTS D_ICD_DIAG_idx01; +CREATE INDEX D_ICD_DIAG_idx01 + ON D_ICD_DIAGNOSES (ICD9_CODE); + +DROP INDEX IF EXISTS D_ICD_DIAG_idx02; +CREATE INDEX D_ICD_DIAG_idx02 + ON D_ICD_DIAGNOSES (LONG_TITLE); + +-------------------- +-- D_ICD_PROCEDURES +-------------------- + +DROP INDEX IF EXISTS D_ICD_PROC_idx01; +CREATE INDEX D_ICD_PROC_idx01 + ON D_ICD_PROCEDURES (ICD9_CODE); + +DROP INDEX IF EXISTS D_ICD_PROC_idx02; +CREATE INDEX D_ICD_PROC_idx02 + ON D_ICD_PROCEDURES (LONG_TITLE); + +----------- +-- D_ITEMS +----------- + +DROP INDEX IF EXISTS D_ITEMS_idx01; +CREATE INDEX D_ITEMS_idx01 + ON D_ITEMS (ITEMID); + +DROP INDEX IF EXISTS D_ITEMS_idx02; +CREATE INDEX D_ITEMS_idx02 + ON D_ITEMS (LABEL); + +-- DROP INDEX IF EXISTS D_ITEMS_idx03; +-- CREATE INDEX D_ITEMS_idx03 +-- ON D_ITEMS (CATEGORY); + +--------------- +-- D_LABITEMS +--------------- + +DROP INDEX IF EXISTS D_LABITEMS_idx01; +CREATE INDEX D_LABITEMS_idx01 + ON D_LABITEMS (ITEMID); + +DROP INDEX IF EXISTS D_LABITEMS_idx02; +CREATE INDEX D_LABITEMS_idx02 + ON D_LABITEMS (LABEL); + +DROP INDEX IF EXISTS D_LABITEMS_idx03; +CREATE INDEX D_LABITEMS_idx03 + ON D_LABITEMS (LOINC_CODE); + +------------------- +-- DATETIMEEVENTS +------------------- + +DROP INDEX IF EXISTS DATETIMEEVENTS_idx01; +CREATE INDEX DATETIMEEVENTS_idx01 + ON DATETIMEEVENTS (SUBJECT_ID); + +DROP INDEX IF EXISTS DATETIMEEVENTS_idx02; +CREATE INDEX DATETIMEEVENTS_idx02 + ON DATETIMEEVENTS (ITEMID); + +DROP INDEX IF EXISTS DATETIMEEVENTS_idx03; +CREATE INDEX DATETIMEEVENTS_idx03 + ON DATETIMEEVENTS (ICUSTAY_ID); + +DROP INDEX IF EXISTS DATETIMEEVENTS_idx04; +CREATE INDEX DATETIMEEVENTS_idx04 + ON DATETIMEEVENTS (HADM_ID); + +-- DROP INDEX IF EXISTS DATETIMEEVENTS_idx05; +-- CREATE INDEX DATETIMEEVENTS_idx05 +-- ON DATETIMEEVENTS (VALUE); + +------------------ +-- DIAGNOSES_ICD +------------------ + +DROP INDEX IF EXISTS DIAGNOSES_ICD_idx01; +CREATE INDEX DIAGNOSES_ICD_idx01 + ON DIAGNOSES_ICD (SUBJECT_ID); + +DROP INDEX IF EXISTS DIAGNOSES_ICD_idx02; +CREATE INDEX DIAGNOSES_ICD_idx02 + ON DIAGNOSES_ICD (ICD9_CODE); + +DROP INDEX IF EXISTS DIAGNOSES_ICD_idx03; +CREATE INDEX DIAGNOSES_ICD_idx03 + ON DIAGNOSES_ICD (HADM_ID); + +-------------- +-- DRGCODES +-------------- + +DROP INDEX IF EXISTS DRGCODES_idx01; +CREATE INDEX DRGCODES_idx01 + ON DRGCODES (SUBJECT_ID); + +DROP INDEX IF EXISTS DRGCODES_idx02; +CREATE INDEX DRGCODES_idx02 + ON DRGCODES (DRG_CODE); + +DROP INDEX IF EXISTS DRGCODES_idx03; +CREATE INDEX DRGCODES_idx03 + ON DRGCODES (DESCRIPTION); + +-- HADM_ID + +------------------ +-- ICUSTAYS +------------------ + +DROP INDEX IF EXISTS ICUSTAYS_idx01; +CREATE INDEX ICUSTAYS_idx01 + ON ICUSTAYS (SUBJECT_ID); + +DROP INDEX IF EXISTS ICUSTAYS_idx02; +CREATE INDEX ICUSTAYS_idx02 + ON ICUSTAYS (ICUSTAY_ID); + +-- DROP INDEX IF EXISTS ICUSTAYS_idx03; +-- CREATE INDEX ICUSTAYS_idx03 +-- ON ICUSTAYS (LOS); + +-- DROP INDEX IF EXISTS ICUSTAYS_idx04; +-- CREATE INDEX ICUSTAYS_idx04 +-- ON ICUSTAYS (FIRST_CAREUNIT); + +-- DROP INDEX IF EXISTS ICUSTAYS_idx05; +-- CREATE INDEX ICUSTAYS_idx05 +-- ON ICUSTAYS (LAST_CAREUNIT); + +DROP INDEX IF EXISTS ICUSTAYS_idx06; +CREATE INDEX ICUSTAYS_IDX06 + ON ICUSTAYS (HADM_ID); + +------------- +-- INPUTEVENTS_CV +------------- + +DROP INDEX IF EXISTS INPUTEVENTS_CV_idx01; +CREATE INDEX INPUTEVENTS_CV_idx01 + ON INPUTEVENTS_CV (SUBJECT_ID); + + DROP INDEX IF EXISTS INPUTEVENTS_CV_idx02; + CREATE INDEX INPUTEVENTS_CV_idx02 + ON INPUTEVENTS_CV (HADM_ID); + +DROP INDEX IF EXISTS INPUTEVENTS_CV_idx03; +CREATE INDEX INPUTEVENTS_CV_idx03 + ON INPUTEVENTS_CV (ICUSTAY_ID); + +DROP INDEX IF EXISTS INPUTEVENTS_CV_idx04; +CREATE INDEX INPUTEVENTS_CV_idx04 + ON INPUTEVENTS_CV (CHARTTIME); + +DROP INDEX IF EXISTS INPUTEVENTS_CV_idx05; +CREATE INDEX INPUTEVENTS_CV_idx05 + ON INPUTEVENTS_CV (ITEMID); + +-- DROP INDEX IF EXISTS INPUTEVENTS_CV_idx06; +-- CREATE INDEX INPUTEVENTS_CV_idx06 +-- ON INPUTEVENTS_CV (RATE); + +-- DROP INDEX IF EXISTS INPUTEVENTS_CV_idx07; +-- CREATE INDEX INPUTEVENTS_CV_idx07 +-- ON INPUTEVENTS_CV (AMOUNT); + +-- DROP INDEX IF EXISTS INPUTEVENTS_CV_idx08; +-- CREATE INDEX INPUTEVENTS_CV_idx08 +-- ON INPUTEVENTS_CV (CGID); + +-- DROP INDEX IF EXISTS INPUTEVENTS_CV_idx09; +-- CREATE INDEX INPUTEVENTS_CV_idx09 +-- ON INPUTEVENTS_CV (LINKORDERID, ORDERID); + +------------- +-- INPUTEVENTS_MV +------------- + +DROP INDEX IF EXISTS INPUTEVENTS_MV_idx01; +CREATE INDEX INPUTEVENTS_MV_idx01 + ON INPUTEVENTS_MV (SUBJECT_ID); + +DROP INDEX IF EXISTS INPUTEVENTS_MV_idx02; +CREATE INDEX INPUTEVENTS_MV_idx02 + ON INPUTEVENTS_MV (HADM_ID); + +DROP INDEX IF EXISTS INPUTEVENTS_MV_idx03; +CREATE INDEX INPUTEVENTS_MV_idx03 + ON INPUTEVENTS_MV (ICUSTAY_ID); + +-- DROP INDEX IF EXISTS INPUTEVENTS_MV_idx04; +-- CREATE INDEX INPUTEVENTS_MV_idx04 +-- ON INPUTEVENTS_MV (ENDTIME, STARTTIME); + +DROP INDEX IF EXISTS INPUTEVENTS_MV_idx05; +CREATE INDEX INPUTEVENTS_MV_idx05 + ON INPUTEVENTS_MV (ITEMID); + +-- DROP INDEX IF EXISTS INPUTEVENTS_MV_idx06; +-- CREATE INDEX INPUTEVENTS_MV_idx06 +-- ON INPUTEVENTS_MV (RATE); + +-- DROP INDEX IF EXISTS INPUTEVENTS_MV_idx07; +-- CREATE INDEX INPUTEVENTS_MV_idx07 +-- ON INPUTEVENTS_MV (VOLUME); + +-- DROP INDEX IF EXISTS INPUTEVENTS_MV_idx08; +-- CREATE INDEX INPUTEVENTS_MV_idx08 +-- ON INPUTEVENTS_MV (CGID); + +-- DROP INDEX IF EXISTS INPUTEVENTS_MV_idx09; +-- CREATE INDEX INPUTEVENTS_MV_idx09 +-- ON INPUTEVENTS_MV (LINKORDERID, ORDERID); + +-- DROP INDEX IF EXISTS INPUTEVENTS_MV_idx10; +-- CREATE INDEX INPUTEVENTS_MV_idx10 +-- ON INPUTEVENTS_MV (ORDERCATEGORYDESCRIPTION, +-- ORDERCATEGORYNAME, SECONDARYORDERCATEGORYNAME); + +-- DROP INDEX IF EXISTS INPUTEVENTS_MV_idx11; +-- CREATE INDEX INPUTEVENTS_MV_idx11 +-- ON INPUTEVENTS_MV (ORDERCOMPONENTTYPEDESCRIPTION, +-- ORDERCATEGORYDESCRIPTION); + + +-------------- +-- LABEVENTS +-------------- + +DROP INDEX IF EXISTS LABEVENTS_idx01; +CREATE INDEX LABEVENTS_idx01 + ON LABEVENTS (SUBJECT_ID); + +DROP INDEX IF EXISTS LABEVENTS_idx02; +CREATE INDEX LABEVENTS_idx02 + ON LABEVENTS (HADM_ID); + +DROP INDEX IF EXISTS LABEVENTS_idx03; +CREATE INDEX LABEVENTS_idx03 + ON LABEVENTS (ITEMID); + +-- DROP INDEX IF EXISTS LABEVENTS_idx04; +-- CREATE INDEX LABEVENTS_idx04 +-- ON LABEVENTS (VALUE, VALUENUM); + +---------------------- +-- MICROBIOLOGYEVENTS +---------------------- + +DROP INDEX IF EXISTS MICROBIOLOGYEVENTS_idx01; +CREATE INDEX MICROBIOLOGYEVENTS_idx01 + ON MICROBIOLOGYEVENTS (SUBJECT_ID); + +DROP INDEX IF EXISTS MICROBIOLOGYEVENTS_idx02; +CREATE INDEX MICROBIOLOGYEVENTS_idx02 + ON MICROBIOLOGYEVENTS (HADM_ID); + +-- DROP INDEX IF EXISTS MICROBIOLOGYEVENTS_idx03; +-- CREATE INDEX MICROBIOLOGYEVENTS_idx03 +-- ON MICROBIOLOGYEVENTS (SPEC_ITEMID, +-- ORG_ITEMID, AB_ITEMID); + +--------------- +-- NOTEEVENTS +--------------- + +DROP INDEX IF EXISTS NOTEEVENTS_idx01; +CREATE INDEX NOTEEVENTS_idx01 + ON NOTEEVENTS (SUBJECT_ID); + +DROP INDEX IF EXISTS NOTEEVENTS_idx02; +CREATE INDEX NOTEEVENTS_idx02 + ON NOTEEVENTS (HADM_ID); + +-- DROP INDEX IF EXISTS NOTEEVENTS_idx03; +-- CREATE INDEX NOTEEVENTS_idx03 +-- ON NOTEEVENTS (CGID); + +-- DROP INDEX IF EXISTS NOTEEVENTS_idx04; +-- CREATE INDEX NOTEEVENTS_idx04 +-- ON NOTEEVENTS (RECORD_ID); + +DROP INDEX IF EXISTS NOTEEVENTS_idx05; +CREATE INDEX NOTEEVENTS_idx05 + ON NOTEEVENTS (CATEGORY); + + +--------------- +-- OUTPUTEVENTS +--------------- +DROP INDEX IF EXISTS OUTPUTEVENTS_idx01; +CREATE INDEX OUTPUTEVENTS_idx01 + ON OUTPUTEVENTS (SUBJECT_ID); + + +DROP INDEX IF EXISTS OUTPUTEVENTS_idx02; +CREATE INDEX OUTPUTEVENTS_idx02 + ON OUTPUTEVENTS (ITEMID); + + +DROP INDEX IF EXISTS OUTPUTEVENTS_idx03; +CREATE INDEX OUTPUTEVENTS_idx03 + ON OUTPUTEVENTS (ICUSTAY_ID); + + +DROP INDEX IF EXISTS OUTPUTEVENTS_idx04; +CREATE INDEX OUTPUTEVENTS_idx04 + ON OUTPUTEVENTS (HADM_ID); + +-- Perhaps not useful to index on just value? Index just for popular subset? +-- DROP INDEX IF EXISTS OUTPUTEVENTS_idx05; +-- CREATE INDEX OUTPUTEVENTS_idx05 +-- ON OUTPUTEVENTS (VALUE); + + +------------- +-- PATIENTS +------------- + +-- Note that SUBJECT_ID is already indexed as it is unique + +-- DROP INDEX IF EXISTS PATIENTS_idx01; +-- CREATE INDEX PATIENTS_idx01 +-- ON PATIENTS (EXPIRE_FLAG); + + +------------------ +-- PRESCRIPTIONS +------------------ + +DROP INDEX IF EXISTS PRESCRIPTIONS_idx01; +CREATE INDEX PRESCRIPTIONS_idx01 + ON PRESCRIPTIONS (SUBJECT_ID); + +DROP INDEX IF EXISTS PRESCRIPTIONS_idx02; +CREATE INDEX PRESCRIPTIONS_idx02 + ON PRESCRIPTIONS (ICUSTAY_ID); + +DROP INDEX IF EXISTS PRESCRIPTIONS_idx03; +CREATE INDEX PRESCRIPTIONS_idx03 + ON PRESCRIPTIONS (DRUG_TYPE); + +DROP INDEX IF EXISTS PRESCRIPTIONS_idx04; +CREATE INDEX PRESCRIPTIONS_idx04 + ON PRESCRIPTIONS (DRUG); + +DROP INDEX IF EXISTS PRESCRIPTIONS_idx05; +CREATE INDEX PRESCRIPTIONS_idx05 + ON PRESCRIPTIONS (HADM_ID); + + +--------------------- +-- PROCEDUREEVENTS_MV +--------------------- + +DROP INDEX IF EXISTS PROCEDUREEVENTS_MV_idx01; +CREATE INDEX PROCEDUREEVENTS_MV_idx01 + ON PROCEDUREEVENTS_MV (SUBJECT_ID); + +DROP INDEX IF EXISTS PROCEDUREEVENTS_MV_idx02; +CREATE INDEX PROCEDUREEVENTS_MV_idx02 + ON PROCEDUREEVENTS_MV (HADM_ID); + +DROP INDEX IF EXISTS PROCEDUREEVENTS_MV_idx03; +CREATE INDEX PROCEDUREEVENTS_MV_idx03 + ON PROCEDUREEVENTS_MV (ICUSTAY_ID); + +-- DROP INDEX IF EXISTS PROCEDUREEVENTS_MV_idx04; +-- CREATE INDEX PROCEDUREEVENTS_MV_idx04 +-- ON PROCEDUREEVENTS_MV (ENDTIME, STARTTIME); + +DROP INDEX IF EXISTS PROCEDUREEVENTS_MV_idx05; +CREATE INDEX PROCEDUREEVENTS_MV_idx05 + ON PROCEDUREEVENTS_MV (ITEMID); + +-- DROP INDEX IF EXISTS PROCEDUREEVENTS_MV_idx06; +-- CREATE INDEX PROCEDUREEVENTS_MV_idx06 +-- ON PROCEDUREEVENTS_MV (VALUE); + +-- DROP INDEX IF EXISTS PROCEDUREEVENTS_MV_idx07; +-- CREATE INDEX PROCEDUREEVENTS_MV_idx07 +-- ON PROCEDUREEVENTS_MV (CGID); + +-- DROP INDEX IF EXISTS PROCEDUREEVENTS_MV_idx08; +-- CREATE INDEX PROCEDUREEVENTS_MV_idx08 +-- ON PROCEDUREEVENTS_MV (LINKORDERID, ORDERID); + +-- DROP INDEX IF EXISTS PROCEDUREEVENTS_MV_idx09; +-- CREATE INDEX PROCEDUREEVENTS_MV_idx09 +-- ON PROCEDUREEVENTS_MV (ORDERCATEGORYDESCRIPTION, +-- ORDERCATEGORYNAME, SECONDARYORDERCATEGORYNAME); + +------------------- +-- PROCEDURES_ICD +------------------- + +DROP INDEX IF EXISTS PROCEDURES_ICD_idx01; +CREATE INDEX PROCEDURES_ICD_idx01 + ON PROCEDURES_ICD (SUBJECT_ID); + +DROP INDEX IF EXISTS PROCEDURES_ICD_idx02; +CREATE INDEX PROCEDURES_ICD_idx02 + ON PROCEDURES_ICD (ICD9_CODE); + +DROP INDEX IF EXISTS PROCEDURES_ICD_idx03; +CREATE INDEX PROCEDURES_ICD_idx03 + ON PROCEDURES_ICD (HADM_ID); + + +------------- +-- SERVICES +------------- + +DROP INDEX IF EXISTS SERVICES_idx01; +CREATE INDEX SERVICES_idx01 + ON SERVICES (SUBJECT_ID); + +DROP INDEX IF EXISTS SERVICES_idx02; +CREATE INDEX SERVICES_idx02 + ON SERVICES (HADM_ID); + +-- DROP INDEX IF EXISTS SERVICES_idx03; +-- CREATE INDEX SERVICES_idx03 +-- ON SERVICES (CURR_SERVICE, PREV_SERVICE); + +------------- +-- TRANSFERS +------------- + +DROP INDEX IF EXISTS TRANSFERS_idx01; +CREATE INDEX TRANSFERS_idx01 + ON TRANSFERS (SUBJECT_ID); + +DROP INDEX IF EXISTS TRANSFERS_idx02; +CREATE INDEX TRANSFERS_idx02 + ON TRANSFERS (ICUSTAY_ID); + +DROP INDEX IF EXISTS TRANSFERS_idx03; +CREATE INDEX TRANSFERS_idx03 + ON TRANSFERS (HADM_ID); + +-- DROP INDEX IF EXISTS TRANSFERS_idx04; +-- CREATE INDEX TRANSFERS_idx04 +-- ON TRANSFERS (INTIME, OUTTIME); + +-- DROP INDEX IF EXISTS TRANSFERS_idx05; +-- CREATE INDEX TRANSFERS_idx05 +-- ON TRANSFERS (LOS); diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_checks.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_checks.sql new file mode 100644 index 00000000..2b149ccb --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_checks.sql @@ -0,0 +1,77 @@ +-- this query runs a few simple checks to make sure the database has loaded in OK +-- These checks are designed for MIMIC-III v1.4 + +-- If running scripts individually, you can set the schema where all tables are created as follows: +-- SET search_path TO mimiciii; + +with expected as +( +select 'admissions' as tbl, 58976 as row_count UNION ALL +select 'callout' as tbl, 34499 as row_count UNION ALL +select 'caregivers' as tbl, 7567 as row_count UNION ALL +select 'chartevents' as tbl, 330712483 as row_count UNION ALL +select 'cptevents' as tbl, 573146 as row_count UNION ALL +select 'd_cpt' as tbl, 134 as row_count UNION ALL +select 'd_icd_diagnoses' as tbl, 14567 as row_count UNION ALL +select 'd_icd_procedures' as tbl, 3882 as row_count UNION ALL +select 'd_items' as tbl, 12487 as row_count UNION ALL +select 'd_labitems' as tbl, 753 as row_count UNION ALL +select 'datetimeevents' as tbl, 4485937 as row_count UNION ALL +select 'diagnoses_icd' as tbl, 651047 as row_count UNION ALL +select 'drgcodes' as tbl, 125557 as row_count UNION ALL +select 'icustays' as tbl, 61532 as row_count UNION ALL +select 'inputevents_cv' as tbl, 17527935 as row_count UNION ALL +select 'inputevents_mv' as tbl, 3618991 as row_count UNION ALL +select 'labevents' as tbl, 27854055 as row_count UNION ALL +select 'microbiologyevents' as tbl, 631726 as row_count UNION ALL +select 'noteevents' as tbl, 2083180 as row_count UNION ALL +select 'outputevents' as tbl, 4349218 as row_count UNION ALL +select 'patients' as tbl, 46520 as row_count UNION ALL +select 'prescriptions' as tbl, 4156450 as row_count UNION ALL +select 'procedureevents_mv' as tbl, 258066 as row_count UNION ALL +select 'procedures_icd' as tbl, 240095 as row_count UNION ALL +select 'services' as tbl, 73343 as row_count UNION ALL +select 'transfers' as tbl, 261897 as row_count +) +, observed as +( + select 'admissions' as tbl, count(*) as row_count from admissions UNION ALL + select 'callout' as tbl, count(*) as row_count from callout UNION ALL + select 'caregivers' as tbl, count(*) as row_count from caregivers UNION ALL + select 'chartevents' as tbl, count(*) as row_count from chartevents UNION ALL + select 'cptevents' as tbl, count(*) as row_count from cptevents UNION ALL + select 'd_cpt' as tbl, count(*) as row_count from d_cpt UNION ALL + select 'd_icd_diagnoses' as tbl, count(*) as row_count from d_icd_diagnoses UNION ALL + select 'd_icd_procedures' as tbl, count(*) as row_count from d_icd_procedures UNION ALL + select 'd_items' as tbl, count(*) as row_count from d_items UNION ALL + select 'd_labitems' as tbl, count(*) as row_count from d_labitems UNION ALL + select 'datetimeevents' as tbl, count(*) as row_count from datetimeevents UNION ALL + select 'diagnoses_icd' as tbl, count(*) as row_count from diagnoses_icd UNION ALL + select 'drgcodes' as tbl, count(*) as row_count from drgcodes UNION ALL + select 'icustays' as tbl, count(*) as row_count from icustays UNION ALL + select 'inputevents_cv' as tbl, count(*) as row_count from inputevents_cv UNION ALL + select 'inputevents_mv' as tbl, count(*) as row_count from inputevents_mv UNION ALL + select 'labevents' as tbl, count(*) as row_count from labevents UNION ALL + select 'microbiologyevents' as tbl, count(*) as row_count from microbiologyevents UNION ALL + select 'noteevents' as tbl, count(*) as row_count from noteevents UNION ALL + select 'outputevents' as tbl, count(*) as row_count from outputevents UNION ALL + select 'patients' as tbl, count(*) as row_count from patients UNION ALL + select 'prescriptions' as tbl, count(*) as row_count from prescriptions UNION ALL + select 'procedureevents_mv' as tbl, count(*) as row_count from procedureevents_mv UNION ALL + select 'procedures_icd' as tbl, count(*) as row_count from procedures_icd UNION ALL + select 'services' as tbl, count(*) as row_count from services UNION ALL + select 'transfers' as tbl, count(*) as row_count from transfers +) +select + exp.tbl + , exp.row_count as expected_count + , obs.row_count as observed_count + , case + when exp.row_count = obs.row_count + then 'PASSED' + else 'FAILED' + end as ROW_COUNT_CHECK +from expected exp +inner join observed obs + on exp.tbl = obs.tbl +order by exp.tbl; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_create_tables.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_create_tables.sql new file mode 100644 index 00000000..c60bbaf0 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_create_tables.sql @@ -0,0 +1,672 @@ +-- ------------------------------------------------------------------------------- +-- +-- Create the MIMIC-III tables +-- +-- ------------------------------------------------------------------------------- + +-------------------------------------------------------- +-- File created - Thursday-November-28-2015 +-------------------------------------------------------- + +-- If running scripts individually, you can set the schema where all tables are created as follows: +-- SET search_path TO mimiciii; + +-- Restoring the search path to its default value can be accomplished as follows: +-- SET search_path TO "$user",public; + +/* Set the mimic_data_dir variable to point to directory containing + all .csv files. If using Docker, this should not be changed here. + Rather, when running the docker container, use the -v option + to have Docker mount a host volume to the container path /mimic_data + as explained in the README file +*/ + + +-------------------------------------------------------- +-- DDL for Table ADMISSIONS +-------------------------------------------------------- + +DROP TABLE IF EXISTS ADMISSIONS CASCADE; +CREATE TABLE ADMISSIONS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + ADMITTIME TIMESTAMP(0) NOT NULL, + DISCHTIME TIMESTAMP(0) NOT NULL, + DEATHTIME TIMESTAMP(0), + ADMISSION_TYPE VARCHAR(50) NOT NULL, + ADMISSION_LOCATION VARCHAR(50) NOT NULL, + DISCHARGE_LOCATION VARCHAR(50) NOT NULL, + INSURANCE VARCHAR(255) NOT NULL, + LANGUAGE VARCHAR(10), + RELIGION VARCHAR(50), + MARITAL_STATUS VARCHAR(50), + ETHNICITY VARCHAR(200) NOT NULL, + EDREGTIME TIMESTAMP(0), + EDOUTTIME TIMESTAMP(0), + DIAGNOSIS VARCHAR(255), + HOSPITAL_EXPIRE_FLAG SMALLINT, + HAS_CHARTEVENTS_DATA SMALLINT NOT NULL, + CONSTRAINT adm_rowid_pk PRIMARY KEY (ROW_ID), + CONSTRAINT adm_hadm_unique UNIQUE (HADM_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table CALLOUT +-------------------------------------------------------- + +DROP TABLE IF EXISTS CALLOUT CASCADE; +CREATE TABLE CALLOUT +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + SUBMIT_WARDID INT, + SUBMIT_CAREUNIT VARCHAR(15), + CURR_WARDID INT, + CURR_CAREUNIT VARCHAR(15), + CALLOUT_WARDID INT, + CALLOUT_SERVICE VARCHAR(10) NOT NULL, + REQUEST_TELE SMALLINT NOT NULL, + REQUEST_RESP SMALLINT NOT NULL, + REQUEST_CDIFF SMALLINT NOT NULL, + REQUEST_MRSA SMALLINT NOT NULL, + REQUEST_VRE SMALLINT NOT NULL, + CALLOUT_STATUS VARCHAR(20) NOT NULL, + CALLOUT_OUTCOME VARCHAR(20) NOT NULL, + DISCHARGE_WARDID INT, + ACKNOWLEDGE_STATUS VARCHAR(20) NOT NULL, + CREATETIME TIMESTAMP(0) NOT NULL, + UPDATETIME TIMESTAMP(0) NOT NULL, + ACKNOWLEDGETIME TIMESTAMP(0), + OUTCOMETIME TIMESTAMP(0) NOT NULL, + FIRSTRESERVATIONTIME TIMESTAMP(0), + CURRENTRESERVATIONTIME TIMESTAMP(0), + CONSTRAINT callout_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table CAREGIVERS +-------------------------------------------------------- + +DROP TABLE IF EXISTS CAREGIVERS CASCADE; +CREATE TABLE CAREGIVERS +( + ROW_ID INT NOT NULL, + CGID INT NOT NULL, + LABEL VARCHAR(15), + DESCRIPTION VARCHAR(30), + CONSTRAINT cg_rowid_pk PRIMARY KEY (ROW_ID), + CONSTRAINT cg_cgid_unique UNIQUE (CGID) +) ; + +-------------------------------------------------------- +-- DDL for Table CHARTEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS CHARTEVENTS CASCADE; +CREATE TABLE CHARTEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ICUSTAY_ID INT, + ITEMID INT, + CHARTTIME TIMESTAMP(0), + STORETIME TIMESTAMP(0), + CGID INT, + VALUE VARCHAR(255), + VALUENUM DOUBLE PRECISION, + VALUEUOM VARCHAR(50), + WARNING INT, + ERROR INT, + RESULTSTATUS VARCHAR(50), + STOPPED VARCHAR(50), + CONSTRAINT chartevents_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- PARTITION for Table CHARTEVENTS +-------------------------------------------------------- + +-- CREATE CHARTEVENTS TABLE + CREATE TABLE chartevents_1 ( CHECK ( itemid >= 0 AND itemid < 127 )) INHERITS (chartevents); + CREATE TABLE chartevents_2 ( CHECK ( itemid >= 127 AND itemid < 210 )) INHERITS (chartevents); + CREATE TABLE chartevents_3 ( CHECK ( itemid >= 210 AND itemid < 425 )) INHERITS (chartevents); + CREATE TABLE chartevents_4 ( CHECK ( itemid >= 425 AND itemid < 549 )) INHERITS (chartevents); + CREATE TABLE chartevents_5 ( CHECK ( itemid >= 549 AND itemid < 643 )) INHERITS (chartevents); + CREATE TABLE chartevents_6 ( CHECK ( itemid >= 643 AND itemid < 741 )) INHERITS (chartevents); + CREATE TABLE chartevents_7 ( CHECK ( itemid >= 741 AND itemid < 1483 )) INHERITS (chartevents); + CREATE TABLE chartevents_8 ( CHECK ( itemid >= 1483 AND itemid < 3458 )) INHERITS (chartevents); + CREATE TABLE chartevents_9 ( CHECK ( itemid >= 3458 AND itemid < 3695 )) INHERITS (chartevents); + CREATE TABLE chartevents_10 ( CHECK ( itemid >= 3695 AND itemid < 8440 )) INHERITS (chartevents); + CREATE TABLE chartevents_11 ( CHECK ( itemid >= 8440 AND itemid < 8553 )) INHERITS (chartevents); + CREATE TABLE chartevents_12 ( CHECK ( itemid >= 8553 AND itemid < 220274 )) INHERITS (chartevents); + CREATE TABLE chartevents_13 ( CHECK ( itemid >= 220274 AND itemid < 223921 )) INHERITS (chartevents); + CREATE TABLE chartevents_14 ( CHECK ( itemid >= 223921 AND itemid < 224085 )) INHERITS (chartevents); + CREATE TABLE chartevents_15 ( CHECK ( itemid >= 224085 AND itemid < 224859 )) INHERITS (chartevents); + CREATE TABLE chartevents_16 ( CHECK ( itemid >= 224859 AND itemid < 227629 )) INHERITS (chartevents); + CREATE TABLE chartevents_17 ( CHECK ( itemid >= 227629 AND itemid < 999999999 )) INHERITS (chartevents); + +-- CREATE CHARTEVENTS TRIGGER +CREATE OR REPLACE FUNCTION chartevents_insert_trigger() +RETURNS TRIGGER AS $$ +BEGIN +IF ( NEW.itemid >= 0 AND NEW.itemid < 127 ) THEN INSERT INTO chartevents_1 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 127 AND NEW.itemid < 210 ) THEN INSERT INTO chartevents_2 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 210 AND NEW.itemid < 425 ) THEN INSERT INTO chartevents_3 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 425 AND NEW.itemid < 549 ) THEN INSERT INTO chartevents_4 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 549 AND NEW.itemid < 643 ) THEN INSERT INTO chartevents_5 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 643 AND NEW.itemid < 741 ) THEN INSERT INTO chartevents_6 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 741 AND NEW.itemid < 1483 ) THEN INSERT INTO chartevents_7 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 1483 AND NEW.itemid < 3458 ) THEN INSERT INTO chartevents_8 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 3458 AND NEW.itemid < 3695 ) THEN INSERT INTO chartevents_9 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 3695 AND NEW.itemid < 8440 ) THEN INSERT INTO chartevents_10 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 8440 AND NEW.itemid < 8553 ) THEN INSERT INTO chartevents_11 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 8553 AND NEW.itemid < 220274 ) THEN INSERT INTO chartevents_12 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 220274 AND NEW.itemid < 223921 ) THEN INSERT INTO chartevents_13 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 223921 AND NEW.itemid < 224085 ) THEN INSERT INTO chartevents_14 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 224085 AND NEW.itemid < 224859 ) THEN INSERT INTO chartevents_15 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 224859 AND NEW.itemid < 227629 ) THEN INSERT INTO chartevents_16 VALUES (NEW.*); +ELSIF ( NEW.itemid >= 227629 AND NEW.itemid < 999999999 ) THEN INSERT INTO chartevents_17 VALUES (NEW.*); +ELSE + INSERT INTO chartevents_null VALUES (NEW.*); +END IF; +RETURN NULL; +END; +$$ +LANGUAGE plpgsql; + +CREATE TRIGGER insert_chartevents_trigger + BEFORE INSERT ON chartevents + FOR EACH ROW EXECUTE PROCEDURE chartevents_insert_trigger(); + +-------------------------------------------------------- +-- DDL for Table CPTEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS CPTEVENTS CASCADE; +CREATE TABLE CPTEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + COSTCENTER VARCHAR(10) NOT NULL, + CHARTDATE TIMESTAMP(0), + CPT_CD VARCHAR(10) NOT NULL, + CPT_NUMBER INT, + CPT_SUFFIX VARCHAR(5), + TICKET_ID_SEQ INT, + SECTIONHEADER VARCHAR(50), + SUBSECTIONHEADER VARCHAR(255), + DESCRIPTION VARCHAR(200), + CONSTRAINT cpt_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table DATETIMEEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS DATETIMEEVENTS CASCADE; +CREATE TABLE DATETIMEEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ICUSTAY_ID INT, + ITEMID INT NOT NULL, + CHARTTIME TIMESTAMP(0) NOT NULL, + STORETIME TIMESTAMP(0) NOT NULL, + CGID INT NOT NULL, + VALUE TIMESTAMP(0), + VALUEUOM VARCHAR(50) NOT NULL, + WARNING SMALLINT, + ERROR SMALLINT, + RESULTSTATUS VARCHAR(50), + STOPPED VARCHAR(50), + CONSTRAINT datetime_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table DIAGNOSES_ICD +-------------------------------------------------------- + +DROP TABLE IF EXISTS DIAGNOSES_ICD CASCADE; +CREATE TABLE DIAGNOSES_ICD +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + SEQ_NUM INT, + ICD9_CODE VARCHAR(10), + CONSTRAINT diagnosesicd_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table DRGCODES +-------------------------------------------------------- + +DROP TABLE IF EXISTS DRGCODES CASCADE; +CREATE TABLE DRGCODES +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + DRG_TYPE VARCHAR(20) NOT NULL, + DRG_CODE VARCHAR(20) NOT NULL, + DESCRIPTION VARCHAR(255), + DRG_SEVERITY SMALLINT, + DRG_MORTALITY SMALLINT, + CONSTRAINT drg_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table D_CPT +-------------------------------------------------------- + +DROP TABLE IF EXISTS D_CPT CASCADE; +CREATE TABLE D_CPT +( + ROW_ID INT NOT NULL, + CATEGORY SMALLINT NOT NULL, + SECTIONRANGE VARCHAR(100) NOT NULL, + SECTIONHEADER VARCHAR(50) NOT NULL, + SUBSECTIONRANGE VARCHAR(100) NOT NULL, + SUBSECTIONHEADER VARCHAR(255) NOT NULL, + CODESUFFIX VARCHAR(5), + MINCODEINSUBSECTION INT NOT NULL, + MAXCODEINSUBSECTION INT NOT NULL, + CONSTRAINT dcpt_ssrange_unique UNIQUE (SUBSECTIONRANGE), + CONSTRAINT dcpt_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table D_ICD_DIAGNOSES +-------------------------------------------------------- + +DROP TABLE IF EXISTS D_ICD_DIAGNOSES CASCADE; +CREATE TABLE D_ICD_DIAGNOSES +( + ROW_ID INT NOT NULL, + ICD9_CODE VARCHAR(10) NOT NULL, + SHORT_TITLE VARCHAR(50) NOT NULL, + LONG_TITLE VARCHAR(255) NOT NULL, + CONSTRAINT d_icd_diag_code_unique UNIQUE (ICD9_CODE), + CONSTRAINT d_icd_diag_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table D_ICD_PROCEDURES +-------------------------------------------------------- + +DROP TABLE IF EXISTS D_ICD_PROCEDURES CASCADE; +CREATE TABLE D_ICD_PROCEDURES +( + ROW_ID INT NOT NULL, + ICD9_CODE VARCHAR(10) NOT NULL, + SHORT_TITLE VARCHAR(50) NOT NULL, + LONG_TITLE VARCHAR(255) NOT NULL, + CONSTRAINT d_icd_proc_code_unique UNIQUE (ICD9_CODE), + CONSTRAINT d_icd_proc_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table D_ITEMS +-------------------------------------------------------- + +DROP TABLE IF EXISTS D_ITEMS CASCADE; +CREATE TABLE D_ITEMS +( + ROW_ID INT NOT NULL, + ITEMID INT NOT NULL, + LABEL VARCHAR(200), + ABBREVIATION VARCHAR(100), + DBSOURCE VARCHAR(20), + LINKSTO VARCHAR(50), + CATEGORY VARCHAR(100), + UNITNAME VARCHAR(100), + PARAM_TYPE VARCHAR(30), + CONCEPTID INT, + CONSTRAINT ditems_itemid_unique UNIQUE (ITEMID), + CONSTRAINT ditems_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table D_LABITEMS +-------------------------------------------------------- + +DROP TABLE IF EXISTS D_LABITEMS CASCADE; +CREATE TABLE D_LABITEMS +( + ROW_ID INT NOT NULL, + ITEMID INT NOT NULL, + LABEL VARCHAR(100) NOT NULL, + FLUID VARCHAR(100) NOT NULL, + CATEGORY VARCHAR(100) NOT NULL, + LOINC_CODE VARCHAR(100), + CONSTRAINT dlabitems_itemid_unique UNIQUE (ITEMID), + CONSTRAINT dlabitems_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table ICUSTAYS +-------------------------------------------------------- + +DROP TABLE IF EXISTS ICUSTAYS CASCADE; +CREATE TABLE ICUSTAYS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + ICUSTAY_ID INT NOT NULL, + DBSOURCE VARCHAR(20) NOT NULL, + FIRST_CAREUNIT VARCHAR(20) NOT NULL, + LAST_CAREUNIT VARCHAR(20) NOT NULL, + FIRST_WARDID SMALLINT NOT NULL, + LAST_WARDID SMALLINT NOT NULL, + INTIME TIMESTAMP(0) NOT NULL, + OUTTIME TIMESTAMP(0), + LOS DOUBLE PRECISION, + CONSTRAINT icustay_icustayid_unique UNIQUE (ICUSTAY_ID), + CONSTRAINT icustay_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table INPUTEVENTS_CV +-------------------------------------------------------- + +DROP TABLE IF EXISTS INPUTEVENTS_CV CASCADE; +CREATE TABLE INPUTEVENTS_CV +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ICUSTAY_ID INT, + CHARTTIME TIMESTAMP(0), + ITEMID INT, + AMOUNT DOUBLE PRECISION, + AMOUNTUOM VARCHAR(30), + RATE DOUBLE PRECISION, + RATEUOM VARCHAR(30), + STORETIME TIMESTAMP(0), + CGID INT, + ORDERID INT, + LINKORDERID INT, + STOPPED VARCHAR(30), + NEWBOTTLE INT, + ORIGINALAMOUNT DOUBLE PRECISION, + ORIGINALAMOUNTUOM VARCHAR(30), + ORIGINALROUTE VARCHAR(30), + ORIGINALRATE DOUBLE PRECISION, + ORIGINALRATEUOM VARCHAR(30), + ORIGINALSITE VARCHAR(30), + CONSTRAINT inputevents_cv_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table INPUTEVENTS_MV +-------------------------------------------------------- + +DROP TABLE IF EXISTS INPUTEVENTS_MV CASCADE; +CREATE TABLE INPUTEVENTS_MV +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ICUSTAY_ID INT, + STARTTIME TIMESTAMP(0), + ENDTIME TIMESTAMP(0), + ITEMID INT, + AMOUNT DOUBLE PRECISION, + AMOUNTUOM VARCHAR(30), + RATE DOUBLE PRECISION, + RATEUOM VARCHAR(30), + STORETIME TIMESTAMP(0), + CGID INT, + ORDERID INT, + LINKORDERID INT, + ORDERCATEGORYNAME VARCHAR(100), + SECONDARYORDERCATEGORYNAME VARCHAR(100), + ORDERCOMPONENTTYPEDESCRIPTION VARCHAR(200), + ORDERCATEGORYDESCRIPTION VARCHAR(50), + PATIENTWEIGHT DOUBLE PRECISION, + TOTALAMOUNT DOUBLE PRECISION, + TOTALAMOUNTUOM VARCHAR(50), + ISOPENBAG SMALLINT, + CONTINUEINNEXTDEPT SMALLINT, + CANCELREASON SMALLINT, + STATUSDESCRIPTION VARCHAR(30), + COMMENTS_EDITEDBY VARCHAR(30), + COMMENTS_CANCELEDBY VARCHAR(40), + COMMENTS_DATE TIMESTAMP(0), + ORIGINALAMOUNT DOUBLE PRECISION, + ORIGINALRATE DOUBLE PRECISION, + CONSTRAINT inputevents_mv_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table LABEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS LABEVENTS CASCADE; +CREATE TABLE LABEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ITEMID INT NOT NULL, + CHARTTIME TIMESTAMP(0), + VALUE VARCHAR(200), + VALUENUM DOUBLE PRECISION, + VALUEUOM VARCHAR(20), + FLAG VARCHAR(20), + CONSTRAINT labevents_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table MICROBIOLOGYEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS MICROBIOLOGYEVENTS CASCADE; +CREATE TABLE MICROBIOLOGYEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + CHARTDATE TIMESTAMP(0), + CHARTTIME TIMESTAMP(0), + SPEC_ITEMID INT, + SPEC_TYPE_DESC VARCHAR(100), + ORG_ITEMID INT, + ORG_NAME VARCHAR(100), + ISOLATE_NUM SMALLINT, + AB_ITEMID INT, + AB_NAME VARCHAR(30), + DILUTION_TEXT VARCHAR(10), + DILUTION_COMPARISON VARCHAR(20), + DILUTION_VALUE DOUBLE PRECISION, + INTERPRETATION VARCHAR(5), + CONSTRAINT micro_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table NOTEEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS NOTEEVENTS CASCADE; +CREATE TABLE NOTEEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + CHARTDATE TIMESTAMP(0), + CHARTTIME TIMESTAMP(0), + STORETIME TIMESTAMP(0), + CATEGORY VARCHAR(50), + DESCRIPTION VARCHAR(255), + CGID INT, + ISERROR CHAR(1), + TEXT TEXT, + CONSTRAINT noteevents_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table OUTPUTEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS OUTPUTEVENTS CASCADE; +CREATE TABLE OUTPUTEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ICUSTAY_ID INT, + CHARTTIME TIMESTAMP(0), + ITEMID INT, + VALUE DOUBLE PRECISION, + VALUEUOM VARCHAR(30), + STORETIME TIMESTAMP(0), + CGID INT, + STOPPED VARCHAR(30), + NEWBOTTLE CHAR(1), + ISERROR INT, + CONSTRAINT outputevents_cv_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table PATIENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS PATIENTS CASCADE; +CREATE TABLE PATIENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + GENDER VARCHAR(5) NOT NULL, + DOB TIMESTAMP(0) NOT NULL, + DOD TIMESTAMP(0), + DOD_HOSP TIMESTAMP(0), + DOD_SSN TIMESTAMP(0), + EXPIRE_FLAG INT NOT NULL, + CONSTRAINT pat_subid_unique UNIQUE (SUBJECT_ID), + CONSTRAINT pat_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table PRESCRIPTIONS +-------------------------------------------------------- + +DROP TABLE IF EXISTS PRESCRIPTIONS CASCADE; +CREATE TABLE PRESCRIPTIONS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + ICUSTAY_ID INT, + STARTDATE TIMESTAMP(0), + ENDDATE TIMESTAMP(0), + DRUG_TYPE VARCHAR(100) NOT NULL, + DRUG VARCHAR(100) NOT NULL, + DRUG_NAME_POE VARCHAR(100), + DRUG_NAME_GENERIC VARCHAR(100), + FORMULARY_DRUG_CD VARCHAR(120), + GSN VARCHAR(200), + NDC VARCHAR(120), + PROD_STRENGTH VARCHAR(120), + DOSE_VAL_RX VARCHAR(120), + DOSE_UNIT_RX VARCHAR(120), + FORM_VAL_DISP VARCHAR(120), + FORM_UNIT_DISP VARCHAR(120), + ROUTE VARCHAR(120), + CONSTRAINT prescription_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table PROCEDUREEVENTS_MV +-------------------------------------------------------- + +DROP TABLE IF EXISTS PROCEDUREEVENTS_MV CASCADE; +CREATE TABLE PROCEDUREEVENTS_MV +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + ICUSTAY_ID INT, + STARTTIME TIMESTAMP(0), + ENDTIME TIMESTAMP(0), + ITEMID INT, + VALUE DOUBLE PRECISION, + VALUEUOM VARCHAR(30), + LOCATION VARCHAR(30), + LOCATIONCATEGORY VARCHAR(30), + STORETIME TIMESTAMP(0), + CGID INT, + ORDERID INT, + LINKORDERID INT, + ORDERCATEGORYNAME VARCHAR(100), + SECONDARYORDERCATEGORYNAME VARCHAR(100), + ORDERCATEGORYDESCRIPTION VARCHAR(50), + ISOPENBAG SMALLINT, + CONTINUEINNEXTDEPT SMALLINT, + CANCELREASON SMALLINT, + STATUSDESCRIPTION VARCHAR(30), + COMMENTS_EDITEDBY VARCHAR(30), + COMMENTS_CANCELEDBY VARCHAR(30), + COMMENTS_DATE TIMESTAMP(0), + CONSTRAINT procedureevents_mv_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table PROCEDURES_ICD +-------------------------------------------------------- + +DROP TABLE IF EXISTS PROCEDURES_ICD CASCADE; +CREATE TABLE PROCEDURES_ICD +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + SEQ_NUM INT NOT NULL, + ICD9_CODE VARCHAR(10) NOT NULL, + CONSTRAINT proceduresicd_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table SERVICES +-------------------------------------------------------- + +DROP TABLE IF EXISTS SERVICES CASCADE; +CREATE TABLE SERVICES +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + TRANSFERTIME TIMESTAMP(0) NOT NULL, + PREV_SERVICE VARCHAR(20), + CURR_SERVICE VARCHAR(20), + CONSTRAINT services_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table TRANSFERS +-------------------------------------------------------- + +DROP TABLE IF EXISTS TRANSFERS CASCADE; +CREATE TABLE TRANSFERS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + ICUSTAY_ID INT, + DBSOURCE VARCHAR(20), + EVENTTYPE VARCHAR(20), + PREV_CAREUNIT VARCHAR(20), + CURR_CAREUNIT VARCHAR(20), + PREV_WARDID SMALLINT, + CURR_WARDID SMALLINT, + INTIME TIMESTAMP(0), + OUTTIME TIMESTAMP(0), + LOS DOUBLE PRECISION, + CONSTRAINT transfers_rowid_pk PRIMARY KEY (ROW_ID) +) ; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_create_tables_pg10.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_create_tables_pg10.sql new file mode 100644 index 00000000..896831e0 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_create_tables_pg10.sql @@ -0,0 +1,1035 @@ +-- ------------------------------------------------------------------------------- +-- +-- Create the MIMIC-III tables +-- +-- ------------------------------------------------------------------------------- + +-------------------------------------------------------- +-- File created - Thursday-November-28-2015 +-------------------------------------------------------- + +-- If running scripts individually, you can set the schema where all tables are created as follows: +-- SET search_path TO mimiciii; + +-- Restoring the search path to its default value can be accomplished as follows: +-- SET search_path TO "$user",public; + +/* Set the mimic_data_dir variable to point to directory containing + all .csv files. If using Docker, this should not be changed here. + Rather, when running the docker container, use the -v option + to have Docker mount a host volume to the container path /mimic_data + as explained in the README file +*/ + + +-------------------------------------------------------- +-- DDL for Table ADMISSIONS +-------------------------------------------------------- + +DROP TABLE IF EXISTS ADMISSIONS CASCADE; +CREATE TABLE ADMISSIONS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + ADMITTIME TIMESTAMP(0) NOT NULL, + DISCHTIME TIMESTAMP(0) NOT NULL, + DEATHTIME TIMESTAMP(0), + ADMISSION_TYPE VARCHAR(50) NOT NULL, + ADMISSION_LOCATION VARCHAR(50) NOT NULL, + DISCHARGE_LOCATION VARCHAR(50) NOT NULL, + INSURANCE VARCHAR(255) NOT NULL, + LANGUAGE VARCHAR(10), + RELIGION VARCHAR(50), + MARITAL_STATUS VARCHAR(50), + ETHNICITY VARCHAR(200) NOT NULL, + EDREGTIME TIMESTAMP(0), + EDOUTTIME TIMESTAMP(0), + DIAGNOSIS VARCHAR(255), + HOSPITAL_EXPIRE_FLAG SMALLINT, + HAS_CHARTEVENTS_DATA SMALLINT NOT NULL, + CONSTRAINT adm_rowid_pk PRIMARY KEY (ROW_ID), + CONSTRAINT adm_hadm_unique UNIQUE (HADM_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table CALLOUT +-------------------------------------------------------- + +DROP TABLE IF EXISTS CALLOUT CASCADE; +CREATE TABLE CALLOUT +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + SUBMIT_WARDID INT, + SUBMIT_CAREUNIT VARCHAR(15), + CURR_WARDID INT, + CURR_CAREUNIT VARCHAR(15), + CALLOUT_WARDID INT, + CALLOUT_SERVICE VARCHAR(10) NOT NULL, + REQUEST_TELE SMALLINT NOT NULL, + REQUEST_RESP SMALLINT NOT NULL, + REQUEST_CDIFF SMALLINT NOT NULL, + REQUEST_MRSA SMALLINT NOT NULL, + REQUEST_VRE SMALLINT NOT NULL, + CALLOUT_STATUS VARCHAR(20) NOT NULL, + CALLOUT_OUTCOME VARCHAR(20) NOT NULL, + DISCHARGE_WARDID INT, + ACKNOWLEDGE_STATUS VARCHAR(20) NOT NULL, + CREATETIME TIMESTAMP(0) NOT NULL, + UPDATETIME TIMESTAMP(0) NOT NULL, + ACKNOWLEDGETIME TIMESTAMP(0), + OUTCOMETIME TIMESTAMP(0) NOT NULL, + FIRSTRESERVATIONTIME TIMESTAMP(0), + CURRENTRESERVATIONTIME TIMESTAMP(0), + CONSTRAINT callout_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table CAREGIVERS +-------------------------------------------------------- + +DROP TABLE IF EXISTS CAREGIVERS CASCADE; +CREATE TABLE CAREGIVERS +( + ROW_ID INT NOT NULL, + CGID INT NOT NULL, + LABEL VARCHAR(15), + DESCRIPTION VARCHAR(30), + CONSTRAINT cg_rowid_pk PRIMARY KEY (ROW_ID), + CONSTRAINT cg_cgid_unique UNIQUE (CGID) +) ; + +-------------------------------------------------------- +-- DDL for Table CHARTEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS chartevents CASCADE; +CREATE TABLE chartevents +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ICUSTAY_ID INT, + ITEMID INT, + CHARTTIME TIMESTAMP(0), + STORETIME TIMESTAMP(0), + CGID INT, + VALUE VARCHAR(255), + VALUENUM DOUBLE PRECISION, + VALUEUOM VARCHAR(50), + WARNING INT, + ERROR INT, + RESULTSTATUS VARCHAR(50), + STOPPED VARCHAR(50) +) PARTITION BY RANGE (itemid); + +-------------------------------------------------------- +-- PARTITION for Table CHARTEVENTS +-------------------------------------------------------- + + +CREATE TABLE chartevents_1 PARTITION OF chartevents + FOR VALUES FROM (1) TO (27); -- Percentage: 0.0 - Rows: 22204 +CREATE TABLE chartevents_2 PARTITION OF chartevents + FOR VALUES FROM (27) TO (28); -- Percentage: 0.2 - Rows: 737224 +CREATE TABLE chartevents_3 PARTITION OF chartevents + FOR VALUES FROM (28) TO (31); -- Percentage: 0.0 - Rows: 56235 +CREATE TABLE chartevents_4 PARTITION OF chartevents + FOR VALUES FROM (31) TO (32); -- Percentage: 0.4 - Rows: 1442406 +CREATE TABLE chartevents_5 PARTITION OF chartevents + FOR VALUES FROM (32) TO (33); -- Percentage: 0.3 - Rows: 878442 +CREATE TABLE chartevents_6 PARTITION OF chartevents + FOR VALUES FROM (33) TO (49); -- Percentage: 0.5 - Rows: 1659172 +CREATE TABLE chartevents_7 PARTITION OF chartevents + FOR VALUES FROM (49) TO (50); -- Percentage: 0.2 - Rows: 636690 +CREATE TABLE chartevents_8 PARTITION OF chartevents + FOR VALUES FROM (50) TO (51); -- Percentage: 0.1 - Rows: 285028 +CREATE TABLE chartevents_9 PARTITION OF chartevents + FOR VALUES FROM (51) TO (52); -- Percentage: 0.6 - Rows: 2096678 +CREATE TABLE chartevents_10 PARTITION OF chartevents + FOR VALUES FROM (52) TO (53); -- Percentage: 0.6 - Rows: 2072743 +CREATE TABLE chartevents_11 PARTITION OF chartevents + FOR VALUES FROM (53) TO (54); -- Percentage: 0.0 - Rows: 178 +CREATE TABLE chartevents_12 PARTITION OF chartevents + FOR VALUES FROM (54) TO (55); -- Percentage: 0.3 - Rows: 892239 +CREATE TABLE chartevents_13 PARTITION OF chartevents + FOR VALUES FROM (55) TO (80); -- Percentage: 0.4 - Rows: 1181039 +CREATE TABLE chartevents_14 PARTITION OF chartevents + FOR VALUES FROM (80) TO (81); -- Percentage: 0.3 - Rows: 1136214 +CREATE TABLE chartevents_15 PARTITION OF chartevents + FOR VALUES FROM (81) TO (113); -- Percentage: 1.0 - Rows: 3418901 +CREATE TABLE chartevents_16 PARTITION OF chartevents + FOR VALUES FROM (113) TO (114); -- Percentage: 0.4 - Rows: 1198681 +CREATE TABLE chartevents_17 PARTITION OF chartevents + FOR VALUES FROM (114) TO (128); -- Percentage: 0.3 - Rows: 1111444 +CREATE TABLE chartevents_18 PARTITION OF chartevents + FOR VALUES FROM (128) TO (129); -- Percentage: 1.0 - Rows: 3216866 +CREATE TABLE chartevents_19 PARTITION OF chartevents + FOR VALUES FROM (129) TO (154); -- Percentage: 0.5 - Rows: 1669170 +CREATE TABLE chartevents_20 PARTITION OF chartevents + FOR VALUES FROM (154) TO (155); -- Percentage: 0.2 - Rows: 818852 +CREATE TABLE chartevents_21 PARTITION OF chartevents + FOR VALUES FROM (155) TO (159); -- Percentage: 0.3 - Rows: 974476 +CREATE TABLE chartevents_22 PARTITION OF chartevents + FOR VALUES FROM (159) TO (160); -- Percentage: 0.8 - Rows: 2544519 +CREATE TABLE chartevents_23 PARTITION OF chartevents + FOR VALUES FROM (160) TO (161); -- Percentage: 0.0 - Rows: 9458 +CREATE TABLE chartevents_24 PARTITION OF chartevents + FOR VALUES FROM (161) TO (162); -- Percentage: 1.0 - Rows: 3236350 +CREATE TABLE chartevents_25 PARTITION OF chartevents + FOR VALUES FROM (162) TO (184); -- Percentage: 0.6 - Rows: 1837071 +CREATE TABLE chartevents_26 PARTITION OF chartevents + FOR VALUES FROM (184) TO (185); -- Percentage: 0.3 - Rows: 954139 +CREATE TABLE chartevents_27 PARTITION OF chartevents + FOR VALUES FROM (185) TO (198); -- Percentage: 0.4 - Rows: 1456328 +CREATE TABLE chartevents_28 PARTITION OF chartevents + FOR VALUES FROM (198) TO (199); -- Percentage: 0.3 - Rows: 945638 +CREATE TABLE chartevents_29 PARTITION OF chartevents + FOR VALUES FROM (199) TO (210); -- Percentage: 0.5 - Rows: 1545176 +CREATE TABLE chartevents_30 PARTITION OF chartevents + FOR VALUES FROM (210) TO (211); -- Percentage: 0.3 - Rows: 955452 +CREATE TABLE chartevents_31 PARTITION OF chartevents + FOR VALUES FROM (211) TO (212); -- Percentage: 1.6 - Rows: 5180809 +CREATE TABLE chartevents_32 PARTITION OF chartevents + FOR VALUES FROM (212) TO (213); -- Percentage: 1.0 - Rows: 3303151 +CREATE TABLE chartevents_33 PARTITION OF chartevents + FOR VALUES FROM (213) TO (250); -- Percentage: 1.1 - Rows: 3676785 +CREATE TABLE chartevents_34 PARTITION OF chartevents + FOR VALUES FROM (250) TO (425); -- Percentage: 2.4 - Rows: 7811955 +CREATE TABLE chartevents_35 PARTITION OF chartevents + FOR VALUES FROM (425) TO (426); -- Percentage: 0.2 - Rows: 783762 +CREATE TABLE chartevents_36 PARTITION OF chartevents + FOR VALUES FROM (426) TO (428); -- Percentage: 0.1 - Rows: 402022 +CREATE TABLE chartevents_37 PARTITION OF chartevents + FOR VALUES FROM (428) TO (429); -- Percentage: 0.2 - Rows: 786544 +CREATE TABLE chartevents_38 PARTITION OF chartevents + FOR VALUES FROM (429) TO (432); -- Percentage: 0.1 - Rows: 349997 +CREATE TABLE chartevents_39 PARTITION OF chartevents + FOR VALUES FROM (432) TO (433); -- Percentage: 0.3 - Rows: 1032728 +CREATE TABLE chartevents_40 PARTITION OF chartevents + FOR VALUES FROM (433) TO (454); -- Percentage: 0.5 - Rows: 1589945 +CREATE TABLE chartevents_41 PARTITION OF chartevents + FOR VALUES FROM (454) TO (455); -- Percentage: 0.3 - Rows: 950038 +CREATE TABLE chartevents_42 PARTITION OF chartevents + FOR VALUES FROM (455) TO (456); -- Percentage: 0.5 - Rows: 1579681 +CREATE TABLE chartevents_43 PARTITION OF chartevents + FOR VALUES FROM (456) TO (457); -- Percentage: 0.5 - Rows: 1553537 +CREATE TABLE chartevents_44 PARTITION OF chartevents + FOR VALUES FROM (457) TO (467); -- Percentage: 0.1 - Rows: 392595 +CREATE TABLE chartevents_45 PARTITION OF chartevents + FOR VALUES FROM (467) TO (468); -- Percentage: 0.3 - Rows: 1155571 +CREATE TABLE chartevents_46 PARTITION OF chartevents + FOR VALUES FROM (468) TO (478); -- Percentage: 0.3 - Rows: 985720 +CREATE TABLE chartevents_47 PARTITION OF chartevents + FOR VALUES FROM (478) TO (479); -- Percentage: 0.2 - Rows: 774157 +CREATE TABLE chartevents_48 PARTITION OF chartevents + FOR VALUES FROM (479) TO (480); -- Percentage: 0.3 - Rows: 917780 +CREATE TABLE chartevents_49 PARTITION OF chartevents + FOR VALUES FROM (480) TO (547); -- Percentage: 1.4 - Rows: 4595328 +CREATE TABLE chartevents_50 PARTITION OF chartevents + FOR VALUES FROM (547) TO (548); -- Percentage: 0.3 - Rows: 852968 +CREATE TABLE chartevents_51 PARTITION OF chartevents + FOR VALUES FROM (548) TO (550); -- Percentage: 0.3 - Rows: 883558 +CREATE TABLE chartevents_52 PARTITION OF chartevents + FOR VALUES FROM (550) TO (551); -- Percentage: 1.0 - Rows: 3205052 +CREATE TABLE chartevents_53 PARTITION OF chartevents + FOR VALUES FROM (551) TO (581); -- Percentage: 0.3 - Rows: 1022222 +CREATE TABLE chartevents_54 PARTITION OF chartevents + FOR VALUES FROM (581) TO (582); -- Percentage: 0.5 - Rows: 1641889 +CREATE TABLE chartevents_55 PARTITION OF chartevents + FOR VALUES FROM (582) TO (593); -- Percentage: 0.5 - Rows: 1654497 +CREATE TABLE chartevents_56 PARTITION OF chartevents + FOR VALUES FROM (593) TO (594); -- Percentage: 0.2 - Rows: 784361 +CREATE TABLE chartevents_57 PARTITION OF chartevents + FOR VALUES FROM (594) TO (599); -- Percentage: 0.3 - Rows: 913144 +CREATE TABLE chartevents_58 PARTITION OF chartevents + FOR VALUES FROM (599) TO (600); -- Percentage: 0.2 - Rows: 787137 +CREATE TABLE chartevents_59 PARTITION OF chartevents + FOR VALUES FROM (600) TO (614); -- Percentage: 0.4 - Rows: 1251345 +CREATE TABLE chartevents_60 PARTITION OF chartevents + FOR VALUES FROM (614) TO (617); -- Percentage: 0.2 - Rows: 774906 +CREATE TABLE chartevents_61 PARTITION OF chartevents + FOR VALUES FROM (617) TO (618); -- Percentage: 0.3 - Rows: 962191 +CREATE TABLE chartevents_62 PARTITION OF chartevents + FOR VALUES FROM (618) TO (619); -- Percentage: 1.0 - Rows: 3386719 +CREATE TABLE chartevents_63 PARTITION OF chartevents + FOR VALUES FROM (619) TO (621); -- Percentage: 0.2 - Rows: 580529 +CREATE TABLE chartevents_64 PARTITION OF chartevents + FOR VALUES FROM (621) TO (622); -- Percentage: 0.2 - Rows: 666496 +CREATE TABLE chartevents_65 PARTITION OF chartevents + FOR VALUES FROM (622) TO (637); -- Percentage: 0.6 - Rows: 2048955 +CREATE TABLE chartevents_66 PARTITION OF chartevents + FOR VALUES FROM (637) TO (638); -- Percentage: 0.3 - Rows: 954354 +CREATE TABLE chartevents_67 PARTITION OF chartevents + FOR VALUES FROM (638) TO (640); -- Percentage: 0.0 - Rows: 437 +CREATE TABLE chartevents_68 PARTITION OF chartevents + FOR VALUES FROM (640) TO (646); -- Percentage: 0.4 - Rows: 1447426 +CREATE TABLE chartevents_69 PARTITION OF chartevents + FOR VALUES FROM (646) TO (647); -- Percentage: 1.0 - Rows: 3418917 +CREATE TABLE chartevents_70 PARTITION OF chartevents + FOR VALUES FROM (647) TO (663); -- Percentage: 0.6 - Rows: 2135542 +CREATE TABLE chartevents_71 PARTITION OF chartevents + FOR VALUES FROM (663) TO (664); -- Percentage: 0.2 - Rows: 774213 +CREATE TABLE chartevents_72 PARTITION OF chartevents + FOR VALUES FROM (664) TO (674); -- Percentage: 0.1 - Rows: 300570 +CREATE TABLE chartevents_73 PARTITION OF chartevents + FOR VALUES FROM (674) TO (675); -- Percentage: 0.3 - Rows: 1042512 +CREATE TABLE chartevents_74 PARTITION OF chartevents + FOR VALUES FROM (675) TO (677); -- Percentage: 0.1 - Rows: 378549 +CREATE TABLE chartevents_75 PARTITION OF chartevents + FOR VALUES FROM (677) TO (678); -- Percentage: 0.2 - Rows: 772277 +CREATE TABLE chartevents_76 PARTITION OF chartevents + FOR VALUES FROM (678) TO (679); -- Percentage: 0.2 - Rows: 773891 +CREATE TABLE chartevents_77 PARTITION OF chartevents + FOR VALUES FROM (679) TO (680); -- Percentage: 0.1 - Rows: 376047 +CREATE TABLE chartevents_78 PARTITION OF chartevents + FOR VALUES FROM (680) TO (681); -- Percentage: 0.2 - Rows: 740176 +CREATE TABLE chartevents_79 PARTITION OF chartevents + FOR VALUES FROM (681) TO (704); -- Percentage: 0.3 - Rows: 1099236 +CREATE TABLE chartevents_80 PARTITION OF chartevents + FOR VALUES FROM (704) TO (705); -- Percentage: 0.3 - Rows: 933238 +CREATE TABLE chartevents_81 PARTITION OF chartevents + FOR VALUES FROM (705) TO (706); -- Percentage: 0.0 - Rows: 20754 +CREATE TABLE chartevents_82 PARTITION OF chartevents + FOR VALUES FROM (706) TO (707); -- Percentage: 0.2 - Rows: 727719 +CREATE TABLE chartevents_83 PARTITION OF chartevents + FOR VALUES FROM (707) TO (708); -- Percentage: 0.3 - Rows: 937064 +CREATE TABLE chartevents_84 PARTITION OF chartevents + FOR VALUES FROM (708) TO (723); -- Percentage: 0.3 - Rows: 1049706 +CREATE TABLE chartevents_85 PARTITION OF chartevents + FOR VALUES FROM (723) TO (724); -- Percentage: 0.3 - Rows: 952177 +CREATE TABLE chartevents_86 PARTITION OF chartevents + FOR VALUES FROM (724) TO (742); -- Percentage: 0.1 - Rows: 321012 +CREATE TABLE chartevents_87 PARTITION OF chartevents + FOR VALUES FROM (742) TO (743); -- Percentage: 1.0 - Rows: 3464326 +CREATE TABLE chartevents_88 PARTITION OF chartevents + FOR VALUES FROM (743) TO (834); -- Percentage: 1.8 - Rows: 5925297 +CREATE TABLE chartevents_89 PARTITION OF chartevents + FOR VALUES FROM (834) TO (835); -- Percentage: 0.5 - Rows: 1716561 +CREATE TABLE chartevents_90 PARTITION OF chartevents + FOR VALUES FROM (835) TO (1046); -- Percentage: 0.4 - Rows: 1417336 +CREATE TABLE chartevents_91 PARTITION OF chartevents + FOR VALUES FROM (1046) TO (1047); -- Percentage: 0.2 - Rows: 803816 +CREATE TABLE chartevents_92 PARTITION OF chartevents + FOR VALUES FROM (1047) TO (1087); -- Percentage: 0.1 - Rows: 423898 +CREATE TABLE chartevents_93 PARTITION OF chartevents + FOR VALUES FROM (1087) TO (1088); -- Percentage: 0.2 - Rows: 592344 +CREATE TABLE chartevents_94 PARTITION OF chartevents + FOR VALUES FROM (1088) TO (1125); -- Percentage: 0.1 - Rows: 250247 +CREATE TABLE chartevents_95 PARTITION OF chartevents + FOR VALUES FROM (1125) TO (1126); -- Percentage: 0.9 - Rows: 2955851 +CREATE TABLE chartevents_96 PARTITION OF chartevents + FOR VALUES FROM (1126) TO (1337); -- Percentage: 0.2 - Rows: 808725 +CREATE TABLE chartevents_97 PARTITION OF chartevents + FOR VALUES FROM (1337) TO (1338); -- Percentage: 0.3 - Rows: 1083809 +CREATE TABLE chartevents_98 PARTITION OF chartevents + FOR VALUES FROM (1338) TO (1484); -- Percentage: 0.4 - Rows: 1281335 +CREATE TABLE chartevents_99 PARTITION OF chartevents + FOR VALUES FROM (1484) TO (1485); -- Percentage: 0.7 - Rows: 2261065 +CREATE TABLE chartevents_100 PARTITION OF chartevents + FOR VALUES FROM (1485) TO (1703); -- Percentage: 1.1 - Rows: 3561885 +CREATE TABLE chartevents_101 PARTITION OF chartevents + FOR VALUES FROM (1703) TO (1704); -- Percentage: 0.4 - Rows: 1174868 +CREATE TABLE chartevents_102 PARTITION OF chartevents + FOR VALUES FROM (1704) TO (1800); -- Percentage: 0.1 - Rows: 293325 +CREATE TABLE chartevents_103 PARTITION OF chartevents + FOR VALUES FROM (1800) TO (2500); -- Percentage: 0.1 - Rows: 249776 +CREATE TABLE chartevents_104 PARTITION OF chartevents + FOR VALUES FROM (2500) TO (3327); -- Percentage: 0.9 - Rows: 3010424 +CREATE TABLE chartevents_105 PARTITION OF chartevents + FOR VALUES FROM (3327) TO (3328); -- Percentage: 0.2 - Rows: 679113 +CREATE TABLE chartevents_106 PARTITION OF chartevents + FOR VALUES FROM (3328) TO (3420); -- Percentage: 1.6 - Rows: 5208156 +CREATE TABLE chartevents_107 PARTITION OF chartevents + FOR VALUES FROM (3420) TO (3421); -- Percentage: 0.2 - Rows: 673719 +CREATE TABLE chartevents_108 PARTITION OF chartevents + FOR VALUES FROM (3421) TO (3450); -- Percentage: 0.8 - Rows: 2785057 +CREATE TABLE chartevents_109 PARTITION OF chartevents + FOR VALUES FROM (3450) TO (3451); -- Percentage: 0.5 - Rows: 1687886 +CREATE TABLE chartevents_110 PARTITION OF chartevents + FOR VALUES FROM (3451) TO (3500); -- Percentage: 0.7 - Rows: 2445808 +CREATE TABLE chartevents_111 PARTITION OF chartevents + FOR VALUES FROM (3500) TO (3550); -- Percentage: 0.7 - Rows: 2433936 +CREATE TABLE chartevents_112 PARTITION OF chartevents + FOR VALUES FROM (3550) TO (3603); -- Percentage: 1.3 - Rows: 4449487 +CREATE TABLE chartevents_113 PARTITION OF chartevents + FOR VALUES FROM (3603) TO (3604); -- Percentage: 0.5 - Rows: 1676872 +CREATE TABLE chartevents_114 PARTITION OF chartevents + FOR VALUES FROM (3604) TO (3609); -- Percentage: 0.1 - Rows: 476670 +CREATE TABLE chartevents_115 PARTITION OF chartevents + FOR VALUES FROM (3609) TO (3610); -- Percentage: 0.5 - Rows: 1621393 +CREATE TABLE chartevents_116 PARTITION OF chartevents + FOR VALUES FROM (3610) TO (3645); -- Percentage: 0.7 - Rows: 2309226 +CREATE TABLE chartevents_117 PARTITION OF chartevents + FOR VALUES FROM (3645) TO (3646); -- Percentage: 0.2 - Rows: 690295 +CREATE TABLE chartevents_118 PARTITION OF chartevents + FOR VALUES FROM (3646) TO (3656); -- Percentage: 0.3 - Rows: 1009254 +CREATE TABLE chartevents_119 PARTITION OF chartevents + FOR VALUES FROM (3656) TO (3657); -- Percentage: 0.2 - Rows: 803881 +CREATE TABLE chartevents_120 PARTITION OF chartevents + FOR VALUES FROM (3657) TO (3700); -- Percentage: 0.7 - Rows: 2367096 +CREATE TABLE chartevents_121 PARTITION OF chartevents + FOR VALUES FROM (3700) TO (5813); -- Percentage: 0.4 - Rows: 1360432 +CREATE TABLE chartevents_122 PARTITION OF chartevents + FOR VALUES FROM (5813) TO (5814); -- Percentage: 0.3 - Rows: 982518 +CREATE TABLE chartevents_123 PARTITION OF chartevents + FOR VALUES FROM (5814) TO (5815); -- Percentage: 0.2 - Rows: 655454 +CREATE TABLE chartevents_124 PARTITION OF chartevents + FOR VALUES FROM (5815) TO (5816); -- Percentage: 0.5 - Rows: 1807316 +CREATE TABLE chartevents_125 PARTITION OF chartevents + FOR VALUES FROM (5816) TO (5817); -- Percentage: 0.0 - Rows: 34909 +CREATE TABLE chartevents_126 PARTITION OF chartevents + FOR VALUES FROM (5817) TO (5818); -- Percentage: 0.4 - Rows: 1378959 +CREATE TABLE chartevents_127 PARTITION OF chartevents + FOR VALUES FROM (5818) TO (5819); -- Percentage: 0.1 - Rows: 178112 +CREATE TABLE chartevents_128 PARTITION OF chartevents + FOR VALUES FROM (5819) TO (5820); -- Percentage: 0.5 - Rows: 1772387 +CREATE TABLE chartevents_129 PARTITION OF chartevents + FOR VALUES FROM (5820) TO (5821); -- Percentage: 0.5 - Rows: 1802684 +CREATE TABLE chartevents_130 PARTITION OF chartevents + FOR VALUES FROM (5821) TO (8000); -- Percentage: 0.5 - Rows: 1622363 +CREATE TABLE chartevents_131 PARTITION OF chartevents + FOR VALUES FROM (8000) TO (8367); -- Percentage: 0.0 - Rows: 43749 +CREATE TABLE chartevents_132 PARTITION OF chartevents + FOR VALUES FROM (8367) TO (8368); -- Percentage: 0.2 - Rows: 601818 +CREATE TABLE chartevents_133 PARTITION OF chartevents + FOR VALUES FROM (8368) TO (8369); -- Percentage: 0.6 - Rows: 2085994 +CREATE TABLE chartevents_134 PARTITION OF chartevents + FOR VALUES FROM (8369) TO (8441); -- Percentage: 1.6 - Rows: 5266438 +CREATE TABLE chartevents_135 PARTITION OF chartevents + FOR VALUES FROM (8441) TO (8442); -- Percentage: 0.5 - Rows: 1573583 +CREATE TABLE chartevents_136 PARTITION OF chartevents + FOR VALUES FROM (8442) TO (8480); -- Percentage: 1.2 - Rows: 3870155 +CREATE TABLE chartevents_137 PARTITION OF chartevents + FOR VALUES FROM (8480) TO (8481); -- Percentage: 0.2 - Rows: 719203 +CREATE TABLE chartevents_138 PARTITION OF chartevents + FOR VALUES FROM (8481) TO (8518); -- Percentage: 0.5 - Rows: 1600973 +CREATE TABLE chartevents_139 PARTITION OF chartevents + FOR VALUES FROM (8518) TO (8519); -- Percentage: 0.5 - Rows: 1687615 +CREATE TABLE chartevents_140 PARTITION OF chartevents + FOR VALUES FROM (8519) TO (8532); -- Percentage: 0.3 - Rows: 1146136 +CREATE TABLE chartevents_141 PARTITION OF chartevents + FOR VALUES FROM (8532) TO (8533); -- Percentage: 0.5 - Rows: 1619782 +CREATE TABLE chartevents_142 PARTITION OF chartevents + FOR VALUES FROM (8533) TO (8537); -- Percentage: 0.1 - Rows: 204405 +CREATE TABLE chartevents_143 PARTITION OF chartevents + FOR VALUES FROM (8537) TO (8538); -- Percentage: 0.2 - Rows: 725866 +CREATE TABLE chartevents_144 PARTITION OF chartevents + FOR VALUES FROM (8538) TO (8547); -- Percentage: 0.0 - Rows: 302 +CREATE TABLE chartevents_145 PARTITION OF chartevents + FOR VALUES FROM (8547) TO (8548); -- Percentage: 0.3 - Rows: 976252 +CREATE TABLE chartevents_146 PARTITION OF chartevents + FOR VALUES FROM (8548) TO (8549); -- Percentage: 0.2 - Rows: 649745 +CREATE TABLE chartevents_147 PARTITION OF chartevents + FOR VALUES FROM (8549) TO (8550); -- Percentage: 0.5 - Rows: 1804988 +CREATE TABLE chartevents_148 PARTITION OF chartevents + FOR VALUES FROM (8550) TO (8551); -- Percentage: 0.0 - Rows: 33554 +CREATE TABLE chartevents_149 PARTITION OF chartevents + FOR VALUES FROM (8551) TO (8552); -- Percentage: 0.4 - Rows: 1375295 +CREATE TABLE chartevents_150 PARTITION OF chartevents + FOR VALUES FROM (8552) TO (8553); -- Percentage: 0.1 - Rows: 174222 +CREATE TABLE chartevents_151 PARTITION OF chartevents + FOR VALUES FROM (8553) TO (8554); -- Percentage: 0.5 - Rows: 1769925 +CREATE TABLE chartevents_152 PARTITION OF chartevents + FOR VALUES FROM (8554) TO (8555); -- Percentage: 0.5 - Rows: 1796313 +CREATE TABLE chartevents_153 PARTITION OF chartevents + FOR VALUES FROM (8555) TO (220000); -- Percentage: 0.0 - Rows: 18753 +CREATE TABLE chartevents_154 PARTITION OF chartevents + FOR VALUES FROM (220000) TO (220045); -- Percentage: - Rows: +CREATE TABLE chartevents_155 PARTITION OF chartevents + FOR VALUES FROM (220045) TO (220046); -- Percentage: 0.8 - Rows: 2762225 +CREATE TABLE chartevents_156 PARTITION OF chartevents + FOR VALUES FROM (220046) TO (220048); -- Percentage: 0.1 - Rows: 431909 +CREATE TABLE chartevents_157 PARTITION OF chartevents + FOR VALUES FROM (220048) TO (220049); -- Percentage: 0.6 - Rows: 2023672 +CREATE TABLE chartevents_158 PARTITION OF chartevents + FOR VALUES FROM (220049) TO (220050); -- Percentage: - Rows: +CREATE TABLE chartevents_159 PARTITION OF chartevents + FOR VALUES FROM (220050) TO (220051); -- Percentage: 0.3 - Rows: 1149788 +CREATE TABLE chartevents_160 PARTITION OF chartevents + FOR VALUES FROM (220051) TO (220052); -- Percentage: 0.3 - Rows: 1149537 +CREATE TABLE chartevents_161 PARTITION OF chartevents + FOR VALUES FROM (220052) TO (220053); -- Percentage: 0.3 - Rows: 1156173 +CREATE TABLE chartevents_162 PARTITION OF chartevents + FOR VALUES FROM (220053) TO (220074); -- Percentage: 0.2 - Rows: 648200 +CREATE TABLE chartevents_163 PARTITION OF chartevents + FOR VALUES FROM (220074) TO (220179); -- Percentage: 0.2 - Rows: 526472 +CREATE TABLE chartevents_164 PARTITION OF chartevents + FOR VALUES FROM (220179) TO (220180); -- Percentage: 0.4 - Rows: 1290488 +CREATE TABLE chartevents_165 PARTITION OF chartevents + FOR VALUES FROM (220180) TO (220181); -- Percentage: 0.4 - Rows: 1289885 +CREATE TABLE chartevents_166 PARTITION OF chartevents + FOR VALUES FROM (220181) TO (220182); -- Percentage: 0.4 - Rows: 1292916 +CREATE TABLE chartevents_167 PARTITION OF chartevents + FOR VALUES FROM (220182) TO (220210); -- Percentage: 0.0 - Rows: 208 +CREATE TABLE chartevents_168 PARTITION OF chartevents + FOR VALUES FROM (220210) TO (220211); -- Percentage: 0.8 - Rows: 2737105 +CREATE TABLE chartevents_169 PARTITION OF chartevents + FOR VALUES FROM (220211) TO (220277); -- Percentage: 0.1 - Rows: 466344 +CREATE TABLE chartevents_170 PARTITION OF chartevents + FOR VALUES FROM (220277) TO (220278); -- Percentage: 0.8 - Rows: 2671816 +CREATE TABLE chartevents_171 PARTITION OF chartevents + FOR VALUES FROM (220278) TO (222000); -- Percentage: 1.0 - Rows: 3262258 +CREATE TABLE chartevents_172 PARTITION OF chartevents + FOR VALUES FROM (222000) TO (223792); -- Percentage: 1.2 - Rows: 4068153 +CREATE TABLE chartevents_173 PARTITION OF chartevents + FOR VALUES FROM (223792) TO (223793); -- Percentage: 0.2 - Rows: 765274 +CREATE TABLE chartevents_174 PARTITION OF chartevents + FOR VALUES FROM (223793) TO (223800); -- Percentage: 0.3 - Rows: 1139355 +CREATE TABLE chartevents_175 PARTITION OF chartevents + FOR VALUES FROM (223800) TO (223850); -- Percentage: 0.6 - Rows: 1983602 +CREATE TABLE chartevents_176 PARTITION OF chartevents + FOR VALUES FROM (223850) TO (223900); -- Percentage: 0.7 - Rows: 2185541 +CREATE TABLE chartevents_177 PARTITION OF chartevents + FOR VALUES FROM (223900) TO (223912); -- Percentage: 1.1 - Rows: 3552998 +CREATE TABLE chartevents_178 PARTITION OF chartevents + FOR VALUES FROM (223912) TO (223925); -- Percentage: 0.7 - Rows: 2289753 +CREATE TABLE chartevents_179 PARTITION OF chartevents + FOR VALUES FROM (223925) TO (223950); -- Percentage: 0.5 - Rows: 1610057 +CREATE TABLE chartevents_180 PARTITION OF chartevents + FOR VALUES FROM (223950) TO (223974); -- Percentage: 0.1 - Rows: 395061 +CREATE TABLE chartevents_181 PARTITION OF chartevents + FOR VALUES FROM (223974) TO (224000); -- Percentage: 1.5 - Rows: 4797667 +CREATE TABLE chartevents_182 PARTITION OF chartevents + FOR VALUES FROM (224000) TO (224020); -- Percentage: 1.0 - Rows: 3317320 +CREATE TABLE chartevents_183 PARTITION OF chartevents + FOR VALUES FROM (224020) TO (224040); -- Percentage: 0.8 - Rows: 2611372 +CREATE TABLE chartevents_184 PARTITION OF chartevents + FOR VALUES FROM (224040) TO (224080); -- Percentage: 1.2 - Rows: 4089672 +CREATE TABLE chartevents_185 PARTITION OF chartevents + FOR VALUES FROM (224080) TO (224083); -- Percentage: 0.5 - Rows: 1559194 +CREATE TABLE chartevents_186 PARTITION OF chartevents + FOR VALUES FROM (224083) TO (224087); -- Percentage: 0.6 - Rows: 2089736 +CREATE TABLE chartevents_187 PARTITION OF chartevents + FOR VALUES FROM (224087) TO (224093); -- Percentage: 0.4 - Rows: 1465008 +CREATE TABLE chartevents_188 PARTITION OF chartevents + FOR VALUES FROM (224093) TO (224094); -- Percentage: 0.2 - Rows: 717326 +CREATE TABLE chartevents_189 PARTITION OF chartevents + FOR VALUES FROM (224094) TO (224300); -- Percentage: 0.9 - Rows: 2933324 +CREATE TABLE chartevents_190 PARTITION OF chartevents + FOR VALUES FROM (224300) TO (224642); -- Percentage: 0.9 - Rows: 3110922 +CREATE TABLE chartevents_191 PARTITION OF chartevents + FOR VALUES FROM (224642) TO (224643); -- Percentage: 0.2 - Rows: 618565 +CREATE TABLE chartevents_192 PARTITION OF chartevents + FOR VALUES FROM (224643) TO (224650); -- Percentage: 0.0 - Rows: 1165 +CREATE TABLE chartevents_193 PARTITION OF chartevents + FOR VALUES FROM (224650) TO (224651); -- Percentage: 0.6 - Rows: 1849287 +CREATE TABLE chartevents_194 PARTITION OF chartevents + FOR VALUES FROM (224651) TO (224700); -- Percentage: 1.2 - Rows: 4059618 +CREATE TABLE chartevents_195 PARTITION OF chartevents + FOR VALUES FROM (224700) TO (224800); -- Percentage: 1.0 - Rows: 3154406 +CREATE TABLE chartevents_196 PARTITION OF chartevents + FOR VALUES FROM (224800) TO (224900); -- Percentage: 0.9 - Rows: 2873716 +CREATE TABLE chartevents_197 PARTITION OF chartevents + FOR VALUES FROM (224900) TO (225000); -- Percentage: 0.8 - Rows: 2659813 +CREATE TABLE chartevents_198 PARTITION OF chartevents + FOR VALUES FROM (225000) TO (225500); -- Percentage: 1.1 - Rows: 3763143 +CREATE TABLE chartevents_199 PARTITION OF chartevents + FOR VALUES FROM (225500) TO (226000); -- Percentage: 0.5 - Rows: 1718572 +CREATE TABLE chartevents_200 PARTITION OF chartevents + FOR VALUES FROM (226000) TO (226500); -- Percentage: 0.8 - Rows: 2662741 +CREATE TABLE chartevents_201 PARTITION OF chartevents + FOR VALUES FROM (226500) TO (227000); -- Percentage: 0.5 - Rows: 1605091 +CREATE TABLE chartevents_202 PARTITION OF chartevents + FOR VALUES FROM (227000) TO (227500); -- Percentage: 1.7 - Rows: 5553957 +CREATE TABLE chartevents_203 PARTITION OF chartevents + FOR VALUES FROM (227500) TO (227958); -- Percentage: 1.7 - Rows: 5627006 +CREATE TABLE chartevents_204 PARTITION OF chartevents + FOR VALUES FROM (227958) TO (227959); -- Percentage: 0.2 - Rows: 716961 +CREATE TABLE chartevents_205 PARTITION OF chartevents + FOR VALUES FROM (227959) TO (227969); -- Percentage: 0.2 - Rows: 816157 +CREATE TABLE chartevents_206 PARTITION OF chartevents + FOR VALUES FROM (227969) TO (227970); -- Percentage: 0.6 - Rows: 1862707 +CREATE TABLE chartevents_207 PARTITION OF chartevents + FOR VALUES FROM (227970) TO (1000000); -- Percentage: 0.7 - Rows: 2313406 + +-------------------------------------------------------- +-- DDL for Table CPTEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS CPTEVENTS CASCADE; +CREATE TABLE CPTEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + COSTCENTER VARCHAR(10) NOT NULL, + CHARTDATE TIMESTAMP(0), + CPT_CD VARCHAR(10) NOT NULL, + CPT_NUMBER INT, + CPT_SUFFIX VARCHAR(5), + TICKET_ID_SEQ INT, + SECTIONHEADER VARCHAR(50), + SUBSECTIONHEADER VARCHAR(255), + DESCRIPTION VARCHAR(200), + CONSTRAINT cpt_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table DATETIMEEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS DATETIMEEVENTS CASCADE; +CREATE TABLE DATETIMEEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ICUSTAY_ID INT, + ITEMID INT NOT NULL, + CHARTTIME TIMESTAMP(0) NOT NULL, + STORETIME TIMESTAMP(0) NOT NULL, + CGID INT NOT NULL, + VALUE TIMESTAMP(0), + VALUEUOM VARCHAR(50) NOT NULL, + WARNING SMALLINT, + ERROR SMALLINT, + RESULTSTATUS VARCHAR(50), + STOPPED VARCHAR(50), + CONSTRAINT datetime_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table DIAGNOSES_ICD +-------------------------------------------------------- + +DROP TABLE IF EXISTS DIAGNOSES_ICD CASCADE; +CREATE TABLE DIAGNOSES_ICD +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + SEQ_NUM INT, + ICD9_CODE VARCHAR(10), + CONSTRAINT diagnosesicd_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table DRGCODES +-------------------------------------------------------- + +DROP TABLE IF EXISTS DRGCODES CASCADE; +CREATE TABLE DRGCODES +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + DRG_TYPE VARCHAR(20) NOT NULL, + DRG_CODE VARCHAR(20) NOT NULL, + DESCRIPTION VARCHAR(255), + DRG_SEVERITY SMALLINT, + DRG_MORTALITY SMALLINT, + CONSTRAINT drg_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table D_CPT +-------------------------------------------------------- + +DROP TABLE IF EXISTS D_CPT CASCADE; +CREATE TABLE D_CPT +( + ROW_ID INT NOT NULL, + CATEGORY SMALLINT NOT NULL, + SECTIONRANGE VARCHAR(100) NOT NULL, + SECTIONHEADER VARCHAR(50) NOT NULL, + SUBSECTIONRANGE VARCHAR(100) NOT NULL, + SUBSECTIONHEADER VARCHAR(255) NOT NULL, + CODESUFFIX VARCHAR(5), + MINCODEINSUBSECTION INT NOT NULL, + MAXCODEINSUBSECTION INT NOT NULL, + CONSTRAINT dcpt_ssrange_unique UNIQUE (SUBSECTIONRANGE), + CONSTRAINT dcpt_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table D_ICD_DIAGNOSES +-------------------------------------------------------- + +DROP TABLE IF EXISTS D_ICD_DIAGNOSES CASCADE; +CREATE TABLE D_ICD_DIAGNOSES +( + ROW_ID INT NOT NULL, + ICD9_CODE VARCHAR(10) NOT NULL, + SHORT_TITLE VARCHAR(50) NOT NULL, + LONG_TITLE VARCHAR(255) NOT NULL, + CONSTRAINT d_icd_diag_code_unique UNIQUE (ICD9_CODE), + CONSTRAINT d_icd_diag_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table D_ICD_PROCEDURES +-------------------------------------------------------- + +DROP TABLE IF EXISTS D_ICD_PROCEDURES CASCADE; +CREATE TABLE D_ICD_PROCEDURES +( + ROW_ID INT NOT NULL, + ICD9_CODE VARCHAR(10) NOT NULL, + SHORT_TITLE VARCHAR(50) NOT NULL, + LONG_TITLE VARCHAR(255) NOT NULL, + CONSTRAINT d_icd_proc_code_unique UNIQUE (ICD9_CODE), + CONSTRAINT d_icd_proc_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table D_ITEMS +-------------------------------------------------------- + +DROP TABLE IF EXISTS D_ITEMS CASCADE; +CREATE TABLE D_ITEMS +( + ROW_ID INT NOT NULL, + ITEMID INT NOT NULL, + LABEL VARCHAR(200), + ABBREVIATION VARCHAR(100), + DBSOURCE VARCHAR(20), + LINKSTO VARCHAR(50), + CATEGORY VARCHAR(100), + UNITNAME VARCHAR(100), + PARAM_TYPE VARCHAR(30), + CONCEPTID INT, + CONSTRAINT ditems_itemid_unique UNIQUE (ITEMID), + CONSTRAINT ditems_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table D_LABITEMS +-------------------------------------------------------- + +DROP TABLE IF EXISTS D_LABITEMS CASCADE; +CREATE TABLE D_LABITEMS +( + ROW_ID INT NOT NULL, + ITEMID INT NOT NULL, + LABEL VARCHAR(100) NOT NULL, + FLUID VARCHAR(100) NOT NULL, + CATEGORY VARCHAR(100) NOT NULL, + LOINC_CODE VARCHAR(100), + CONSTRAINT dlabitems_itemid_unique UNIQUE (ITEMID), + CONSTRAINT dlabitems_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table ICUSTAYS +-------------------------------------------------------- + +DROP TABLE IF EXISTS ICUSTAYS CASCADE; +CREATE TABLE ICUSTAYS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + ICUSTAY_ID INT NOT NULL, + DBSOURCE VARCHAR(20) NOT NULL, + FIRST_CAREUNIT VARCHAR(20) NOT NULL, + LAST_CAREUNIT VARCHAR(20) NOT NULL, + FIRST_WARDID SMALLINT NOT NULL, + LAST_WARDID SMALLINT NOT NULL, + INTIME TIMESTAMP(0) NOT NULL, + OUTTIME TIMESTAMP(0), + LOS DOUBLE PRECISION, + CONSTRAINT icustay_icustayid_unique UNIQUE (ICUSTAY_ID), + CONSTRAINT icustay_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table INPUTEVENTS_CV +-------------------------------------------------------- + +DROP TABLE IF EXISTS INPUTEVENTS_CV CASCADE; +CREATE TABLE INPUTEVENTS_CV +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ICUSTAY_ID INT, + CHARTTIME TIMESTAMP(0), + ITEMID INT, + AMOUNT DOUBLE PRECISION, + AMOUNTUOM VARCHAR(30), + RATE DOUBLE PRECISION, + RATEUOM VARCHAR(30), + STORETIME TIMESTAMP(0), + CGID INT, + ORDERID INT, + LINKORDERID INT, + STOPPED VARCHAR(30), + NEWBOTTLE INT, + ORIGINALAMOUNT DOUBLE PRECISION, + ORIGINALAMOUNTUOM VARCHAR(30), + ORIGINALROUTE VARCHAR(30), + ORIGINALRATE DOUBLE PRECISION, + ORIGINALRATEUOM VARCHAR(30), + ORIGINALSITE VARCHAR(30), + CONSTRAINT inputevents_cv_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table INPUTEVENTS_MV +-------------------------------------------------------- + +DROP TABLE IF EXISTS INPUTEVENTS_MV CASCADE; +CREATE TABLE INPUTEVENTS_MV +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ICUSTAY_ID INT, + STARTTIME TIMESTAMP(0), + ENDTIME TIMESTAMP(0), + ITEMID INT, + AMOUNT DOUBLE PRECISION, + AMOUNTUOM VARCHAR(30), + RATE DOUBLE PRECISION, + RATEUOM VARCHAR(30), + STORETIME TIMESTAMP(0), + CGID INT, + ORDERID INT, + LINKORDERID INT, + ORDERCATEGORYNAME VARCHAR(100), + SECONDARYORDERCATEGORYNAME VARCHAR(100), + ORDERCOMPONENTTYPEDESCRIPTION VARCHAR(200), + ORDERCATEGORYDESCRIPTION VARCHAR(50), + PATIENTWEIGHT DOUBLE PRECISION, + TOTALAMOUNT DOUBLE PRECISION, + TOTALAMOUNTUOM VARCHAR(50), + ISOPENBAG SMALLINT, + CONTINUEINNEXTDEPT SMALLINT, + CANCELREASON SMALLINT, + STATUSDESCRIPTION VARCHAR(30), + COMMENTS_EDITEDBY VARCHAR(30), + COMMENTS_CANCELEDBY VARCHAR(40), + COMMENTS_DATE TIMESTAMP(0), + ORIGINALAMOUNT DOUBLE PRECISION, + ORIGINALRATE DOUBLE PRECISION, + CONSTRAINT inputevents_mv_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table LABEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS LABEVENTS CASCADE; +CREATE TABLE LABEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ITEMID INT NOT NULL, + CHARTTIME TIMESTAMP(0), + VALUE VARCHAR(200), + VALUENUM DOUBLE PRECISION, + VALUEUOM VARCHAR(20), + FLAG VARCHAR(20), + CONSTRAINT labevents_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table MICROBIOLOGYEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS MICROBIOLOGYEVENTS CASCADE; +CREATE TABLE MICROBIOLOGYEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + CHARTDATE TIMESTAMP(0), + CHARTTIME TIMESTAMP(0), + SPEC_ITEMID INT, + SPEC_TYPE_DESC VARCHAR(100), + ORG_ITEMID INT, + ORG_NAME VARCHAR(100), + ISOLATE_NUM SMALLINT, + AB_ITEMID INT, + AB_NAME VARCHAR(30), + DILUTION_TEXT VARCHAR(10), + DILUTION_COMPARISON VARCHAR(20), + DILUTION_VALUE DOUBLE PRECISION, + INTERPRETATION VARCHAR(5), + CONSTRAINT micro_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table NOTEEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS NOTEEVENTS CASCADE; +CREATE TABLE NOTEEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + CHARTDATE TIMESTAMP(0), + CHARTTIME TIMESTAMP(0), + STORETIME TIMESTAMP(0), + CATEGORY VARCHAR(50), + DESCRIPTION VARCHAR(255), + CGID INT, + ISERROR CHAR(1), + TEXT TEXT, + CONSTRAINT noteevents_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table OUTPUTEVENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS OUTPUTEVENTS CASCADE; +CREATE TABLE OUTPUTEVENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT, + ICUSTAY_ID INT, + CHARTTIME TIMESTAMP(0), + ITEMID INT, + VALUE DOUBLE PRECISION, + VALUEUOM VARCHAR(30), + STORETIME TIMESTAMP(0), + CGID INT, + STOPPED VARCHAR(30), + NEWBOTTLE CHAR(1), + ISERROR INT, + CONSTRAINT outputevents_cv_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table PATIENTS +-------------------------------------------------------- + +DROP TABLE IF EXISTS PATIENTS CASCADE; +CREATE TABLE PATIENTS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + GENDER VARCHAR(5) NOT NULL, + DOB TIMESTAMP(0) NOT NULL, + DOD TIMESTAMP(0), + DOD_HOSP TIMESTAMP(0), + DOD_SSN TIMESTAMP(0), + EXPIRE_FLAG INT NOT NULL, + CONSTRAINT pat_subid_unique UNIQUE (SUBJECT_ID), + CONSTRAINT pat_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table PRESCRIPTIONS +-------------------------------------------------------- + +DROP TABLE IF EXISTS PRESCRIPTIONS CASCADE; +CREATE TABLE PRESCRIPTIONS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + ICUSTAY_ID INT, + STARTDATE TIMESTAMP(0), + ENDDATE TIMESTAMP(0), + DRUG_TYPE VARCHAR(100) NOT NULL, + DRUG VARCHAR(100) NOT NULL, + DRUG_NAME_POE VARCHAR(100), + DRUG_NAME_GENERIC VARCHAR(100), + FORMULARY_DRUG_CD VARCHAR(120), + GSN VARCHAR(200), + NDC VARCHAR(120), + PROD_STRENGTH VARCHAR(120), + DOSE_VAL_RX VARCHAR(120), + DOSE_UNIT_RX VARCHAR(120), + FORM_VAL_DISP VARCHAR(120), + FORM_UNIT_DISP VARCHAR(120), + ROUTE VARCHAR(120), + CONSTRAINT prescription_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table PROCEDUREEVENTS_MV +-------------------------------------------------------- + +DROP TABLE IF EXISTS PROCEDUREEVENTS_MV CASCADE; +CREATE TABLE PROCEDUREEVENTS_MV +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + ICUSTAY_ID INT, + STARTTIME TIMESTAMP(0), + ENDTIME TIMESTAMP(0), + ITEMID INT, + VALUE DOUBLE PRECISION, + VALUEUOM VARCHAR(30), + LOCATION VARCHAR(30), + LOCATIONCATEGORY VARCHAR(30), + STORETIME TIMESTAMP(0), + CGID INT, + ORDERID INT, + LINKORDERID INT, + ORDERCATEGORYNAME VARCHAR(100), + SECONDARYORDERCATEGORYNAME VARCHAR(100), + ORDERCATEGORYDESCRIPTION VARCHAR(50), + ISOPENBAG SMALLINT, + CONTINUEINNEXTDEPT SMALLINT, + CANCELREASON SMALLINT, + STATUSDESCRIPTION VARCHAR(30), + COMMENTS_EDITEDBY VARCHAR(30), + COMMENTS_CANCELEDBY VARCHAR(30), + COMMENTS_DATE TIMESTAMP(0), + CONSTRAINT procedureevents_mv_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table PROCEDURES_ICD +-------------------------------------------------------- + +DROP TABLE IF EXISTS PROCEDURES_ICD CASCADE; +CREATE TABLE PROCEDURES_ICD +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + SEQ_NUM INT NOT NULL, + ICD9_CODE VARCHAR(10) NOT NULL, + CONSTRAINT proceduresicd_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table SERVICES +-------------------------------------------------------- + +DROP TABLE IF EXISTS SERVICES CASCADE; +CREATE TABLE SERVICES +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + TRANSFERTIME TIMESTAMP(0) NOT NULL, + PREV_SERVICE VARCHAR(20), + CURR_SERVICE VARCHAR(20), + CONSTRAINT services_rowid_pk PRIMARY KEY (ROW_ID) +) ; + +-------------------------------------------------------- +-- DDL for Table TRANSFERS +-------------------------------------------------------- + +DROP TABLE IF EXISTS TRANSFERS CASCADE; +CREATE TABLE TRANSFERS +( + ROW_ID INT NOT NULL, + SUBJECT_ID INT NOT NULL, + HADM_ID INT NOT NULL, + ICUSTAY_ID INT, + DBSOURCE VARCHAR(20), + EVENTTYPE VARCHAR(20), + PREV_CAREUNIT VARCHAR(20), + CURR_CAREUNIT VARCHAR(20), + PREV_WARDID SMALLINT, + CURR_WARDID SMALLINT, + INTIME TIMESTAMP(0), + OUTTIME TIMESTAMP(0), + LOS DOUBLE PRECISION, + CONSTRAINT transfers_rowid_pk PRIMARY KEY (ROW_ID) +) ; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_load_data.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_load_data.sql new file mode 100644 index 00000000..3fe94c5e --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/postgres_load_data.sql @@ -0,0 +1,181 @@ +-- ------------------------------------------------------------------------------- +-- +-- Load data into the MIMIC-III schema +-- +-- ------------------------------------------------------------------------------- + +-------------------------------------------------------- +-- File created - Thursday-August-27-2015 +-------------------------------------------------------- + +-- Change to the directory containing the data files +\cd :mimic_data_dir + +-- If running scripts individually, you can set the schema where all tables are created as follows: +-- SET search_path TO mimiciii; + +-- Restoring the search path to its default value can be accomplished as follows: +-- SET search_path TO "$user",public; + +/* Set the mimic_data_dir variable to point to directory containing + all .csv files. If using Docker, this should not be changed here. + Rather, when running the docker container, use the -v option + to have Docker mount a host volume to the container path /mimic_data + as explained in the README file +*/ + +-------------------------------------------------------- +-- Load Data for Table ADMISSIONS +-------------------------------------------------------- + +\copy ADMISSIONS FROM 'ADMISSIONS.csv' DELIMITER ',' CSV HEADER NULL '' + +-------------------------------------------------------- +-- Load Data for Table CALLOUT +-------------------------------------------------------- + +\copy CALLOUT from 'CALLOUT.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table CAREGIVERS +-------------------------------------------------------- + +\copy CAREGIVERS from 'CAREGIVERS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table CHARTEVENTS +-------------------------------------------------------- + +\copy CHARTEVENTS from 'CHARTEVENTS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table CPTEVENTS +-------------------------------------------------------- + +\copy CPTEVENTS from 'CPTEVENTS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table DATETIMEEVENTS +-------------------------------------------------------- + +\copy DATETIMEEVENTS from 'DATETIMEEVENTS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table DIAGNOSES_ICD +-------------------------------------------------------- + +\copy DIAGNOSES_ICD from 'DIAGNOSES_ICD.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table DRGCODES +-------------------------------------------------------- + +\copy DRGCODES from 'DRGCODES.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table D_CPT +-------------------------------------------------------- + +\copy D_CPT from 'D_CPT.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table D_ICD_DIAGNOSES +-------------------------------------------------------- + +\copy D_ICD_DIAGNOSES from 'D_ICD_DIAGNOSES.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table D_ICD_PROCEDURES +-------------------------------------------------------- + +\copy D_ICD_PROCEDURES from 'D_ICD_PROCEDURES.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table D_ITEMS +-------------------------------------------------------- + +\copy D_ITEMS from 'D_ITEMS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table D_LABITEMS +-------------------------------------------------------- + +\copy D_LABITEMS from 'D_LABITEMS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table ICUSTAYS +-------------------------------------------------------- + +\copy ICUSTAYS from 'ICUSTAYS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table INPUTEVENTS_CV +-------------------------------------------------------- + +\copy INPUTEVENTS_CV from 'INPUTEVENTS_CV.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table INPUTEVENTS_MV +-------------------------------------------------------- + +\copy INPUTEVENTS_MV from 'INPUTEVENTS_MV.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table LABEVENTS +-------------------------------------------------------- + +\copy LABEVENTS from 'LABEVENTS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table MICROBIOLOGYEVENTS +-------------------------------------------------------- + +\copy MICROBIOLOGYEVENTS from 'MICROBIOLOGYEVENTS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table NOTEEVENTS +-------------------------------------------------------- + +\copy NOTEEVENTS from 'NOTEEVENTS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table OUTPUTEVENTS +-------------------------------------------------------- + +\copy OUTPUTEVENTS from 'OUTPUTEVENTS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table PATIENTS +-------------------------------------------------------- + +\copy PATIENTS from 'PATIENTS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table PRESCRIPTIONS +-------------------------------------------------------- + +\copy PRESCRIPTIONS from 'PRESCRIPTIONS.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table PROCEDUREEVENTS_MV +-------------------------------------------------------- + +\copy PROCEDUREEVENTS_MV from 'PROCEDUREEVENTS_MV.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table PROCEDURES_ICD +-------------------------------------------------------- + +\copy PROCEDURES_ICD from 'PROCEDURES_ICD.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table SERVICES +-------------------------------------------------------- + +\copy SERVICES from 'SERVICES.csv' delimiter ',' csv header NULL '' + +-------------------------------------------------------- +-- Load Data for Table TRANSFERS +-------------------------------------------------------- + +\copy TRANSFERS from 'TRANSFERS.csv' delimiter ',' csv header NULL '' diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/wget-log b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/wget-log new file mode 100644 index 00000000..92301737 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/buildmimic/wget-log @@ -0,0 +1,3591 @@ +HTTP request sent, awaiting response... 200 OK +Length: 335843735 (320M) [application/gzip] +Saving to: ‘data/LABEVENTS.csv.gz’ + + + +2024-09-25 20:16:35 (483 KB/s) - ‘data/LABEVENTS.csv.gz’ saved [335843735/335843735] + +--2024-09-25 20:16:35-- https://physionet.org/files/mimiciii/1.4/MICROBIOLOGYEVENTS.csv.gz +Reusing existing connection to physionet.org:443. +HTTP request sent, awaiting response... 200 OK +Length: 7612452 (7.3M) [application/gzip] +Saving to: ‘data/MICROBIOLOGYEVENTS.csv.gz’ + + + +2024-09-25 20:16:50 (489 KB/s) - ‘data/MICROBIOLOGYEVENTS.csv.gz’ saved [7612452/7612452] + +--2024-09-25 20:16:50-- https://physionet.org/files/mimiciii/1.4/NOTEEVENTS.csv.gz +Reusing existing connection to physionet.org:443. +HTTP request sent, awaiting response... 200 OK +Length: 1165661335 (1.1G) [application/gzip] +Saving to: ‘data/NOTEEVENTS.csv.gz’ + + NOTEEVENTS.csv.gz 39%[==============================================> ] 440.01M 472KB/s eta 24m 4s NOTEEVENTS.csv.gz 39%[==============================================> ] 440.12M 474KB/s eta 24m 3s NOTEEVENTS.csv.gz 39%[==============================================> ] 440.23M 474KB/s eta 24m 3s NOTEEVENTS.csv.gz 39%[==============================================> ] 440.33M 474KB/s eta 24m 3s NOTEEVENTS.csv.gz 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.......... .......... .......... .......... .......... 5% 229K 1m49s + 3200K .......... .......... .......... .......... .......... 5% 228M 1m47s + 3250K .......... .......... .......... .......... .......... 5% 482K 1m47s + 3300K .......... .......... .......... .......... .......... 5% 425K 1m48s + 3350K .......... .......... .......... .......... .......... 5% 430K 1m48s + 3400K .......... .......... .......... .......... .......... 6% 447K 1m48s + 3450K .......... .......... .......... .......... .......... 6% 473K 1m48s + 3500K .......... .......... .......... .......... .......... 6% 477K 1m48s + 3550K .......... .......... .......... .......... .......... 6% 352K 1m48s + 3600K .......... .......... .......... .......... .......... 6% 495K 1m48s + 3650K .......... .......... .......... .......... .......... 6% 492K 1m48s + 3700K .......... .......... .......... .......... .......... 6% 481K 1m48s + 3750K .......... .......... .......... .......... .......... 6% 486K 1m48s + 3800K .......... .......... .......... .......... .......... 6% 486K 1m48s + 3850K .......... .......... .......... .......... .......... 6% 492K 1m48s + 3900K .......... .......... .......... .......... .......... 6% 501K 1m48s + 3950K .......... .......... .......... .......... .......... 7% 371K 1m48s + 4000K .......... .......... .......... .......... .......... 7% 505K 1m48s + 4050K .......... .......... .......... .......... .......... 7% 544K 1m48s + 4100K .......... .......... .......... .......... .......... 7% 495K 1m47s + 4150K .......... .......... .......... .......... .......... 7% 491K 1m47s + 4200K .......... .......... .......... .......... .......... 7% 514K 1m47s + 4250K .......... .......... .......... .......... .......... 7% 527K 1m47s + 4300K .......... .......... .......... .......... .......... 7% 536K 1m47s + 4350K .......... .......... .......... .......... .......... 7% 402K 1m47s + 4400K .......... .......... .......... .......... .......... 7% 578K 1m47s + 4450K .......... .......... .......... .......... .......... 7% 525K 1m47s + 4500K .......... .......... .......... .......... .......... 7% 558K 1m46s + 4550K .......... .......... .......... .......... .......... 8% 548K 1m46s + 4600K .......... .......... .......... .......... .......... 8% 560K 1m46s + 4650K .......... .......... .......... .......... .......... 8% 557K 1m46s + 4700K .......... .......... .......... .......... .......... 8% 571K 1m45s + 4750K .......... .......... .......... .......... .......... 8% 426K 1m45s + 4800K .......... .......... .......... .......... .......... 8% 577K 1m45s + 4850K .......... .......... .......... .......... .......... 8% 591K 1m45s + 4900K .......... .......... .......... .......... .......... 8% 584K 1m45s + 4950K .......... .......... .......... .......... .......... 8% 575K 1m44s + 5000K .......... .......... .......... .......... .......... 8% 623K 1m44s + 5050K .......... .......... .......... .......... .......... 8% 592K 1m44s + 5100K .......... .......... .......... .......... .......... 9% 611K 1m44s + 5150K .......... .......... .......... .......... .......... 9% 442K 1m44s + 5200K .......... .......... .......... .......... .......... 9% 283K 1m44s + 5250K .......... .......... .......... .......... .......... 9% 332M 1m43s + 5300K .......... .......... .......... .......... .......... 9% 361K 1m43s + 5350K .......... .......... .......... .......... .......... 9% 438K 1m43s + 5400K .......... .......... .......... .......... .......... 9% 289K 1m44s + 5450K .......... .......... .......... .......... .......... 9% 341K 1m44s + 5500K .......... .......... .......... .......... .......... 9% 356K 1m45s + 5550K .......... .......... .......... .......... .......... 9% 253K 1m45s + 5600K .......... .......... .......... .......... .......... 9% 361K 1m46s + 5650K .......... .......... .......... .......... .......... 9% 361K 1m46s + 5700K .......... .......... .......... .......... .......... 10% 342K 1m46s + 5750K .......... .......... .......... .......... .......... 10% 375K 1m46s + 5800K .......... .......... .......... .......... .......... 10% 380K 1m46s + 5850K .......... .......... .......... .......... .......... 10% 375K 1m47s + 5900K .......... .......... .......... .......... .......... 10% 385K 1m47s + 5950K .......... .......... .......... .......... .......... 10% 280K 1m47s + 6000K .......... .......... .......... .......... .......... 10% 402K 1m47s + 6050K .......... .......... .......... .......... .......... 10% 379K 1m47s + 6100K .......... .......... .......... .......... .......... 10% 420K 1m47s + 6150K .......... .......... .......... .......... .......... 10% 416K 1m47s + 6200K .......... .......... .......... .......... .......... 10% 437K 1m47s + 6250K .......... .......... .......... .......... .......... 11% 431K 1m47s + 6300K .......... .......... .......... .......... .......... 11% 443K 1m47s + 6350K .......... .......... .......... .......... .......... 11% 351K 1m48s + 6400K .......... .......... .......... .......... .......... 11% 439K 1m48s + 6450K .......... .......... .......... .......... .......... 11% 452K 1m47s + 6500K .......... .......... .......... .......... .......... 11% 468K 1m47s + 6550K .......... .......... .......... .......... .......... 11% 464K 1m47s + 6600K .......... .......... .......... .......... .......... 11% 472K 1m47s + 6650K .......... .......... .......... .......... .......... 11% 490K 1m47s + 6700K .......... .......... .......... .......... .......... 11% 480K 1m47s + 6750K .......... .......... .......... .......... .......... 11% 380K 1m47s + 6800K .......... .......... .......... .......... .......... 12% 512K 1m47s + 6850K .......... .......... .......... .......... .......... 12% 491K 1m47s + 6900K .......... .......... .......... .......... .......... 12% 520K 1m46s + 6950K .......... .......... .......... .......... .......... 12% 531K 1m46s + 7000K .......... .......... .......... .......... .......... 12% 535K 1m46s + 7050K .......... .......... .......... .......... .......... 12% 514K 1m46s + 7100K .......... .......... .......... .......... .......... 12% 536K 1m46s + 7150K .......... .......... .......... .......... .......... 12% 416K 1m46s + 7200K .......... .......... .......... .......... .......... 12% 554K 1m45s + 7250K .......... .......... .......... .......... .......... 12% 557K 1m45s + 7300K .......... .......... .......... .......... .......... 12% 542K 1m45s + 7350K .......... .......... .......... .......... .......... 12% 576K 1m45s + 7400K .......... .......... .......... .......... .......... 13% 562K 1m45s + 7450K .......... .......... .......... .......... .......... 13% 575K 1m44s + 7500K .......... .......... .......... .......... .......... 13% 605K 1m44s + 7550K .......... .......... .......... .......... .......... 13% 417K 1m44s + 7600K .......... .......... .......... .......... .......... 13% 595K 1m44s + 7650K .......... .......... .......... .......... .......... 13% 553K 1m44s + 7700K .......... .......... .......... .......... .......... 13% 254K 1m44s + 7750K .......... .......... .......... .......... .......... 13% 153M 1m43s + 7800K .......... .......... .......... .......... .......... 13% 635K 1m43s + 7850K .......... .......... .......... .......... .......... 13% 417K 1m43s + 7900K .......... .......... .......... .......... .......... 13% 442K 1m43s + 7950K .......... .......... .......... .......... .......... 14% 350K 1m43s + 8000K .......... .......... .......... .......... .......... 14% 483K 1m43s + 8050K .......... .......... .......... .......... .......... 14% 475K 1m43s + 8100K .......... .......... .......... .......... .......... 14% 497K 1m43s + 8150K .......... .......... .......... .......... .......... 14% 547K 1m43s + 8200K .......... .......... .......... .......... .......... 14% 534K 1m42s + 8250K .......... .......... .......... .......... .......... 14% 514K 1m42s + 8300K .......... .......... .......... .......... .......... 14% 537K 1m42s + 8350K .......... .......... .......... .......... .......... 14% 421K 1m42s + 8400K .......... .......... .......... .......... .......... 14% 552K 1m42s + 8450K .......... .......... .......... .......... .......... 14% 546K 1m42s + 8500K .......... .......... .......... .......... .......... 14% 577K 1m42s + 8550K .......... .......... .......... .......... .......... 15% 590K 1m41s + 8600K .......... .......... .......... .......... .......... 15% 564K 1m41s + 8650K .......... .......... .......... .......... .......... 15% 595K 1m41s + 8700K .......... .......... .......... .......... .......... 15% 242K 1m41s + 8750K .......... .......... .......... .......... .......... 15% 543K 1m41s + 8800K .......... .......... .......... .......... .......... 15% 1.55M 1m41s + 8850K .......... .......... .......... .......... .......... 15% 399K 1m41s + 8900K .......... .......... .......... .......... .......... 15% 403K 1m41s + 8950K .......... .......... .......... .......... .......... 15% 432K 1m41s + 9000K .......... .......... .......... .......... .......... 15% 443K 1m41s + 9050K .......... .......... .......... .......... .......... 15% 480K 1m41s + 9100K .......... .......... .......... .......... .......... 16% 454K 1m40s + 9150K .......... .......... .......... .......... .......... 16% 354K 1m41s + 9200K .......... .......... .......... .......... .......... 16% 476K 1m40s + 9250K .......... .......... .......... .......... .......... 16% 477K 1m40s + 9300K .......... .......... .......... .......... .......... 16% 475K 1m40s + 9350K .......... .......... .......... .......... .......... 16% 475K 1m40s + 9400K .......... .......... .......... .......... .......... 16% 494K 1m40s + 9450K .......... .......... .......... .......... .......... 16% 478K 1m40s + 9500K .......... .......... .......... .......... .......... 16% 549K 1m40s + 9550K .......... .......... .......... .......... .......... 16% 347K 1m40s + 9600K .......... .......... .......... .......... .......... 16% 479K 1m40s + 9650K .......... .......... .......... .......... .......... 16% 543K 1m40s + 9700K .......... .......... .......... .......... .......... 17% 506K 99s + 9750K .......... .......... .......... .......... .......... 17% 489K 99s + 9800K .......... .......... .......... .......... .......... 17% 514K 99s + 9850K .......... .......... .......... .......... .......... 17% 509K 99s + 9900K .......... .......... .......... .......... .......... 17% 514K 99s + 9950K .......... .......... .......... .......... .......... 17% 396K 99s + 10000K .......... .......... .......... .......... .......... 17% 555K 99s + 10050K .......... .......... .......... .......... .......... 17% 548K 98s + 10100K .......... .......... .......... .......... .......... 17% 540K 98s + 10150K .......... .......... .......... .......... .......... 17% 528K 98s + 10200K .......... .......... .......... .......... .......... 17% 568K 98s + 10250K .......... .......... .......... .......... .......... 18% 548K 98s + 10300K .......... .......... .......... .......... .......... 18% 531K 98s + 10350K .......... .......... .......... .......... .......... 18% 350K 98s + 10400K .......... .......... .......... .......... .......... 18% 598K 98s + 10450K .......... .......... .......... .......... .......... 18% 408K 98s + 10500K .......... .......... .......... .......... .......... 18% 436K 97s + 10550K .......... .......... .......... .......... .......... 18% 445K 97s + 10600K .......... .......... .......... .......... .......... 18% 454K 97s + 10650K .......... .......... .......... .......... .......... 18% 482K 97s + 10700K .......... .......... .......... .......... .......... 18% 477K 97s + 10750K .......... .......... .......... .......... .......... 18% 373K 97s + 10800K .......... .......... .......... .......... .......... 19% 528K 97s + 10850K .......... .......... .......... .......... .......... 19% 511K 97s + 10900K .......... .......... .......... .......... .......... 19% 523K 97s + 10950K .......... .......... .......... .......... .......... 19% 523K 97s + 11000K .......... .......... .......... .......... .......... 19% 580K 96s + 11050K .......... .......... .......... .......... .......... 19% 538K 96s + 11100K .......... .......... .......... .......... .......... 19% 539K 96s + 11150K .......... .......... .......... .......... .......... 19% 418K 96s + 11200K .......... .......... .......... .......... .......... 19% 564K 96s + 11250K .......... .......... .......... .......... .......... 19% 566K 96s + 11300K .......... .......... .......... .......... .......... 19% 569K 95s + 11350K .......... .......... .......... .......... .......... 19% 601K 95s + 11400K .......... .......... .......... .......... .......... 20% 550K 95s + 11450K .......... .......... .......... .......... .......... 20% 528K 95s + 11500K .......... .......... .......... .......... 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.......... 22% 542K 92s + 12850K .......... .......... .......... .......... .......... 22% 563K 92s + 12900K .......... .......... .......... .......... .......... 22% 558K 92s + 12950K .......... .......... .......... .......... .......... 22% 575K 91s + 13000K .......... .......... .......... .......... .......... 22% 551K 91s + 13050K .......... .......... .......... .......... .......... 22% 552K 91s + 13100K .......... .......... .......... .......... .......... 23% 572K 91s + 13150K .......... .......... .......... .......... .......... 23% 422K 91s + 13200K .......... .......... .......... .......... .......... 23% 545K 91s + 13250K .......... .......... .......... .......... .......... 23% 597K 91s + 13300K .......... .......... .......... .......... .......... 23% 550K 90s + 13350K .......... .......... .......... .......... .......... 23% 570K 90s + 13400K .......... .......... .......... .......... .......... 23% 537K 90s + 13450K .......... .......... .......... .......... .......... 23% 284K 90s + 13500K .......... .......... .......... .......... .......... 23% 9.64M 90s + 13550K .......... .......... .......... .......... .......... 23% 301K 90s + 13600K .......... .......... .......... .......... .......... 23% 429K 90s + 13650K .......... .......... .......... .......... .......... 24% 446K 90s + 13700K .......... .......... .......... .......... .......... 24% 475K 90s + 13750K .......... .......... .......... .......... .......... 24% 475K 90s + 13800K .......... .......... .......... .......... .......... 24% 489K 89s + 13850K .......... .......... .......... .......... .......... 24% 495K 89s + 13900K .......... .......... .......... .......... .......... 24% 504K 89s + 13950K .......... .......... .......... .......... .......... 24% 391K 89s + 14000K .......... .......... .......... .......... .......... 24% 538K 89s + 14050K .......... .......... .......... .......... .......... 24% 516K 89s + 14100K .......... .......... .......... 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.......... .......... 30% 501K 82s + 17400K .......... .......... .......... .......... .......... 30% 500K 82s + 17450K .......... .......... .......... .......... .......... 30% 533K 82s + 17500K .......... .......... .......... .......... .......... 30% 524K 81s + 17550K .......... .......... .......... .......... .......... 30% 406K 81s + 17600K .......... .......... .......... .......... .......... 30% 547K 81s + 17650K .......... .......... .......... .......... .......... 31% 565K 81s + 17700K .......... .......... .......... .......... .......... 31% 551K 81s + 17750K .......... .......... .......... .......... .......... 31% 557K 81s + 17800K .......... .......... .......... .......... .......... 31% 556K 81s + 17850K .......... .......... .......... .......... .......... 31% 570K 81s + 17900K .......... .......... .......... .......... .......... 31% 570K 81s + 17950K .......... .......... .......... .......... .......... 31% 430K 80s + 18000K .......... .......... .......... .......... .......... 31% 581K 80s + 18050K .......... .......... .......... .......... .......... 31% 580K 80s + 18100K .......... .......... .......... .......... .......... 31% 577K 80s + 18150K .......... .......... .......... .......... .......... 31% 554K 80s + 18200K .......... .......... .......... .......... .......... 31% 557K 80s + 18250K .......... .......... .......... .......... .......... 32% 580K 80s + 18300K .......... .......... .......... .......... .......... 32% 568K 79s + 18350K .......... .......... .......... .......... .......... 32% 420K 79s + 18400K .......... .......... .......... .......... .......... 32% 557K 79s + 18450K .......... .......... .......... .......... .......... 32% 558K 79s + 18500K .......... .......... .......... .......... .......... 32% 572K 79s + 18550K .......... .......... .......... .......... .......... 32% 566K 79s + 18600K .......... .......... .......... .......... .......... 32% 574K 79s + 18650K .......... .......... .......... 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.......... .......... .......... .......... .......... 55% 591K 51s + 31700K .......... .......... .......... .......... .......... 55% 587K 51s + 31750K .......... .......... .......... .......... .......... 55% 598K 51s + 31800K .......... .......... .......... .......... .......... 55% 602K 51s + 31850K .......... .......... .......... .......... .......... 55% 588K 51s + 31900K .......... .......... .......... .......... .......... 55% 611K 51s + 31950K .......... .......... .......... .......... .......... 56% 426K 51s + 32000K .......... .......... .......... .......... .......... 56% 571K 51s + 32050K .......... .......... .......... .......... .......... 56% 604K 51s + 32100K .......... .......... .......... .......... .......... 56% 607K 50s + 32150K .......... .......... .......... .......... .......... 56% 575K 50s + 32200K .......... .......... .......... .......... .......... 56% 596K 50s + 32250K .......... .......... .......... .......... .......... 56% 592K 50s + 32300K .......... .......... .......... .......... .......... 56% 563K 50s + 32350K .......... .......... .......... .......... .......... 56% 243K 50s + 32400K .......... .......... .......... .......... .......... 56% 310M 50s + 32450K .......... .......... .......... .......... .......... 56% 424K 50s + 32500K .......... .......... .......... .......... .......... 57% 432K 50s + 32550K .......... .......... .......... .......... .......... 57% 466K 49s + 32600K .......... .......... .......... .......... .......... 57% 466K 49s + 32650K .......... .......... .......... .......... .......... 57% 507K 49s + 32700K .......... .......... .......... .......... .......... 57% 487K 49s + 32750K .......... .......... .......... .......... .......... 57% 385K 49s + 32800K .......... .......... .......... .......... .......... 57% 502K 49s + 32850K .......... .......... .......... .......... .......... 57% 513K 49s + 32900K .......... .......... .......... .......... .......... 57% 523K 49s + 32950K .......... .......... .......... .......... .......... 57% 553K 49s + 33000K .......... .......... .......... .......... .......... 57% 547K 49s + 33050K .......... .......... .......... .......... .......... 58% 559K 48s + 33100K .......... .......... .......... .......... .......... 58% 572K 48s + 33150K .......... .......... .......... .......... .......... 58% 437K 48s + 33200K .......... .......... .......... .......... .......... 58% 573K 48s + 33250K .......... .......... .......... .......... .......... 58% 618K 48s + 33300K .......... .......... .......... .......... .......... 58% 546K 48s + 33350K .......... .......... .......... .......... .......... 58% 241K 48s + 33400K .......... .......... .......... .......... .......... 58% 309M 48s + 33450K .......... .......... .......... .......... .......... 58% 652K 48s + 33500K .......... .......... .......... .......... .......... 58% 424K 48s + 33550K .......... .......... .......... .......... .......... 58% 316K 47s + 33600K .......... .......... .......... .......... .......... 58% 463K 47s + 33650K .......... .......... .......... .......... .......... 59% 466K 47s + 33700K .......... .......... .......... .......... .......... 59% 474K 47s + 33750K .......... .......... .......... .......... .......... 59% 573K 47s + 33800K .......... .......... .......... .......... .......... 59% 509K 47s + 33850K .......... .......... .......... .......... .......... 59% 492K 47s + 33900K .......... .......... .......... .......... .......... 59% 537K 47s + 33950K .......... .......... .......... .......... .......... 59% 417K 47s + 34000K .......... .......... .......... .......... .......... 59% 561K 47s + 34050K .......... .......... .......... .......... .......... 59% 607K 46s + 34100K .......... .......... .......... .......... .......... 59% 535K 46s + 34150K .......... .......... .......... .......... .......... 59% 565K 46s + 34200K .......... .......... .......... .......... .......... 60% 550K 46s + 34250K .......... .......... .......... .......... .......... 60% 590K 46s + 34300K .......... .......... .......... .......... .......... 60% 569K 46s + 34350K .......... .......... .......... .......... .......... 60% 444K 46s + 34400K .......... .......... .......... .......... .......... 60% 566K 46s + 34450K .......... .......... .......... .......... .......... 60% 242K 46s + 34500K .......... .......... .......... .......... .......... 60% 616K 46s + 34550K .......... .......... .......... .......... .......... 60% 168M 45s + 34600K .......... .......... .......... .......... .......... 60% 425K 45s + 34650K .......... .......... .......... .......... .......... 60% 441K 45s + 34700K .......... .......... .......... .......... .......... 60% 446K 45s + 34750K .......... .......... .......... .......... .......... 60% 351K 45s + 34800K .......... .......... .......... .......... .......... 61% 488K 45s + 34850K .......... .......... .......... .......... .......... 61% 511K 45s + 34900K .......... .......... .......... .......... .......... 61% 527K 45s + 34950K .......... .......... .......... .......... .......... 61% 498K 45s + 35000K .......... .......... .......... .......... .......... 61% 500K 44s + 35050K .......... .......... .......... .......... .......... 61% 536K 44s + 35100K .......... .......... .......... .......... .......... 61% 551K 44s + 35150K .......... .......... .......... .......... .......... 61% 424K 44s + 35200K .......... .......... .......... .......... .......... 61% 513K 44s + 35250K .......... .......... .......... .......... .......... 61% 237K 44s + 35300K .......... .......... .......... .......... .......... 61% 209M 44s + 35350K .......... .......... .......... .......... .......... 62% 637K 44s + 35400K .......... .......... .......... .......... .......... 62% 427K 44s + 35450K .......... .......... .......... .......... .......... 62% 425K 44s + 35500K .......... .......... .......... .......... .......... 62% 418K 44s + 35550K .......... .......... .......... .......... .......... 62% 332K 43s + 35600K .......... .......... .......... .......... .......... 62% 451K 43s + 35650K .......... .......... .......... .......... .......... 62% 474K 43s + 35700K .......... .......... .......... .......... .......... 62% 464K 43s + 35750K .......... .......... .......... .......... .......... 62% 470K 43s + 35800K .......... .......... .......... .......... .......... 62% 473K 43s + 35850K .......... .......... .......... .......... .......... 62% 487K 43s + 35900K .......... .......... .......... .......... .......... 62% 475K 43s + 35950K .......... .......... .......... .......... .......... 63% 371K 43s + 36000K .......... .......... .......... .......... .......... 63% 500K 43s + 36050K .......... .......... .......... .......... .......... 63% 492K 42s + 36100K .......... .......... .......... .......... .......... 63% 491K 42s + 36150K .......... .......... .......... .......... .......... 63% 481K 42s + 36200K .......... .......... .......... .......... .......... 63% 483K 42s + 36250K .......... .......... .......... .......... .......... 63% 513K 42s + 36300K .......... .......... .......... .......... .......... 63% 501K 42s + 36350K .......... .......... .......... .......... .......... 63% 395K 42s + 36400K .......... .......... .......... .......... .......... 63% 528K 42s + 36450K .......... .......... .......... .......... .......... 63% 534K 42s + 36500K .......... .......... .......... .......... .......... 64% 526K 42s + 36550K .......... .......... .......... .......... .......... 64% 519K 41s + 36600K .......... .......... .......... .......... .......... 64% 582K 41s + 36650K .......... .......... .......... .......... .......... 64% 560K 41s + 36700K .......... .......... .......... .......... .......... 64% 522K 41s + 36750K .......... .......... .......... .......... .......... 64% 425K 41s + 36800K .......... .......... .......... .......... .......... 64% 568K 41s + 36850K .......... .......... .......... .......... .......... 64% 580K 41s + 36900K .......... .......... .......... .......... .......... 64% 572K 41s + 36950K .......... .......... .......... .......... .......... 64% 573K 41s + 37000K .......... .......... .......... .......... .......... 64% 582K 40s + 37050K .......... .......... .......... .......... .......... 65% 592K 40s + 37100K .......... .......... .......... .......... .......... 65% 608K 40s + 37150K .......... .......... .......... .......... .......... 65% 455K 40s + 37200K .......... .......... .......... .......... .......... 65% 568K 40s + 37250K .......... .......... .......... .......... .......... 65% 587K 40s + 37300K .......... .......... .......... .......... .......... 65% 604K 40s + 37350K .......... .......... .......... .......... .......... 65% 605K 40s + 37400K .......... .......... .......... .......... .......... 65% 547K 40s + 37450K .......... .......... .......... .......... .......... 65% 338K 40s + 37500K .......... .......... .......... .......... .......... 65% 2.02M 39s + 37550K .......... .......... .......... .......... .......... 65% 333K 39s + 37600K .......... .......... .......... .......... .......... 65% 466K 39s + 37650K .......... .......... .......... .......... .......... 66% 493K 39s + 37700K .......... .......... .......... .......... .......... 66% 507K 39s + 37750K .......... .......... .......... .......... .......... 66% 500K 39s + 37800K .......... .......... .......... .......... .......... 66% 521K 39s + 37850K .......... .......... .......... .......... .......... 66% 548K 39s + 37900K .......... .......... .......... .......... .......... 66% 539K 39s + 37950K .......... .......... .......... .......... .......... 66% 405K 39s + 38000K .......... .......... .......... .......... .......... 66% 564K 38s + 38050K .......... .......... .......... .......... .......... 66% 580K 38s + 38100K .......... .......... .......... .......... .......... 66% 550K 38s + 38150K .......... .......... .......... .......... .......... 66% 589K 38s + 38200K .......... .......... .......... .......... .......... 67% 540K 38s + 38250K .......... .......... .......... .......... .......... 67% 303K 38s + 38300K .......... .......... .......... .......... .......... 67% 856K 38s + 38350K .......... .......... .......... .......... .......... 67% 406K 38s + 38400K .......... .......... .......... .......... .......... 67% 431K 38s + 38450K .......... .......... .......... .......... .......... 67% 434K 38s + 38500K .......... .......... .......... .......... .......... 67% 447K 37s + 38550K .......... .......... .......... .......... .......... 67% 453K 37s + 38600K .......... .......... .......... .......... .......... 67% 492K 37s + 38650K .......... .......... .......... .......... .......... 67% 475K 37s + 38700K .......... .......... .......... .......... .......... 67% 467K 37s + 38750K .......... .......... .......... .......... .......... 67% 372K 37s + 38800K .......... .......... .......... .......... .......... 68% 475K 37s + 38850K .......... .......... .......... .......... .......... 68% 487K 37s + 38900K .......... .......... .......... .......... .......... 68% 492K 37s + 38950K .......... .......... .......... .......... .......... 68% 501K 37s + 39000K .......... .......... .......... .......... .......... 68% 502K 36s + 39050K .......... .......... .......... .......... .......... 68% 499K 36s + 39100K .......... .......... .......... .......... .......... 68% 521K 36s + 39150K .......... .......... .......... .......... .......... 68% 363K 36s + 39200K .......... .......... .......... .......... .......... 68% 531K 36s + 39250K .......... .......... .......... .......... .......... 68% 526K 36s + 39300K .......... .......... .......... .......... .......... 68% 505K 36s + 39350K .......... .......... .......... .......... .......... 69% 529K 36s + 39400K .......... .......... .......... .......... .......... 69% 510K 36s + 39450K .......... .......... .......... .......... .......... 69% 561K 36s + 39500K .......... .......... .......... .......... .......... 69% 525K 35s + 39550K .......... .......... .......... .......... .......... 69% 426K 35s + 39600K .......... .......... .......... .......... .......... 69% 550K 35s + 39650K .......... .......... .......... .......... .......... 69% 553K 35s + 39700K .......... .......... .......... .......... .......... 69% 560K 35s + 39750K .......... .......... .......... .......... .......... 69% 566K 35s + 39800K .......... .......... .......... .......... .......... 69% 543K 35s + 39850K .......... .......... .......... .......... .......... 69% 571K 35s + 39900K .......... .......... .......... .......... .......... 70% 399K 35s + 39950K .......... .......... .......... .......... .......... 70% 457K 35s + 40000K .......... .......... .......... .......... .......... 70% 424K 34s + 40050K .......... .......... .......... .......... .......... 70% 442K 34s + 40100K .......... .......... .......... .......... .......... 70% 456K 34s + 40150K .......... .......... .......... .......... .......... 70% 463K 34s + 40200K .......... .......... .......... .......... .......... 70% 506K 34s + 40250K .......... .......... .......... .......... .......... 70% 485K 34s + 40300K .......... .......... .......... .......... .......... 70% 488K 34s + 40350K .......... .......... .......... .......... .......... 70% 378K 34s + 40400K .......... .......... .......... .......... .......... 70% 525K 34s + 40450K .......... .......... .......... .......... .......... 70% 535K 34s + 40500K .......... .......... .......... .......... .......... 71% 533K 33s + 40550K .......... .......... .......... .......... .......... 71% 538K 33s + 40600K .......... .......... .......... .......... .......... 71% 571K 33s + 40650K .......... .......... .......... .......... .......... 71% 584K 33s + 40700K .......... .......... .......... .......... .......... 71% 546K 33s + 40750K .......... .......... .......... .......... .......... 71% 434K 33s + 40800K .......... .......... .......... .......... .......... 71% 538K 33s + 40850K .......... .......... .......... .......... .......... 71% 264K 33s + 40900K .......... .......... .......... .......... .......... 71% 34.3M 33s + 40950K .......... .......... .......... .......... .......... 71% 484K 32s + 41000K .......... .......... .......... .......... .......... 71% 416K 32s + 41050K .......... .......... .......... .......... .......... 72% 432K 32s + 41100K .......... .......... .......... .......... .......... 72% 465K 32s + 41150K .......... .......... .......... .......... .......... 72% 367K 32s + 41200K .......... .......... .......... .......... .......... 72% 467K 32s + 41250K .......... .......... .......... .......... .......... 72% 489K 32s + 41300K .......... .......... .......... .......... .......... 72% 497K 32s + 41350K .......... .......... .......... .......... .......... 72% 559K 32s + 41400K .......... .......... .......... .......... .......... 72% 513K 32s + 41450K .......... .......... .......... .......... .......... 72% 528K 32s + 41500K .......... .......... .......... .......... .......... 72% 541K 31s + 41550K .......... .......... .......... .......... .......... 72% 424K 31s + 41600K .......... .......... .......... .......... .......... 72% 559K 31s + 41650K .......... .......... .......... .......... .......... 73% 555K 31s + 41700K .......... .......... .......... .......... .......... 73% 554K 31s + 41750K .......... .......... .......... .......... .......... 73% 571K 31s + 41800K .......... .......... .......... .......... .......... 73% 590K 31s + 41850K .......... .......... .......... .......... .......... 73% 575K 31s + 41900K .......... .......... .......... .......... .......... 73% 569K 31s + 41950K .......... .......... .......... .......... .......... 73% 427K 30s + 42000K .......... .......... .......... .......... .......... 73% 603K 30s + 42050K .......... .......... .......... .......... .......... 73% 571K 30s + 42100K .......... .......... .......... .......... .......... 73% 575K 30s + 42150K .......... .......... .......... .......... .......... 73% 252K 30s + 42200K .......... .......... .......... .......... .......... 74% 1020K 30s + 42250K .......... .......... .......... .......... .......... 74% 963K 30s + 42300K .......... .......... .......... .......... .......... 74% 399K 30s + 42350K .......... .......... .......... .......... .......... 74% 205K 30s + 42400K .......... .......... .......... .......... .......... 74% 1.42M 30s + 42450K .......... .......... .......... .......... .......... 74% 304K 29s + 42500K .......... .......... .......... .......... .......... 74% 335K 29s + 42550K .......... .......... .......... .......... .......... 74% 351K 29s + 42600K .......... .......... .......... .......... .......... 74% 328K 29s + 42650K .......... .......... .......... .......... .......... 74% 367K 29s + 42700K .......... .......... .......... .......... .......... 74% 363K 29s + 42750K .......... .......... .......... .......... .......... 74% 278K 29s + 42800K .......... .......... .......... .......... .......... 75% 376K 29s + 42850K .......... .......... .......... .......... .......... 75% 388K 29s + 42900K .......... .......... .......... .......... .......... 75% 385K 29s + 42950K .......... .......... .......... .......... .......... 75% 403K 29s + 43000K .......... .......... .......... .......... .......... 75% 385K 29s + 43050K .......... .......... .......... .......... .......... 75% 402K 28s + 43100K .......... .......... .......... .......... .......... 75% 409K 28s + 43150K .......... .......... .......... .......... .......... 75% 300K 28s + 43200K .......... .......... .......... .......... .......... 75% 423K 28s + 43250K .......... .......... .......... .......... .......... 75% 433K 28s + 43300K .......... .......... .......... .......... .......... 75% 434K 28s + 43350K .......... .......... .......... .......... .......... 76% 452K 28s + 43400K .......... .......... .......... .......... .......... 76% 451K 28s + 43450K .......... .......... .......... .......... .......... 76% 466K 28s + 43500K .......... .......... .......... .......... .......... 76% 457K 28s + 43550K .......... .......... .......... .......... .......... 76% 362K 27s + 43600K .......... .......... .......... .......... .......... 76% 472K 27s + 43650K .......... .......... .......... .......... .......... 76% 476K 27s + 43700K .......... .......... .......... .......... .......... 76% 498K 27s + 43750K .......... .......... .......... .......... .......... 76% 497K 27s + 43800K .......... .......... .......... .......... .......... 76% 498K 27s + 43850K .......... .......... .......... .......... .......... 76% 527K 27s + 43900K .......... .......... .......... .......... .......... 77% 499K 27s + 43950K .......... .......... .......... .......... .......... 77% 388K 27s + 44000K .......... .......... .......... .......... .......... 77% 532K 27s + 44050K .......... .......... .......... .......... .......... 77% 516K 26s + 44100K .......... .......... .......... .......... .......... 77% 550K 26s + 44150K .......... .......... .......... .......... .......... 77% 525K 26s + 44200K .......... .......... .......... .......... .......... 77% 542K 26s + 44250K .......... .......... .......... .......... .......... 77% 542K 26s + 44300K .......... .......... .......... .......... .......... 77% 578K 26s + 44350K .......... .......... .......... .......... .......... 77% 412K 26s + 44400K .......... .......... .......... .......... .......... 77% 556K 26s + 44450K .......... .......... .......... .......... .......... 77% 572K 26s + 44500K .......... .......... .......... .......... .......... 78% 590K 26s + 44550K .......... .......... .......... .......... .......... 78% 572K 25s + 44600K .......... .......... .......... .......... .......... 78% 602K 25s + 44650K .......... .......... .......... .......... .......... 78% 578K 25s + 44700K .......... .......... .......... .......... .......... 78% 598K 25s + 44750K .......... .......... .......... .......... .......... 78% 449K 25s + 44800K .......... .......... .......... .......... .......... 78% 558K 25s + 44850K .......... .......... .......... .......... .......... 78% 588K 25s + 44900K .......... .......... .......... .......... .......... 78% 285K 25s + 44950K .......... .......... .......... .......... .......... 78% 159M 25s + 45000K .......... .......... .......... .......... .......... 78% 450K 24s + 45050K .......... .......... .......... .......... .......... 79% 443K 24s + 45100K .......... .......... .......... .......... .......... 79% 499K 24s + 45150K .......... .......... .......... .......... .......... 79% 370K 24s + 45200K .......... .......... .......... .......... .......... 79% 503K 24s + 45250K .......... .......... .......... .......... .......... 79% 240K 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.......... 0% 445K 4m8s + 900K .......... .......... .......... .......... .......... 0% 460K 4m6s + 950K .......... .......... .......... .......... .......... 0% 449K 4m5s + 1000K .......... .......... .......... .......... .......... 1% 456K 4m4s + 1050K .......... .......... .......... .......... .......... 1% 468K 4m2s + 1100K .......... .......... .......... .......... .......... 1% 486K 4m0s + 1150K .......... .......... .......... .......... .......... 1% 373K 4m1s + 1200K .......... .......... .......... .......... .......... 1% 494K 4m0s + 1250K .......... .......... .......... .......... .......... 1% 508K 3m58s + 1300K .......... .......... .......... .......... .......... 1% 516K 3m56s + 1350K .......... .......... .......... .......... .......... 1% 519K 3m55s + 1400K .......... .......... .......... .......... .......... 1% 519K 3m53s + 1450K .......... .......... .......... .......... .......... 1% 551K 3m51s + 1500K .......... .......... .......... .......... 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.......... 2% 328K 3m38s + 2200K .......... .......... .......... .......... .......... 2% 2.26M 3m34s + 2250K .......... .......... .......... .......... .......... 2% 426K 3m34s + 2300K .......... .......... .......... .......... .......... 2% 434K 3m35s + 2350K .......... .......... .......... .......... .......... 2% 327K 3m36s + 2400K .......... .......... .......... .......... .......... 2% 501K 3m36s + 2450K .......... .......... .......... .......... .......... 2% 331K 3m37s + 2500K .......... .......... .......... .......... .......... 2% 640K 3m36s + 2550K .......... .......... .......... .......... .......... 2% 349K 3m37s + 2600K .......... .......... .......... .......... .......... 2% 395K 3m38s + 2650K .......... .......... .......... .......... .......... 2% 384K 3m38s + 2700K .......... .......... .......... .......... .......... 2% 402K 3m39s + 2750K .......... .......... .......... .......... .......... 2% 311K 3m40s + 2800K .......... .......... .......... .......... .......... 2% 394K 3m41s + 2850K .......... .......... .......... .......... .......... 2% 413K 3m41s + 2900K .......... .......... .......... .......... .......... 2% 422K 3m41s + 2950K .......... .......... .......... .......... .......... 2% 427K 3m41s + 3000K .......... .......... .......... .......... .......... 3% 435K 3m41s + 3050K .......... .......... .......... .......... .......... 3% 427K 3m41s + 3100K .......... .......... .......... .......... .......... 3% 433K 3m41s + 3150K .......... .......... .......... .......... .......... 3% 331K 3m42s + 3200K .......... .......... .......... .......... .......... 3% 435K 3m42s + 3250K .......... .......... .......... .......... .......... 3% 454K 3m42s + 3300K .......... .......... .......... .......... .......... 3% 455K 3m41s + 3350K .......... .......... .......... .......... .......... 3% 450K 3m41s + 3400K .......... .......... .......... .......... .......... 3% 466K 3m41s + 3450K .......... .......... .......... .......... .......... 3% 460K 3m41s + 3500K .......... .......... .......... .......... .......... 3% 473K 3m40s + 3550K .......... .......... .......... .......... .......... 3% 385K 3m41s + 3600K .......... .......... .......... .......... .......... 3% 457K 3m41s + 3650K .......... .......... .......... .......... .......... 3% 488K 3m40s + 3700K .......... .......... .......... .......... .......... 3% 498K 3m40s + 3750K .......... .......... .......... .......... .......... 3% 523K 3m39s + 3800K .......... .......... .......... .......... .......... 3% 517K 3m39s + 3850K .......... .......... .......... .......... .......... 3% 524K 3m38s + 3900K .......... .......... .......... .......... .......... 3% 514K 3m38s + 3950K .......... .......... .......... .......... .......... 3% 391K 3m38s + 4000K .......... .......... .......... .......... .......... 4% 529K 3m37s + 4050K .......... .......... .......... .......... .......... 4% 574K 3m37s + 4100K .......... .......... .......... .......... .......... 4% 551K 3m36s + 4150K .......... .......... .......... .......... .......... 4% 539K 3m36s + 4200K .......... .......... .......... .......... .......... 4% 589K 3m35s + 4250K .......... .......... .......... .......... .......... 4% 542K 3m34s + 4300K .......... .......... .......... .......... .......... 4% 552K 3m34s + 4350K .......... .......... .......... .......... .......... 4% 446K 3m34s + 4400K .......... .......... .......... .......... .......... 4% 567K 3m33s + 4450K .......... .......... .......... .......... .......... 4% 580K 3m32s + 4500K .......... .......... .......... .......... .......... 4% 583K 3m32s + 4550K .......... .......... .......... .......... .......... 4% 572K 3m31s + 4600K .......... .......... .......... .......... .......... 4% 611K 3m31s + 4650K .......... .......... .......... .......... .......... 4% 577K 3m30s + 4700K .......... .......... .......... .......... .......... 4% 573K 3m29s + 4750K .......... .......... .......... .......... .......... 4% 235K 3m31s + 4800K .......... .......... .......... .......... .......... 4% 822K 3m30s + 4850K .......... .......... .......... .......... .......... 4% 983K 3m29s + 4900K .......... .......... .......... .......... .......... 4% 436K 3m29s + 4950K .......... .......... .......... .......... .......... 4% 453K 3m29s + 5000K .......... .......... .......... .......... .......... 4% 466K 3m29s + 5050K .......... .......... .......... .......... .......... 5% 476K 3m29s + 5100K .......... .......... .......... .......... .......... 5% 249K 3m30s + 5150K .......... .......... .......... .......... .......... 5% 1.02M 3m29s + 5200K .......... .......... .......... .......... .......... 5% 323K 3m30s + 5250K .......... .......... .......... .......... .......... 5% 382K 3m30s + 5300K .......... .......... .......... .......... .......... 5% 408K 3m30s + 5350K .......... .......... .......... .......... .......... 5% 404K 3m30s + 5400K .......... .......... .......... .......... .......... 5% 413K 3m30s + 5450K .......... .......... .......... .......... .......... 5% 423K 3m30s + 5500K .......... .......... .......... .......... .......... 5% 406K 3m31s + 5550K .......... .......... .......... .......... .......... 5% 293K 3m31s + 5600K .......... .......... .......... .......... .......... 5% 407K 3m32s + 5650K .......... .......... .......... .......... .......... 5% 433K 3m32s + 5700K .......... .......... .......... .......... .......... 5% 420K 3m32s + 5750K .......... .......... .......... .......... .......... 5% 434K 3m32s + 5800K .......... .......... .......... .......... .......... 5% 430K 3m31s + 5850K .......... .......... .......... .......... .......... 5% 443K 3m31s + 5900K .......... .......... .......... .......... .......... 5% 455K 3m31s + 5950K .......... .......... .......... .......... .......... 5% 351K 3m32s + 6000K .......... .......... .......... .......... .......... 5% 450K 3m32s + 6050K .......... .......... .......... .......... .......... 6% 454K 3m31s + 6100K .......... .......... .......... .......... .......... 6% 469K 3m31s + 6150K .......... .......... .......... .......... .......... 6% 471K 3m31s + 6200K .......... .......... .......... .......... .......... 6% 484K 3m31s + 6250K .......... .......... .......... .......... .......... 6% 475K 3m31s + 6300K .......... .......... .......... .......... .......... 6% 569K 3m30s + 6350K .......... .......... .......... .......... .......... 6% 337K 3m31s + 6400K .......... .......... .......... .......... .......... 6% 506K 3m30s + 6450K .......... .......... .......... .......... .......... 6% 560K 3m30s + 6500K .......... .......... .......... .......... .......... 6% 506K 3m30s + 6550K .......... .......... .......... .......... .......... 6% 539K 3m29s + 6600K .......... .......... .......... .......... .......... 6% 510K 3m29s + 6650K .......... .......... .......... .......... .......... 6% 538K 3m29s + 6700K .......... .......... .......... .......... .......... 6% 552K 3m28s + 6750K .......... .......... .......... .......... .......... 6% 415K 3m28s + 6800K .......... .......... .......... .......... .......... 6% 556K 3m28s + 6850K .......... .......... .......... .......... .......... 6% 553K 3m27s + 6900K .......... .......... .......... .......... .......... 6% 556K 3m27s + 6950K .......... .......... .......... .......... .......... 6% 580K 3m27s + 7000K .......... .......... .......... .......... .......... 6% 583K 3m26s + 7050K .......... .......... .......... .......... .......... 7% 578K 3m26s + 7100K .......... .......... .......... .......... .......... 7% 573K 3m25s + 7150K .......... .......... .......... .......... .......... 7% 419K 3m25s + 7200K .......... .......... .......... .......... .......... 7% 265K 3m26s + 7250K .......... .......... .......... .......... .......... 7% 279M 3m25s + 7300K .......... .......... .......... .......... .......... 7% 484K 3m25s + 7350K .......... .......... .......... .......... .......... 7% 423K 3m25s + 7400K .......... .......... .......... .......... .......... 7% 455K 3m25s + 7450K .......... .......... .......... .......... .......... 7% 483K 3m24s + 7500K .......... .......... .......... .......... .......... 7% 474K 3m24s + 7550K .......... .......... .......... .......... .......... 7% 354K 3m24s + 7600K .......... .......... .......... .......... .......... 7% 520K 3m24s + 7650K .......... .......... .......... .......... .......... 7% 516K 3m24s + 7700K .......... .......... .......... .......... .......... 7% 548K 3m24s + 7750K .......... .......... .......... .......... .......... 7% 527K 3m23s + 7800K .......... .......... .......... .......... .......... 7% 542K 3m23s + 7850K .......... .......... .......... .......... .......... 7% 539K 3m23s + 7900K .......... .......... .......... .......... .......... 7% 583K 3m22s + 7950K .......... .......... .......... .......... .......... 7% 425K 3m22s + 8000K .......... .......... .......... .......... .......... 7% 544K 3m22s + 8050K .......... .......... .......... .......... .......... 8% 585K 3m22s + 8100K .......... .......... .......... .......... .......... 8% 556K 3m21s + 8150K .......... .......... .......... .......... .......... 8% 603K 3m21s + 8200K .......... .......... .......... .......... .......... 8% 565K 3m21s + 8250K .......... .......... .......... .......... .......... 8% 552K 3m20s + 8300K .......... .......... .......... .......... .......... 8% 641K 3m20s + 8350K .......... .......... .......... .......... .......... 8% 432K 3m20s + 8400K .......... .......... .......... .......... .......... 8% 622K 3m19s + 8450K .......... .......... .......... .......... .......... 8% 574K 3m19s + 8500K .......... .......... .......... .......... .......... 8% 555K 3m19s + 8550K .......... .......... .......... .......... .......... 8% 626K 3m18s + 8600K .......... .......... .......... .......... .......... 8% 576K 3m18s + 8650K .......... .......... .......... .......... .......... 8% 599K 3m18s + 8700K .......... .......... .......... .......... .......... 8% 598K 3m17s + 8750K .......... .......... .......... .......... .......... 8% 453K 3m17s + 8800K .......... .......... .......... .......... .......... 8% 588K 3m17s + 8850K .......... .......... .......... .......... .......... 8% 599K 3m17s + 8900K .......... .......... .......... .......... .......... 8% 622K 3m16s + 8950K .......... .......... .......... .......... .......... 8% 607K 3m16s + 9000K .......... .......... .......... .......... .......... 8% 580K 3m16s + 9050K .......... .......... .......... .......... .......... 9% 564K 3m15s + 9100K .......... .......... .......... .......... .......... 9% 276K 3m16s + 9150K .......... .......... .......... .......... .......... 9% 2.10M 3m15s + 9200K .......... .......... .......... .......... .......... 9% 405K 3m15s + 9250K .......... .......... .......... .......... .......... 9% 435K 3m15s + 9300K .......... .......... .......... .......... .......... 9% 478K 3m15s + 9350K .......... .......... .......... .......... .......... 9% 468K 3m15s + 9400K .......... .......... .......... .......... .......... 9% 475K 3m15s + 9450K .......... .......... .......... .......... .......... 9% 506K 3m15s + 9500K .......... .......... .......... .......... .......... 9% 518K 3m14s + 9550K .......... .......... .......... .......... .......... 9% 391K 3m14s + 9600K .......... .......... .......... .......... .......... 9% 513K 3m14s + 9650K .......... .......... .......... .......... .......... 9% 543K 3m14s + 9700K .......... .......... .......... .......... .......... 9% 577K 3m14s + 9750K .......... .......... .......... .......... .......... 9% 528K 3m13s + 9800K .......... .......... .......... .......... .......... 9% 560K 3m13s + 9850K .......... .......... .......... .......... .......... 9% 552K 3m13s + 9900K .......... .......... .......... .......... .......... 9% 565K 3m13s + 9950K .......... .......... .......... .......... .......... 9% 427K 3m13s + 10000K .......... .......... .......... .......... .......... 9% 603K 3m12s + 10050K .......... .......... .......... .......... .......... 9% 592K 3m12s + 10100K .......... .......... .......... .......... .......... 10% 599K 3m12s + 10150K .......... .......... .......... .......... .......... 10% 572K 3m12s + 10200K .......... .......... .......... .......... .......... 10% 585K 3m11s + 10250K .......... .......... .......... .......... .......... 10% 589K 3m11s + 10300K .......... .......... .......... .......... .......... 10% 607K 3m11s + 10350K .......... .......... .......... .......... .......... 10% 438K 3m11s + 10400K .......... .......... .......... .......... .......... 10% 587K 3m10s + 10450K .......... .......... .......... .......... .......... 10% 597K 3m10s + 10500K .......... .......... .......... .......... .......... 10% 601K 3m10s + 10550K .......... .......... .......... .......... .......... 10% 602K 3m9s + 10600K .......... .......... .......... .......... .......... 10% 593K 3m9s + 10650K .......... .......... .......... .......... .......... 10% 627K 3m9s + 10700K .......... .......... .......... .......... .......... 10% 578K 3m9s + 10750K .......... .......... .......... .......... .......... 10% 463K 3m9s + 10800K .......... .......... .......... .......... .......... 10% 589K 3m8s + 10850K .......... .......... .......... .......... .......... 10% 564K 3m8s + 10900K .......... .......... .......... .......... .......... 10% 602K 3m8s + 10950K .......... .......... .......... .......... .......... 10% 586K 3m8s + 11000K .......... .......... .......... .......... .......... 10% 593K 3m7s + 11050K .......... .......... .......... .......... .......... 10% 587K 3m7s + 11100K .......... .......... .......... .......... .......... 11% 571K 3m7s + 11150K .......... .......... .......... .......... .......... 11% 468K 3m7s + 11200K .......... .......... .......... .......... .......... 11% 576K 3m6s + 11250K .......... .......... .......... .......... .......... 11% 615K 3m6s + 11300K .......... .......... .......... .......... .......... 11% 637K 3m6s + 11350K .......... .......... .......... .......... .......... 11% 597K 3m6s + 11400K .......... .......... .......... .......... .......... 11% 343K 3m6s + 11450K .......... .......... .......... .......... .......... 11% 2.01M 3m5s + 11500K .......... .......... .......... .......... .......... 11% 440K 3m5s + 11550K .......... .......... .......... .......... .......... 11% 335K 3m5s + 11600K .......... .......... .......... .......... .......... 11% 501K 3m5s + 11650K .......... .......... .......... .......... .......... 11% 488K 3m5s + 11700K .......... .......... .......... .......... .......... 11% 507K 3m5s + 11750K .......... .......... .......... .......... .......... 11% 517K 3m5s + 11800K .......... .......... .......... .......... .......... 11% 578K 3m5s + 11850K .......... .......... .......... .......... .......... 11% 541K 3m4s + 11900K .......... .......... .......... .......... .......... 11% 517K 3m4s + 11950K .......... .......... .......... .......... .......... 11% 433K 3m4s + 12000K .......... .......... .......... .......... .......... 11% 579K 3m4s + 12050K .......... .......... .......... .......... .......... 11% 585K 3m4s + 12100K .......... .......... .......... .......... .......... 12% 578K 3m4s + 12150K .......... .......... .......... .......... .......... 12% 553K 3m3s + 12200K .......... .......... .......... .......... .......... 12% 559K 3m3s + 12250K .......... .......... .......... .......... .......... 12% 333K 3m3s + 12300K .......... .......... .......... .......... .......... 12% 363K 3m4s + 12350K .......... .......... .......... .......... .......... 12% 662K 3m3s + 12400K .......... .......... .......... .......... .......... 12% 315K 3m3s + 12450K .......... .......... .......... .......... .......... 12% 290K 3m4s + 12500K .......... .......... .......... .......... .......... 12% 333K 3m4s + 12550K .......... .......... .......... .......... .......... 12% 374K 3m4s + 12600K .......... .......... .......... .......... .......... 12% 319K 3m4s + 12650K .......... .......... .......... .......... .......... 12% 329K 3m5s + 12700K .......... .......... .......... .......... .......... 12% 353K 3m5s + 12750K .......... .......... .......... .......... .......... 12% 253K 3m5s + 12800K .......... .......... .......... .......... .......... 12% 366K 3m5s + 12850K .......... .......... .......... .......... .......... 12% 386K 3m6s + 12900K .......... .......... .......... .......... .......... 12% 380K 3m6s + 12950K .......... .......... .......... .......... .......... 12% 340K 3m6s + 13000K .......... .......... .......... .......... .......... 12% 356K 3m6s + 13050K .......... .......... .......... .......... .......... 12% 390K 3m6s + 13100K .......... .......... .......... .......... .......... 13% 410K 3m6s + 13150K .......... .......... .......... .......... .......... 13% 332K 3m6s + 13200K .......... .......... .......... .......... .......... 13% 414K 3m6s + 13250K .......... .......... .......... .......... .......... 13% 434K 3m6s + 13300K .......... .......... .......... .......... .......... 13% 410K 3m6s + 13350K .......... .......... .......... .......... .......... 13% 443K 3m6s + 13400K .......... .......... .......... .......... .......... 13% 435K 3m6s + 13450K .......... .......... .......... .......... .......... 13% 444K 3m6s + 13500K .......... .......... .......... .......... .......... 13% 465K 3m6s + 13550K .......... .......... .......... .......... .......... 13% 340K 3m6s + 13600K .......... .......... .......... .......... .......... 13% 467K 3m6s + 13650K .......... .......... .......... .......... .......... 13% 472K 3m6s + 13700K .......... .......... .......... .......... .......... 13% 509K 3m6s + 13750K .......... .......... .......... .......... .......... 13% 471K 3m6s + 13800K .......... .......... .......... .......... .......... 13% 478K 3m5s + 13850K .......... .......... .......... .......... .......... 13% 503K 3m5s + 13900K .......... .......... .......... .......... .......... 13% 541K 3m5s + 13950K .......... .......... .......... .......... .......... 13% 377K 3m5s + 14000K .......... .......... .......... .......... .......... 13% 512K 3m5s + 14050K .......... .......... .......... .......... .......... 13% 552K 3m5s + 14100K .......... .......... .......... .......... .......... 14% 511K 3m5s + 14150K .......... .......... .......... .......... .......... 14% 521K 3m4s + 14200K .......... .......... .......... .......... .......... 14% 541K 3m4s + 14250K .......... .......... .......... .......... .......... 14% 540K 3m4s + 14300K .......... .......... .......... .......... .......... 14% 604K 3m4s + 14350K .......... .......... .......... .......... .......... 14% 415K 3m4s + 14400K .......... .......... .......... .......... .......... 14% 540K 3m4s + 14450K .......... .......... .......... .......... .......... 14% 549K 3m3s + 14500K .......... .......... .......... .......... .......... 14% 580K 3m3s + 14550K .......... .......... .......... .......... .......... 14% 567K 3m3s + 14600K .......... .......... .......... .......... .......... 14% 580K 3m3s + 14650K .......... .......... .......... .......... .......... 14% 593K 3m3s + 14700K .......... .......... .......... .......... .......... 14% 569K 3m2s + 14750K .......... .......... .......... .......... .......... 14% 448K 3m2s + 14800K .......... .......... .......... .......... .......... 14% 590K 3m2s + 14850K .......... .......... .......... .......... .......... 14% 585K 3m2s + 14900K .......... .......... .......... .......... .......... 14% 620K 3m2s + 14950K .......... .......... .......... .......... .......... 14% 615K 3m1s + 15000K .......... .......... .......... .......... .......... 14% 641K 3m1s + 15050K .......... .......... .......... .......... .......... 14% 582K 3m1s + 15100K .......... .......... .......... .......... .......... 14% 569K 3m1s + 15150K .......... .......... .......... .......... .......... 15% 246K 3m1s + 15200K .......... .......... .......... .......... .......... 15% 504K 3m1s + 15250K .......... .......... .......... .......... .......... 15% 175M 3m0s + 15300K .......... .......... .......... .......... .......... 15% 572K 3m0s + 15350K .......... .......... .......... .......... .......... 15% 503K 3m0s + 15400K .......... .......... .......... .......... .......... 15% 512K 3m0s + 15450K .......... .......... .......... .......... .......... 15% 521K 3m0s + 15500K .......... .......... .......... .......... .......... 15% 543K 2m59s + 15550K .......... .......... .......... .......... .......... 15% 420K 2m59s + 15600K .......... .......... .......... .......... .......... 15% 573K 2m59s + 15650K .......... .......... .......... .......... .......... 15% 580K 2m59s + 15700K .......... .......... .......... .......... .......... 15% 579K 2m59s + 15750K .......... .......... .......... .......... .......... 15% 595K 2m59s + 15800K .......... .......... .......... .......... .......... 15% 621K 2m58s + 15850K .......... .......... .......... .......... .......... 15% 609K 2m58s + 15900K .......... .......... .......... .......... .......... 15% 624K 2m58s + 15950K .......... .......... .......... .......... .......... 15% 457K 2m58s + 16000K .......... .......... .......... .......... .......... 15% 626K 2m58s + 16050K .......... .......... .......... .......... .......... 15% 572K 2m57s + 16100K .......... .......... .......... .......... .......... 15% 261K 2m58s + 16150K .......... .......... .......... .......... .......... 16% 897K 2m57s + 16200K .......... .......... .......... .......... .......... 16% 841K 2m57s + 16250K .......... .......... .......... .......... .......... 16% 415K 2m57s + 16300K .......... .......... .......... .......... .......... 16% 534K 2m57s + 16350K .......... .......... .......... .......... .......... 16% 252K 2m57s + 16400K .......... .......... .......... .......... .......... 16% 342K 2m57s + 16450K .......... .......... .......... .......... .......... 16% 359K 2m57s + 16500K .......... .......... .......... .......... .......... 16% 349K 2m57s + 16550K .......... .......... .......... .......... .......... 16% 359K 2m58s + 16600K .......... .......... .......... .......... .......... 16% 371K 2m58s + 16650K .......... .......... .......... .......... .......... 16% 393K 2m58s + 16700K .......... .......... .......... .......... .......... 16% 406K 2m58s + 16750K .......... .......... .......... .......... .......... 16% 291K 2m58s + 16800K .......... .......... .......... .......... .......... 16% 361K 2m58s + 16850K .......... .......... .......... .......... .......... 16% 395K 2m58s + 16900K .......... .......... .......... .......... .......... 16% 416K 2m58s + 16950K .......... .......... .......... .......... .......... 16% 387K 2m58s + 17000K .......... .......... .......... .......... .......... 16% 415K 2m58s + 17050K .......... .......... .......... .......... .......... 16% 434K 2m58s + 17100K .......... .......... .......... .......... .......... 16% 416K 2m58s + 17150K .......... .......... .......... .......... .......... 17% 349K 2m58s + 17200K .......... .......... .......... .......... .......... 17% 444K 2m58s + 17250K .......... .......... .......... .......... .......... 17% 454K 2m58s + 17300K .......... .......... .......... .......... .......... 17% 460K 2m58s + 17350K .......... .......... .......... .......... .......... 17% 451K 2m57s + 17400K .......... .......... .......... .......... .......... 17% 455K 2m57s + 17450K .......... .......... .......... .......... .......... 17% 468K 2m57s + 17500K .......... .......... .......... .......... .......... 17% 465K 2m57s + 17550K .......... .......... .......... .......... .......... 17% 379K 2m57s + 17600K .......... .......... .......... .......... .......... 17% 485K 2m57s + 17650K .......... .......... .......... .......... .......... 17% 488K 2m57s + 17700K .......... .......... .......... .......... .......... 17% 496K 2m57s + 17750K .......... .......... .......... .......... .......... 17% 511K 2m57s + 17800K .......... .......... .......... .......... .......... 17% 518K 2m57s + 17850K .......... .......... .......... .......... .......... 17% 526K 2m56s + 17900K .......... .......... .......... .......... .......... 17% 529K 2m56s + 17950K .......... .......... .......... .......... .......... 17% 401K 2m56s + 18000K .......... .......... .......... .......... .......... 17% 525K 2m56s + 18050K .......... .......... .......... .......... .......... 17% 552K 2m56s + 18100K .......... .......... .......... .......... .......... 17% 556K 2m56s + 18150K .......... .......... .......... .......... .......... 18% 523K 2m56s + 18200K .......... .......... .......... .......... .......... 18% 557K 2m55s + 18250K .......... .......... .......... .......... .......... 18% 555K 2m55s + 18300K .......... .......... .......... .......... .......... 18% 562K 2m55s + 18350K .......... .......... .......... .......... .......... 18% 426K 2m55s + 18400K .......... .......... .......... .......... .......... 18% 558K 2m55s + 18450K .......... .......... .......... .......... .......... 18% 573K 2m55s + 18500K .......... .......... .......... .......... .......... 18% 624K 2m54s + 18550K .......... .......... .......... .......... .......... 18% 539K 2m54s + 18600K .......... .......... .......... .......... .......... 18% 609K 2m54s + 18650K .......... .......... .......... .......... .......... 18% 611K 2m54s + 18700K .......... .......... .......... .......... .......... 18% 589K 2m54s + 18750K .......... .......... .......... .......... .......... 18% 214K 2m54s + 18800K .......... .......... .......... .......... .......... 18% 825K 2m54s + 18850K .......... .......... .......... .......... .......... 18% 2.77M 2m53s + 18900K .......... .......... .......... .......... .......... 18% 445K 2m53s + 18950K .......... .......... .......... .......... .......... 18% 472K 2m53s + 19000K .......... .......... .......... .......... .......... 18% 475K 2m53s + 19050K .......... .......... .......... .......... .......... 18% 511K 2m53s + 19100K .......... .......... .......... .......... .......... 18% 240K 2m53s + 19150K .......... .......... .......... .......... .......... 18% 1.47M 2m53s + 19200K .......... .......... .......... .......... .......... 19% 358K 2m53s + 19250K .......... .......... .......... .......... .......... 19% 377K 2m53s + 19300K .......... .......... .......... .......... .......... 19% 396K 2m53s + 19350K .......... .......... .......... .......... .......... 19% 417K 2m53s + 19400K .......... .......... .......... .......... .......... 19% 419K 2m53s + 19450K .......... .......... .......... .......... .......... 19% 414K 2m53s + 19500K .......... .......... .......... .......... .......... 19% 424K 2m53s + 19550K .......... .......... .......... .......... .......... 19% 317K 2m53s + 19600K .......... .......... .......... .......... .......... 19% 445K 2m53s + 19650K .......... .......... .......... .......... .......... 19% 444K 2m53s + 19700K .......... .......... .......... .......... .......... 19% 435K 2m52s + 19750K .......... .......... .......... .......... .......... 19% 441K 2m52s + 19800K .......... .......... .......... .......... .......... 19% 433K 2m52s + 19850K .......... .......... .......... .......... .......... 19% 443K 2m52s + 19900K .......... .......... .......... .......... .......... 19% 444K 2m52s + 19950K .......... .......... .......... .......... .......... 19% 321K 2m52s + 20000K .......... .......... .......... .......... .......... 19% 464K 2m52s + 20050K .......... .......... .......... .......... .......... 19% 487K 2m52s + 20100K .......... .......... .......... .......... .......... 19% 486K 2m52s + 20150K .......... .......... .......... .......... .......... 19% 514K 2m52s + 20200K .......... .......... .......... .......... .......... 20% 482K 2m52s + 20250K .......... .......... .......... .......... .......... 20% 487K 2m52s + 20300K .......... .......... .......... .......... .......... 20% 504K 2m51s + 20350K .......... .......... .......... .......... .......... 20% 388K 2m51s + 20400K .......... .......... .......... .......... .......... 20% 513K 2m51s + 20450K .......... .......... .......... .......... .......... 20% 516K 2m51s + 20500K .......... .......... .......... .......... .......... 20% 509K 2m51s + 20550K .......... .......... .......... .......... .......... 20% 525K 2m51s + 20600K .......... .......... .......... .......... .......... 20% 571K 2m51s + 20650K .......... .......... .......... .......... .......... 20% 543K 2m50s + 20700K .......... .......... .......... .......... .......... 20% 560K 2m50s + 20750K .......... .......... .......... .......... .......... 20% 427K 2m50s + 20800K .......... .......... .......... .......... .......... 20% 523K 2m50s + 20850K .......... .......... .......... .......... .......... 20% 582K 2m50s + 20900K .......... .......... .......... .......... .......... 20% 557K 2m50s + 20950K .......... .......... .......... .......... .......... 20% 579K 2m50s + 21000K .......... .......... .......... .......... .......... 20% 577K 2m49s + 21050K .......... .......... .......... .......... .......... 20% 587K 2m49s + 21100K .......... .......... .......... .......... .......... 20% 585K 2m49s + 21150K .......... .......... .......... .......... .......... 20% 449K 2m49s + 21200K .......... .......... .......... .......... .......... 21% 613K 2m49s + 21250K .......... .......... .......... .......... .......... 21% 565K 2m49s + 21300K .......... .......... .......... .......... .......... 21% 551K 2m48s + 21350K .......... .......... .......... .......... .......... 21% 353K 2m48s + 21400K .......... .......... .......... .......... .......... 21% 1.52M 2m48s + 21450K .......... .......... .......... .......... .......... 21% 424K 2m48s + 21500K .......... .......... .......... .......... .......... 21% 451K 2m48s + 21550K .......... .......... .......... .......... .......... 21% 364K 2m48s + 21600K .......... .......... .......... .......... .......... 21% 476K 2m48s + 21650K .......... .......... .......... .......... .......... 21% 498K 2m48s + 21700K .......... .......... .......... .......... .......... 21% 507K 2m48s + 21750K .......... .......... .......... .......... .......... 21% 551K 2m47s + 21800K .......... .......... .......... .......... .......... 21% 526K 2m47s + 21850K .......... .......... .......... .......... .......... 21% 582K 2m47s + 21900K .......... .......... .......... .......... .......... 21% 531K 2m47s + 21950K .......... .......... .......... .......... .......... 21% 418K 2m47s + 22000K .......... .......... .......... .......... .......... 21% 569K 2m47s + 22050K .......... .......... .......... .......... .......... 21% 597K 2m47s + 22100K .......... .......... .......... .......... .......... 21% 569K 2m46s + 22150K .......... .......... .......... .......... .......... 21% 589K 2m46s + 22200K .......... .......... .......... .......... .......... 22% 601K 2m46s + 22250K .......... .......... .......... .......... .......... 22% 594K 2m46s + 22300K .......... .......... .......... .......... .......... 22% 599K 2m46s + 22350K .......... .......... .......... .......... .......... 22% 446K 2m46s + 22400K .......... .......... .......... .......... .......... 22% 617K 2m45s + 22450K .......... .......... .......... .......... .......... 22% 587K 2m45s + 22500K .......... .......... .......... .......... .......... 22% 590K 2m45s + 22550K .......... .......... .......... .......... .......... 22% 331K 2m45s + 22600K .......... .......... .......... .......... .......... 22% 749K 2m45s + 22650K .......... .......... .......... .......... .......... 22% 618K 2m45s + 22700K .......... .......... .......... .......... .......... 22% 426K 2m45s + 22750K .......... .......... .......... .......... .......... 22% 345K 2m45s + 22800K .......... .......... .......... .......... .......... 22% 495K 2m44s + 22850K .......... .......... .......... .......... .......... 22% 467K 2m44s + 22900K .......... .......... .......... .......... .......... 22% 516K 2m44s + 22950K .......... .......... .......... .......... .......... 22% 557K 2m44s + 23000K .......... .......... .......... .......... .......... 22% 519K 2m44s + 23050K .......... .......... .......... .......... .......... 22% 522K 2m44s + 23100K .......... .......... .......... .......... .......... 22% 535K 2m44s + 23150K .......... .......... .......... .......... .......... 22% 424K 2m44s + 23200K .......... .......... .......... .......... .......... 23% 585K 2m43s + 23250K .......... .......... .......... .......... .......... 23% 602K 2m43s + 23300K .......... .......... .......... .......... .......... 23% 572K 2m43s + 23350K .......... .......... .......... .......... .......... 23% 569K 2m43s + 23400K .......... .......... .......... .......... .......... 23% 571K 2m43s + 23450K .......... .......... .......... .......... .......... 23% 572K 2m43s + 23500K .......... .......... .......... .......... .......... 23% 538K 2m42s + 23550K .......... .......... .......... .......... .......... 23% 246K 2m43s + 23600K .......... .......... .......... .......... .......... 23% 1.33M 2m42s + 23650K .......... .......... .......... .......... .......... 23% 426K 2m42s + 23700K .......... .......... .......... .......... .......... 23% 434K 2m42s + 23750K .......... .......... .......... .......... .......... 23% 443K 2m42s + 23800K .......... .......... .......... .......... .......... 23% 455K 2m42s + 23850K .......... .......... .......... .......... .......... 23% 452K 2m42s + 23900K .......... .......... .......... .......... .......... 23% 502K 2m42s + 23950K .......... .......... .......... .......... .......... 23% 355K 2m42s + 24000K .......... .......... .......... .......... .......... 23% 491K 2m42s + 24050K .......... .......... .......... .......... .......... 23% 514K 2m42s + 24100K .......... .......... .......... .......... .......... 23% 480K 2m42s + 24150K .......... .......... .......... .......... .......... 23% 499K 2m41s + 24200K .......... .......... .......... .......... .......... 23% 513K 2m41s + 24250K .......... .......... .......... .......... .......... 24% 488K 2m41s + 24300K .......... .......... .......... .......... .......... 24% 499K 2m41s + 24350K .......... .......... .......... .......... .......... 24% 383K 2m41s + 24400K .......... .......... .......... .......... .......... 24% 495K 2m41s + 24450K .......... .......... .......... .......... .......... 24% 512K 2m41s + 24500K .......... 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2m39s + 25150K .......... .......... .......... .......... .......... 24% 414K 2m39s + 25200K .......... .......... .......... .......... .......... 24% 582K 2m39s + 25250K .......... .......... .......... .......... .......... 25% 595K 2m39s + 25300K .......... .......... .......... .......... .......... 25% 578K 2m38s + 25350K .......... .......... .......... .......... .......... 25% 553K 2m38s + 25400K .......... .......... .......... .......... .......... 25% 351K 2m38s + 25450K .......... .......... .......... .......... .......... 25% 1.43M 2m38s + 25500K .......... .......... .......... .......... .......... 25% 434K 2m38s + 25550K .......... .......... .......... .......... .......... 25% 344K 2m38s + 25600K .......... .......... .......... .......... .......... 25% 463K 2m38s + 25650K .......... .......... .......... .......... .......... 25% 480K 2m38s + 25700K .......... .......... .......... .......... .......... 25% 514K 2m38s + 25750K .......... .......... .......... .......... .......... 25% 496K 2m37s + 25800K .......... .......... .......... .......... .......... 25% 530K 2m37s + 25850K .......... .......... .......... .......... .......... 25% 507K 2m37s + 25900K .......... .......... .......... .......... .......... 25% 542K 2m37s + 25950K .......... .......... .......... .......... .......... 25% 406K 2m37s + 26000K .......... .......... .......... .......... .......... 25% 593K 2m37s + 26050K .......... .......... .......... .......... .......... 25% 552K 2m37s + 26100K .......... .......... .......... .......... .......... 25% 574K 2m37s + 26150K .......... .......... .......... .......... .......... 25% 552K 2m36s + 26200K .......... .......... .......... .......... .......... 25% 575K 2m36s + 26250K .......... .......... .......... .......... .......... 26% 547K 2m36s + 26300K .......... .......... .......... .......... .......... 26% 371K 2m36s + 26350K .......... .......... .......... .......... .......... 26% 616K 2m36s + 26400K .......... .......... .......... .......... .......... 26% 434K 2m36s + 26450K .......... .......... .......... .......... .......... 26% 434K 2m36s + 26500K .......... .......... .......... .......... .......... 26% 444K 2m36s + 26550K .......... .......... .......... .......... .......... 26% 449K 2m36s + 26600K .......... .......... .......... .......... .......... 26% 488K 2m36s + 26650K .......... .......... .......... .......... .......... 26% 474K 2m35s + 26700K .......... .......... .......... .......... .......... 26% 483K 2m35s + 26750K .......... .......... .......... .......... .......... 26% 369K 2m35s + 26800K .......... .......... .......... .......... .......... 26% 480K 2m35s + 26850K .......... .......... .......... .......... .......... 26% 501K 2m35s + 26900K .......... .......... .......... .......... .......... 26% 491K 2m35s + 26950K .......... .......... .......... .......... .......... 26% 487K 2m35s + 27000K .......... .......... .......... .......... .......... 26% 494K 2m35s + 27050K .......... .......... .......... .......... .......... 26% 502K 2m35s + 27100K .......... .......... .......... .......... .......... 26% 513K 2m34s + 27150K .......... .......... .......... .......... .......... 26% 375K 2m34s + 27200K .......... .......... .......... .......... .......... 26% 447K 2m34s + 27250K .......... .......... .......... .......... .......... 27% 247K 2m35s + 27300K .......... .......... .......... .......... .......... 27% 3.95M 2m34s + 27350K .......... .......... .......... .......... .......... 27% 366K 2m34s + 27400K .......... .......... .......... .......... .......... 27% 376K 2m34s + 27450K .......... .......... .......... .......... .......... 27% 373K 2m34s + 27500K .......... .......... .......... .......... .......... 27% 378K 2m34s + 27550K .......... .......... .......... .......... .......... 27% 328K 2m34s + 27600K .......... .......... .......... .......... .......... 27% 436K 2m34s + 27650K .......... .......... .......... .......... .......... 27% 463K 2m34s + 27700K .......... .......... .......... .......... .......... 27% 468K 2m34s + 27750K .......... .......... .......... .......... .......... 27% 481K 2m34s + 27800K .......... .......... .......... .......... .......... 27% 472K 2m34s + 27850K .......... .......... .......... .......... .......... 27% 503K 2m33s + 27900K .......... .......... .......... .......... .......... 27% 510K 2m33s + 27950K .......... .......... .......... .......... .......... 27% 364K 2m33s + 28000K .......... .......... .......... .......... .......... 27% 500K 2m33s + 28050K .......... .......... .......... .......... .......... 27% 490K 2m33s + 28100K .......... .......... .......... .......... .......... 27% 514K 2m33s + 28150K .......... .......... .......... .......... .......... 27% 498K 2m33s + 28200K .......... .......... .......... .......... .......... 27% 518K 2m33s + 28250K .......... .......... .......... .......... .......... 28% 511K 2m33s + 28300K .......... .......... .......... .......... .......... 28% 529K 2m33s + 28350K .......... .......... .......... .......... .......... 28% 383K 2m32s + 28400K .......... .......... .......... .......... .......... 28% 512K 2m32s + 28450K .......... .......... .......... .......... .......... 28% 528K 2m32s + 28500K .......... .......... .......... .......... .......... 28% 503K 2m32s + 28550K .......... .......... .......... .......... .......... 28% 501K 2m32s + 28600K .......... .......... .......... .......... .......... 28% 552K 2m32s + 28650K .......... .......... .......... .......... .......... 28% 511K 2m32s + 28700K .......... .......... .......... .......... .......... 28% 523K 2m32s + 28750K .......... .......... .......... .......... .......... 28% 379K 2m32s + 28800K .......... .......... .......... .......... .......... 28% 522K 2m31s + 28850K .......... .......... .......... .......... .......... 28% 526K 2m31s + 28900K .......... .......... .......... .......... .......... 28% 532K 2m31s + 28950K .......... .......... .......... .......... .......... 28% 545K 2m31s + 29000K .......... .......... .......... .......... .......... 28% 535K 2m31s + 29050K .......... .......... .......... .......... .......... 28% 578K 2m31s + 29100K .......... .......... .......... .......... .......... 28% 524K 2m31s + 29150K .......... .......... .......... .......... .......... 28% 426K 2m31s + 29200K .......... .......... .......... .......... .......... 28% 569K 2m30s + 29250K .......... .......... .......... .......... .......... 28% 563K 2m30s + 29300K .......... .......... .......... .......... .......... 29% 560K 2m30s + 29350K .......... .......... .......... .......... .......... 29% 552K 2m30s + 29400K .......... .......... .......... .......... .......... 29% 564K 2m30s + 29450K .......... .......... .......... .......... .......... 29% 571K 2m30s + 29500K .......... .......... .......... .......... .......... 29% 576K 2m30s + 29550K .......... .......... .......... .......... .......... 29% 427K 2m29s + 29600K .......... .......... .......... .......... .......... 29% 269K 2m30s + 29650K .......... .......... .......... .......... .......... 29% 250M 2m29s + 29700K .......... .......... .......... .......... .......... 29% 572K 2m29s + 29750K .......... .......... .......... .......... .......... 29% 435K 2m29s + 29800K .......... .......... .......... .......... .......... 29% 462K 2m29s + 29850K .......... .......... .......... .......... .......... 29% 473K 2m29s + 29900K .......... .......... .......... .......... .......... 29% 501K 2m29s + 29950K .......... .......... .......... .......... .......... 29% 376K 2m29s + 30000K .......... .......... .......... .......... .......... 29% 561K 2m28s + 30050K .......... .......... .......... .......... .......... 29% 524K 2m28s + 30100K .......... .......... .......... .......... .......... 29% 519K 2m28s + 30150K .......... .......... .......... .......... .......... 29% 549K 2m28s + 30200K .......... .......... .......... .......... .......... 29% 549K 2m28s + 30250K .......... .......... .......... .......... .......... 29% 612K 2m28s + 30300K .......... .......... .......... .......... .......... 30% 579K 2m28s + 30350K .......... .......... .......... .......... .......... 30% 419K 2m28s + 30400K .......... .......... .......... .......... .......... 30% 583K 2m27s + 30450K .......... .......... .......... .......... .......... 30% 586K 2m27s + 30500K .......... .......... .......... .......... .......... 30% 589K 2m27s + 30550K .......... .......... .......... .......... .......... 30% 589K 2m27s + 30600K .......... .......... .......... .......... .......... 30% 272K 2m27s + 30650K .......... .......... .......... .......... .......... 30% 704K 2m27s + 30700K .......... .......... .......... .......... .......... 30% 1.19M 2m27s + 30750K .......... .......... .......... .......... .......... 30% 326K 2m27s + 30800K .......... .......... .......... .......... .......... 30% 439K 2m27s + 30850K .......... .......... .......... .......... .......... 30% 452K 2m26s + 30900K .......... .......... .......... .......... .......... 30% 449K 2m26s + 30950K .......... .......... .......... .......... .......... 30% 462K 2m26s + 31000K .......... .......... .......... .......... .......... 30% 480K 2m26s + 31050K .......... .......... .......... .......... .......... 30% 476K 2m26s + 31100K .......... .......... .......... .......... .......... 30% 480K 2m26s + 31150K .......... .......... .......... .......... .......... 30% 374K 2m26s + 31200K .......... .......... .......... .......... .......... 30% 488K 2m26s + 31250K .......... .......... .......... .......... .......... 30% 522K 2m26s + 31300K .......... .......... .......... .......... .......... 31% 516K 2m26s + 31350K .......... .......... .......... .......... .......... 31% 480K 2m25s + 31400K .......... .......... .......... .......... .......... 31% 511K 2m25s + 31450K .......... .......... .......... .......... .......... 31% 495K 2m25s + 31500K .......... .......... .......... .......... .......... 31% 514K 2m25s + 31550K .......... .......... .......... .......... .......... 31% 393K 2m25s + 31600K .......... .......... .......... .......... .......... 31% 490K 2m25s + 31650K .......... .......... .......... .......... .......... 31% 510K 2m25s + 31700K .......... .......... .......... .......... .......... 31% 555K 2m25s + 31750K .......... .......... .......... .......... .......... 31% 511K 2m25s + 31800K .......... .......... .......... .......... .......... 31% 529K 2m24s + 31850K .......... .......... .......... .......... .......... 31% 541K 2m24s + 31900K .......... .......... .......... .......... .......... 31% 538K 2m24s + 31950K .......... .......... .......... .......... .......... 31% 409K 2m24s + 32000K .......... .......... .......... .......... .......... 31% 557K 2m24s + 32050K .......... .......... .......... .......... .......... 31% 571K 2m24s + 32100K .......... .......... .......... .......... .......... 31% 573K 2m24s + 32150K .......... .......... .......... .......... .......... 31% 553K 2m24s + 32200K .......... .......... .......... .......... .......... 31% 582K 2m23s + 32250K .......... .......... .......... .......... .......... 31% 579K 2m23s + 32300K .......... .......... .......... .......... .......... 32% 598K 2m23s + 32350K .......... .......... .......... .......... .......... 32% 450K 2m23s + 32400K .......... .......... .......... .......... .......... 32% 600K 2m23s + 32450K .......... .......... .......... .......... .......... 32% 566K 2m23s + 32500K .......... .......... .......... .......... .......... 32% 591K 2m23s + 32550K .......... .......... .......... .......... .......... 32% 592K 2m22s + 32600K .......... .......... .......... .......... .......... 32% 575K 2m22s + 32650K .......... .......... .......... .......... .......... 32% 244K 2m22s + 32700K .......... .......... .......... .......... .......... 32% 877K 2m22s + 32750K .......... .......... .......... .......... .......... 32% 674K 2m22s + 32800K .......... .......... .......... .......... .......... 32% 440K 2m22s + 32850K .......... .......... .......... .......... .......... 32% 491K 2m22s + 32900K .......... .......... .......... .......... .......... 32% 484K 2m22s + 32950K .......... .......... .......... .......... .......... 32% 486K 2m22s + 33000K .......... .......... .......... .......... .......... 32% 511K 2m22s + 33050K .......... .......... .......... .......... .......... 32% 518K 2m21s + 33100K .......... .......... .......... .......... .......... 32% 530K 2m21s + 33150K .......... .......... .......... .......... .......... 32% 409K 2m21s + 33200K .......... .......... .......... .......... .......... 32% 547K 2m21s + 33250K .......... .......... .......... .......... .......... 32% 592K 2m21s + 33300K .......... .......... .......... .......... .......... 32% 567K 2m21s + 33350K .......... .......... .......... .......... .......... 33% 535K 2m21s + 33400K .......... .......... .......... .......... .......... 33% 588K 2m21s + 33450K .......... .......... .......... .......... .......... 33% 574K 2m20s + 33500K .......... .......... .......... .......... .......... 33% 545K 2m20s + 33550K .......... .......... .......... .......... .......... 33% 411K 2m20s + 33600K .......... .......... .......... .......... .......... 33% 199K 2m20s + 33650K .......... .......... .......... .......... .......... 33% 215M 2m20s + 33700K .......... .......... .......... .......... .......... 33% 902K 2m20s + 33750K .......... .......... .......... .......... .......... 33% 434K 2m20s + 33800K .......... .......... .......... .......... .......... 33% 445K 2m20s + 33850K .......... .......... .......... .......... .......... 33% 450K 2m20s + 33900K .......... .......... .......... .......... .......... 33% 483K 2m20s + 33950K .......... .......... .......... .......... .......... 33% 361K 2m20s + 34000K .......... .......... .......... .......... .......... 33% 469K 2m19s + 34050K .......... .......... .......... .......... .......... 33% 509K 2m19s + 34100K .......... .......... .......... .......... .......... 33% 509K 2m19s + 34150K .......... .......... .......... .......... .......... 33% 492K 2m19s + 34200K .......... .......... .......... .......... .......... 33% 490K 2m19s + 34250K .......... .......... .......... .......... .......... 33% 507K 2m19s + 34300K .......... .......... .......... .......... .......... 33% 552K 2m19s + 34350K .......... .......... .......... .......... .......... 34% 379K 2m19s + 34400K .......... .......... .......... .......... .......... 34% 555K 2m19s + 34450K .......... .......... .......... .......... .......... 34% 514K 2m18s + 34500K .......... .......... .......... .......... .......... 34% 495K 2m18s + 34550K .......... .......... .......... .......... .......... 34% 526K 2m18s + 34600K .......... .......... .......... .......... .......... 34% 519K 2m18s + 34650K .......... .......... .......... .......... .......... 34% 517K 2m18s + 34700K .......... .......... .......... .......... .......... 34% 546K 2m18s + 34750K .......... .......... .......... .......... .......... 34% 408K 2m18s + 34800K .......... .......... .......... .......... .......... 34% 556K 2m18s + 34850K .......... .......... .......... .......... .......... 34% 554K 2m18s + 34900K .......... .......... .......... .......... .......... 34% 539K 2m17s + 34950K .......... .......... .......... .......... .......... 34% 544K 2m17s + 35000K .......... .......... .......... .......... .......... 34% 572K 2m17s + 35050K .......... .......... .......... .......... .......... 34% 559K 2m17s + 35100K .......... .......... .......... .......... .......... 34% 587K 2m17s + 35150K .......... .......... .......... .......... .......... 34% 419K 2m17s + 35200K .......... .......... .......... .......... .......... 34% 607K 2m17s + 35250K .......... .......... .......... .......... .......... 34% 575K 2m16s + 35300K .......... .......... .......... .......... .......... 34% 594K 2m16s + 35350K .......... .......... .......... .......... .......... 35% 607K 2m16s + 35400K .......... .......... .......... .......... .......... 35% 625K 2m16s + 35450K .......... .......... .......... .......... .......... 35% 560K 2m16s + 35500K .......... .......... .......... .......... .......... 35% 288K 2m16s + 35550K .......... .......... .......... .......... .......... 35% 1.62M 2m16s + 35600K .......... .......... .......... .......... .......... 35% 416K 2m16s + 35650K .......... .......... .......... .......... .......... 35% 444K 2m16s + 35700K .......... .......... .......... .......... .......... 35% 495K 2m15s + 35750K .......... .......... .......... .......... .......... 35% 484K 2m15s + 35800K .......... .......... .......... .......... .......... 35% 506K 2m15s + 35850K .......... .......... .......... .......... .......... 35% 495K 2m15s + 35900K .......... .......... .......... .......... .......... 35% 530K 2m15s + 35950K .......... .......... .......... .......... .......... 35% 405K 2m15s + 36000K .......... .......... .......... .......... .......... 35% 560K 2m15s + 36050K .......... .......... .......... .......... .......... 35% 241K 2m15s + 36100K .......... .......... .......... .......... .......... 35% 235M 2m15s + 36150K .......... .......... .......... .......... .......... 35% 534K 2m14s + 36200K .......... .......... .......... .......... .......... 35% 399K 2m14s + 36250K .......... .......... .......... .......... .......... 35% 424K 2m14s + 36300K .......... .......... .......... .......... .......... 35% 422K 2m14s + 36350K .......... .......... .......... .......... .......... 36% 337K 2m14s + 36400K .......... .......... .......... .......... .......... 36% 445K 2m14s + 36450K .......... .......... .......... .......... .......... 36% 470K 2m14s + 36500K .......... .......... .......... .......... .......... 36% 467K 2m14s + 36550K .......... .......... .......... .......... .......... 36% 463K 2m14s + 36600K .......... .......... .......... .......... .......... 36% 452K 2m14s + 36650K .......... .......... .......... .......... .......... 36% 469K 2m14s + 36700K .......... .......... .......... .......... .......... 36% 487K 2m14s + 36750K .......... .......... .......... .......... .......... 36% 364K 2m14s + 36800K .......... .......... .......... .......... .......... 36% 464K 2m13s + 36850K .......... .......... .......... .......... .......... 36% 477K 2m13s + 36900K .......... .......... .......... .......... .......... 36% 489K 2m13s + 36950K .......... .......... .......... .......... .......... 36% 478K 2m13s + 37000K .......... .......... .......... .......... .......... 36% 479K 2m13s + 37050K .......... .......... .......... .......... .......... 36% 490K 2m13s + 37100K .......... .......... .......... .......... .......... 36% 497K 2m13s + 37150K .......... .......... .......... .......... .......... 36% 375K 2m13s + 37200K .......... .......... .......... .......... .......... 36% 521K 2m13s + 37250K .......... .......... .......... .......... .......... 36% 568K 2m12s + 37300K .......... .......... .......... .......... .......... 36% 516K 2m12s + 37350K .......... .......... .......... .......... .......... 37% 521K 2m12s + 37400K .......... .......... .......... .......... .......... 37% 521K 2m12s + 37450K .......... .......... .......... .......... .......... 37% 552K 2m12s + 37500K .......... .......... .......... .......... .......... 37% 548K 2m12s + 37550K .......... .......... .......... .......... .......... 37% 412K 2m12s + 37600K .......... .......... .......... .......... .......... 37% 565K 2m12s + 37650K .......... .......... .......... .......... .......... 37% 568K 2m12s + 37700K .......... .......... .......... .......... .......... 37% 556K 2m11s + 37750K .......... .......... .......... .......... .......... 37% 566K 2m11s + 37800K .......... .......... .......... .......... .......... 37% 567K 2m11s + 37850K .......... .......... .......... .......... .......... 37% 580K 2m11s + 37900K .......... .......... .......... .......... .......... 37% 543K 2m11s + 37950K .......... .......... .......... .......... .......... 37% 445K 2m11s + 38000K .......... .......... .......... .......... .......... 37% 610K 2m11s + 38050K .......... .......... .......... .......... .......... 37% 573K 2m11s + 38100K .......... .......... .......... .......... .......... 37% 605K 2m10s + 38150K .......... .......... .......... .......... .......... 37% 545K 2m10s + 38200K .......... .......... .......... .......... .......... 37% 336K 2m10s + 38250K .......... .......... .......... .......... .......... 37% 2.60M 2m10s + 38300K .......... .......... .......... .......... .......... 37% 435K 2m10s + 38350K .......... .......... .......... .......... .......... 37% 341K 2m10s + 38400K .......... .......... .......... .......... .......... 38% 465K 2m10s + 38450K .......... .......... .......... .......... .......... 38% 491K 2m10s + 38500K .......... .......... .......... .......... .......... 38% 463K 2m10s + 38550K .......... .......... .......... .......... .......... 38% 513K 2m9s + 38600K .......... .......... .......... .......... .......... 38% 525K 2m9s + 38650K .......... .......... .......... .......... .......... 38% 548K 2m9s + 38700K .......... .......... .......... .......... .......... 38% 550K 2m9s + 38750K .......... .......... .......... .......... .......... 38% 413K 2m9s + 38800K .......... .......... .......... .......... .......... 38% 573K 2m9s + 38850K .......... .......... .......... .......... .......... 38% 557K 2m9s + 38900K .......... .......... .......... .......... .......... 38% 582K 2m9s + 38950K .......... .......... .......... .......... .......... 38% 559K 2m9s + 39000K .......... .......... .......... .......... .......... 38% 567K 2m8s + 39050K .......... .......... .......... .......... .......... 38% 602K 2m8s + 39100K .......... .......... .......... .......... .......... 38% 575K 2m8s + 39150K .......... .......... .......... .......... .......... 38% 237K 2m8s + 39200K .......... .......... .......... .......... .......... 38% 2.21M 2m8s + 39250K .......... .......... .......... .......... .......... 38% 423K 2m8s + 39300K .......... .......... .......... .......... .......... 38% 436K 2m8s + 39350K .......... .......... .......... .......... .......... 38% 435K 2m8s + 39400K .......... .......... .......... .......... .......... 39% 444K 2m8s + 39450K .......... .......... .......... .......... .......... 39% 456K 2m8s + 39500K .......... .......... .......... .......... .......... 39% 485K 2m7s + 39550K .......... .......... .......... .......... .......... 39% 354K 2m7s + 39600K .......... .......... .......... .......... .......... 39% 494K 2m7s + 39650K .......... .......... .......... .......... .......... 39% 507K 2m7s + 39700K .......... .......... .......... .......... .......... 39% 477K 2m7s + 39750K .......... .......... .......... .......... .......... 39% 513K 2m7s + 39800K .......... .......... .......... .......... .......... 39% 500K 2m7s + 39850K .......... .......... .......... .......... .......... 39% 496K 2m7s + 39900K .......... .......... .......... .......... .......... 39% 493K 2m7s + 39950K .......... .......... .......... .......... .......... 39% 387K 2m7s + 40000K .......... .......... .......... .......... .......... 39% 492K 2m6s + 40050K .......... .......... .......... .......... .......... 39% 510K 2m6s + 40100K .......... .......... .......... .......... .......... 39% 506K 2m6s + 40150K .......... .......... .......... .......... .......... 39% 529K 2m6s + 40200K .......... .......... .......... .......... .......... 39% 541K 2m6s + 40250K .......... .......... .......... .......... .......... 39% 521K 2m6s + 40300K .......... .......... .......... .......... .......... 39% 538K 2m6s + 40350K .......... .......... .......... .......... .......... 39% 399K 2m6s + 40400K .......... .......... .......... .......... .......... 40% 555K 2m6s + 40450K .......... .......... .......... .......... .......... 40% 544K 2m5s + 40500K .......... .......... .......... .......... .......... 40% 527K 2m5s + 40550K .......... .......... .......... .......... .......... 40% 568K 2m5s + 40600K .......... .......... .......... .......... .......... 40% 558K 2m5s + 40650K .......... .......... .......... .......... .......... 40% 574K 2m5s + 40700K .......... .......... .......... .......... .......... 40% 572K 2m5s + 40750K .......... .......... .......... .......... .......... 40% 436K 2m5s + 40800K .......... .......... .......... .......... .......... 40% 621K 2m5s + 40850K .......... .......... .......... .......... .......... 40% 564K 2m4s + 40900K .......... .......... .......... .......... .......... 40% 566K 2m4s + 40950K .......... .......... .......... .......... .......... 40% 582K 2m4s + 41000K .......... .......... .......... .......... .......... 40% 350K 2m4s + 41050K .......... .......... .......... .......... .......... 40% 1.40M 2m4s + 41100K .......... .......... .......... .......... .......... 40% 431K 2m4s + 41150K .......... .......... .......... .......... .......... 40% 345K 2m4s + 41200K .......... .......... .......... .......... .......... 40% 478K 2m4s + 41250K .......... .......... .......... .......... .......... 40% 485K 2m4s + 41300K .......... .......... .......... .......... .......... 40% 488K 2m4s + 41350K .......... .......... .......... .......... .......... 40% 520K 2m3s + 41400K .......... .......... .......... .......... .......... 41% 516K 2m3s + 41450K .......... .......... .......... .......... .......... 41% 547K 2m3s + 41500K .......... .......... .......... .......... .......... 41% 522K 2m3s + 41550K .......... .......... .......... .......... .......... 41% 426K 2m3s + 41600K .......... .......... .......... .......... .......... 41% 563K 2m3s + 41650K .......... .......... .......... .......... .......... 41% 585K 2m3s + 41700K .......... .......... .......... .......... .......... 41% 558K 2m3s + 41750K .......... .......... .......... .......... .......... 41% 580K 2m2s + 41800K .......... .......... .......... .......... .......... 41% 560K 2m2s + 41850K .......... .......... .......... .......... .......... 41% 591K 2m2s + 41900K .......... .......... .......... .......... .......... 41% 589K 2m2s + 41950K .......... .......... .......... .......... .......... 41% 418K 2m2s + 42000K .......... .......... .......... .......... .......... 41% 617K 2m2s + 42050K .......... .......... .......... .......... .......... 41% 576K 2m2s + 42100K .......... .......... .......... .......... .......... 41% 561K 2m2s + 42150K .......... .......... .......... .......... .......... 41% 342K 2m2s + 42200K .......... .......... .......... .......... .......... 41% 1.95M 2m1s + 42250K .......... .......... .......... .......... .......... 41% 428K 2m1s + 42300K .......... .......... .......... .......... .......... 41% 461K 2m1s + 42350K .......... .......... .......... .......... .......... 41% 345K 2m1s + 42400K .......... .......... .......... .......... .......... 42% 487K 2m1s + 42450K .......... .......... .......... .......... .......... 42% 510K 2m1s + 42500K .......... .......... .......... .......... .......... 42% 506K 2m1s + 42550K .......... .......... .......... .......... .......... 42% 511K 2m1s + 42600K .......... .......... .......... .......... .......... 42% 509K 2m1s + 42650K .......... .......... .......... .......... .......... 42% 561K 2m0s + 42700K .......... .......... .......... .......... .......... 42% 574K 2m0s + 42750K .......... .......... .......... .......... .......... 42% 432K 2m0s + 42800K .......... .......... .......... .......... .......... 42% 579K 2m0s + 42850K .......... .......... .......... .......... .......... 42% 553K 2m0s + 42900K .......... .......... .......... .......... .......... 42% 590K 2m0s + 42950K .......... .......... .......... .......... .......... 42% 573K 2m0s + 43000K .......... .......... .......... .......... .......... 42% 598K 2m0s + 43050K .......... .......... .......... .......... .......... 42% 547K 2m0s + 43100K .......... .......... .......... .......... .......... 42% 252K 2m0s + 43150K .......... .......... .......... .......... .......... 42% 9.18M 1m59s + 43200K .......... .......... .......... .......... .......... 42% 425K 1m59s + 43250K .......... .......... .......... .......... .......... 42% 437K 1m59s + 43300K .......... .......... .......... .......... .......... 42% 444K 1m59s + 43350K .......... .......... .......... .......... .......... 42% 445K 1m59s + 43400K .......... .......... .......... .......... .......... 42% 453K 1m59s + 43450K .......... .......... .......... .......... .......... 43% 462K 1m59s + 43500K .......... .......... .......... .......... .......... 43% 475K 1m59s + 43550K .......... .......... .......... .......... .......... 43% 378K 1m59s + 43600K .......... .......... .......... .......... .......... 43% 487K 1m58s + 43650K .......... .......... .......... .......... .......... 43% 473K 1m58s + 43700K .......... .......... .......... .......... .......... 43% 512K 1m58s + 43750K .......... .......... .......... .......... .......... 43% 504K 1m58s + 43800K .......... .......... .......... .......... .......... 43% 514K 1m58s + 43850K .......... .......... .......... .......... .......... 43% 474K 1m58s + 43900K .......... .......... .......... .......... .......... 43% 501K 1m58s + 43950K .......... .......... .......... .......... .......... 43% 378K 1m58s + 44000K .......... .......... .......... .......... .......... 43% 491K 1m58s + 44050K .......... .......... .......... .......... .......... 43% 504K 1m58s + 44100K .......... .......... .......... .......... .......... 43% 540K 1m57s + 44150K .......... .......... .......... .......... .......... 43% 523K 1m57s + 44200K .......... .......... .......... .......... .......... 43% 513K 1m57s + 44250K .......... .......... .......... .......... .......... 43% 529K 1m57s + 44300K .......... .......... .......... .......... .......... 43% 542K 1m57s + 44350K .......... .......... .......... .......... .......... 43% 413K 1m57s + 44400K .......... .......... .......... .......... .......... 43% 586K 1m57s + 44450K .......... .......... .......... .......... .......... 44% 533K 1m57s + 44500K .......... .......... .......... .......... .......... 44% 560K 1m57s + 44550K .......... .......... .......... .......... .......... 44% 546K 1m56s + 44600K .......... .......... .......... .......... .......... 44% 567K 1m56s + 44650K .......... .......... .......... .......... .......... 44% 545K 1m56s + 44700K .......... .......... .......... .......... .......... 44% 581K 1m56s + 44750K .......... .......... .......... .......... .......... 44% 445K 1m56s + 44800K .......... .......... .......... .......... .......... 44% 569K 1m56s + 44850K .......... .......... .......... .......... .......... 44% 609K 1m56s + 44900K .......... .......... .......... .......... .......... 44% 571K 1m56s + 44950K .......... .......... .......... .......... .......... 44% 568K 1m55s + 45000K .......... .......... .......... .......... .......... 44% 569K 1m55s + 45050K .......... .......... .......... .......... .......... 44% 373K 1m55s + 45100K .......... .......... .......... .......... .......... 44% 1.03M 1m55s + 45150K .......... .......... .......... .......... .......... 44% 322K 1m55s + 45200K .......... .......... .......... .......... .......... 44% 474K 1m55s + 45250K .......... .......... .......... .......... .......... 44% 475K 1m55s + 45300K .......... .......... .......... .......... .......... 44% 493K 1m55s + 45350K .......... .......... .......... .......... .......... 44% 503K 1m55s + 45400K .......... .......... .......... .......... .......... 44% 521K 1m55s + 45450K .......... .......... .......... .......... .......... 45% 533K 1m54s + 45500K .......... .......... .......... .......... .......... 45% 500K 1m54s + 45550K .......... .......... .......... .......... .......... 45% 412K 1m54s + 45600K .......... .......... .......... .......... .......... 45% 535K 1m54s + 45650K .......... .......... .......... .......... .......... 45% 556K 1m54s + 45700K .......... .......... .......... .......... .......... 45% 605K 1m54s + 45750K .......... .......... .......... .......... .......... 45% 553K 1m54s + 45800K .......... .......... .......... .......... .......... 45% 559K 1m54s + 45850K .......... .......... .......... .......... .......... 45% 614K 1m54s + 45900K .......... .......... .......... .......... .......... 45% 583K 1m53s + 45950K .......... .......... .......... .......... .......... 45% 439K 1m53s + 46000K .......... .......... .......... .......... .......... 45% 388K 1m53s + 46050K .......... .......... .......... .......... .......... 45% 874K 1m53s + 46100K .......... .......... .......... .......... .......... 45% 414K 1m53s + 46150K .......... .......... .......... .......... .......... 45% 430K 1m53s + 46200K .......... .......... .......... .......... .......... 45% 439K 1m53s + 46250K .......... .......... .......... .......... .......... 45% 440K 1m53s + 46300K .......... .......... .......... .......... .......... 45% 458K 1m53s + 46350K .......... .......... .......... .......... .......... 45% 366K 1m53s + 46400K .......... .......... .......... .......... .......... 45% 470K 1m53s + 46450K .......... .......... .......... .......... .......... 46% 475K 1m52s + 46500K .......... .......... .......... .......... .......... 46% 535K 1m52s + 46550K .......... .......... .......... .......... .......... 46% 486K 1m52s + 46600K .......... .......... .......... .......... .......... 46% 505K 1m52s + 46650K .......... .......... .......... .......... .......... 46% 480K 1m52s + 46700K .......... .......... .......... .......... .......... 46% 488K 1m52s + 46750K .......... .......... .......... .......... .......... 46% 381K 1m52s + 46800K .......... .......... .......... .......... .......... 46% 504K 1m52s + 46850K .......... .......... .......... .......... .......... 46% 522K 1m52s + 46900K .......... .......... .......... .......... .......... 46% 486K 1m51s + 46950K .......... .......... .......... .......... .......... 46% 512K 1m51s + 47000K .......... .......... .......... .......... .......... 46% 554K 1m51s + 47050K .......... .......... .......... .......... .......... 46% 524K 1m51s + 47100K .......... .......... .......... .......... .......... 46% 533K 1m51s + 47150K .......... .......... .......... .......... .......... 46% 410K 1m51s + 47200K .......... .......... .......... .......... .......... 46% 511K 1m51s + 47250K .......... .......... .......... .......... .......... 46% 522K 1m51s + 47300K .......... .......... .......... .......... .......... 46% 565K 1m51s + 47350K .......... .......... .......... .......... .......... 46% 559K 1m50s + 47400K .......... .......... .......... .......... .......... 46% 577K 1m50s + 47450K .......... .......... .......... .......... .......... 46% 559K 1m50s + 47500K .......... .......... .......... .......... .......... 47% 574K 1m50s + 47550K .......... .......... .......... .......... .......... 47% 443K 1m50s + 47600K .......... .......... .......... .......... .......... 47% 574K 1m50s + 47650K .......... .......... .......... .......... .......... 47% 585K 1m50s + 47700K .......... .......... .......... .......... .......... 47% 604K 1m50s + 47750K .......... .......... .......... .......... .......... 47% 577K 1m50s + 47800K .......... .......... .......... .......... .......... 47% 559K 1m49s + 47850K .......... .......... .......... .......... .......... 47% 310K 1m49s + 47900K .......... .......... .......... .......... .......... 47% 3.62M 1m49s + 47950K .......... .......... .......... .......... .......... 47% 326K 1m49s + 48000K .......... .......... .......... .......... .......... 47% 464K 1m49s + 48050K .......... .......... .......... .......... .......... 47% 473K 1m49s + 48100K .......... .......... .......... .......... .......... 47% 488K 1m49s + 48150K .......... .......... .......... .......... .......... 47% 499K 1m49s + 48200K .......... .......... .......... .......... .......... 47% 510K 1m49s + 48250K .......... .......... .......... .......... .......... 47% 514K 1m49s + 48300K .......... .......... .......... .......... .......... 47% 558K 1m48s + 48350K .......... .......... .......... .......... .......... 47% 407K 1m48s + 48400K .......... .......... .......... .......... .......... 47% 574K 1m48s + 48450K .......... .......... .......... .......... .......... 47% 570K 1m48s + 48500K .......... .......... .......... .......... .......... 48% 548K 1m48s + 48550K .......... .......... .......... .......... .......... 48% 568K 1m48s + 48600K .......... .......... .......... .......... .......... 48% 572K 1m48s + 48650K .......... .......... .......... .......... .......... 48% 576K 1m48s + 48700K .......... .......... .......... .......... .......... 48% 593K 1m47s + 48750K .......... .......... .......... .......... .......... 48% 426K 1m47s + 48800K .......... .......... .......... .......... .......... 48% 632K 1m47s + 48850K .......... .......... .......... .......... .......... 48% 573K 1m47s + 48900K .......... .......... .......... .......... .......... 48% 627K 1m47s + 48950K .......... .......... .......... .......... .......... 48% 589K 1m47s + 49000K .......... .......... .......... .......... .......... 48% 612K 1m47s + 49050K .......... .......... .......... .......... .......... 48% 575K 1m47s + 49100K .......... .......... .......... .......... .......... 48% 592K 1m47s + 49150K .......... .......... .......... .......... .......... 48% 248K 1m47s + 49200K .......... .......... .......... .......... .......... 48% 316M 1m46s + 49250K .......... .......... .......... .......... .......... 48% 450K 1m46s + 49300K .......... .......... .......... .......... .......... 48% 444K 1m46s + 49350K .......... .......... .......... .......... .......... 48% 455K 1m46s + 49400K .......... .......... .......... .......... .......... 48% 484K 1m46s + 49450K .......... .......... .......... .......... .......... 48% 532K 1m46s + 49500K .......... .......... .......... .......... .......... 49% 491K 1m46s + 49550K .......... .......... .......... .......... .......... 49% 378K 1m46s + 49600K .......... .......... .......... .......... .......... 49% 530K 1m46s + 49650K .......... .......... .......... .......... .......... 49% 519K 1m45s + 49700K .......... .......... .......... .......... .......... 49% 551K 1m45s + 49750K .......... .......... .......... .......... .......... 49% 567K 1m45s + 49800K .......... .......... .......... .......... .......... 49% 560K 1m45s + 49850K .......... .......... .......... .......... .......... 49% 575K 1m45s + 49900K .......... .......... .......... .......... .......... 49% 586K 1m45s + 49950K .......... .......... .......... .......... .......... 49% 431K 1m45s + 50000K .......... .......... .......... .......... .......... 49% 569K 1m45s + 50050K .......... .......... .......... .......... .......... 49% 582K 1m45s + 50100K .......... .......... .......... .......... .......... 49% 592K 1m44s + 50150K .......... .......... .......... .......... .......... 49% 606K 1m44s + 50200K .......... .......... .......... .......... .......... 49% 574K 1m44s + 50250K .......... .......... .......... .......... .......... 49% 622K 1m44s + 50300K .......... .......... .......... .......... .......... 49% 596K 1m44s + 50350K .......... .......... .......... .......... .......... 49% 429K 1m44s + 50400K .......... .......... .......... .......... .......... 49% 609K 1m44s + 50450K .......... .......... .......... .......... .......... 49% 357K 1m44s + 50500K .......... .......... .......... .......... .......... 50% 606K 1m44s + 50550K .......... .......... .......... .......... .......... 50% 687K 1m43s + 50600K .......... .......... .......... .......... .......... 50% 431K 1m43s + 50650K .......... .......... .......... .......... .......... 50% 477K 1m43s + 50700K .......... .......... .......... .......... .......... 50% 471K 1m43s + 50750K .......... .......... .......... .......... .......... 50% 372K 1m43s + 50800K .......... .......... .......... .......... .......... 50% 472K 1m43s + 50850K .......... .......... .......... .......... .......... 50% 506K 1m43s + 50900K .......... .......... .......... .......... .......... 50% 506K 1m43s + 50950K .......... .......... .......... .......... .......... 50% 531K 1m43s + 51000K .......... .......... .......... .......... .......... 50% 565K 1m42s + 51050K .......... .......... .......... .......... .......... 50% 526K 1m42s + 51100K .......... .......... .......... .......... .......... 50% 576K 1m42s + 51150K .......... .......... .......... .......... .......... 50% 440K 1m42s + 51200K .......... .......... .......... .......... .......... 50% 566K 1m42s + 51250K .......... .......... .......... .......... .......... 50% 607K 1m42s + 51300K .......... .......... .......... .......... .......... 50% 597K 1m42s + 51350K .......... .......... .......... .......... .......... 50% 563K 1m42s + 51400K .......... .......... .......... .......... .......... 50% 619K 1m42s + 51450K .......... .......... .......... .......... .......... 50% 586K 1m41s + 51500K .......... .......... .......... .......... .......... 51% 541K 1m41s + 51550K .......... .......... .......... .......... .......... 51% 388K 1m41s + 51600K .......... .......... .......... .......... .......... 51% 583K 1m41s + 51650K .......... .......... .......... .......... .......... 51% 436K 1m41s + 51700K .......... .......... .......... .......... .......... 51% 468K 1m41s + 51750K .......... .......... .......... .......... .......... 51% 475K 1m41s + 51800K .......... .......... .......... .......... .......... 51% 474K 1m41s + 51850K .......... .......... .......... .......... .......... 51% 491K 1m41s + 51900K .......... .......... .......... .......... .......... 51% 536K 1m41s + 51950K .......... .......... .......... .......... .......... 51% 380K 1m40s + 52000K .......... .......... .......... .......... .......... 51% 540K 1m40s + 52050K .......... .......... .......... .......... .......... 51% 545K 1m40s + 52100K .......... .......... .......... .......... .......... 51% 545K 1m40s + 52150K .......... .......... .......... .......... .......... 51% 562K 1m40s + 52200K .......... .......... .......... .......... .......... 51% 583K 1m40s + 52250K .......... .......... .......... .......... .......... 51% 564K 1m40s + 52300K .......... .......... .......... .......... .......... 51% 600K 1m40s + 52350K .......... .......... .......... .......... .......... 51% 442K 1m40s + 52400K .......... .......... .......... .......... .......... 51% 570K 99s + 52450K .......... .......... .......... .......... .......... 51% 590K 99s + 52500K .......... .......... .......... .......... .......... 51% 600K 99s + 52550K .......... .......... .......... .......... .......... 52% 611K 99s + 52600K .......... .......... .......... .......... .......... 52% 591K 99s + 52650K .......... .......... .......... .......... .......... 52% 594K 99s + 52700K .......... .......... .......... .......... .......... 52% 570K 99s + 52750K .......... .......... .......... .......... .......... 52% 245K 99s + 52800K .......... .......... .......... .......... .......... 52% 2.04M 99s + 52850K .......... .......... .......... .......... .......... 52% 438K 98s + 52900K .......... .......... .......... .......... .......... 52% 458K 98s + 52950K .......... .......... .......... .......... .......... 52% 469K 98s + 53000K .......... .......... .......... .......... .......... 52% 491K 98s + 53050K .......... .......... .......... .......... .......... 52% 475K 98s + 53100K .......... .......... .......... .......... .......... 52% 491K 98s + 53150K .......... .......... .......... .......... .......... 52% 376K 98s + 53200K .......... .......... .......... .......... .......... 52% 407K 98s + 53250K .......... .......... .......... .......... .......... 52% 380K 98s + 53300K .......... .......... .......... .......... .......... 52% 367K 98s + 53350K .......... .......... .......... .......... .......... 52% 391K 98s + 53400K .......... .......... .......... .......... .......... 52% 413K 98s + 53450K .......... .......... .......... .......... .......... 52% 418K 97s + 53500K .......... .......... .......... .......... .......... 52% 429K 97s + 53550K .......... .......... .......... .......... .......... 53% 334K 97s + 53600K .......... .......... .......... .......... .......... 53% 424K 97s + 53650K .......... .......... .......... .......... .......... 53% 440K 97s + 53700K .......... .......... .......... .......... .......... 53% 443K 97s + 53750K .......... .......... .......... .......... .......... 53% 425K 97s + 53800K .......... .......... .......... .......... .......... 53% 438K 97s + 53850K .......... .......... .......... .......... .......... 53% 436K 97s + 53900K .......... .......... .......... .......... .......... 53% 458K 97s + 53950K .......... .......... .......... .......... .......... 53% 357K 97s + 54000K .......... .......... .......... .......... .......... 53% 451K 96s + 54050K .......... .......... .......... .......... .......... 53% 448K 96s + 54100K .......... .......... .......... .......... .......... 53% 471K 96s + 54150K .......... .......... .......... .......... .......... 53% 466K 96s + 54200K .......... .......... .......... .......... .......... 53% 487K 96s + 54250K .......... .......... .......... .......... .......... 53% 498K 96s + 54300K .......... .......... .......... .......... .......... 53% 505K 96s + 54350K .......... .......... .......... .......... .......... 53% 380K 96s + 54400K .......... .......... .......... .......... .......... 53% 534K 96s + 54450K .......... .......... .......... .......... .......... 53% 542K 96s + 54500K .......... .......... .......... .......... .......... 53% 498K 95s + 54550K .......... .......... .......... .......... .......... 54% 504K 95s + 54600K .......... .......... .......... .......... .......... 54% 547K 95s + 54650K .......... .......... .......... .......... .......... 54% 566K 95s + 54700K .......... .......... .......... .......... .......... 54% 528K 95s + 54750K .......... .......... .......... .......... .......... 54% 425K 95s + 54800K .......... .......... .......... .......... .......... 54% 535K 95s + 54850K .......... .......... .......... .......... .......... 54% 569K 95s + 54900K .......... .......... .......... .......... .......... 54% 558K 95s + 54950K .......... .......... .......... .......... .......... 54% 589K 94s + 55000K .......... .......... .......... .......... .......... 54% 585K 94s + 55050K .......... .......... .......... .......... .......... 54% 588K 94s + 55100K .......... .......... .......... .......... .......... 54% 572K 94s + 55150K .......... .......... .......... .......... .......... 54% 441K 94s + 55200K .......... .......... .......... .......... .......... 54% 588K 94s + 55250K .......... .......... .......... .......... .......... 54% 585K 94s + 55300K .......... .......... .......... .......... .......... 54% 623K 94s + 55350K .......... .......... .......... .......... .......... 54% 562K 94s + 55400K .......... .......... .......... .......... .......... 54% 255K 94s + 55450K .......... .......... .......... .......... .......... 54% 294M 93s + 55500K .......... .......... .......... .......... .......... 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77600K .......... .......... .......... .......... .......... 76% 496K 47s + 77650K .......... .......... .......... .......... .......... 76% 529K 47s + 77700K .......... .......... .......... .......... .......... 76% 515K 47s + 77750K .......... .......... .......... .......... .......... 76% 534K 47s + 77800K .......... .......... .......... .......... .......... 77% 522K 47s + 77850K .......... .......... .......... .......... .......... 77% 591K 47s + 77900K .......... .......... .......... .......... .......... 77% 572K 47s + 77950K .......... .......... .......... .......... .......... 77% 435K 47s + 78000K .......... .......... .......... .......... .......... 77% 560K 47s + 78050K .......... .......... .......... .......... .......... 77% 582K 46s + 78100K .......... .......... .......... .......... .......... 77% 306K 46s + 78150K .......... .......... .......... .......... .......... 77% 6.93M 46s + 78200K .......... .......... .......... .......... .......... 77% 424K 46s + 78250K .......... .......... .......... .......... .......... 77% 419K 46s + 78300K .......... .......... .......... .......... .......... 77% 436K 46s + 78350K .......... .......... .......... .......... .......... 77% 331K 46s + 78400K .......... .......... .......... .......... .......... 77% 469K 46s + 78450K .......... .......... .......... .......... .......... 77% 484K 46s + 78500K .......... .......... .......... .......... .......... 77% 474K 46s + 78550K .......... .......... .......... .......... .......... 77% 476K 45s + 78600K .......... .......... .......... .......... .......... 77% 499K 45s + 78650K .......... .......... .......... .......... .......... 77% 494K 45s + 78700K .......... .......... .......... .......... .......... 77% 496K 45s + 78750K .......... .......... .......... .......... .......... 77% 383K 45s + 78800K .......... .......... .......... .......... .......... 78% 503K 45s + 78850K .......... .......... .......... .......... .......... 78% 494K 45s + 78900K .......... .......... .......... .......... .......... 78% 507K 45s + 78950K .......... .......... .......... .......... .......... 78% 496K 45s + 79000K .......... .......... .......... .......... .......... 78% 503K 45s + 79050K .......... .......... .......... .......... .......... 78% 509K 44s + 79100K .......... .......... .......... .......... .......... 78% 550K 44s + 79150K .......... .......... .......... .......... .......... 78% 387K 44s + 79200K .......... .......... .......... .......... .......... 78% 532K 44s + 79250K .......... .......... .......... .......... .......... 78% 527K 44s + 79300K .......... .......... .......... .......... .......... 78% 537K 44s + 79350K .......... .......... .......... .......... .......... 78% 560K 44s + 79400K .......... .......... .......... .......... .......... 78% 553K 44s + 79450K .......... .......... .......... .......... .......... 78% 550K 44s + 79500K .......... .......... .......... .......... .......... 78% 570K 44s + 79550K .......... .......... .......... .......... .......... 78% 417K 43s + 79600K .......... .......... .......... .......... .......... 78% 573K 43s + 79650K .......... .......... .......... .......... .......... 78% 568K 43s + 79700K .......... .......... .......... .......... .......... 78% 599K 43s + 79750K .......... .......... .......... .......... .......... 78% 568K 43s + 79800K .......... .......... .......... .......... .......... 79% 581K 43s + 79850K .......... .......... .......... .......... .......... 79% 601K 43s + 79900K .......... .......... .......... .......... .......... 79% 596K 43s + 79950K .......... .......... .......... .......... .......... 79% 438K 43s + 80000K .......... .......... .......... .......... .......... 79% 596K 43s + 80050K .......... .......... .......... .......... .......... 79% 611K 42s + 80100K .......... .......... .......... .......... .......... 79% 625K 42s + 80150K .......... .......... .......... .......... .......... 79% 595K 42s + 80200K .......... .......... .......... .......... .......... 79% 629K 42s + 80250K .......... .......... .......... .......... .......... 79% 620K 42s + 80300K .......... .......... .......... .......... .......... 79% 608K 42s + 80350K .......... .......... .......... .......... .......... 79% 476K 42s + 80400K .......... .......... .......... .......... .......... 79% 624K 42s + 80450K .......... .......... .......... .......... .......... 79% 611K 42s + 80500K .......... .......... .......... .......... .......... 79% 322K 41s + 80550K .......... .......... .......... .......... .......... 79% 10.3M 41s + 80600K .......... .......... .......... .......... .......... 79% 458K 41s + 80650K .......... .......... .......... .......... .......... 79% 465K 41s + 80700K .......... .......... .......... .......... .......... 79% 545K 41s + 80750K .......... .......... .......... .......... .......... 79% 388K 41s + 80800K .......... .......... .......... .......... .......... 79% 555K 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40s + 81500K .......... .......... .......... .......... .......... 80% 719K 39s + 81550K .......... .......... .......... .......... .......... 80% 770K 39s + 81600K .......... .......... .......... .......... .......... 80% 455K 39s + 81650K .......... .......... .......... .......... .......... 80% 468K 39s + 81700K .......... .......... .......... .......... .......... 80% 473K 39s + 81750K .......... .......... .......... .......... .......... 80% 487K 39s + 81800K .......... .......... .......... .......... .......... 80% 491K 39s + 81850K .......... .......... .......... .......... .......... 81% 551K 39s + 81900K .......... .......... .......... .......... .......... 81% 515K 39s + 81950K .......... .......... .......... .......... .......... 81% 405K 38s + 82000K .......... .......... .......... .......... .......... 81% 508K 38s + 82050K .......... .......... .......... .......... .......... 81% 538K 38s + 82100K .......... .......... .......... .......... .......... 81% 543K 38s + 82150K .......... .......... .......... .......... .......... 81% 573K 38s + 82200K .......... .......... .......... .......... .......... 81% 518K 38s + 82250K .......... .......... .......... .......... .......... 81% 574K 38s + 82300K .......... .......... .......... .......... .......... 81% 553K 38s + 82350K .......... .......... .......... .......... .......... 81% 427K 38s + 82400K .......... .......... .......... .......... .......... 81% 526K 38s + 82450K .......... .......... .......... .......... .......... 81% 547K 37s + 82500K .......... .......... .......... .......... .......... 81% 561K 37s + 82550K .......... .......... .......... .......... .......... 81% 562K 37s + 82600K .......... .......... .......... .......... .......... 81% 536K 37s + 82650K .......... .......... .......... .......... .......... 81% 578K 37s + 82700K .......... .......... .......... .......... .......... 81% 563K 37s + 82750K .......... .......... .......... .......... .......... 81% 422K 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36s + 83450K .......... .......... .......... .......... .......... 82% 672K 35s + 83500K .......... .......... .......... .......... .......... 82% 596K 35s + 83550K .......... .......... .......... .......... .......... 82% 444K 35s + 83600K .......... .......... .......... .......... .......... 82% 292K 35s + 83650K .......... .......... .......... .......... .......... 82% 783K 35s + 83700K .......... .......... .......... .......... .......... 82% 874K 35s + 83750K .......... .......... .......... .......... .......... 82% 466K 35s + 83800K .......... .......... .......... .......... .......... 82% 353K 35s + 83850K .......... .......... .......... .......... .......... 83% 327K 35s + 83900K .......... .......... .......... .......... .......... 83% 317K 35s + 83950K .......... .......... .......... .......... .......... 83% 282K 34s + 84000K .......... .......... .......... .......... .......... 83% 352K 34s + 84050K .......... .......... .......... .......... .......... 83% 372K 34s + 84100K .......... .......... .......... .......... .......... 83% 388K 34s + 84150K .......... .......... .......... .......... .......... 83% 403K 34s + 84200K .......... .......... .......... .......... .......... 83% 391K 34s + 84250K .......... .......... .......... .......... .......... 83% 405K 34s + 84300K .......... .......... .......... .......... .......... 83% 375K 34s + 84350K .......... .......... .......... .......... .......... 83% 281K 34s + 84400K .......... .......... .......... .......... .......... 83% 401K 34s + 84450K .......... .......... .......... .......... .......... 83% 418K 33s + 84500K .......... .......... .......... .......... .......... 83% 429K 33s + 84550K .......... .......... .......... .......... .......... 83% 422K 33s + 84600K .......... .......... .......... .......... .......... 83% 431K 33s + 84650K .......... .......... .......... .......... .......... 83% 461K 33s + 84700K .......... .......... .......... .......... .......... 83% 427K 33s + 84750K .......... .......... .......... .......... .......... 83% 350K 33s + 84800K .......... .......... .......... .......... .......... 83% 447K 33s + 84850K .......... .......... .......... .......... .......... 84% 452K 33s + 84900K .......... .......... .......... .......... .......... 84% 459K 33s + 84950K .......... .......... .......... .......... .......... 84% 477K 33s + 85000K .......... .......... .......... .......... .......... 84% 483K 32s + 85050K .......... .......... .......... .......... .......... 84% 471K 32s + 85100K .......... .......... .......... .......... .......... 84% 482K 32s + 85150K .......... .......... .......... .......... .......... 84% 385K 32s + 85200K .......... .......... .......... .......... .......... 84% 494K 32s + 85250K .......... .......... .......... .......... .......... 84% 563K 32s + 85300K .......... .......... .......... .......... .......... 84% 510K 32s + 85350K .......... .......... .......... .......... .......... 84% 535K 32s + 85400K .......... .......... .......... .......... .......... 84% 534K 32s + 85450K .......... .......... .......... .......... .......... 84% 535K 31s + 85500K .......... .......... .......... .......... .......... 84% 553K 31s + 85550K .......... .......... .......... .......... .......... 84% 418K 31s + 85600K .......... .......... .......... .......... .......... 84% 554K 31s + 85650K .......... .......... .......... .......... .......... 84% 560K 31s + 85700K .......... .......... .......... .......... .......... 84% 556K 31s + 85750K .......... .......... .......... .......... .......... 84% 578K 31s + 85800K .......... .......... .......... .......... .......... 84% 578K 31s + 85850K .......... .......... .......... .......... .......... 84% 590K 31s + 85900K .......... .......... .......... .......... .......... 85% 561K 31s + 85950K .......... .......... .......... .......... .......... 85% 448K 30s + 86000K .......... .......... .......... .......... .......... 85% 577K 30s + 86050K .......... .......... .......... .......... .......... 85% 614K 30s + 86100K .......... .......... .......... .......... .......... 85% 618K 30s + 86150K .......... .......... .......... .......... .......... 85% 597K 30s + 86200K .......... .......... .......... .......... .......... 85% 602K 30s + 86250K .......... .......... .......... .......... .......... 85% 604K 30s + 86300K .......... .......... .......... .......... .......... 85% 603K 30s + 86350K .......... .......... .......... .......... .......... 85% 452K 30s + 86400K .......... .......... .......... .......... .......... 85% 578K 30s + 86450K .......... .......... .......... .......... .......... 85% 360K 29s + 86500K .......... .......... .......... .......... .......... 85% 1.81M 29s + 86550K .......... .......... .......... .......... .......... 85% 441K 29s + 86600K .......... .......... .......... .......... .......... 85% 469K 29s + 86650K .......... .......... .......... .......... .......... 85% 469K 29s + 86700K .......... .......... .......... .......... .......... 85% 485K 29s + 86750K .......... .......... .......... .......... .......... 85% 392K 29s + 86800K .......... .......... .......... .......... .......... 85% 521K 29s + 86850K .......... .......... .......... .......... .......... 85% 580K 29s + 86900K .......... .......... .......... .......... .......... 86% 525K 29s + 86950K .......... .......... .......... .......... .......... 86% 551K 28s + 87000K .......... .......... .......... .......... .......... 86% 555K 28s + 87050K .......... .......... .......... .......... .......... 86% 608K 28s + 87100K .......... .......... .......... .......... .......... 86% 553K 28s + 87150K .......... .......... .......... .......... .......... 86% 448K 28s + 87200K .......... .......... .......... .......... .......... 86% 611K 28s + 87250K .......... .......... .......... .......... .......... 86% 563K 28s + 87300K .......... .......... .......... .......... .......... 86% 254K 28s + 87350K .......... .......... .......... .......... .......... 86% 200M 28s + 87400K .......... .......... .......... .......... .......... 86% 705K 27s + 87450K .......... .......... .......... .......... .......... 86% 436K 27s + 87500K .......... .......... .......... .......... .......... 86% 443K 27s + 87550K .......... .......... .......... .......... .......... 86% 354K 27s + 87600K .......... .......... .......... .......... .......... 86% 242K 27s + 87650K .......... .......... .......... .......... .......... 86% 4.96M 27s + 87700K .......... .......... .......... .......... .......... 86% 335K 27s + 87750K .......... .......... .......... .......... .......... 86% 331K 27s + 87800K .......... .......... .......... .......... .......... 86% 360K 27s + 87850K .......... .......... .......... .......... .......... 86% 390K 27s + 87900K .......... .......... .......... .......... .......... 87% 395K 27s + 87950K .......... .......... .......... .......... .......... 87% 267K 26s + 88000K .......... .......... .......... .......... .......... 87% 380K 26s + 88050K .......... .......... .......... .......... .......... 87% 408K 26s + 88100K .......... .......... .......... .......... .......... 87% 408K 26s + 88150K .......... .......... .......... .......... .......... 87% 416K 26s + 88200K .......... .......... .......... .......... .......... 87% 403K 26s + 88250K .......... .......... .......... .......... .......... 87% 398K 26s + 88300K .......... .......... .......... .......... .......... 87% 430K 26s + 88350K .......... .......... .......... .......... .......... 87% 279K 26s + 88400K .......... .......... .......... .......... .......... 87% 437K 26s + 88450K .......... .......... .......... .......... .......... 87% 429K 25s + 88500K .......... .......... .......... .......... .......... 87% 427K 25s + 88550K .......... .......... .......... .......... .......... 87% 444K 25s + 88600K .......... .......... .......... .......... .......... 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90% 434K 20s + 91250K .......... .......... .......... .......... .......... 90% 445K 20s + 91300K .......... .......... .......... .......... .......... 90% 451K 20s + 91350K .......... .......... .......... .......... .......... 90% 439K 20s + 91400K .......... .......... .......... .......... .......... 90% 450K 20s + 91450K .......... .......... .......... .......... .......... 90% 465K 19s + 91500K .......... .......... .......... .......... .......... 90% 456K 19s + 91550K .......... .......... .......... .......... .......... 90% 357K 19s + 91600K .......... .......... .......... .......... .......... 90% 470K 19s + 91650K .......... .......... .......... .......... .......... 90% 470K 19s + 91700K .......... .......... .......... .......... .......... 90% 479K 19s + 91750K .......... .......... .......... .......... .......... 90% 500K 19s + 91800K .......... .......... .......... .......... .......... 90% 489K 19s + 91850K .......... .......... .......... .......... .......... 90% 535K 19s + 91900K .......... .......... .......... .......... .......... 90% 503K 19s + 91950K .......... .......... .......... .......... .......... 91% 401K 18s + 92000K .......... .......... .......... .......... .......... 91% 557K 18s + 92050K .......... .......... .......... .......... .......... 91% 509K 18s + 92100K .......... .......... .......... .......... .......... 91% 533K 18s + 92150K .......... .......... .......... .......... .......... 91% 272K 18s + 92200K .......... .......... .......... .......... .......... 91% 22.3M 18s + 92250K .......... .......... .......... .......... .......... 91% 381K 18s + 92300K .......... .......... .......... .......... .......... 91% 404K 18s + 92350K .......... .......... .......... .......... .......... 91% 309K 18s + 92400K .......... .......... .......... .......... .......... 91% 445K 18s + 92450K .......... .......... .......... .......... .......... 91% 493K 17s + 92500K .......... .......... .......... .......... 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+ 98400K .......... .......... .......... .......... .......... 97% 608K 5s + 98450K .......... .......... .......... .......... .......... 97% 604K 5s + 98500K .......... .......... .......... .......... .......... 97% 609K 5s + 98550K .......... .......... .......... .......... .......... 97% 580K 5s + 98600K .......... .......... .......... .......... .......... 97% 574K 5s + 98650K .......... .......... .......... .......... .......... 97% 251K 5s + 98700K .......... .......... .......... .......... .......... 97% 312M 5s + 98750K .......... .......... .......... .......... .......... 97% 489K 5s + 98800K .......... .......... .......... .......... .......... 97% 475K 4s + 98850K .......... .......... .......... .......... .......... 97% 477K 4s + 98900K .......... .......... .......... .......... .......... 97% 493K 4s + 98950K .......... .......... .......... .......... .......... 97% 506K 4s + 99000K .......... .......... .......... .......... .......... 98% 537K 4s + 99050K 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.......... .......... 99% 595K 0s +101050K .......... ...... 100% 806K=3m25s + +2024-09-25 21:01:22 (493 KB/s) - ‘data/PRESCRIPTIONS.csv.gz’ saved [103492087/103492087] + +--2024-09-25 21:01:22-- https://physionet.org/files/mimiciii/1.4/PROCEDUREEVENTS_MV.csv.gz +Reusing existing connection to physionet.org:443. +HTTP request sent, awaiting response... 200 OK +Length: 7814321 (7.5M) [application/gzip] +Saving to: ‘data/PROCEDUREEVENTS_MV.csv.gz’ + + 0K .......... .......... .......... .......... .......... 0% 621K 12s + 50K .......... .......... .......... .......... .......... 1% 595K 12s + 100K .......... .......... .......... .......... .......... 1% 553K 13s + 150K .......... .......... .......... .......... .......... 2% 570K 13s + 200K .......... .......... .......... .......... .......... 3% 370K 14s + 250K .......... .......... .......... .......... .......... 3% 994K 13s + 300K .......... .......... .......... .......... .......... 4% 419K 13s + 350K .......... .......... 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+ 1700K .......... .......... .......... .......... .......... 22% 475K 13s + 1750K .......... .......... .......... .......... .......... 23% 489K 13s + 1800K .......... .......... .......... .......... .......... 24% 492K 13s + 1850K .......... .......... .......... .......... .......... 24% 492K 12s + 1900K .......... .......... .......... .......... .......... 25% 544K 12s + 1950K .......... .......... .......... .......... .......... 26% 363K 12s + 2000K .......... .......... .......... .......... .......... 26% 595K 12s + 2050K .......... .......... .......... .......... .......... 27% 229K 12s + 2100K .......... .......... .......... .......... .......... 28% 244M 12s + 2150K .......... .......... .......... .......... .......... 28% 466K 12s + 2200K .......... .......... .......... .......... .......... 29% 396K 12s + 2250K .......... .......... .......... .......... .......... 30% 409K 12s + 2300K .......... .......... .......... .......... .......... 30% 419K 12s + 2350K 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31.2M 1s + 7000K .......... .......... .......... .......... .......... 92% 577K 1s + 7050K .......... .......... .......... .......... .......... 93% 391K 1s + 7100K .......... .......... .......... .......... .......... 93% 435K 1s + 7150K .......... .......... .......... .......... .......... 94% 364K 1s + 7200K .......... .......... .......... .......... .......... 95% 452K 1s + 7250K .......... .......... .......... .......... .......... 95% 477K 1s + 7300K .......... .......... .......... .......... .......... 96% 489K 1s + 7350K .......... .......... .......... .......... .......... 96% 569K 0s + 7400K .......... .......... .......... .......... .......... 97% 526K 0s + 7450K .......... .......... .......... .......... .......... 98% 498K 0s + 7500K .......... .......... .......... .......... .......... 98% 522K 0s + 7550K .......... .......... .......... .......... .......... 99% 415K 0s + 7600K .......... .......... .......... . 100% 1.12M=16s + +2024-09-25 21:01:37 (484 KB/s) - ‘data/PROCEDUREEVENTS_MV.csv.gz’ saved [7814321/7814321] + +--2024-09-25 21:01:37-- https://physionet.org/files/mimiciii/1.4/PROCEDURES_ICD.csv.gz +Reusing existing connection to physionet.org:443. +HTTP request sent, awaiting response... 200 OK +Length: 1795004 (1.7M) [application/gzip] +Saving to: ‘data/PROCEDURES_ICD.csv.gz’ + + 0K .......... .......... .......... .......... .......... 2% 559K 3s + 50K .......... .......... .......... .......... .......... 5% 545K 3s + 100K .......... .......... .......... .......... .......... 8% 560K 3s + 150K .......... .......... .......... .......... .......... 11% 561K 3s + 200K .......... .......... .......... .......... .......... 14% 590K 3s + 250K .......... .......... .......... .......... .......... 17% 560K 3s + 300K .......... .......... .......... .......... .......... 19% 570K 2s + 350K .......... .......... .......... .......... .......... 22% 445K 2s + 400K .......... .......... .......... .......... .......... 25% 564K 2s + 450K 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‘data/PROCEDURES_ICD.csv.gz’ saved [1795004/1795004] + +--2024-09-25 21:01:41-- https://physionet.org/files/mimiciii/1.4/SERVICES.csv.gz +Reusing existing connection to physionet.org:443. +HTTP request sent, awaiting response... 200 OK +Length: 1156392 (1.1M) [application/gzip] +Saving to: ‘data/SERVICES.csv.gz’ + + 0K .......... .......... .......... .......... .......... 4% 240K 4s + 50K .......... .......... .......... .......... .......... 8% 156M 2s + 100K .......... .......... .......... .......... .......... 13% 634K 2s + 150K .......... .......... .......... .......... .......... 17% 578K 2s + 200K .......... .......... .......... .......... .......... 22% 467K 2s + 250K .......... .......... .......... .......... .......... 26% 509K 2s + 300K .......... .......... .......... .......... .......... 30% 485K 2s + 350K .......... .......... .......... .......... .......... 35% 405K 1s + 400K .......... .......... .......... .......... .......... 39% 499K 1s + 450K .......... 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+ +2024-09-25 21:01:43 (545 KB/s) - ‘data/SERVICES.csv.gz’ saved [1156392/1156392] + +--2024-09-25 21:01:43-- https://physionet.org/files/mimiciii/1.4/TRANSFERS.csv.gz +Reusing existing connection to physionet.org:443. +HTTP request sent, awaiting response... 200 OK +Length: 5479949 (5.2M) [application/gzip] +Saving to: ‘data/TRANSFERS.csv.gz’ + + 0K .......... .......... .......... .......... .......... 0% 243K 22s + 50K .......... .......... .......... .......... .......... 1% 223M 11s + 100K .......... .......... .......... .......... .......... 2% 979K 9s + 150K .......... .......... .......... .......... .......... 3% 436K 10s + 200K .......... .......... .......... .......... .......... 4% 453K 10s + 250K .......... .......... .......... .......... .......... 5% 500K 10s + 300K .......... .......... .......... .......... .......... 6% 483K 10s + 350K .......... .......... .......... .......... .......... 7% 361K 10s + 400K .......... .......... .......... .......... .......... 8% 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SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS code_status; CREATE TABLE code_status AS +-- This query extracts: +-- i) a patient's first code status +-- ii) a patient's last code status +-- iii) the time of the first entry of DNR or CMO + +with t1 as +( + select icustay_id, charttime, value + -- use row number to identify first and last code status + , ROW_NUMBER() over (PARTITION BY icustay_id order by charttime) as rnfirst + , ROW_NUMBER() over (PARTITION BY icustay_id order by charttime desc) as rnlast + + -- coalesce the values + , case + when value in ('Full Code','Full code') then 1 + else 0 end as fullcode + , case + when value in ('Comfort Measures','Comfort measures only') then 1 + else 0 end as cmo + , case + when value = 'CPR Not Indicate' then 1 + else 0 end as dncpr -- only in CareVue, i.e. only possible for ~60-70% of patients + , case + when value in ('Do Not Intubate','DNI (do not intubate)','DNR / DNI') then 1 + else 0 end as dni + , case + when value in ('Do Not Resuscita','DNR (do not resuscitate)','DNR / DNI') then 1 + else 0 end as dnr + FROM chartevents + where itemid in (128, 223758) + and value is not null + and value != 'Other/Remarks' + -- exclude rows marked as error + AND (error IS NULL OR error = 0) +) +select ie.subject_id, ie.hadm_id, ie.icustay_id + -- first recorded code status + , max(case when rnfirst = 1 then t1.fullcode else null end) as fullcode_first + , max(case when rnfirst = 1 then t1.cmo else null end) as cmo_first + , max(case when rnfirst = 1 then t1.dnr else null end) as dnr_first + , max(case when rnfirst = 1 then t1.dni else null end) as dni_first + , max(case when rnfirst = 1 then t1.dncpr else null end) as dncpr_first + + -- last recorded code status + , max(case when rnlast = 1 then t1.fullcode else null end) as fullcode_last + , max(case when rnlast = 1 then t1.cmo else null end) as cmo_last + , max(case when rnlast = 1 then t1.dnr else null end) as dnr_last + , max(case when rnlast = 1 then t1.dni else null end) as dni_last + , max(case when rnlast = 1 then t1.dncpr else null end) as DNCPR_last + + -- were they *at any time* given a certain code status + , max(t1.fullcode) as fullcode + , max(t1.cmo) as cmo + , max(t1.dnr) as dnr + , max(t1.dni) as dni + , max(t1.dncpr) as dncpr + + -- time until their first DNR + , min(case when t1.dnr = 1 then t1.charttime else null end) + as dnr_first_charttime + , min(case when t1.dni = 1 then t1.charttime else null end) + as dni_first_charttime + , min(case when t1.dncpr = 1 then t1.charttime else null end) + as dncpr_first_charttime + + -- first code status of CMO + , min(case when t1.cmo = 1 then t1.charttime else null end) + as timecmo_chart + +FROM icustays ie +left join t1 + on ie.icustay_id = t1.icustay_id +group by ie.subject_id, ie.hadm_id, ie.icustay_id, ie.intime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_ahrq_v37.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_ahrq_v37.sql new file mode 100644 index 00000000..b0097f8e --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_ahrq_v37.sql @@ -0,0 +1,993 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS elixhauser_ahrq_v37; CREATE TABLE elixhauser_ahrq_v37 AS +-- This code uses the latest version of Elixhauser provided by AHRQ + +with eliflg as +( +select hadm_id, seq_num, icd9_code +-- note that these codes will seem incomplete at first +-- for example, CHF is missing a lot of codes referenced in the literature (402.11, 402.91, etc) +-- these codes are captured by hypertension flags instead +-- later there are some complicated rules which confirm/reject those codes as chf +, CASE + when icd9_code = '39891' then 1 + when icd9_code between '4280' and '4289' then 1 + end as chf /* Congestive heart failure */ + +-- cardiac arrhythmias is removed in up to date versions +, case + when icd9_code = '42610' then 1 + when icd9_code = '42611' then 1 + when icd9_code = '42613' then 1 + when icd9_code between '4262' and '42653' then 1 + when icd9_code between '4266' and '42689' then 1 + when icd9_code = '4270' then 1 + when icd9_code = '4272' then 1 + when icd9_code = '42731' then 1 + when icd9_code = '42760' then 1 + when icd9_code = '4279' then 1 + when icd9_code = '7850' then 1 + when icd9_code between 'V450' and 'V4509' then 1 + when icd9_code between 'V533' and 'V5339' then 1 + end as arythm /* Cardiac arrhythmias */ + +, CASE + when icd9_code between '09320' and '09324' then 1 + when icd9_code between '3940' and '3971' then 1 + when icd9_code = '3979' then 1 + when icd9_code between '4240' and '42499' then 1 + when icd9_code between '7463' and '7466' then 1 + when icd9_code = 'V422' then 1 + when icd9_code = 'V433' then 1 + end as valve /* Valvular disease */ + +, CASE + when icd9_code between '41511' and '41519' then 1 + when icd9_code between '4160' and '4169' then 1 + when icd9_code = '4179' then 1 + end as pulmcirc /* Pulmonary circulation disorder */ + +, CASE + when icd9_code between '4400' and '4409' then 1 + when icd9_code between '44100' and '4419' then 1 + when icd9_code between '4420' and '4429' then 1 + when icd9_code between '4431' and '4439' then 1 + when icd9_code between '44421' and '44422' then 1 + when icd9_code = '4471' then 1 + when icd9_code = '449' then 1 + when icd9_code = '5571' then 1 + when icd9_code = '5579' then 1 + when icd9_code = 'V434' then 1 + end as perivasc /* Peripheral vascular disorder */ + +, CASE + when icd9_code = '4011' then 1 + when icd9_code = '4019' then 1 + when icd9_code between '64200' and '64204' then 1 + end as htn /* Hypertension, uncomplicated */ + +, CASE + when icd9_code = '4010' then 1 + when icd9_code = '4372' then 1 + end as htncx /* Hypertension, complicated */ + + + /******************************************************************/ + /* The following are special, temporary formats used in the */ + /* creation of the hypertension complicated comorbidity when */ + /* overlapping with congestive heart failure or renal failure */ + /* occurs. These temporary formats are referenced in the program */ + /* called comoanaly2009.txt. */ + /******************************************************************/ +, CASE + when icd9_code between '64220' and '64224' then 1 + end as htnpreg /* Pre-existing hypertension complicating pregnancy */ + +, CASE + when icd9_code = '40200' then 1 + when icd9_code = '40210' then 1 + when icd9_code = '40290' then 1 + when icd9_code = '40509' then 1 + when icd9_code = '40519' then 1 + when icd9_code = '40599' then 1 + end as htnwochf /* Hypertensive heart disease without heart failure */ + +, CASE + when icd9_code = '40201' then 1 + when icd9_code = '40211' then 1 + when icd9_code = '40291' then 1 + end as htnwchf /* Hypertensive heart disease with heart failure */ + +, CASE + when icd9_code = '40300' then 1 + when icd9_code = '40310' then 1 + when icd9_code = '40390' then 1 + when icd9_code = '40501' then 1 + when icd9_code = '40511' then 1 + when icd9_code = '40591' then 1 + when icd9_code between '64210' and '64214' then 1 + end as hrenworf /* Hypertensive renal disease without renal failure */ + +, CASE + when icd9_code = '40301' then 1 + when icd9_code = '40311' then 1 + when icd9_code = '40391' then 1 + end as hrenwrf /* Hypertensive renal disease with renal failure */ + +, CASE + when icd9_code = '40400' then 1 + when icd9_code = '40410' then 1 + when icd9_code = '40490' then 1 + end as hhrwohrf /* Hypertensive heart and renal disease without heart or renal failure */ + +, CASE + when icd9_code = '40401' then 1 + when icd9_code = '40411' then 1 + when icd9_code = '40491' then 1 + end as hhrwchf /* Hypertensive heart and renal disease with heart failure */ + +, CASE + when icd9_code = '40402' then 1 + when icd9_code = '40412' then 1 + when icd9_code = '40492' then 1 + end as hhrwrf /* Hypertensive heart and renal disease with renal failure */ + +, CASE + when icd9_code = '40403' then 1 + when icd9_code = '40413' then 1 + when icd9_code = '40493' then 1 + end as hhrwhrf /* Hypertensive heart and renal disease with heart and renal failure */ + +, CASE + when icd9_code between '64270' and '64274' then 1 + when icd9_code between '64290' and '64294' then 1 + end as ohtnpreg /* Other hypertension in pregnancy */ + + /******************** End Temporary Formats ***********************/ + +, CASE + when icd9_code between '3420' and '3449' then 1 + when icd9_code between '43820' and '43853' then 1 + when icd9_code = '78072' then 1 + end as para /* Paralysis */ + +, CASE + when icd9_code between '3300' and '3319' then 1 + when icd9_code = '3320' then 1 + when icd9_code = '3334' then 1 + when icd9_code = '3335' then 1 + when icd9_code = '3337' then 1 + when icd9_code in ('33371','33372','33379','33385','33394') then 1 + when icd9_code between '3340' and '3359' then 1 + when icd9_code = '3380' then 1 + when icd9_code = '340' then 1 + when icd9_code between '3411' and '3419' then 1 + when icd9_code between '34500' and '34511' then 1 + when icd9_code between '3452' and '3453' then 1 + when icd9_code between '34540' and '34591' then 1 + when icd9_code between '34700' and '34701' then 1 + when icd9_code between '34710' and '34711' then 1 + when icd9_code = '3483' then 1 -- discontinued icd-9 + when icd9_code between '64940' and '64944' then 1 + when icd9_code = '7687' then 1 + when icd9_code between '76870' and '76873' then 1 + when icd9_code = '7803' then 1 + when icd9_code = '78031' then 1 + when icd9_code = '78032' then 1 + when icd9_code = '78033' then 1 + when icd9_code = '78039' then 1 + when icd9_code = '78097' then 1 + when icd9_code = '7843' then 1 + end as neuro /* Other neurological */ + +, CASE + when icd9_code between '490' and '4928' then 1 + when icd9_code between '49300' and '49392' then 1 + when icd9_code between '494' and '4941' then 1 + when icd9_code between '4950' and '505' then 1 + when icd9_code = '5064' then 1 + end as chrnlung /* Chronic pulmonary disease */ + +, CASE + when icd9_code between '25000' and '25033' then 1 + when icd9_code between '64800' and '64804' then 1 + when icd9_code between '24900' and '24931' then 1 + end as dm /* Diabetes w/o chronic complications*/ + +, CASE + when icd9_code between '25040' and '25093' then 1 + when icd9_code = '7751' then 1 + when icd9_code between '24940' and '24991' then 1 + end as dmcx /* Diabetes w/ chronic complications */ + +, CASE + when icd9_code between '243' and '2442' then 1 + when icd9_code = '2448' then 1 + when icd9_code = '2449' then 1 + end as hypothy /* Hypothyroidism */ + +, CASE + when icd9_code = '585' then 1 -- discontinued code + when icd9_code = '5853' then 1 + when icd9_code = '5854' then 1 + when icd9_code = '5855' then 1 + when icd9_code = '5856' then 1 + when icd9_code = '5859' then 1 + when icd9_code = '586' then 1 + when icd9_code = 'V420' then 1 + when icd9_code = 'V451' then 1 + when icd9_code between 'V560' and 'V5632' then 1 + when icd9_code = 'V568' then 1 + when icd9_code between 'V4511' and 'V4512' then 1 + end as renlfail /* Renal failure */ + +, CASE + when icd9_code = '07022' then 1 + when icd9_code = '07023' then 1 + when icd9_code = '07032' then 1 + when icd9_code = '07033' then 1 + when icd9_code = '07044' then 1 + when icd9_code = '07054' then 1 + when icd9_code = '4560' then 1 + when icd9_code = '4561' then 1 + when icd9_code = '45620' then 1 + when icd9_code = '45621' then 1 + when icd9_code = '5710' then 1 + when icd9_code = '5712' then 1 + when icd9_code = '5713' then 1 + when icd9_code between '57140' and '57149' then 1 + when icd9_code = '5715' then 1 + when icd9_code = '5716' then 1 + when icd9_code = '5718' then 1 + when icd9_code = '5719' then 1 + when icd9_code = '5723' then 1 + when icd9_code = '5728' then 1 + when icd9_code = '5735' then 1 + when icd9_code = 'V427' then 1 + end as liver /* Liver disease */ + +, CASE + when icd9_code = '53141' then 1 + when icd9_code = '53151' then 1 + when icd9_code = '53161' then 1 + when icd9_code = '53170' then 1 + when icd9_code = '53171' then 1 + when icd9_code = '53191' then 1 + when icd9_code = '53241' then 1 + when icd9_code = '53251' then 1 + when icd9_code = '53261' then 1 + when icd9_code = '53270' then 1 + when icd9_code = '53271' then 1 + when icd9_code = '53291' then 1 + when icd9_code = '53341' then 1 + when icd9_code = '53351' then 1 + when icd9_code = '53361' then 1 + when icd9_code = '53370' then 1 + when icd9_code = '53371' then 1 + when icd9_code = '53391' then 1 + when icd9_code = '53441' then 1 + when icd9_code = '53451' then 1 + when icd9_code = '53461' then 1 + when icd9_code = '53470' then 1 + when icd9_code = '53471' then 1 + when icd9_code = '53491' then 1 + end as ulcer /* Chronic Peptic ulcer disease (includes bleeding only if obstruction is also present) */ + +, CASE + when icd9_code between '042' and '0449' then 1 + end as aids /* HIV and AIDS */ + +, CASE + when icd9_code between '20000' and '20238' then 1 + when icd9_code between '20250' and '20301' then 1 + when icd9_code = '2386' then 1 + when icd9_code = '2733' then 1 + when icd9_code between '20302' and '20382' then 1 + end as lymph /* Lymphoma */ + +, CASE + when icd9_code between '1960' and '1991' then 1 + when icd9_code between '20970' and '20975' then 1 + when icd9_code = '20979' then 1 + when icd9_code = '78951' then 1 + end as mets /* Metastatic cancer */ + +, CASE + when icd9_code between '1400' and '1729' then 1 + when icd9_code between '1740' and '1759' then 1 + when icd9_code between '179' and '1958' then 1 + when icd9_code between '20900' and '20924' then 1 + when icd9_code between '20925' and '2093' then 1 + when icd9_code between '20930' and '20936' then 1 + when icd9_code between '25801' and '25803' then 1 + end as tumor /* Solid tumor without metastasis */ + +, CASE + when icd9_code = '7010' then 1 + when icd9_code between '7100' and '7109' then 1 + when icd9_code between '7140' and '7149' then 1 + when icd9_code between '7200' and '7209' then 1 + when icd9_code = '725' then 1 + end as arth /* Rheumatoid arthritis/collagen vascular diseases */ + +, CASE + when icd9_code between '2860' and '2869' then 1 + when icd9_code = '2871' then 1 + when icd9_code between '2873' and '2875' then 1 + when icd9_code between '64930' and '64934' then 1 + when icd9_code = '28984' then 1 + end as coag /* Coagulation deficiency */ + +, CASE + when icd9_code = '2780' then 1 + when icd9_code = '27800' then 1 + when icd9_code = '27801' then 1 + when icd9_code = '27803' then 1 + when icd9_code between '64910' and '64914' then 1 + when icd9_code between 'V8530' and 'V8539' then 1 + when icd9_code = 'V854' then 1 -- hierarchy used for AHRQ v3.6 and earlier + when icd9_code between 'V8541' and 'V8545' then 1 + when icd9_code = 'V8554' then 1 + when icd9_code = '79391' then 1 + end as obese /* Obesity */ + +, CASE + when icd9_code between '260' and '2639' then 1 + when icd9_code between '78321' and '78322' then 1 + end as wghtloss /* Weight loss */ + +, CASE + when icd9_code between '2760' and '2769' then 1 + end as lytes /* Fluid and electrolyte disorders - note: + this comorbidity should be dropped when + used with the AHRQ Patient Safety Indicators*/ +, CASE + when icd9_code = '2800' then 1 + when icd9_code between '64820' and '64824' then 1 + end as bldloss /* Blood loss anemia */ + +, CASE + when icd9_code between '2801' and '2819' then 1 + when icd9_code between '28521' and '28529' then 1 + when icd9_code = '2859' then 1 + end as anemdef /* Deficiency anemias */ + +, CASE + when icd9_code between '2910' and '2913' then 1 + when icd9_code = '2915' then 1 + when icd9_code = '2918' then 1 + when icd9_code = '29181' then 1 + when icd9_code = '29182' then 1 + when icd9_code = '29189' then 1 + when icd9_code = '2919' then 1 + when icd9_code between '30300' and '30393' then 1 + when icd9_code between '30500' and '30503' then 1 + end as alcohol /* Alcohol abuse */ + +, CASE + when icd9_code = '2920' then 1 + when icd9_code between '29282' and '29289' then 1 + when icd9_code = '2929' then 1 + when icd9_code between '30400' and '30493' then 1 + when icd9_code between '30520' and '30593' then 1 + when icd9_code between '64830' and '64834' then 1 + end as drug /* Drug abuse */ + +, CASE + when icd9_code between '29500' and '2989' then 1 + when icd9_code = '29910' then 1 + when icd9_code = '29911' then 1 + end as psych /* Psychoses */ + +, CASE + when icd9_code = '3004' then 1 + when icd9_code = '30112' then 1 + when icd9_code = '3090' then 1 + when icd9_code = '3091' then 1 + when icd9_code = '311' then 1 + end as depress /* Depression */ +from diagnoses_icd icd +WHERE seq_num = 1 +) +-- collapse the icd9_code specific flags into hadm_id specific flags +-- this groups comorbidities together for a single patient admission +, eligrp as +( + select hadm_id + , max(chf) as chf + , max(arythm) as arythm + , max(valve) as valve + , max(pulmcirc) as pulmcirc + , max(perivasc) as perivasc + , max(htn) as htn + , max(htncx) as htncx + , max(htnpreg) as htnpreg + , max(htnwochf) as htnwochf + , max(htnwchf) as htnwchf + , max(hrenworf) as hrenworf + , max(hrenwrf) as hrenwrf + , max(hhrwohrf) as hhrwohrf + , max(hhrwchf) as hhrwchf + , max(hhrwrf) as hhrwrf + , max(hhrwhrf) as hhrwhrf + , max(ohtnpreg) as ohtnpreg + , max(para) as para + , max(neuro) as neuro + , max(chrnlung) as chrnlung + , max(dm) as dm + , max(dmcx) as dmcx + , max(hypothy) as hypothy + , max(renlfail) as renlfail + , max(liver) as liver + , max(ulcer) as ulcer + , max(aids) as aids + , max(lymph) as lymph + , max(mets) as mets + , max(tumor) as tumor + , max(arth) as arth + , max(coag) as coag + , max(obese) as obese + , max(wghtloss) as wghtloss + , max(lytes) as lytes + , max(bldloss) as bldloss + , max(anemdef) as anemdef + , max(alcohol) as alcohol + , max(drug) as drug + , max(psych) as psych + , max(depress) as depress +from eliflg +group by hadm_id +) + +-- DRG FILTER -- +, msdrg as +( +select + hadm_id +/**** V29 MS-DRG Formats ****/ + +/* Cardiac */ +, case + when d.drg_code between 001 and 002 then 1 + when d.drg_code between 215 and 238 then 1 + when d.drg_code between 242 and 252 then 1 + when d.drg_code between 253 and 254 then 1 + when d.drg_code between 258 and 262 then 1 + when d.drg_code between 265 and 267 then 1 + when d.drg_code between 280 and 293 then 1 + when d.drg_code between 296 and 298 then 1 + when d.drg_code between 302 and 303 then 1 + when d.drg_code between 306 and 313 then 1 +else 0 end as carddrg + +/* Peripheral vascular */ +, case + when d.drg_code between 299 and 301 then 1 +else 0 end as peridrg + +/* Renal */ +, case + when d.drg_code = 652 then 1 + when d.drg_code between 656 and 661 then 1 + when d.drg_code between 673 and 675 then 1 + when d.drg_code between 682 and 700 then 1 +else 0 end as renaldrg + +/* Nervous system */ +, case + when d.drg_code between 020 and 042 then 1 + when d.drg_code between 052 and 103 then 1 +else 0 end as nervdrg + +/* Cerebrovascular */ +, case + when d.drg_code between 020 and 022 then 1 + when d.drg_code between 034 and 039 then 1 + when d.drg_code between 064 and 072 then 1 +else 0 end as ceredrg + +/* COPD asthma */ +, case + when d.drg_code between 190 and 192 then 1 + when d.drg_code between 202 and 203 then 1 +else 0 end as pulmdrg + +/* Diabetes */ +, case + when d.drg_code between 637 and 639 then 1 +else 0 end as DIABDRG + +/* Thyroid endocrine */ +, case + when d.drg_code between 625 and 627 then 1 + when d.drg_code between 643 and 645 then 1 +else 0 end as hypodrg + +/* Kidney transp, renal fail/dialysis */ +, case + when d.drg_code = 652 then 1 + when d.drg_code between 682 and 685 then 1 +else 0 end as renfdrg + +/* Liver */ +, case + when d.drg_code between 420 and 425 then 1 + when d.drg_code between 432 and 434 then 1 + when d.drg_code between 441 and 446 then 1 +else 0 end as liverdrg + +/* GI hemorrhage or ulcer */ +, case + when d.drg_code between 377 and 384 then 1 +else 0 end as ulcedrg + +/* Human immunodeficiency virus */ +, case + when d.drg_code between 969 and 970 then 1 + when d.drg_code between 974 and 977 then 1 +else 0 end as hivdrg + +/* Leukemia/lymphoma */ +, case + when d.drg_code between 820 and 830 then 1 + when d.drg_code between 834 and 849 then 1 +else 0 end as leukdrg + +/* Cancer, lymphoma */ +, case + when d.drg_code = 054 then 1 + when d.drg_code = 055 then 1 + when d.drg_code between 146 and 148 then 1 + when d.drg_code between 180 and 182 then 1 + when d.drg_code between 374 and 376 then 1 + when d.drg_code between 435 and 437 then 1 + when d.drg_code between 542 and 544 then 1 + when d.drg_code between 582 and 585 then 1 + when d.drg_code between 597 and 599 then 1 + when d.drg_code between 656 and 658 then 1 + when d.drg_code between 686 and 688 then 1 + when d.drg_code between 715 and 716 then 1 + when d.drg_code between 722 and 724 then 1 + when d.drg_code between 736 and 741 then 1 + when d.drg_code between 754 and 756 then 1 + when d.drg_code between 826 and 830 then 1 + when d.drg_code between 843 and 849 then 1 +else 0 end as cancdrg + +/* Connective tissue */ +, case + when d.drg_code between 545 and 547 then 1 +else 0 end as arthdrg + +/* Nutrition/metabolic */ +, case + when d.drg_code between 640 and 641 then 1 +else 0 end as nutrdrg + +/* Anemia */ +, case + when d.drg_code between 808 and 812 then 1 +else 0 end as anemdrg + +/* Alcohol drug */ +, case + when d.drg_code between 894 and 897 then 1 +else 0 end as alcdrg + +/*Coagulation disorders*/ +, case + when d.drg_code = 813 then 1 +else 0 end as coagdrg + +/*Hypertensive Complicated */ +, case + when d.drg_code = 077 then 1 + when d.drg_code = 078 then 1 + when d.drg_code = 304 then 1 +else 0 end as htncxdrg + +/*Hypertensive Uncomplicated */ +, case + when d.drg_code = 079 then 1 + when d.drg_code = 305 then 1 +else 0 end as htndrg + +/* Psychoses */ +, case + when d.drg_code = 885 then 1 +else 0 end as psydrg + +/* Obesity */ +, case + when d.drg_code between 619 and 621 then 1 +else 0 end as obesedrg + +/* Depressive Neuroses */ +, case + when d.drg_code = 881 then 1 +else 0 end as deprsdrg + +from +( + select hadm_id, drg_type, cast(drg_code as numeric) as drg_code + from drgcodes + where drg_type = 'MS' +) d + +) +, hcfadrg as +( +select + hadm_id + + /** V24 DRG Formats **/ + + /* Cardiac */ + , case + when d.drg_code between 103 and 112 then 1 + when d.drg_code between 115 and 118 then 1 + when d.drg_code between 121 and 127 then 1 + when d.drg_code = 129 then 1 + when d.drg_code = 132 then 1 + when d.drg_code = 133 then 1 + when d.drg_code between 135 and 143 then 1 + when d.drg_code between 514 and 518 then 1 + when d.drg_code between 525 and 527 then 1 + when d.drg_code between 535 and 536 then 1 + when d.drg_code between 547 and 550 then 1 + when d.drg_code between 551 and 558 then 1 + else 0 end as carddrg + + /* Peripheral vascular */ + , case + when d.drg_code = 130 then 1 + when d.drg_code = 131 then 1 + else 0 end as peridrg + + /* Renal */ + , case + when d.drg_code between 302 and 305 then 1 + when d.drg_code between 315 and 333 then 1 + + else 0 end as renaldrg + + /* Nervous system */ + , case + when d.drg_code between 1 and 35 then 1 + when d.drg_code = 524 then 1 + when d.drg_code between 528 and 534 then 1 + when d.drg_code = 543 then 1 + when d.drg_code between 559 and 564 then 1 + when d.drg_code = 577 then 1 + + else 0 end as nervdrg + + /* Cerebrovascular */ + , case + when d.drg_code = 5 then 1 + when d.drg_code between 14 and 17 then 1 + when d.drg_code = 524 then 1 + when d.drg_code = 528 then 1 + when d.drg_code between 533 and 534 then 1 + when d.drg_code = 577 then 1 + else 0 end as ceredrg + + /* COPD asthma */ + , case + when d.drg_code = 88 then 1 + when d.drg_code between 96 and 98 then 1 + + else 0 end as pulmdrg + + /* Diabetes */ + , case + when d.drg_code = 294 then 1 + when d.drg_code = 295 then 1 + else 0 end as diabdrg + + /* Thyroid endocrine */ + , case + when d.drg_code = 290 then 1 + when d.drg_code = 300 then 1 + when d.drg_code = 301 then 1 + + else 0 end as hypodrg + + /* Kidney transp, renal fail/dialysis */ + , case + when d.drg_code = 302 then 1 + when d.drg_code = 316 then 1 + when d.drg_code = 317 then 1 + else 0 end as renfdrg + + /* Liver */ + , case + when d.drg_code between 199 and 202 then 1 + when d.drg_code between 205 and 208 then 1 + + else 0 end as liverdrg + + /* GI hemorrhage or ulcer */ + , case + when d.drg_code between 174 and 178 then 1 + else 0 end as ulcedrg + + /* Human immunodeficiency virus */ + , case + when d.drg_code = 488 then 1 + when d.drg_code = 489 then 1 + when d.drg_code = 490 then 1 + + else 0 end as hivdrg + + /* Leukemia/lymphoma */ + , case + when d.drg_code between 400 and 414 then 1 + when d.drg_code = 473 then 1 + when d.drg_code = 492 then 1 + when d.drg_code between 539 and 540 then 1 + + else 0 end as leukdrg + + /* Cancer, lymphoma */ + , case + when d.drg_code = 10 then 1 + when d.drg_code = 11 then 1 + when d.drg_code = 64 then 1 + when d.drg_code = 82 then 1 + when d.drg_code = 172 then 1 + when d.drg_code = 173 then 1 + when d.drg_code = 199 then 1 + when d.drg_code = 203 then 1 + when d.drg_code = 239 then 1 + + when d.drg_code between 257 and 260 then 1 + when d.drg_code = 274 then 1 + when d.drg_code = 275 then 1 + when d.drg_code = 303 then 1 + when d.drg_code = 318 then 1 + when d.drg_code = 319 then 1 + + when d.drg_code = 338 then 1 + when d.drg_code = 344 then 1 + when d.drg_code = 346 then 1 + when d.drg_code = 347 then 1 + when d.drg_code = 354 then 1 + when d.drg_code = 355 then 1 + when d.drg_code = 357 then 1 + when d.drg_code = 363 then 1 + when d.drg_code = 366 then 1 + + when d.drg_code = 367 then 1 + when d.drg_code between 406 and 414 then 1 + else 0 end as cancdrg + + /* Connective tissue */ + , case + when d.drg_code = 240 then 1 + when d.drg_code = 241 then 1 + else 0 end as arthdrg + + /* Nutrition/metabolic */ + , case + when d.drg_code between 296 and 298 then 1 + else 0 end as nutrdrg + + /* Anemia */ + , case + when d.drg_code = 395 then 1 + when d.drg_code = 396 then 1 + when d.drg_code = 574 then 1 + else 0 end as anemdrg + + /* Alcohol drug */ + , case + when d.drg_code between 433 and 437 then 1 + when d.drg_code between 521 and 523 then 1 + else 0 end as alcdrg + + /* Coagulation disorders */ + , case + when d.drg_code = 397 then 1 + else 0 end as coagdrg + + /* Hypertensive Complicated */ + , case + when d.drg_code = 22 then 1 + when d.drg_code = 134 then 1 + else 0 end as htncxdrg + + /* Hypertensive Uncomplicated */ + , case + when d.drg_code = 134 then 1 + else 0 end as htndrg + + /* Psychoses */ + , case + when d.drg_code = 430 then 1 + else 0 end as psydrg + + /* Obesity */ + , case + when d.drg_code = 288 then 1 + else 0 end as obesedrg + + /* Depressive Neuroses */ + , case + when d.drg_code = 426 then 1 + else 0 end as deprsdrg + + from + ( + select hadm_id, drg_type, cast(drg_code as numeric) as drg_code + from drgcodes + where drg_type = 'HCFA' + ) d +) +-- merge DRG groups together +, drggrp as +( + select hadm_id +, max(carddrg) as carddrg +, max(peridrg) as peridrg +, max(renaldrg) as renaldrg +, max(nervdrg) as nervdrg +, max(ceredrg) as ceredrg +, max(pulmdrg) as pulmdrg +, max(diabdrg) as diabdrg +, max(hypodrg) as hypodrg +, max(renfdrg) as renfdrg +, max(liverdrg) as liverdrg +, max(ulcedrg) as ulcedrg +, max(hivdrg) as hivdrg +, max(leukdrg) as leukdrg +, max(cancdrg) as cancdrg +, max(arthdrg) as arthdrg +, max(nutrdrg) as nutrdrg +, max(anemdrg) as anemdrg +, max(alcdrg) as alcdrg +, max(coagdrg) as coagdrg +, max(htncxdrg) as htncxdrg +, max(htndrg) as htndrg +, max(psydrg) as psydrg +, max(obesedrg) as obesedrg +, max(deprsdrg) as deprsdrg +from +( + select d1.* from msdrg d1 + UNION DISTINCT + select d1.* from hcfadrg d1 +) d +group by d.hadm_id +) +-- now merge these flags together to define elixhauser +-- most are straightforward.. but hypertension flags are a bit more complicated +select adm.subject_id, adm.hadm_id +, case + when carddrg = 1 then 0 -- DRG filter + + when chf = 1 then 1 + when htnwchf = 1 then 1 + when hhrwchf = 1 then 1 + when hhrwhrf = 1 then 1 + else 0 end as congestive_heart_failure +, case + when carddrg = 1 then 0 -- DRG filter + when arythm = 1 then 1 + else 0 end as cardiac_arrhythmias +, case + when carddrg = 1 then 0 + when valve = 1 then 1 + else 0 end as valvular_disease +, case + when carddrg = 1 or pulmdrg = 1 then 0 + when pulmcirc = 1 then 1 + else 0 end as pulmonary_circulation +, case + when peridrg = 1 then 0 + when perivasc = 1 then 1 + else 0 end as peripheral_vascular + +-- we combine 'htn' and 'htncx' into 'HYPERTENSION' +-- note 'htn' (hypertension) is only 1 if 'htncx' (complicated hypertension) is 0 +-- also if htncxdrg = 1, then htndrg = 1 + +-- In the original Sas code, it appears that: +-- HTN can be 1 +-- HTNCX is set to 0 by DRGs +-- but HTN_C is still 1, because HTN is 1 +-- so we have to do this complex addition. +, +case + when +( +-- first hypertension +case + when htndrg = 0 then 0 + when htn = 1 then 1 +else 0 end +) ++ +( +-- next complicated hypertension +case + when htncx = 1 and htncxdrg = 1 then 0 + + when htnpreg = 1 and htncxdrg = 1 then 0 + when htnwochf = 1 and (htncxdrg = 1 OR carddrg = 1) then 0 + when htnwchf = 1 and htncxdrg = 1 then 0 + when htnwchf = 1 and carddrg = 1 then 0 + when hrenworf = 1 and (htncxdrg = 1 or renaldrg = 1) then 0 + when hrenwrf = 1 and htncxdrg = 1 then 0 + when hrenwrf = 1 and renaldrg = 1 then 0 + when hhrwohrf = 1 and (htncxdrg = 1 or carddrg = 1 or renaldrg = 1) then 0 + when hhrwchf = 1 and (htncxdrg = 1 or carddrg = 1 or renaldrg = 1) then 0 + when hhrwrf = 1 and (htncxdrg = 1 or carddrg = 1 or renaldrg = 1) then 0 + when hhrwhrf = 1 and (htncxdrg = 1 or carddrg = 1 or renaldrg = 1) then 0 + when ohtnpreg = 1 and (htncxdrg = 1 or carddrg = 1 or renaldrg = 1) then 0 + + when htncx = 1 then 1 + when htnpreg = 1 then 1 + when htnwochf = 1 then 1 + when htnwchf = 1 then 1 + when hrenworf = 1 then 1 + when hrenwrf = 1 then 1 + when hhrwohrf = 1 then 1 + when hhrwchf = 1 then 1 + when hhrwrf = 1 then 1 + when hhrwhrf = 1 then 1 + when ohtnpreg = 1 then 1 + else 0 end +) + > 0 then 1 else 0 end as hypertension + +, case when ceredrg = 1 then 0 when para = 1 then 1 else 0 end as paralysis +, case when nervdrg = 1 then 0 when neuro = 1 then 1 else 0 end as other_neurological +, case when pulmdrg = 1 then 0 when chrnlung = 1 then 1 else 0 end as chronic_pulmonary +, case + -- only the more severe comorbidity (complicated diabetes) is kept + when diabdrg = 1 then 0 + when dmcx = 1 then 0 + when dm = 1 then 1 + else 0 end as diabetes_uncomplicated +, case when diabdrg = 1 then 0 when dmcx = 1 then 1 else 0 end as diabetes_complicated +, case when hypodrg = 1 then 0 when hypothy = 1 then 1 else 0 end as hypothyroidism +, case + when renaldrg = 1 then 0 + when renlfail = 1 then 1 + when hrenwrf = 1 then 1 + when hhrwrf = 1 then 1 + when hhrwhrf = 1 then 1 + else 0 end as renal_failure + +, case when liverdrg = 1 then 0 when liver = 1 then 1 else 0 end as liver_disease +, case when ulcedrg = 1 then 0 when ulcer = 1 then 1 else 0 end as peptic_ulcer +, case when hivdrg = 1 then 0 when aids = 1 then 1 else 0 end as aids +, case when leukdrg = 1 then 0 when lymph = 1 then 1 else 0 end as lymphoma +, case when cancdrg = 1 then 0 when mets = 1 then 1 else 0 end as metastatic_cancer +, case + when cancdrg = 1 then 0 + -- only the more severe comorbidity (metastatic cancer) is kept + when mets = 1 then 0 + when tumor = 1 then 1 + else 0 end as solid_tumor +, case when arthdrg = 1 then 0 when arth = 1 then 1 else 0 end as rheumatoid_arthritis +, case when coagdrg = 1 then 0 when coag = 1 then 1 else 0 end as coagulopathy +, case when nutrdrg = 1 + OR obesedrg = 1 then 0 when obese = 1 then 1 else 0 end as obesity +, case when nutrdrg = 1 then 0 when wghtloss = 1 then 1 else 0 end as weight_loss +, case when nutrdrg = 1 then 0 when lytes = 1 then 1 else 0 end as fluid_electrolyte +, case when anemdrg = 1 then 0 when bldloss = 1 then 1 else 0 end as blood_loss_anemia +, case when anemdrg = 1 then 0 when anemdef = 1 then 1 else 0 end as deficiency_anemias +, case when alcdrg = 1 then 0 when alcohol = 1 then 1 else 0 end as alcohol_abuse +, case when alcdrg = 1 then 0 when drug = 1 then 1 else 0 end as drug_abuse +, case when psydrg = 1 then 0 when psych = 1 then 1 else 0 end as psychoses +, case when deprsdrg = 1 then 0 when depress = 1 then 1 else 0 end as depression + + +FROM admissions adm +left join eligrp eli + on adm.hadm_id = eli.hadm_id +left join drggrp d + on adm.hadm_id = d.hadm_id +order by adm.hadm_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_ahrq_v37_no_drg.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_ahrq_v37_no_drg.sql new file mode 100644 index 00000000..e481b365 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_ahrq_v37_no_drg.sql @@ -0,0 +1,523 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS elixhauser_ahrq_v37_no_drg; CREATE TABLE elixhauser_ahrq_v37_no_drg AS +-- This code uses the latest version of Elixhauser provided by AHRQ +-- However, it does *not* filter based on diagnosis related groups (DRGs) +-- As such, "comorbidities" identified are more likely to be associated with the primary reason for their hospital stay + +-- The code: +-- removes "primary" ICD9_CODE (seq_num != 1) +-- uses AHRQ published rules to define comorbidities +with +eliflg as +( +select hadm_id, seq_num, icd9_code +-- note that these codes will seem incomplete at first +-- for example, CHF is missing a lot of codes referenced in the literature (402.11, 402.91, etc) +-- these codes are captured by hypertension flags instead +-- later there are some complicated rules which confirm/reject those codes as chf +, CASE + when icd9_code = '39891' then 1 + when icd9_code between '4280' and '4289' then 1 + end as chf /* Congestive heart failure */ + +-- cardiac arrhythmias is removed in up to date versions +, case + when icd9_code = '42610' then 1 + when icd9_code = '42611' then 1 + when icd9_code = '42613' then 1 + when icd9_code between '4262' and '42653' then 1 + when icd9_code between '4266' and '42689' then 1 + when icd9_code = '4270' then 1 + when icd9_code = '4272' then 1 + when icd9_code = '42731' then 1 + when icd9_code = '42760' then 1 + when icd9_code = '4279' then 1 + when icd9_code = '7850' then 1 + when icd9_code between 'V450' and 'V4509' then 1 + when icd9_code between 'V533' and 'V5339' then 1 + end as arythm /* Cardiac arrhythmias */ + +, CASE + when icd9_code between '09320' and '09324' then 1 + when icd9_code between '3940' and '3971' then 1 + when icd9_code = '3979' then 1 + when icd9_code between '4240' and '42499' then 1 + when icd9_code between '7463' and '7466' then 1 + when icd9_code = 'V422' then 1 + when icd9_code = 'V433' then 1 + end as valve /* Valvular disease */ + +, CASE + when icd9_code between '41511' and '41519' then 1 + when icd9_code between '4160' and '4169' then 1 + when icd9_code = '4179' then 1 + end as pulmcirc /* Pulmonary circulation disorder */ + +, CASE + when icd9_code between '4400' and '4409' then 1 + when icd9_code between '44100' and '4419' then 1 + when icd9_code between '4420' and '4429' then 1 + when icd9_code between '4431' and '4439' then 1 + when icd9_code between '44421' and '44422' then 1 + when icd9_code = '4471' then 1 + when icd9_code = '449' then 1 + when icd9_code = '5571' then 1 + when icd9_code = '5579' then 1 + when icd9_code = 'V434' then 1 + end as perivasc /* Peripheral vascular disorder */ + +, CASE + when icd9_code = '4011' then 1 + when icd9_code = '4019' then 1 + when icd9_code between '64200' and '64204' then 1 + end as htn /* Hypertension, uncomplicated */ + +, CASE + when icd9_code = '4010' then 1 + when icd9_code = '4372' then 1 + end as htncx /* Hypertension, complicated */ + + + /******************************************************************/ + /* The following are special, temporary formats used in the */ + /* creation of the hypertension complicated comorbidity when */ + /* overlapping with congestive heart failure or renal failure */ + /* occurs. These temporary formats are referenced in the program */ + /* called comoanaly2009.txt. */ + /******************************************************************/ +, CASE + when icd9_code between '64220' and '64224' then 1 + end as htnpreg /* Pre-existing hypertension complicating pregnancy */ + +, CASE + when icd9_code = '40200' then 1 + when icd9_code = '40210' then 1 + when icd9_code = '40290' then 1 + when icd9_code = '40509' then 1 + when icd9_code = '40519' then 1 + when icd9_code = '40599' then 1 + end as htnwochf /* Hypertensive heart disease without heart failure */ + +, CASE + when icd9_code = '40201' then 1 + when icd9_code = '40211' then 1 + when icd9_code = '40291' then 1 + end as htnwchf /* Hypertensive heart disease with heart failure */ + +, CASE + when icd9_code = '40300' then 1 + when icd9_code = '40310' then 1 + when icd9_code = '40390' then 1 + when icd9_code = '40501' then 1 + when icd9_code = '40511' then 1 + when icd9_code = '40591' then 1 + when icd9_code between '64210' and '64214' then 1 + end as hrenworf /* Hypertensive renal disease without renal failure */ + +, CASE + when icd9_code = '40301' then 1 + when icd9_code = '40311' then 1 + when icd9_code = '40391' then 1 + end as hrenwrf /* Hypertensive renal disease with renal failure */ + +, CASE + when icd9_code = '40400' then 1 + when icd9_code = '40410' then 1 + when icd9_code = '40490' then 1 + end as hhrwohrf /* Hypertensive heart and renal disease without heart or renal failure */ + +, CASE + when icd9_code = '40401' then 1 + when icd9_code = '40411' then 1 + when icd9_code = '40491' then 1 + end as hhrwchf /* Hypertensive heart and renal disease with heart failure */ + +, CASE + when icd9_code = '40402' then 1 + when icd9_code = '40412' then 1 + when icd9_code = '40492' then 1 + end as hhrwrf /* Hypertensive heart and renal disease with renal failure */ + +, CASE + when icd9_code = '40403' then 1 + when icd9_code = '40413' then 1 + when icd9_code = '40493' then 1 + end as hhrwhrf /* Hypertensive heart and renal disease with heart and renal failure */ + +, CASE + when icd9_code between '64270' and '64274' then 1 + when icd9_code between '64290' and '64294' then 1 + end as ohtnpreg /* Other hypertension in pregnancy */ + + /******************** End Temporary Formats ***********************/ + +, CASE + when icd9_code between '3420' and '3449' then 1 + when icd9_code between '43820' and '43853' then 1 + when icd9_code = '78072' then 1 + end as para /* Paralysis */ + +, CASE + when icd9_code between '3300' and '3319' then 1 + when icd9_code = '3320' then 1 + when icd9_code = '3334' then 1 + when icd9_code = '3335' then 1 + when icd9_code = '3337' then 1 + when icd9_code in ('33371','33372','33379','33385','33394') then 1 + when icd9_code between '3340' and '3359' then 1 + when icd9_code = '3380' then 1 + when icd9_code = '340' then 1 + when icd9_code between '3411' and '3419' then 1 + when icd9_code between '34500' and '34511' then 1 + when icd9_code between '3452' and '3453' then 1 + when icd9_code between '34540' and '34591' then 1 + when icd9_code between '34700' and '34701' then 1 + when icd9_code between '34710' and '34711' then 1 + when icd9_code = '3483' then 1 -- discontinued icd-9 + when icd9_code between '64940' and '64944' then 1 + when icd9_code = '7687' then 1 + when icd9_code between '76870' and '76873' then 1 + when icd9_code = '7803' then 1 + when icd9_code = '78031' then 1 + when icd9_code = '78032' then 1 + when icd9_code = '78033' then 1 + when icd9_code = '78039' then 1 + when icd9_code = '78097' then 1 + when icd9_code = '7843' then 1 + end as neuro /* Other neurological */ + +, CASE + when icd9_code between '490' and '4928' then 1 + when icd9_code between '49300' and '49392' then 1 + when icd9_code between '494' and '4941' then 1 + when icd9_code between '4950' and '505' then 1 + when icd9_code = '5064' then 1 + end as chrnlung /* Chronic pulmonary disease */ + +, CASE + when icd9_code between '25000' and '25033' then 1 + when icd9_code between '64800' and '64804' then 1 + when icd9_code between '24900' and '24931' then 1 + end as dm /* Diabetes w/o chronic complications*/ + +, CASE + when icd9_code between '25040' and '25093' then 1 + when icd9_code = '7751' then 1 + when icd9_code between '24940' and '24991' then 1 + end as dmcx /* Diabetes w/ chronic complications */ + +, CASE + when icd9_code between '243' and '2442' then 1 + when icd9_code = '2448' then 1 + when icd9_code = '2449' then 1 + end as hypothy /* Hypothyroidism */ + +, CASE + when icd9_code = '585' then 1 -- discontinued code + when icd9_code = '5853' then 1 + when icd9_code = '5854' then 1 + when icd9_code = '5855' then 1 + when icd9_code = '5856' then 1 + when icd9_code = '5859' then 1 + when icd9_code = '586' then 1 + when icd9_code = 'V420' then 1 + when icd9_code = 'V451' then 1 + when icd9_code between 'V560' and 'V5632' then 1 + when icd9_code = 'V568' then 1 + when icd9_code between 'V4511' and 'V4512' then 1 + end as renlfail /* Renal failure */ + +, CASE + when icd9_code = '07022' then 1 + when icd9_code = '07023' then 1 + when icd9_code = '07032' then 1 + when icd9_code = '07033' then 1 + when icd9_code = '07044' then 1 + when icd9_code = '07054' then 1 + when icd9_code = '4560' then 1 + when icd9_code = '4561' then 1 + when icd9_code = '45620' then 1 + when icd9_code = '45621' then 1 + when icd9_code = '5710' then 1 + when icd9_code = '5712' then 1 + when icd9_code = '5713' then 1 + when icd9_code between '57140' and '57149' then 1 + when icd9_code = '5715' then 1 + when icd9_code = '5716' then 1 + when icd9_code = '5718' then 1 + when icd9_code = '5719' then 1 + when icd9_code = '5723' then 1 + when icd9_code = '5728' then 1 + when icd9_code = '5735' then 1 + when icd9_code = 'V427' then 1 + end as liver /* Liver disease */ + +, CASE + when icd9_code = '53141' then 1 + when icd9_code = '53151' then 1 + when icd9_code = '53161' then 1 + when icd9_code = '53170' then 1 + when icd9_code = '53171' then 1 + when icd9_code = '53191' then 1 + when icd9_code = '53241' then 1 + when icd9_code = '53251' then 1 + when icd9_code = '53261' then 1 + when icd9_code = '53270' then 1 + when icd9_code = '53271' then 1 + when icd9_code = '53291' then 1 + when icd9_code = '53341' then 1 + when icd9_code = '53351' then 1 + when icd9_code = '53361' then 1 + when icd9_code = '53370' then 1 + when icd9_code = '53371' then 1 + when icd9_code = '53391' then 1 + when icd9_code = '53441' then 1 + when icd9_code = '53451' then 1 + when icd9_code = '53461' then 1 + when icd9_code = '53470' then 1 + when icd9_code = '53471' then 1 + when icd9_code = '53491' then 1 + end as ulcer /* Chronic Peptic ulcer disease (includes bleeding only if obstruction is also present) */ + +, CASE + when icd9_code between '042' and '0449' then 1 + end as aids /* HIV and AIDS */ + +, CASE + when icd9_code between '20000' and '20238' then 1 + when icd9_code between '20250' and '20301' then 1 + when icd9_code = '2386' then 1 + when icd9_code = '2733' then 1 + when icd9_code between '20302' and '20382' then 1 + end as lymph /* Lymphoma */ + +, CASE + when icd9_code between '1960' and '1991' then 1 + when icd9_code between '20970' and '20975' then 1 + when icd9_code = '20979' then 1 + when icd9_code = '78951' then 1 + end as mets /* Metastatic cancer */ + +, CASE + when icd9_code between '1400' and '1729' then 1 + when icd9_code between '1740' and '1759' then 1 + when icd9_code between '179' and '1958' then 1 + when icd9_code between '20900' and '20924' then 1 + when icd9_code between '20925' and '2093' then 1 + when icd9_code between '20930' and '20936' then 1 + when icd9_code between '25801' and '25803' then 1 + end as tumor /* Solid tumor without metastasis */ + +, CASE + when icd9_code = '7010' then 1 + when icd9_code between '7100' and '7109' then 1 + when icd9_code between '7140' and '7149' then 1 + when icd9_code between '7200' and '7209' then 1 + when icd9_code = '725' then 1 + end as arth /* Rheumatoid arthritis/collagen vascular diseases */ + +, CASE + when icd9_code between '2860' and '2869' then 1 + when icd9_code = '2871' then 1 + when icd9_code between '2873' and '2875' then 1 + when icd9_code between '64930' and '64934' then 1 + when icd9_code = '28984' then 1 + end as coag /* Coagulation deficiency */ + +, CASE + when icd9_code = '2780' then 1 + when icd9_code = '27800' then 1 + when icd9_code = '27801' then 1 + when icd9_code = '27803' then 1 + when icd9_code between '64910' and '64914' then 1 + when icd9_code between 'V8530' and 'V8539' then 1 + when icd9_code = 'V854' then 1 -- hierarchy used for AHRQ v3.6 and earlier + when icd9_code between 'V8541' and 'V8545' then 1 + when icd9_code = 'V8554' then 1 + when icd9_code = '79391' then 1 + end as obese /* Obesity */ + +, CASE + when icd9_code between '260' and '2639' then 1 + when icd9_code between '78321' and '78322' then 1 + end as wghtloss /* Weight loss */ + +, CASE + when icd9_code between '2760' and '2769' then 1 + end as lytes /* Fluid and electrolyte disorders - note: + this comorbidity should be dropped when + used with the AHRQ Patient Safety Indicators*/ +, CASE + when icd9_code = '2800' then 1 + when icd9_code between '64820' and '64824' then 1 + end as bldloss /* Blood loss anemia */ + +, CASE + when icd9_code between '2801' and '2819' then 1 + when icd9_code between '28521' and '28529' then 1 + when icd9_code = '2859' then 1 + end as anemdef /* Deficiency anemias */ + +, CASE + when icd9_code between '2910' and '2913' then 1 + when icd9_code = '2915' then 1 + when icd9_code = '2918' then 1 + when icd9_code = '29181' then 1 + when icd9_code = '29182' then 1 + when icd9_code = '29189' then 1 + when icd9_code = '2919' then 1 + when icd9_code between '30300' and '30393' then 1 + when icd9_code between '30500' and '30503' then 1 + end as alcohol /* Alcohol abuse */ + +, CASE + when icd9_code = '2920' then 1 + when icd9_code between '29282' and '29289' then 1 + when icd9_code = '2929' then 1 + when icd9_code between '30400' and '30493' then 1 + when icd9_code between '30520' and '30593' then 1 + when icd9_code between '64830' and '64834' then 1 + end as drug /* Drug abuse */ + +, CASE + when icd9_code between '29500' and '2989' then 1 + when icd9_code = '29910' then 1 + when icd9_code = '29911' then 1 + end as psych /* Psychoses */ + +, CASE + when icd9_code = '3004' then 1 + when icd9_code = '30112' then 1 + when icd9_code = '3090' then 1 + when icd9_code = '3091' then 1 + when icd9_code = '311' then 1 + end as depress /* Depression */ +from diagnoses_icd icd +WHERE seq_num = 1 +) +-- collapse the icd9_code specific flags into hadm_id specific flags +-- this groups comorbidities together for a single patient admission +, eligrp as +( + select hadm_id + , max(chf) as chf + , max(arythm) as arythm + , max(valve) as valve + , max(pulmcirc) as pulmcirc + , max(perivasc) as perivasc + , max(htn) as htn + , max(htncx) as htncx + , max(htnpreg) as htnpreg + , max(htnwochf) as htnwochf + , max(htnwchf) as htnwchf + , max(hrenworf) as hrenworf + , max(hrenwrf) as hrenwrf + , max(hhrwohrf) as hhrwohrf + , max(hhrwchf) as hhrwchf + , max(hhrwrf) as hhrwrf + , max(hhrwhrf) as hhrwhrf + , max(ohtnpreg) as ohtnpreg + , max(para) as para + , max(neuro) as neuro + , max(chrnlung) as chrnlung + , max(dm) as dm + , max(dmcx) as dmcx + , max(hypothy) as hypothy + , max(renlfail) as renlfail + , max(liver) as liver + , max(ulcer) as ulcer + , max(aids) as aids + , max(lymph) as lymph + , max(mets) as mets + , max(tumor) as tumor + , max(arth) as arth + , max(coag) as coag + , max(obese) as obese + , max(wghtloss) as wghtloss + , max(lytes) as lytes + , max(bldloss) as bldloss + , max(anemdef) as anemdef + , max(alcohol) as alcohol + , max(drug) as drug + , max(psych) as psych + , max(depress) as depress +from eliflg +group by hadm_id +) +-- now merge these flags together to define elixhauser +-- most are straightforward.. but hypertension flags are a bit more complicated +select adm.subject_id, adm.hadm_id +, case + when chf = 1 then 1 + when htnwchf = 1 then 1 + when hhrwchf = 1 then 1 + when hhrwhrf = 1 then 1 + else 0 end as congestive_heart_failure +, case + when arythm = 1 then 1 + else 0 end as cardiac_arrhythmias +, case when valve = 1 then 1 else 0 end as valvular_disease +, case when pulmcirc = 1 then 1 else 0 end as pulmonary_circulation +, case when perivasc = 1 then 1 else 0 end as peripheral_vascular + +-- we combine "htn" and "htncx" into "HYPERTENSION" +-- note "htn" (hypertension) is only 1 if "htncx" (complicated hypertension) is 0 +-- this matters if you filter on DRG but for this query we can just merge them immediately +, case + when htn = 1 then 1 + when htncx = 1 then 1 + when htnpreg = 1 then 1 + when htnwochf = 1 then 1 + when htnwchf = 1 then 1 + when hrenworf = 1 then 1 + when hrenwrf = 1 then 1 + when hhrwohrf = 1 then 1 + when hhrwchf = 1 then 1 + when hhrwrf = 1 then 1 + when hhrwhrf = 1 then 1 + when ohtnpreg = 1 then 1 + else 0 end as hypertension + +, case when para = 1 then 1 else 0 end as paralysis +, case when neuro = 1 then 1 else 0 end as other_neurological +, case when chrnlung = 1 then 1 else 0 end as chronic_pulmonary +, case + -- only the more severe comorbidity (complicated diabetes) is kept + when dmcx = 1 then 0 + when dm = 1 then 1 + else 0 end as diabetes_uncomplicated +, case when dmcx = 1 then 1 else 0 end as diabetes_complicated +, case when hypothy = 1 then 1 else 0 end as hypothyroidism +, case + when renlfail = 1 then 1 + when hrenwrf = 1 then 1 + when hhrwrf = 1 then 1 + when hhrwhrf = 1 then 1 + else 0 end as renal_failure + +, case when liver = 1 then 1 else 0 end as liver_disease +, case when ulcer = 1 then 1 else 0 end as peptic_ulcer +, case when aids = 1 then 1 else 0 end as aids +, case when lymph = 1 then 1 else 0 end as lymphoma +, case when mets = 1 then 1 else 0 end as metastatic_cancer +, case + -- only the more severe comorbidity (metastatic cancer) is kept + when mets = 1 then 0 + when tumor = 1 then 1 + else 0 end as solid_tumor +, case when arth = 1 then 1 else 0 end as rheumatoid_arthritis +, case when coag = 1 then 1 else 0 end as coagulopathy +, case when obese = 1 then 1 else 0 end as obesity +, case when wghtloss = 1 then 1 else 0 end as weight_loss +, case when lytes = 1 then 1 else 0 end as fluid_electrolyte +, case when bldloss = 1 then 1 else 0 end as blood_loss_anemia +, case when anemdef = 1 then 1 else 0 end as deficiency_anemias +, case when alcohol = 1 then 1 else 0 end as alcohol_abuse +, case when drug = 1 then 1 else 0 end as drug_abuse +, case when psych = 1 then 1 else 0 end as psychoses +, case when depress = 1 then 1 else 0 end as depression + +FROM admissions adm +left join eligrp eli + on adm.hadm_id = eli.hadm_id +order by adm.hadm_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_quan.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_quan.sql new file mode 100644 index 00000000..18aceeb4 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_quan.sql @@ -0,0 +1,272 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS elixhauser_quan; CREATE TABLE elixhauser_quan AS +-- This code calculates the Elixhauser comorbidities as defined in Quan et. al 2009: +-- Quan, Hude, et al. "Coding algorithms for defining comorbidities in +-- ICD-9-CM and ICD-10 administrative data." Medical care (2005): 1130-1139. +-- https://www.ncbi.nlm.nih.gov/pubmed/16224307 + +-- Quan defined an "Enhanced ICD-9" coding scheme for deriving Elixhauser +-- comorbidities from ICD-9 billing codes. This script implements that calculation. + +-- The logic of the code is roughly that, if the comorbidity lists a length 3 +-- ICD-9 code (e.g. 585), then we only require a match on the first 3 characters. + +-- This code derives each comorbidity as follows: +-- 1) ICD9_CODE is directly compared to 5 character codes +-- 2) The first 4 characters of ICD9_CODE are compared to 4 character codes +-- 3) The first 3 characters of ICD9_CODE are compared to 3 character codes +with eliflg as +( +select hadm_id, seq_num, icd9_code +, CASE + when icd9_code in ('39891','40201','40211','40291','40401','40403','40411','40413','40491','40493') then 1 + when SUBSTR(icd9_code, 1, 4) in ('4254','4255','4257','4258','4259') then 1 + when SUBSTR(icd9_code, 1, 3) in ('428') then 1 + else 0 end as chf /* Congestive heart failure */ + +, CASE + when icd9_code in ('42613','42610','42612','99601','99604') then 1 + when SUBSTR(icd9_code, 1, 4) in ('4260','4267','4269','4270','4271','4272','4273','4274','4276','4278','4279','7850','V450','V533') then 1 + else 0 end as arrhy + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('0932','7463','7464','7465','7466','V422','V433') then 1 + when SUBSTR(icd9_code, 1, 3) in ('394','395','396','397','424') then 1 + else 0 end as valve /* Valvular disease */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('4150','4151','4170','4178','4179') then 1 + when SUBSTR(icd9_code, 1, 3) in ('416') then 1 + else 0 end as pulmcirc /* Pulmonary circulation disorder */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('0930','4373','4431','4432','4438','4439','4471','5571','5579','V434') then 1 + when SUBSTR(icd9_code, 1, 3) in ('440','441') then 1 + else 0 end as perivasc /* Peripheral vascular disorder */ + +, CASE + when SUBSTR(icd9_code, 1, 3) in ('401') then 1 + else 0 end as htn /* Hypertension, uncomplicated */ + +, CASE + when SUBSTR(icd9_code, 1, 3) in ('402','403','404','405') then 1 + else 0 end as htncx /* Hypertension, complicated */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('3341','3440','3441','3442','3443','3444','3445','3446','3449') then 1 + when SUBSTR(icd9_code, 1, 3) in ('342','343') then 1 + else 0 end as para /* Paralysis */ + +, CASE + when icd9_code in ('33392') then 1 + when SUBSTR(icd9_code, 1, 4) in ('3319','3320','3321','3334','3335','3362','3481','3483','7803','7843') then 1 + when SUBSTR(icd9_code, 1, 3) in ('334','335','340','341','345') then 1 + else 0 end as neuro /* Other neurological */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('4168','4169','5064','5081','5088') then 1 + when SUBSTR(icd9_code, 1, 3) in ('490','491','492','493','494','495','496','500','501','502','503','504','505') then 1 + else 0 end as chrnlung /* Chronic pulmonary disease */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2500','2501','2502','2503') then 1 + else 0 end as dm /* Diabetes w/o chronic complications*/ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2504','2505','2506','2507','2508','2509') then 1 + else 0 end as dmcx /* Diabetes w/ chronic complications */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2409','2461','2468') then 1 + when SUBSTR(icd9_code, 1, 3) in ('243','244') then 1 + else 0 end as hypothy /* Hypothyroidism */ + +, CASE + when icd9_code in ('40301','40311','40391','40402','40403','40412','40413','40492','40493') then 1 + when SUBSTR(icd9_code, 1, 4) in ('5880','V420','V451') then 1 + when SUBSTR(icd9_code, 1, 3) in ('585','586','V56') then 1 + else 0 end as renlfail /* Renal failure */ + +, CASE + when icd9_code in ('07022','07023','07032','07033','07044','07054') then 1 + when SUBSTR(icd9_code, 1, 4) in ('0706','0709','4560','4561','4562','5722','5723','5724','5728','5733','5734','5738','5739','V427') then 1 + when SUBSTR(icd9_code, 1, 3) in ('570','571') then 1 + else 0 end as liver /* Liver disease */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('5317','5319','5327','5329','5337','5339','5347','5349') then 1 + else 0 end as ulcer /* Chronic Peptic ulcer disease (includes bleeding only if obstruction is also present) */ + +, CASE + when SUBSTR(icd9_code, 1, 3) in ('042','043','044') then 1 + else 0 end as aids /* HIV and AIDS */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2030','2386') then 1 + when SUBSTR(icd9_code, 1, 3) in ('200','201','202') then 1 + else 0 end as lymph /* Lymphoma */ + +, CASE + when SUBSTR(icd9_code, 1, 3) in ('196','197','198','199') then 1 + else 0 end as mets /* Metastatic cancer */ + +, CASE + when SUBSTR(icd9_code, 1, 3) in + ( + '140','141','142','143','144','145','146','147','148','149','150','151','152' + ,'153','154','155','156','157','158','159','160','161','162','163','164','165' + ,'166','167','168','169','170','171','172','174','175','176','177','178','179' + ,'180','181','182','183','184','185','186','187','188','189','190','191','192' + ,'193','194','195' + ) then 1 + else 0 end as tumor /* Solid tumor without metastasis */ + +, CASE + when icd9_code in ('72889','72930') then 1 + when SUBSTR(icd9_code, 1, 4) in ('7010','7100','7101','7102','7103','7104','7108','7109','7112','7193','7285') then 1 + when SUBSTR(icd9_code, 1, 3) in ('446','714','720','725') then 1 + else 0 end as arth /* Rheumatoid arthritis/collagen vascular diseases */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2871','2873','2874','2875') then 1 + when SUBSTR(icd9_code, 1, 3) in ('286') then 1 + else 0 end as coag /* Coagulation deficiency */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2780') then 1 + else 0 end as obese /* Obesity */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('7832','7994') then 1 + when SUBSTR(icd9_code, 1, 3) in ('260','261','262','263') then 1 + else 0 end as wghtloss /* Weight loss */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2536') then 1 + when SUBSTR(icd9_code, 1, 3) in ('276') then 1 + else 0 end as lytes /* Fluid and electrolyte disorders */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2800') then 1 + else 0 end as bldloss /* Blood loss anemia */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2801','2808','2809') then 1 + when SUBSTR(icd9_code, 1, 3) in ('281') then 1 + else 0 end as anemdef /* Deficiency anemias */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2652','2911','2912','2913','2915','2918','2919','3030','3039','3050','3575','4255','5353','5710','5711','5712','5713','V113') then 1 + when SUBSTR(icd9_code, 1, 3) in ('980') then 1 + else 0 end as alcohol /* Alcohol abuse */ + +, CASE + when icd9_code in ('V6542') then 1 + when SUBSTR(icd9_code, 1, 4) in ('3052','3053','3054','3055','3056','3057','3058','3059') then 1 + when SUBSTR(icd9_code, 1, 3) in ('292','304') then 1 + else 0 end as drug /* Drug abuse */ + +, CASE + when icd9_code in ('29604','29614','29644','29654') then 1 + when SUBSTR(icd9_code, 1, 4) in ('2938') then 1 + when SUBSTR(icd9_code, 1, 3) in ('295','297','298') then 1 + else 0 end as psych /* Psychoses */ + +, CASE + when SUBSTR(icd9_code, 1, 4) in ('2962','2963','2965','3004') then 1 + when SUBSTR(icd9_code, 1, 3) in ('309','311') then 1 + else 0 end as depress /* Depression */ +from diagnoses_icd icd +where seq_num != 1 -- we do not include the primary icd-9 code +) +-- collapse the icd9_code specific flags into hadm_id specific flags +-- this groups comorbidities together for a single patient admission +, eligrp as +( + select hadm_id + , max(chf) as chf + , max(arrhy) as arrhy + , max(valve) as valve + , max(pulmcirc) as pulmcirc + , max(perivasc) as perivasc + , max(htn) as htn + , max(htncx) as htncx + , max(para) as para + , max(neuro) as neuro + , max(chrnlung) as chrnlung + , max(dm) as dm + , max(dmcx) as dmcx + , max(hypothy) as hypothy + , max(renlfail) as renlfail + , max(liver) as liver + , max(ulcer) as ulcer + , max(aids) as aids + , max(lymph) as lymph + , max(mets) as mets + , max(tumor) as tumor + , max(arth) as arth + , max(coag) as coag + , max(obese) as obese + , max(wghtloss) as wghtloss + , max(lytes) as lytes + , max(bldloss) as bldloss + , max(anemdef) as anemdef + , max(alcohol) as alcohol + , max(drug) as drug + , max(psych) as psych + , max(depress) as depress +from eliflg +group by hadm_id +) +-- now merge these flags together to define elixhauser +-- most are straightforward.. but hypertension flags are a bit more complicated + + +select adm.hadm_id +, chf as congestive_heart_failure +, arrhy as cardiac_arrhythmias +, valve as valvular_disease +, pulmcirc as pulmonary_circulation +, perivasc as peripheral_vascular +-- we combine "htn" and "htncx" into "HYPERTENSION" +, case + when htn = 1 then 1 + when htncx = 1 then 1 + else 0 end as hypertension +, para as paralysis +, neuro as other_neurological +, chrnlung as chronic_pulmonary +-- only the more severe comorbidity (complicated diabetes) is kept +, case + when dmcx = 1 then 0 + when dm = 1 then 1 + else 0 end as diabetes_uncomplicated +, dmcx as diabetes_complicated +, hypothy as hypothyroidism +, renlfail as renal_failure +, liver as liver_disease +, ulcer as peptic_ulcer +, aids as aids +, lymph as lymphoma +, mets as metastatic_cancer +-- only the more severe comorbidity (metastatic cancer) is kept +, case + when mets = 1 then 0 + when tumor = 1 then 1 + else 0 end as solid_tumor +, arth as rheumatoid_arthritis +, coag as coagulopathy +, obese as obesity +, wghtloss as weight_loss +, lytes as fluid_electrolyte +, bldloss as blood_loss_anemia +, anemdef as deficiency_anemias +, alcohol as alcohol_abuse +, drug as drug_abuse +, psych as psychoses +, depress as depression + +FROM admissions adm +left join eligrp eli + on adm.hadm_id = eli.hadm_id +order by adm.hadm_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_score_ahrq.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_score_ahrq.sql new file mode 100644 index 00000000..c295f96a --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_score_ahrq.sql @@ -0,0 +1,108 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS elixhauser_score_ahrq; CREATE TABLE elixhauser_score_ahrq AS +-- This query provides various methods of combining the Elixhauser components into a single score +-- The methods are called "vanWalRaven" and "SID30", and "SID29" +select subject_id, hadm_id +, -- Below is the van Walraven score + 0 * aids + + 0 * alcohol_abuse + + -2 * blood_loss_anemia + + 7 * congestive_heart_failure + + -- Cardiac arrhythmias are not included in van Walraven based on Quan 2007 + 3 * chronic_pulmonary + + 3 * coagulopathy + + -2 * deficiency_anemias + + -3 * depression + + 0 * diabetes_complicated + + 0 * diabetes_uncomplicated + + -7 * drug_abuse + + 5 * fluid_electrolyte + + 0 * hypertension + + 0 * hypothyroidism + + 11 * liver_disease + + 9 * lymphoma + + 12 * metastatic_cancer + + 6 * other_neurological + + -4 * obesity + + 7 * paralysis + + 2 * peripheral_vascular + + 0 * peptic_ulcer + + 0 * psychoses + + 4 * pulmonary_circulation + + 0 * rheumatoid_arthritis + + 5 * renal_failure + + 4 * solid_tumor + + -1 * valvular_disease + + 6 * weight_loss +as elixhauser_vanwalraven + + + +, -- Below is the 29 component SID score + 0 * aids + + -2 * alcohol_abuse + + -2 * blood_loss_anemia + + -- Cardiac arrhythmias are not included in SID-29 + 9 * congestive_heart_failure + + 3 * chronic_pulmonary + + 9 * coagulopathy + + 0 * deficiency_anemias + + -4 * depression + + 0 * diabetes_complicated + + -1 * diabetes_uncomplicated + + -8 * drug_abuse + + 9 * fluid_electrolyte + + -1 * hypertension + + 0 * hypothyroidism + + 5 * liver_disease + + 6 * lymphoma + + 13 * metastatic_cancer + + 4 * other_neurological + + -4 * obesity + + 3 * paralysis + + 0 * peptic_ulcer + + 4 * peripheral_vascular + + -4 * psychoses + + 5 * pulmonary_circulation + + 6 * renal_failure + + 0 * rheumatoid_arthritis + + 8 * solid_tumor + + 0 * valvular_disease + + 8 * weight_loss +as elixhauser_SID29 + + +, -- Below is the 30 component SID score + 0 * aids + + 0 * alcohol_abuse + + -3 * blood_loss_anemia + + 8 * cardiac_arrhythmias + + 9 * congestive_heart_failure + + 3 * chronic_pulmonary + + 12 * coagulopathy + + 0 * deficiency_anemias + + -5 * depression + + 1 * diabetes_complicated + + 0 * diabetes_uncomplicated + + -11 * drug_abuse + + 11 * fluid_electrolyte + + -2 * hypertension + + 0 * hypothyroidism + + 7 * liver_disease + + 8 * lymphoma + + 17 * metastatic_cancer + + 5 * other_neurological + + -5 * obesity + + 4 * paralysis + + 0 * peptic_ulcer + + 4 * peripheral_vascular + + -6 * psychoses + + 5 * pulmonary_circulation + + 7 * renal_failure + + 0 * rheumatoid_arthritis + + 10 * solid_tumor + + 0 * valvular_disease + + 10 * weight_loss +as elixhauser_SID30 + +from elixhauser_ahrq_v37; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_score_quan.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_score_quan.sql new file mode 100644 index 00000000..1afad718 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/comorbidity/elixhauser_score_quan.sql @@ -0,0 +1,109 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS elixhauser_score_quan; CREATE TABLE elixhauser_score_quan AS +-- This query provides various methods of combining the Elixhauser components into a single score +-- The methods are called "vanWalRaven" and "SID30", and "SID29" + +select hadm_id +, -- Below is the van Walraven score + 0 * aids + + 0 * alcohol_abuse + + -2 * blood_loss_anemia + + 7 * congestive_heart_failure + + -- Cardiac arrhythmias are not included in van Walraven based on Quan 2007 + 3 * chronic_pulmonary + + 3 * coagulopathy + + -2 * deficiency_anemias + + -3 * depression + + 0 * diabetes_complicated + + 0 * diabetes_uncomplicated + + -7 * drug_abuse + + 5 * fluid_electrolyte + + 0 * hypertension + + 0 * hypothyroidism + + 11 * liver_disease + + 9 * lymphoma + + 12 * metastatic_cancer + + 6 * other_neurological + + -4 * obesity + + 7 * paralysis + + 2 * peripheral_vascular + + 0 * peptic_ulcer + + 0 * psychoses + + 4 * pulmonary_circulation + + 0 * rheumatoid_arthritis + + 5 * renal_failure + + 4 * solid_tumor + + -1 * valvular_disease + + 6 * weight_loss +as elixhauser_vanwalraven + + + +, -- Below is the 29 component SID score + 0 * aids + + -2 * alcohol_abuse + + -2 * blood_loss_anemia + + -- Cardiac arrhythmias are not included in SID-29 + 9 * congestive_heart_failure + + 3 * chronic_pulmonary + + 9 * coagulopathy + + 0 * deficiency_anemias + + -4 * depression + + 0 * diabetes_complicated + + -1 * diabetes_uncomplicated + + -8 * drug_abuse + + 9 * fluid_electrolyte + + -1 * hypertension + + 0 * hypothyroidism + + 5 * liver_disease + + 6 * lymphoma + + 13 * metastatic_cancer + + 4 * other_neurological + + -4 * obesity + + 3 * paralysis + + 0 * peptic_ulcer + + 4 * peripheral_vascular + + -4 * psychoses + + 5 * pulmonary_circulation + + 6 * renal_failure + + 0 * rheumatoid_arthritis + + 8 * solid_tumor + + 0 * valvular_disease + + 8 * weight_loss +as elixhauser_SID29 + + +, -- Below is the 30 component SID score + 0 * aids + + 0 * alcohol_abuse + + -3 * blood_loss_anemia + + 8 * cardiac_arrhythmias + + 9 * congestive_heart_failure + + 3 * chronic_pulmonary + + 12 * coagulopathy + + 0 * deficiency_anemias + + -5 * depression + + 1 * diabetes_complicated + + 0 * diabetes_uncomplicated + + -11 * drug_abuse + + 11 * fluid_electrolyte + + -2 * hypertension + + 0 * hypothyroidism + + 7 * liver_disease + + 8 * lymphoma + + 17 * metastatic_cancer + + 5 * other_neurological + + -5 * obesity + + 4 * paralysis + + 0 * peptic_ulcer + + 4 * peripheral_vascular + + -6 * psychoses + + 5 * pulmonary_circulation + + 7 * renal_failure + + 0 * rheumatoid_arthritis + + 10 * solid_tumor + + 0 * valvular_disease + + 10 * weight_loss +as elixhauser_SID30 + +from elixhauser_quan; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/heightweight.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/heightweight.sql new file mode 100644 index 00000000..65036af8 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/heightweight.sql @@ -0,0 +1,107 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS heightweight; CREATE TABLE heightweight AS +-- ------------------------------------------------------------------ +-- Title: Extract height and weight for ICUSTAY_IDs +-- Description: This query gets the first, minimum, and maximum weight and height +-- for a single ICUSTAY_ID. It extracts data from the CHARTEVENTS table. +-- MIMIC version: MIMIC-III v1.4 +-- ------------------------------------------------------------------ + +-- prep height +WITH ht_stg AS +( + SELECT + c.subject_id, c.icustay_id, c.charttime, + -- Ensure that all heights are in centimeters, and fix data as needed + CASE + WHEN c.itemid IN (920, 1394, 4187, 3486, 226707) + THEN + CASE + -- rule for neonates + WHEN c.charttime <= DATETIME_ADD(pt.dob, INTERVAL '1' YEAR) + AND (c.valuenum * 2.54) < 80 + THEN c.valuenum * 2.54 + -- rule for adults + WHEN c.charttime > DATETIME_ADD(pt.dob, INTERVAL '1' YEAR) + AND (c.valuenum * 2.54) > 120 + AND (c.valuenum * 2.54) < 230 + THEN c.valuenum * 2.54 + ELSE NULL END + ELSE + CASE + -- rule for neonates + WHEN c.charttime <= DATETIME_ADD(pt.dob, INTERVAL '1' YEAR) + AND c.valuenum < 80 + THEN c.valuenum + -- rule for adults + WHEN c.charttime > DATETIME_ADD(pt.dob, INTERVAL '1' YEAR) + AND c.valuenum > 120 + AND c.valuenum < 230 + THEN c.valuenum + ELSE NULL END + END AS height + FROM chartevents c + INNER JOIN patients pt + ON c.subject_id = pt.subject_id + WHERE c.valuenum IS NOT NULL + AND c.valuenum != 0 + -- exclude rows marked as error + AND COALESCE(c.error, 0) = 0 + AND c.itemid IN + ( + -- CareVue + 920, 1394, 4187, 3486, -- Height inches + 3485, 4188 -- Height cm + -- Metavision + , 226707 -- Height (measured in inches) + -- note we intentionally ignore the below ITEMID in metavision + -- these are duplicate data in a different unit + -- , 226730 -- Height (cm) + ) +) +SELECT + ie.icustay_id, + ROUND(CAST(wt.weight_first AS NUMERIC), 2) AS weight_first, + ROUND(CAST(wt.weight_min AS NUMERIC), 2) AS weight_min, + ROUND(CAST(wt.weight_max AS NUMERIC), 2) AS weight_max, + ROUND(CAST(ht.height_first AS NUMERIC), 2) AS height_first, + ROUND(CAST(ht.height_min AS NUMERIC), 2) AS height_min, + ROUND(CAST(ht.height_max AS NUMERIC), 2) AS height_max +FROM icustays ie +-- get weight from weight_durations table +LEFT JOIN +( + SELECT icustay_id, + MIN(CASE WHEN rn = 1 THEN weight ELSE NULL END) as weight_first, + MIN(weight) AS weight_min, + MAX(weight) AS weight_max + FROM + ( + SELECT + icustay_id, + weight, + ROW_NUMBER() OVER (PARTITION BY icustay_id ORDER BY starttime) as rn + FROM weight_durations + ) wt_stg + GROUP BY icustay_id +) wt + ON ie.icustay_id = wt.icustay_id +-- get first/min/max height from above, after filtering bad data +LEFT JOIN +( + SELECT icustay_id, + MIN(CASE WHEN rn = 1 THEN height ELSE NULL END) as height_first, + MIN(height) AS height_min, + MAX(height) AS height_max + FROM + ( + SELECT + icustay_id, + height, + ROW_NUMBER() OVER (PARTITION BY icustay_id ORDER BY charttime) as rn + FROM ht_stg + ) ht_stg2 + GROUP BY icustay_id +) ht + ON ie.icustay_id = ht.icustay_id +ORDER BY icustay_id; \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/icustay_detail.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/icustay_detail.sql new file mode 100644 index 00000000..54553302 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/icustay_detail.sql @@ -0,0 +1,105 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS icustay_detail; CREATE TABLE icustay_detail AS +-- ------------------------------------------------------------------ +-- Title: Detailed information on ICUSTAY_ID +-- Description: This query provides a useful set of information regarding patient +-- ICU stays. The information is combined from the admissions, patients, and +-- icustays tables. It includes age, length of stay, sequence, and expiry flags. +-- MIMIC version: MIMIC-III v1.3 +-- ------------------------------------------------------------------ + +-- This query extracts useful demographic/administrative information for patient ICU stays + +SELECT ie.subject_id, ie.hadm_id, ie.icustay_id + +-- patient level factors +, pat.gender, pat.dod + +-- hospital level factors +, adm.admittime, adm.dischtime +, DATETIME_DIFF(adm.dischtime, adm.admittime, 'DAY') as los_hospital +, DATETIME_DIFF(ie.intime, pat.dob, 'YEAR') as admission_age +, adm.ethnicity +, case when ethnicity in + ( + 'WHITE' -- 40996 + , 'WHITE - RUSSIAN' -- 164 + , 'WHITE - OTHER EUROPEAN' -- 81 + , 'WHITE - BRAZILIAN' -- 59 + , 'WHITE - EASTERN EUROPEAN' -- 25 + ) then 'white' + when ethnicity in + ( + 'BLACK/AFRICAN AMERICAN' -- 5440 + , 'BLACK/CAPE VERDEAN' -- 200 + , 'BLACK/HAITIAN' -- 101 + , 'BLACK/AFRICAN' -- 44 + , 'CARIBBEAN ISLAND' -- 9 + ) then 'black' + when ethnicity in + ( + 'HISPANIC OR LATINO' -- 1696 + , 'HISPANIC/LATINO - PUERTO RICAN' -- 232 + , 'HISPANIC/LATINO - DOMINICAN' -- 78 + , 'HISPANIC/LATINO - GUATEMALAN' -- 40 + , 'HISPANIC/LATINO - CUBAN' -- 24 + , 'HISPANIC/LATINO - SALVADORAN' -- 19 + , 'HISPANIC/LATINO - CENTRAL AMERICAN (OTHER)' -- 13 + , 'HISPANIC/LATINO - MEXICAN' -- 13 + , 'HISPANIC/LATINO - COLOMBIAN' -- 9 + , 'HISPANIC/LATINO - HONDURAN' -- 4 + ) then 'hispanic' + when ethnicity in + ( + 'ASIAN' -- 1509 + , 'ASIAN - CHINESE' -- 277 + , 'ASIAN - ASIAN INDIAN' -- 85 + , 'ASIAN - VIETNAMESE' -- 53 + , 'ASIAN - FILIPINO' -- 25 + , 'ASIAN - CAMBODIAN' -- 17 + , 'ASIAN - OTHER' -- 17 + , 'ASIAN - KOREAN' -- 13 + , 'ASIAN - JAPANESE' -- 7 + , 'ASIAN - THAI' -- 4 + ) then 'asian' + when ethnicity in + ( + 'AMERICAN INDIAN/ALASKA NATIVE' -- 51 + , 'AMERICAN INDIAN/ALASKA NATIVE FEDERALLY RECOGNIZED TRIBE' -- 3 + ) then 'native' + when ethnicity in + ( + 'UNKNOWN/NOT SPECIFIED' -- 4523 + , 'UNABLE TO OBTAIN' -- 814 + , 'PATIENT DECLINED TO ANSWER' -- 559 + ) then 'unknown' + else 'other' end as ethnicity_grouped + -- , 'OTHER' -- 1512 + -- , 'MULTI RACE ETHNICITY' -- 130 + -- , 'PORTUGUESE' -- 61 + -- , 'MIDDLE EASTERN' -- 43 + -- , 'NATIVE HAWAIIAN OR OTHER PACIFIC ISLANDER' -- 18 + -- , 'SOUTH AMERICAN' -- 8 +, adm.hospital_expire_flag +, DENSE_RANK() OVER (PARTITION BY adm.subject_id ORDER BY adm.admittime) AS hospstay_seq +, CASE + WHEN DENSE_RANK() OVER (PARTITION BY adm.subject_id ORDER BY adm.admittime) = 1 THEN True + ELSE False END AS first_hosp_stay + +-- icu level factors +, ie.intime, ie.outtime +, DATETIME_DIFF(ie.outtime, ie.intime, 'DAY') as los_icu +, DENSE_RANK() OVER (PARTITION BY ie.hadm_id ORDER BY ie.intime) AS icustay_seq + +-- first ICU stay *for the current hospitalization* +, CASE + WHEN DENSE_RANK() OVER (PARTITION BY ie.hadm_id ORDER BY ie.intime) = 1 THEN True + ELSE False END AS first_icu_stay + +FROM icustays ie +INNER JOIN admissions adm + ON ie.hadm_id = adm.hadm_id +INNER JOIN patients pat + ON ie.subject_id = pat.subject_id +WHERE adm.has_chartevents_data = 1 +ORDER BY ie.subject_id, adm.admittime, ie.intime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/icustay_hours.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/icustay_hours.sql new file mode 100644 index 00000000..0e8033db --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/icustay_hours.sql @@ -0,0 +1,36 @@ +DROP TABLE IF EXISTS icustay_hours; CREATE TABLE icustay_hours AS +-- This query generates a row for every hour the patient is in the ICU. +-- The hours are based on clock-hours (i.e. 02:00, 03:00). +-- The hour clock starts 24 hours before the first heart rate measurement. +-- Note that the time of the first heart rate measurement is ceilinged to the hour. + +-- this query extracts the cohort and every possible hour they were in the ICU +-- this table can be to other tables on ICUSTAY_ID and (ENDTIME - 1 hour,ENDTIME] +-- get first/last measurement time +with all_hours as +( + select + it.icustay_id + + -- ceiling the intime to the nearest hour by adding 59 minutes then truncating + , date_trunc('hour', it.intime_hr + interval '59' minute) as endtime + + -- create integers for each charttime in hours from admission + -- so 0 is admission time, 1 is one hour after admission, etc, up to ICU disch + , generate_series + ( + -- allow up to 24 hours before ICU admission (to grab labs before admit) + -24, + ceil(extract(EPOCH from it.outtime_hr-it.intime_hr)/60.0/60.0)::INTEGER + ) as hr + + from icustay_times it +) +SELECT + ah.icustay_id + , ah.hr + -- add the hr series + -- endtime now indexes the end time of every hour for each patient + , ah.endtime + ah.hr*interval '1' hour as endtime +from all_hours ah +order by ah.icustay_id; \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/icustay_times.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/icustay_times.sql new file mode 100644 index 00000000..8b3cd3c4 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/icustay_times.sql @@ -0,0 +1,55 @@ +DROP TABLE IF EXISTS icustay_times; CREATE TABLE icustay_times AS +with h as +( + select + subject_id, hadm_id, admittime, dischtime + , lag (dischtime) over (partition by subject_id order by admittime) as dischtime_lag + , lead (admittime) over (partition by subject_id order by admittime) as admittime_lead + from admissions +) +, adm as +( + select + h.subject_id, h.hadm_id + -- this rule is: + -- if there are two hospitalizations within 24 hours, set the start/stop + -- time as half way between the two admissions + , case + when h.dischtime_lag is not null + and h.dischtime_lag > (h.admittime - interval '24' hour) + then h.admittime - ((h.admittime - h.dischtime_lag)/2) + else h.admittime - interval '12' hour + end as data_start + , case + when h.admittime_lead is not null + and h.admittime_lead < (h.dischtime + interval '24' hour) + then h.dischtime + ((h.admittime_lead - h.dischtime)/2) + else (h.dischtime + interval '12' hour) + end as data_end + from h +) +-- get first/last heart rate measurement during hospitalization for each ICUSTAY_ID +, t1 as +( +select ce.icustay_id +, min(charttime) as intime_hr +, max(charttime) as outtime_hr +from chartevents ce +-- very loose join to admissions to ensure charttime is near patient admission +inner join adm + on ce.hadm_id = adm.hadm_id + and ce.charttime >= adm.data_start + and ce.charttime < adm.data_end +-- only look at heart rate +where ce.itemid in (211,220045) +group by ce.icustay_id +) +-- add in subject_id/hadm_id +select + ie.subject_id, ie.hadm_id, ie.icustay_id + , t1.intime_hr + , t1.outtime_hr +from icustays ie +left join t1 + on ie.icustay_id = t1.icustay_id +order by ie.subject_id, ie.hadm_id, ie.icustay_id; \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/note_counts.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/note_counts.sql new file mode 100644 index 00000000..8a6d69ec --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/note_counts.sql @@ -0,0 +1,137 @@ +------------------------------------------------------------------------------------- +--Title: generates a row for every hospital admission per patient to describe the counts of their clinical notes. +--The statement was created for postgresql and it utilizes a function called crosstab from the tablefunc extension in postgresql. +--First we add the extension tablefunc to allow us to use the crosstab function in line 10 +--The statement will show the count and the type of clinical notes written for each patient in each hospital admission. +--The prerequisite for this statement is to create the extension of tablefunc in which we can find crosstab() function. +-- Notes: this query does not specify a schema. To run it on your local +-- MIMIC schema, run the following command: +-- SET SEARCH_PATH TO mimiciii; +-- Where "mimiciii" is the name of your schema, and may be different. +---------------------------------------------------------------------------------------------- + +CREATE EXTENSION IF NOT EXISTS tablefunc; +CREATE VIEW note_counts AS + WITH groupnotes AS ( + SELECT + ct.hadm_id, + ct.case_management, + ct.consult, + ct.discharge_summary, + ct.ecg, + ct.echo, + ct.general, + ct.nursing, + ct.nursing_other, + ct.nutrition, + ct.pharmacy, + ct.physician, + ct.radiology, + ct.rehab_services, + ct.respiratory, + ct.social_work + FROM crosstab( + 'select noteevents.hadm_id as hadm_id, noteevents.category as note_type, count(noteevents.text) as notes_count FROM `physionet-data.mimiciii_clinical.noteevents` where noteevents.hadm_id is not null GROUP BY noteevents.hadm_id,noteevents.category order by 1,2' :: TEXT, + 'select Distinct noteevents.category FROM `physionet-data.mimiciii_clinical.noteevents` order by 1' :: TEXT) ct(hadm_id INTEGER, case_management INTEGER, consult INTEGER, discharge_summary INTEGER, ecg INTEGER, echo INTEGER, general INTEGER, nursing INTEGER, nursing_other INTEGER, nutrition INTEGER, pharmacy INTEGER, physician INTEGER, radiology INTEGER, rehab_services INTEGER, respiratory INTEGER, social_work INTEGER) + ), totalnotes AS ( + SELECT + noteevents.hadm_id, + count(noteevents.text) AS notes_count + FROM `physionet-data.mimiciii_clinical.noteevents` + WHERE (noteevents.hadm_id IS NOT NULL) + GROUP BY noteevents.hadm_id + ORDER BY noteevents.hadm_id + ) + SELECT + admissions.subject_id, + admissions.hadm_id, + (admissions.dischtime - admissions.admittime) AS length_of_stay, + date_part('epoch' :: TEXT, (admissions.dischtime - + admissions.admittime)) AS length_of_stay_epoch, + CASE + WHEN (totalnotes.notes_count IS NULL) + THEN '0' :: BIGINT + ELSE totalnotes.notes_count + END AS total_notes, + CASE + WHEN (groupnotes.case_management IS NULL) + THEN 0 + ELSE groupnotes.case_management + END AS case_management, + CASE + WHEN (groupnotes.consult IS NULL) + THEN 0 + ELSE groupnotes.consult + END AS consult, + CASE + WHEN (groupnotes.discharge_summary IS NULL) + THEN 0 + ELSE groupnotes.discharge_summary + END AS discharge_summary, + CASE + WHEN (groupnotes.ecg IS NULL) + THEN 0 + ELSE groupnotes.ecg + END AS ecg, + CASE + WHEN (groupnotes.echo IS NULL) + THEN 0 + ELSE groupnotes.echo + END AS echo, + CASE + WHEN (groupnotes.general IS NULL) + THEN 0 + ELSE groupnotes.general + END AS general, + CASE + WHEN (groupnotes.nursing IS NULL) + THEN 0 + ELSE groupnotes.nursing + END AS nursing, + CASE + WHEN (groupnotes.nursing_other IS NULL) + THEN 0 + ELSE groupnotes.nursing_other + END AS nursing_other, + CASE + WHEN (groupnotes.nutrition IS NULL) + THEN 0 + ELSE groupnotes.nutrition + END AS nutrition, + CASE + WHEN (groupnotes.pharmacy IS NULL) + THEN 0 + ELSE groupnotes.pharmacy + END AS pharmacy, + CASE + WHEN (groupnotes.physician IS NULL) + THEN 0 + ELSE groupnotes.physician + END AS physician, + CASE + WHEN (groupnotes.radiology IS NULL) + THEN 0 + ELSE groupnotes.radiology + END AS radiology, + CASE + WHEN (groupnotes.rehab_services IS NULL) + THEN 0 + ELSE groupnotes.rehab_services + END AS rehab_services, + CASE + WHEN (groupnotes.respiratory IS NULL) + THEN 0 + ELSE groupnotes.respiratory + END AS respiratory, + CASE + WHEN (groupnotes.social_work IS NULL) + THEN 0 + ELSE groupnotes.social_work + END AS social_work + FROM `physionet-data.mimiciii_clinical.admissions` + LEFT JOIN groupnotes + ON admissions.hadm_id = groupnotes.hadm_id + LEFT JOIN totalnotes + ON admissions.hadm_id = totalnotes.hadm_id + ORDER BY admissions.subject_id, admissions.hadm_id; + diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/weight_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/weight_durations.sql new file mode 100644 index 00000000..6ac078c5 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/demographics/weight_durations.sql @@ -0,0 +1,2 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS weight_durations; CREATE TABLE weight_durations AS diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/diagnosis/README.md b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/diagnosis/README.md new file mode 100644 index 00000000..b44edd50 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/diagnosis/README.md @@ -0,0 +1,48 @@ +The Clinical Classification Software (CCS) categorizes ICD-9 coded diagnoses into clinically meaningful groups. The categorization was developed by the Agency for Healthcare Research and Quality (AHRQ). More detail can be found on the AHRQ website: https://www.hcup-us.ahrq.gov/tools_software.jsp + +This folder contains: + +* `ccs_dx.sql` - Creates two tables: `ccs_single_level_dx` and `ccs_multi_level_dx`. These two tables are loaded from `ccs_single_level_dx.csv.gz` and `ccs_multi_level_dx.csv.gz`. Note that the script assumes you are using PostgreSQL v9.4 or later, and you must execute the script from this directory. + +## Creation of the ccs_multi_level file + +Download the original file from CCS: + +``` +wget https://www.hcup-us.ahrq.gov/toolssoftware/ccs/Multi_Level_CCS_2015.zip +``` + +Unzip to a folder. + +``` +unzip Multi_Level_CCS_2015.zip +``` + +Use Python to convert all apostrophes in `ccs_multi_dx_tool_2015.csv` into double quotes (the file mixed apostrophes/double quotes as field encapsulators): + +```python +import pandas as pd +df = pd.read_csv('ccs_multi_dx_tool_2015.csv.gz') +# remove apostrophes from header names and relabel +df.rename(columns={"'ICD-9-CM CODE'": "icd9_code", "'CCS LVL 1'": "ccs_level1", "'CCS LVL 1 LABEL'": "ccs_group1", "'CCS LVL 2'": "ccs_level2", "'CCS LVL 2 LABEL'": "ccs_group2", "'CCS LVL 3'": "ccs_level3", "'CCS LVL 3 LABEL'": "ccs_group3", "'CCS LVL 4'": "ccs_level4", "'CCS LVL 4 LABEL'": "ccs_group4", }, inplace=True) + +def remove_surrounding_apostrophes(x): + if x[0] == "'": + x = x[1:] + if x[-1] == "'": + x = x[:-1] + return x + +for c in df.columns: + df[c] = df[c].map(remove_surrounding_apostrophes) + idxRemove = df[c].str.strip() == '' + if idxRemove.any(): + df.loc[idxRemove, c] = None + +# write to file +df.to_csv('ccs_multi_dx.csv.gz', index=False, compression='gzip') +``` + +(above run with Python 3.7 and pandas 0.23.2). + +Now the SQL script can be run (`ccs_dx.sql`). The `ccs_multi_dx.csv.gz` file generated by this process is available in the repo, so the above process is just for documentation, and does not necessarily have to be re-run. \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/diagnosis/ccs_dx.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/diagnosis/ccs_dx.sql new file mode 100644 index 00000000..f47a039f --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/diagnosis/ccs_dx.sql @@ -0,0 +1,57 @@ +DROP TABLE IF EXISTS ccs_dx; +CREATE TABLE ccs_dx +( + icd9_code CHAR(5) NOT NULL, + -- we will populate ccs_mid and ccs_name with the most granular ID/name later + ccs_matched_id VARCHAR(10), + ccs_matched_name VARCHAR(100), + ccs_id INTEGER, + ccs_name VARCHAR(100), + -- CCS levels and names based on position in hierarchy + ccs_level1 VARCHAR(10), + ccs_group1 VARCHAR(100), + ccs_level2 VARCHAR(10), + ccs_group2 VARCHAR(100), + ccs_level3 VARCHAR(10), + ccs_group3 VARCHAR(100), + ccs_level4 VARCHAR(10), + ccs_group4 VARCHAR(100) +); + +-- copy all columns *but* ccs_mid and ccs_name +-- we will populate these after the data is loaded in +\COPY ccs_dx (icd9_code, ccs_level1, ccs_group1, ccs_level2, ccs_group2, ccs_level3, ccs_group3, ccs_level4, ccs_group4) FROM PROGRAM 'gzip -dc ../../concepts_postgres/diagnosis/ccs_multi_dx.csv.gz' CSV HEADER; + + + +-- add in matched ID, name, and ccs_id +-- matched id (ccs_mid): the ccs ID with the hierachy, e.g. 7.1.2.1 +-- name (ccs_name): the most granular CCS category the diagnosis is in +-- ID (ccs_id): the CCS identifier for the ICD-9 code (integer) +UPDATE ccs_dx +SET ccs_matched_id=tt.ccs_matched_id, ccs_matched_name=tt.ccs_matched_name, + ccs_name=tt.ccs_name, ccs_id=CAST(tt.ccs_id AS INTEGER) +FROM ( + SELECT icd9_code + , COALESCE(ccs_level4, ccs_level3, ccs_level2, ccs_level1) AS ccs_matched_id + -- remove the trailing ccs_id from name column, i.e. "Burns [240.]" -> "Burns" + , REGEXP_REPLACE(COALESCE(ccs_group4, ccs_group3, ccs_group2, ccs_group1), '\[[0-9]+\.\]$', '') as ccs_matched_name + -- ccs_id is sometimes present at a higher level of granularity + -- e.g. for 7.1.2.1, the CCS name is at level 7.1.2 + -- therefore we pull from the first category to have the CCS ID + , CASE + WHEN ccs_group4 ~ '\[([0-9]+)\.\]$' THEN REGEXP_REPLACE(ccs_group4, '\[[0-9]+\.\]$', '') + WHEN ccs_group3 ~ '\[([0-9]+)\.\]$' THEN REGEXP_REPLACE(ccs_group3, '\[[0-9]+\.\]$', '') + WHEN ccs_group2 ~ '\[([0-9]+)\.\]$' THEN REGEXP_REPLACE(ccs_group2, '\[[0-9]+\.\]$', '') + WHEN ccs_group1 ~ '\[([0-9]+)\.\]$' THEN REGEXP_REPLACE(ccs_group1, '\[[0-9]+\.\]$', '') + ELSE NULL END AS ccs_name + -- extract the trailing ccs_id from name, i.e. "Burns [240.]" -> "240" + , COALESCE( + SUBSTRING(ccs_group4, '\[([0-9]+)\.\]$'), + SUBSTRING(ccs_group3, '\[([0-9]+)\.\]$'), + SUBSTRING(ccs_group2, '\[([0-9]+)\.\]$'), + SUBSTRING(ccs_group1, '\[([0-9]+)\.\]$') + ) as ccs_id + FROM ccs_dx +) AS tt +WHERE ccs_dx.icd9_code = tt.icd9_code; \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/diagnosis/ccs_multi_dx.csv.gz b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/diagnosis/ccs_multi_dx.csv.gz new file mode 100644 index 00000000..5e13857a Binary files /dev/null and b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/diagnosis/ccs_multi_dx.csv.gz differ diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/adenosine_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/adenosine_durations.sql new file mode 100644 index 00000000..b3aa21e9 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/adenosine_durations.sql @@ -0,0 +1,231 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS adenosine_durations; CREATE TABLE adenosine_durations AS +-- This query extracts durations of adenosine administration +-- Consecutive administrations are numbered 1, 2, ... +-- Total time on the drug can be calculated from this table by grouping using ICUSTAY_ID + +-- *** COULD NOT FIND ADENOSINE IN THE INPUTEVENTS_MV TABLE *** +-- This drug is rarely used - it could just be that it was never used in MetaVision. +-- If using this code, ensure the durations make sense for carevue patients first + +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid = 4649 then 1 else 0 end) as vaso -- adenosine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , 0 as vaso_stopped + , max(case when itemid = 4649 and valuenum is not null then 1 else 0 end) as vaso_null + , max(case when itemid = 4649 then valuenum else null end) as vaso_rate + , max(case when itemid = 4649 then valuenum else null end) as vaso_amount + + FROM chartevents + where itemid = 4649 -- adenosine + -- exclude rows marked as error + AND (error IS NULL OR error = 0) + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , case when vaso_stopped = 1 then 'Y' else '' end as stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by charttime; + + +, vasocv as +( +-- below groups together vasopressor administrations into groups +select + icustay_id + -- the first non-null rate is considered the starttime + , min(case when vaso_rate is not null then charttime else null end) as starttime + -- the *first* time the first/last flags agree is the stop time for this duration + , min(case when vaso_first = vaso_stop then charttime else null end) as endtime +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +group by icustay_id, vaso_first +having -- ensure start time is not the same as end time + min(charttime) != min(case when vaso_first = vaso_stop then charttime else null end) +and + max(vaso_rate) > 0 -- if the rate was always 0 or null, we consider it not a real drug delivery +) + +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , min(starttime) as starttime, max(endtime) as endtime + FROM inputevents_mv + where itemid = 221282 -- adenosine + and statusdescription != 'Rewritten' -- only valid orders + group by icustay_id, linkorderid +) + +select + icustay_id + -- generate a sequential integer for convenience + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasocv + +UNION ALL + +select + icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasomv + +order by icustay_id, vasonum; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/arterial_line_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/arterial_line_durations.sql new file mode 100644 index 00000000..440be48d --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/arterial_line_durations.sql @@ -0,0 +1,180 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS arterial_line_durations; CREATE TABLE arterial_line_durations AS +with mv as +( + select + pe.icustay_id + , pe.starttime, pe.endtime + , case + when itemid in (225752, 224272) + then 1 + when pe.locationcategory = 'Invasive Arterial' + then 1 + when itemid = 225789 and pe.locationcategory IS NULL + then 1 + else 0 + end as arterial_line + FROM procedureevents_mv pe + where pe.itemid in + ( + 224263 -- Multi Lumen | None | 12 | Processes + -- , 224264 -- PICC Line | None | 12 | Processes + , 224267 -- Cordis/Introducer | None | 12 | Processes + , 224268 -- Trauma line | None | 12 | Processes + , 225199 -- Triple Introducer | None | 12 | Processes + -- , 225202 -- Indwelling Port (PortaCath) | None | 12 | Processes + -- , 225203 -- Pheresis Catheter | None | 12 | Processes + -- , 225315 -- Tunneled (Hickman) Line | None | 12 | Processes + , 225752 -- Arterial Line | None | 12 | Processes + , 225789 -- Sheath + , 224272 -- IABP Line + -- , 227719 -- AVA Line | None | 12 | Processes + -- , 228286 -- Intraosseous Device | None | 12 | Processes + ) +) +, cv_grp as +( + -- group type+site + select ce.icustay_id, ce.charttime + , max(case when itemid = 229 then value else null end) as INV1_Type + , max(case when itemid = 8392 then value else null end) as INV1_Site + , max(case when itemid = 235 then value else null end) as INV2_Type + , max(case when itemid = 8393 then value else null end) as INV2_Site + , max(case when itemid = 241 then value else null end) as INV3_Type + , max(case when itemid = 8394 then value else null end) as INV3_Site + , max(case when itemid = 247 then value else null end) as INV4_Type + , max(case when itemid = 8395 then value else null end) as INV4_Site + , max(case when itemid = 253 then value else null end) as INV5_Type + , max(case when itemid = 8396 then value else null end) as INV5_Site + , max(case when itemid = 259 then value else null end) as INV6_Type + , max(case when itemid = 8397 then value else null end) as INV6_Site + , max(case when itemid = 265 then value else null end) as INV7_Type + , max(case when itemid = 8398 then value else null end) as INV7_Site + , max(case when itemid = 271 then value else null end) as INV8_Type + , max(case when itemid = 8399 then value else null end) as INV8_Site + FROM chartevents ce + where ce.itemid in + ( + 229 -- INV Line#1 [Type] + , 235 -- INV Line#2 [Type] + , 241 -- INV Line#3 [Type] + , 247 -- INV Line#4 [Type] + , 253 -- INV Line#5 [Type] + , 259 -- INV Line#6 [Type] + , 265 -- INV Line#7 [Type] + , 271 -- INV Line#8 [Type] + , 8392 -- INV Line#1 [Site] + , 8393 -- INV Line#2 [Site] + , 8394 -- INV Line#3 [Site] + , 8395 -- INV Line#4 [Site] + , 8396 -- INV Line#5 [Site] + , 8397 -- INV Line#6 [Site] + , 8398 -- INV Line#7 [Site] + , 8399 -- INV Line#8 [Site] + ) + and ce.value is not null + group by ce.icustay_id, ce.charttime +) +-- types of invasive lines in carevue +-- value | count +-- ------------------+-------- +-- A-Line | 460627 +-- Multi-lumen | 345858 +-- PICC line | 92285 +-- PA line | 65702 +-- Dialysis Line | 57579 +-- Introducer | 36027 +-- CCO PA Line | 24831 +-- | 22369 +-- Trauma Line | 15530 +-- Portacath | 12927 +-- Ventriculostomy | 10295 +-- Pre-Sep Catheter | 9678 +-- IABP | 8819 +-- Other/Remarks | 8725 +-- Midline | 5067 +-- Venous Access | 4278 +-- Hickman | 3783 +-- PacerIntroducer | 2663 +-- TripleIntroducer | 2262 +-- RIC | 1625 +-- PermaCath | 1066 +-- Camino Bolt | 913 +-- Lumbar Drain | 361 +-- (23 rows) +, cv as +( + select distinct icustay_id, charttime + from cv_grp + where (inv1_type in ('A-Line', 'IABP')) + OR (inv2_type in ('A-Line', 'IABP')) + OR (inv3_type in ('A-Line', 'IABP')) + OR (inv4_type in ('A-Line', 'IABP')) + OR (inv5_type in ('A-Line', 'IABP')) + OR (inv6_type in ('A-Line', 'IABP')) + OR (inv7_type in ('A-Line', 'IABP')) + OR (inv8_type in ('A-Line', 'IABP')) +) +-- transform carevue data into durations +, cv0 as +( + select + icustay_id + -- this carries over the previous charttime + , LAG(CHARTTIME, 1) OVER (partition by icustay_id order by charttime) as charttime_lag + , charttime + from cv +) +, cv1 as +( + select + icustay_id + , charttime + , charttime_lag + -- if the current observation indicates a line is present + -- calculate the time since the last charted line + , charttime - charttime_lag as arterial_line_duration + -- now we determine if the current line is "new" + -- new == no documentation for 16 hours + , case + when DATETIME_DIFF(charttime, charttime_lag, 'HOUR') > 16 + then 1 + else 0 + end as arterial_line_new + FROM cv0 +) +, cv2 as +( + select cv1.* + -- create a cumulative sum of the instances of new events + -- this results in a monotonic integer assigned to each new instance of a line + , SUM( arterial_line_new ) + OVER ( partition by icustay_id order by charttime ) + as arterial_line_rownum + from cv1 +) +-- create the durations for each line +, cv_dur as +( + select icustay_id + , arterial_line_rownum + , min(charttime) as starttime + , max(charttime) as endtime + , DATETIME_DIFF(max(charttime), min(charttime), 'HOUR') AS duration_hours + from cv2 + group by icustay_id, arterial_line_rownum + having min(charttime) != max(charttime) +) +select icustay_id + -- , arterial_line_rownum + , starttime, endtime, duration_hours +from cv_dur +UNION ALL +--TODO: collapse metavision durations if they overlap +select icustay_id + -- , ROW_NUMBER() over (PARTITION BY icustay_id ORDER BY starttime) as arterial_line_rownum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours +from mv +where arterial_line = 1 +order by icustay_id, starttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/central_line_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/central_line_durations.sql new file mode 100644 index 00000000..333359c1 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/central_line_durations.sql @@ -0,0 +1,175 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS central_line_durations; CREATE TABLE central_line_durations AS +with mv as +( + select + pe.icustay_id + , pe.starttime, pe.endtime + , case + when (locationcategory <> 'Invasive Arterial' or locationcategory is null) + then 1 + else 0 + end as central_line + FROM procedureevents_mv pe + where pe.itemid in + ( + 224263 -- Multi Lumen | None | 12 | Processes + , 224264 -- PICC Line | None | 12 | Processes + , 224267 -- Cordis/Introducer | None | 12 | Processes + , 224268 -- Trauma line | None | 12 | Processes + , 225199 -- Triple Introducer | None | 12 | Processes + , 225202 -- Indwelling Port (PortaCath) | None | 12 | Processes + , 225203 -- Pheresis Catheter | None | 12 | Processes + , 225315 -- Tunneled (Hickman) Line | None | 12 | Processes + , 225752 -- Arterial Line | None | 12 | Processes + , 227719 -- AVA Line | None | 12 | Processes + -- , 228286 -- Intraosseous Device | None | 12 | Processes + , 224270 -- Dialysis Catheter + ) +) +, cv_grp as +( + -- group type+site + select ce.icustay_id, ce.charttime + , max(case when itemid = 229 then value else null end) as INV1_Type + , max(case when itemid = 8392 then value else null end) as INV1_Site + , max(case when itemid = 235 then value else null end) as INV2_Type + , max(case when itemid = 8393 then value else null end) as INV2_Site + , max(case when itemid = 241 then value else null end) as INV3_Type + , max(case when itemid = 8394 then value else null end) as INV3_Site + , max(case when itemid = 247 then value else null end) as INV4_Type + , max(case when itemid = 8395 then value else null end) as INV4_Site + , max(case when itemid = 253 then value else null end) as INV5_Type + , max(case when itemid = 8396 then value else null end) as INV5_Site + , max(case when itemid = 259 then value else null end) as INV6_Type + , max(case when itemid = 8397 then value else null end) as INV6_Site + , max(case when itemid = 265 then value else null end) as INV7_Type + , max(case when itemid = 8398 then value else null end) as INV7_Site + , max(case when itemid = 271 then value else null end) as INV8_Type + , max(case when itemid = 8399 then value else null end) as INV8_Site + FROM chartevents ce + where ce.itemid in + ( + 229 -- INV Line#1 [Type] + , 235 -- INV Line#2 [Type] + , 241 -- INV Line#3 [Type] + , 247 -- INV Line#4 [Type] + , 253 -- INV Line#5 [Type] + , 259 -- INV Line#6 [Type] + , 265 -- INV Line#7 [Type] + , 271 -- INV Line#8 [Type] + , 8392 -- INV Line#1 [Site] + , 8393 -- INV Line#2 [Site] + , 8394 -- INV Line#3 [Site] + , 8395 -- INV Line#4 [Site] + , 8396 -- INV Line#5 [Site] + , 8397 -- INV Line#6 [Site] + , 8398 -- INV Line#7 [Site] + , 8399 -- INV Line#8 [Site] + ) + and ce.value is not null + group by ce.icustay_id, ce.charttime +) +-- types of invasive lines in carevue +-- value | count +-- ------------------+-------- +-- A-Line | 460627 +-- Multi-lumen | 345858 +-- PICC line | 92285 +-- PA line | 65702 +-- Dialysis Line | 57579 +-- Introducer | 36027 +-- CCO PA Line | 24831 +-- | 22369 +-- Trauma Line | 15530 +-- Portacath | 12927 +-- Ventriculostomy | 10295 +-- Pre-Sep Catheter | 9678 +-- IABP | 8819 +-- Other/Remarks | 8725 +-- Midline | 5067 +-- Venous Access | 4278 +-- Hickman | 3783 +-- PacerIntroducer | 2663 +-- TripleIntroducer | 2262 +-- RIC | 1625 +-- PermaCath | 1066 +-- Camino Bolt | 913 +-- Lumbar Drain | 361 +-- (23 rows) +, cv as +( + select distinct icustay_id, charttime + from cv_grp + where (inv1_type in ('Multi-lumen', 'PICC line', 'Dialysis Line', 'Introducer','Trauma Line', 'Portacath', 'Venous Access', 'Hickman', 'PacerIntroducer', 'TripleIntroducer')) + OR (inv2_type in ('Multi-lumen', 'PICC line', 'Dialysis Line', 'Introducer','Trauma Line', 'Portacath', 'Venous Access', 'Hickman', 'PacerIntroducer', 'TripleIntroducer')) + OR (inv3_type in ('Multi-lumen', 'PICC line', 'Dialysis Line', 'Introducer','Trauma Line', 'Portacath', 'Venous Access', 'Hickman', 'PacerIntroducer', 'TripleIntroducer')) + OR (inv4_type in ('Multi-lumen', 'PICC line', 'Dialysis Line', 'Introducer','Trauma Line', 'Portacath', 'Venous Access', 'Hickman', 'PacerIntroducer', 'TripleIntroducer')) + OR (inv5_type in ('Multi-lumen', 'PICC line', 'Dialysis Line', 'Introducer','Trauma Line', 'Portacath', 'Venous Access', 'Hickman', 'PacerIntroducer', 'TripleIntroducer')) + OR (inv6_type in ('Multi-lumen', 'PICC line', 'Dialysis Line', 'Introducer','Trauma Line', 'Portacath', 'Venous Access', 'Hickman', 'PacerIntroducer', 'TripleIntroducer')) + OR (inv7_type in ('Multi-lumen', 'PICC line', 'Dialysis Line', 'Introducer','Trauma Line', 'Portacath', 'Venous Access', 'Hickman', 'PacerIntroducer', 'TripleIntroducer')) + OR (inv8_type in ('Multi-lumen', 'PICC line', 'Dialysis Line', 'Introducer','Trauma Line', 'Portacath', 'Venous Access', 'Hickman', 'PacerIntroducer', 'TripleIntroducer')) +) +-- transform carevue data into durations +, cv0 as +( + select + icustay_id + -- this carries over the previous charttime + , LAG(CHARTTIME, 1) OVER (partition by icustay_id order by charttime) as charttime_lag + , charttime + from cv +) +, cv1 as +( + select + icustay_id + , charttime + , charttime_lag + -- if the current observation indicates a line is present + -- calculate the time since the last charted line + , charttime - charttime_lag as central_line_duration + -- now we determine if the current line is "new" + -- new == no documentation for 16 hours + , case + when DATETIME_DIFF(charttime, charttime_lag, 'HOUR') > 16 + then 1 + else 0 + end as central_line_new + FROM cv0 +) +, cv2 as +( + select cv1.* + -- create a cumulative sum of the instances of new events + -- this results in a monotonic integer assigned to each new instance of a line + , SUM( central_line_new ) + OVER ( partition by icustay_id order by charttime ) + as central_line_rownum + from cv1 +) +-- create the durations for each line +, cv_dur as +( + select icustay_id + , central_line_rownum + , min(charttime) as starttime + , max(charttime) as endtime + , DATETIME_DIFF(max(charttime), min(charttime), 'HOUR') AS duration_hours + from cv2 + group by icustay_id, central_line_rownum + having min(charttime) != max(charttime) +) +select icustay_id + -- , central_line_rownum + , starttime, endtime, duration_hours +from cv_dur +UNION ALL +--TODO: collapse metavision durations if they overlap +select icustay_id + -- , ROW_NUMBER() over (PARTITION BY icustay_id ORDER BY starttime) as central_line_rownum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours +from mv +where central_line = 1 +order by icustay_id, starttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/crrt_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/crrt_durations.sql new file mode 100644 index 00000000..11f71959 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/crrt_durations.sql @@ -0,0 +1,197 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS crrt_durations; CREATE TABLE crrt_durations AS +with crrt_settings as +( + select ce.icustay_id, ce.charttime + , max( + case + when ce.itemid in + ( + 224149, -- Access Pressure + 224144, -- Blood Flow (ml/min) + 228004, -- Citrate (ACD-A) + 225183, -- Current Goal + 225977, -- Dialysate Fluid + 224154, -- Dialysate Rate + 224151, -- Effluent Pressure + 224150, -- Filter Pressure + 225958, -- Heparin Concentration (units/mL) + 224145, -- Heparin Dose (per hour) + 224191, -- Hourly Patient Fluid Removal + 228005, -- PBP (Prefilter) Replacement Rate + 228006, -- Post Filter Replacement Rate + 225976, -- Replacement Fluid + 224153, -- Replacement Rate + 224152, -- Return Pressure + 226457 -- Ultrafiltrate Output + ) then 1 + when ce.itemid in + ( + 29, -- Access mmHg + 173, -- Effluent Press mmHg + 192, -- Filter Pressure mmHg + 624, -- Return Pressure mmHg + 79, -- Blood Flow ml/min + 142, -- Current Goal + 146, -- Dialysate Flow ml/hr + 611, -- Replace Rate ml/hr + 5683 -- Hourly PFR + ) then 1 + when ce.itemid = 665 and value in ('Active','Clot Increasing','Clots Present','No Clot Present') + then 1 + when ce.itemid = 147 and value = 'Yes' + then 1 + else 0 end) + as RRT + -- Below indicates that a new instance of CRRT has started + , max( + case + -- System Integrity + when ce.itemid = 224146 and value in ('New Filter','Reinitiated') + then 1 + when ce.itemid = 665 and value in ('Initiated') + then 1 + else 0 + end ) as RRT_start + -- Below indicates that the current instance of CRRT has ended + , max( + case + -- System Integrity + when ce.itemid = 224146 and value in ('Discontinued','Recirculating') + then 1 + -- the only value like DC is "DC'D", use like to avoid apostrophe + when ce.itemid = 665 and (value = 'Clotted' OR value LIKE 'DC%') + then 1 + -- Reason for CRRT filter change + when ce.itemid = 225956 + then 1 + else 0 + end ) as RRT_end + FROM chartevents ce + where ce.itemid in + ( + -- MetaVision ITEMIDs + -- Below require special handling + 224146, -- System Integrity + 225956, -- Reason for CRRT Filter Change + -- Below are settings which indicate CRRT is started/continuing + 224149, -- Access Pressure + 224144, -- Blood Flow (ml/min) + 228004, -- Citrate (ACD-A) + 225183, -- Current Goal + 225977, -- Dialysate Fluid + 224154, -- Dialysate Rate + 224151, -- Effluent Pressure + 224150, -- Filter Pressure + 225958, -- Heparin Concentration (units/mL) + 224145, -- Heparin Dose (per hour) + 224191, -- Hourly Patient Fluid Removal + 228005, -- PBP (Prefilter) Replacement Rate + 228006, -- Post Filter Replacement Rate + 225976, -- Replacement Fluid + 224153, -- Replacement Rate + 224152, -- Return Pressure + 226457, -- Ultrafiltrate Output + -- CareVue ITEMIDs + -- Below require special handling + 665, -- System integrity + 147, -- Dialysate Infusing + 612, -- Replace.Fluid Infuse + -- Below are settings which indicate CRRT is started/continuing + 29, -- Access mmHg + 173, -- Effluent Press mmHg + 192, -- Filter Pressure mmHg + 624, -- Return Pressure mmHg + 142, -- Current Goal + 79, -- Blood Flow ml/min + 146, -- Dialysate Flow ml/hr + 611, -- Replace Rate ml/hr + 5683 -- Hourly PFR + ) + and ce.value is not null + and coalesce(ce.valuenum,1) != 0 -- non-zero rates/values + group by icustay_id, charttime +) +-- create various lagged variables for future query +, vd_lag AS +( + select + icustay_id + -- this carries over the previous charttime + , LAG(CHARTTIME, 1) OVER W AS charttime_prev_row + , charttime + , RRT + , RRT_start + , RRT_end + , LAG(RRT_end, 1) OVER W AS rrt_ended_prev_row + FROM crrt_settings + WINDOW w AS + ( + partition by icustay_id, case when RRT=1 or RRT_end=1 then 1 else 0 end + order by charttime + ) +) +, vd1 as +( + select + icustay_id + , charttime + , RRT + , RRT_start + , RRT_end + + -- now we determine if the current event is a new instantiation + , case + when RRT_start = 1 + then 1 + -- if there is an end flag, we mark any subsequent event as new + when RRT_end = 1 + -- note the end is *not* a new event, the *subsequent* row is + -- so here we output 0 + then 0 + when rrt_ended_prev_row = 1 + then 1 + -- if there is less than 2 hours between CRRT settings, we do not treat this as a new CRRT event + when DATETIME_DIFF(charttime, charttime_prev_row, 'HOUR') <= 2 + then 0 + else 1 + end as NewCRRT + -- use the temp table with only settings FROM chartevents + FROM vd_lag +) +, vd2 as +( + select vd1.* + -- create a cumulative sum of the instances of new CRRT + -- this results in a monotonically increasing integer assigned to each CRRT + , case when RRT_start = 1 or RRT=1 or RRT_end = 1 then + SUM( NewCRRT ) + OVER ( partition by icustay_id order by charttime ) + else null end + as num + --- now we convert CHARTTIME of CRRT settings into durations + from vd1 + -- now we can isolate to just rows with settings + -- (before we had rows with start/end flags) + -- this removes any null values for NewCRRT + where + RRT_start = 1 or RRT = 1 or RRT_end = 1 +) +-- create the durations for each CRRT instance +, fin as +( +select icustay_id + , num + , min(charttime) as starttime + , max(charttime) as endtime + , DATETIME_DIFF(max(charttime), min(charttime), 'HOUR') AS duration_hours + -- add durations +from vd2 +group by icustay_id, num +having min(charttime) != max(charttime) +) +select icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as num + , starttime, endtime, duration_hours +from fin +order by icustay_id, num diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dobutamine_dose.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dobutamine_dose.sql new file mode 100644 index 00000000..bfd3f703 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dobutamine_dose.sql @@ -0,0 +1,259 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS dobutamine_dose; CREATE TABLE dobutamine_dose AS +-- This query extracts dose+durations of dopamine administration + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid in (30042,30306) then 1 else 0 end) as vaso -- dobutamine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid in (30042,30306) and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid in (30042,30306) and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid in (30042,30306) then rate else null end) as vaso_rate + , max(case when itemid in (30042,30306) then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid in (30042,30306) -- dobutamine + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , vaso_stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by icustay_id, charttime; + +, vasocv7 as +( +select + icustay_id + , charttime as starttime + , lead(charttime) OVER (partition by icustay_id, vaso_first order by charttime) as endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +) +-- table of start/stop times for event +, vasocv8 as +( + select + icustay_id + , starttime, endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv7 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +-- collapse these start/stop times down if the rate doesn't change +, vasocv9 as +( + select + icustay_id + , starttime, endtime + , case + when LAG(endtime) OVER (partition by icustay_id order by starttime, endtime) = starttime + AND LAG(vaso_rate) OVER (partition by icustay_id order by starttime, endtime) = vaso_rate + THEN 0 + else 1 + end as vaso_groups + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv8 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +, vasocv10 as +( + select + icustay_id + , starttime, endtime + , vaso_groups + , SUM(vaso_groups) OVER (partition by icustay_id order by starttime, endtime) as vaso_groups_sum + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv9 +) +, vasocv as +( + select icustay_id + , min(starttime) as starttime + , max(endtime) as endtime + , vaso_groups_sum + , vaso_rate + , sum(vaso_amount) as vaso_amount + from vasocv10 + group by icustay_id, vaso_groups_sum, vaso_rate +) +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , rate as vaso_rate + , amount as vaso_amount + , starttime + , endtime + from inputevents_mv + where itemid = 221653 -- dobutamine + and statusdescription != 'Rewritten' -- only valid orders +) +-- now assign this data to every hour of the patient's stay +-- vaso_amount for carevue is not accurate +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasocv +UNION ALL +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasomv +order by icustay_id, starttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dobutamine_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dobutamine_durations.sql new file mode 100644 index 00000000..3d41c38d --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dobutamine_durations.sql @@ -0,0 +1,228 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS dobutamine_durations; CREATE TABLE dobutamine_durations AS +-- This query extracts durations of dobutamine administration +-- Consecutive administrations are numbered 1, 2, ... +-- Total time on the drug can be calculated from this table by grouping using ICUSTAY_ID + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid in (30042,30306) then 1 else 0 end) as vaso -- dobutamine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid in (30042,30306) and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid in (30042,30306) and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid in (30042,30306) then rate else null end) as vaso_rate + , max(case when itemid in (30042,30306) then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid in (30042,30306) -- dobutamine + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , case when vaso_stopped = 1 then 'Y' else '' end as stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by charttime; + + +, vasocv as +( +-- below groups together vasopressor administrations into groups +select + icustay_id + -- the first non-null rate is considered the starttime + , min(case when vaso_rate is not null then charttime else null end) as starttime + -- the *first* time the first/last flags agree is the stop time for this duration + , min(case when vaso_first = vaso_stop then charttime else null end) as endtime +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +group by icustay_id, vaso_first +having -- ensure start time is not the same as end time + min(charttime) != min(case when vaso_first = vaso_stop then charttime else null end) +and + max(vaso_rate) > 0 -- if the rate was always 0 or null, we consider it not a real drug delivery +) + +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , min(starttime) as starttime, max(endtime) as endtime + FROM inputevents_mv + where itemid = 221653 -- dobutamine + and statusdescription != 'Rewritten' -- only valid orders + group by icustay_id, linkorderid +) + +select + icustay_id + -- generate a sequential integer for convenience + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasocv + +UNION ALL + +select + icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasomv + +order by icustay_id, vasonum; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dopamine_dose.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dopamine_dose.sql new file mode 100644 index 00000000..5b25e6a1 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dopamine_dose.sql @@ -0,0 +1,262 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS dopamine_dose; CREATE TABLE dopamine_dose AS +-- This query extracts dose+durations of dopamine administration + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid in (30043,30307) then 1 else 0 end) as vaso -- dopamine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid in (30043,30307) and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid in (30043,30307) and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid in (30043,30307) then rate else null end) as vaso_rate + , max(case when itemid in (30043,30307) then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid in + ( + 30043,30307 -- dopamine + ) + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , vaso_stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by icustay_id, charttime; + +, vasocv7 as +( +select + icustay_id + , charttime as starttime + , lead(charttime) OVER (partition by icustay_id, vaso_first order by charttime) as endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +) +-- table of start/stop times for event +, vasocv8 as +( + select + icustay_id + , starttime, endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv7 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +-- collapse these start/stop times down if the rate doesn't change +, vasocv9 as +( + select + icustay_id + , starttime, endtime + , case + when LAG(endtime) OVER (partition by icustay_id order by starttime, endtime) = starttime + AND LAG(vaso_rate) OVER (partition by icustay_id order by starttime, endtime) = vaso_rate + THEN 0 + else 1 + end as vaso_groups + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv8 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +, vasocv10 as +( + select + icustay_id + , starttime, endtime + , vaso_groups + , SUM(vaso_groups) OVER (partition by icustay_id order by starttime, endtime) as vaso_groups_sum + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv9 +) +, vasocv as +( + select icustay_id + , min(starttime) as starttime + , max(endtime) as endtime + , vaso_groups_sum + , vaso_rate + , sum(vaso_amount) as vaso_amount + from vasocv10 + group by icustay_id, vaso_groups_sum, vaso_rate +) +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , rate as vaso_rate + , amount as vaso_amount + , starttime + , endtime + from inputevents_mv + where itemid = 221662 -- dopamine + and statusdescription != 'Rewritten' -- only valid orders +) +-- now assign this data to every hour of the patient's stay +-- vaso_amount for carevue is not accurate +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasocv +UNION ALL +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasomv +order by icustay_id, starttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dopamine_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dopamine_durations.sql new file mode 100644 index 00000000..55898a64 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/dopamine_durations.sql @@ -0,0 +1,231 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS dopamine_durations; CREATE TABLE dopamine_durations AS +-- This query extracts durations of dopamine administration +-- Consecutive administrations are numbered 1, 2, ... +-- Total time on the drug can be calculated from this table by grouping using ICUSTAY_ID + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid in (30043,30307) then 1 else 0 end) as vaso -- dopamine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid in (30043,30307) and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid in (30043,30307) and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid in (30043,30307) then rate else null end) as vaso_rate + , max(case when itemid in (30043,30307) then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid in + ( + 30043,30307 -- dopamine + ) + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , case when vaso_stopped = 1 then 'Y' else '' end as stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by charttime; + + +, vasocv as +( +-- below groups together vasopressor administrations into groups +select + icustay_id + -- the first non-null rate is considered the starttime + , min(case when vaso_rate is not null then charttime else null end) as starttime + -- the *first* time the first/last flags agree is the stop time for this duration + , min(case when vaso_first = vaso_stop then charttime else null end) as endtime +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +group by icustay_id, vaso_first +having -- ensure start time is not the same as end time + min(charttime) != min(case when vaso_first = vaso_stop then charttime else null end) +and + max(vaso_rate) > 0 -- if the rate was always 0 or null, we consider it not a real drug delivery +) + +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , min(starttime) as starttime, max(endtime) as endtime + FROM inputevents_mv + where itemid = 221662 -- dopamine + and statusdescription != 'Rewritten' -- only valid orders + group by icustay_id, linkorderid +) + +select + icustay_id + -- generate a sequential integer for convenience + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasocv + +UNION ALL + +select + icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasomv + +order by icustay_id, vasonum; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/epinephrine_dose.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/epinephrine_dose.sql new file mode 100644 index 00000000..29b556d9 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/epinephrine_dose.sql @@ -0,0 +1,273 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS epinephrine_dose; CREATE TABLE epinephrine_dose AS +-- This query extracts dose+durations of epinephrine administration + +-- Requires the weightfirstday table + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + cv.icustay_id, cv.charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid in (30044,30119,30309) then 1 else 0 end) as vaso -- epinephrine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid in (30044,30119,30309) and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid in (30044,30119,30309) and rate is not null then 1 else 0 end) as vaso_null + , max(case + when itemid = 30044 and wd.weight is null then rate / 80.0 -- super rare to be missing weight... affects 2 patients for 14 rows + when itemid = 30044 then rate / wd.weight -- measured in mcgmin + when itemid in (30119,30309) then rate -- measured in mcgkgmin + else null + end) as vaso_rate + , max(case when itemid in (30044,30119,30309) then amount else null end) as vaso_amount + + FROM inputevents_cv cv + left join weight_durations wd + on cv.icustay_id = wd.icustay_id + and cv.charttime between wd.starttime and wd.endtime + where itemid in + ( + 30044,30119,30309 -- epinephrine + ) + and cv.icustay_id is not null + group by cv.icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , vaso_stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by icustay_id, charttime; + +, vasocv7 as +( +select + icustay_id + , charttime as starttime + , lead(charttime) OVER (partition by icustay_id, vaso_first order by charttime) as endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +) +-- table of start/stop times for event +, vasocv8 as +( + select + icustay_id + , starttime, endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv7 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +-- collapse these start/stop times down if the rate doesn't change +, vasocv9 as +( + select + icustay_id + , starttime, endtime + , case + when LAG(endtime) OVER (partition by icustay_id order by starttime, endtime) = starttime + AND LAG(vaso_rate) OVER (partition by icustay_id order by starttime, endtime) = vaso_rate + THEN 0 + else 1 + end as vaso_groups + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv8 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +, vasocv10 as +( + select + icustay_id + , starttime, endtime + , vaso_groups + , SUM(vaso_groups) OVER (partition by icustay_id order by starttime, endtime) as vaso_groups_sum + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv9 +) +, vasocv as +( + select icustay_id + , min(starttime) as starttime + , max(endtime) as endtime + , vaso_groups_sum + , vaso_rate + , sum(vaso_amount) as vaso_amount + from vasocv10 + group by icustay_id, vaso_groups_sum, vaso_rate +) +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , rate as vaso_rate + , amount as vaso_amount + , starttime + , endtime + from inputevents_mv + where itemid = 221289 -- epinephrine + and statusdescription != 'Rewritten' -- only valid orders +) +-- now assign this data to every hour of the patient's stay +-- vaso_amount for carevue is not accurate +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasocv +UNION ALL +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasomv +order by icustay_id, starttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/epinephrine_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/epinephrine_durations.sql new file mode 100644 index 00000000..eab85e24 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/epinephrine_durations.sql @@ -0,0 +1,231 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS epinephrine_durations; CREATE TABLE epinephrine_durations AS +-- This query extracts durations of epinephrine administration +-- Consecutive administrations are numbered 1, 2, ... +-- Total time on the drug can be calculated from this table by grouping using ICUSTAY_ID + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid in (30044,30119,30309) then 1 else 0 end) as vaso -- epinephrine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid in (30044,30119,30309) and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid in (30044,30119,30309) and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid in (30044,30119,30309) then rate else null end) as vaso_rate + , max(case when itemid in (30044,30119,30309) then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid in + ( + 30044,30119,30309 -- epinephrine + ) + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , case when vaso_stopped = 1 then 'Y' else '' end as stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by charttime; + + +, vasocv as +( +-- below groups together vasopressor administrations into groups +select + icustay_id + -- the first non-null rate is considered the starttime + , min(case when vaso_rate is not null then charttime else null end) as starttime + -- the *first* time the first/last flags agree is the stop time for this duration + , min(case when vaso_first = vaso_stop then charttime else null end) as endtime +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +group by icustay_id, vaso_first +having -- ensure start time is not the same as end time + min(charttime) != min(case when vaso_first = vaso_stop then charttime else null end) +and + max(vaso_rate) > 0 -- if the rate was always 0 or null, we consider it not a real drug delivery +) + +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , min(starttime) as starttime, max(endtime) as endtime + FROM inputevents_mv + where itemid = 221289 -- epinephrine + and statusdescription != 'Rewritten' -- only valid orders + group by icustay_id, linkorderid +) + +select + icustay_id + -- generate a sequential integer for convenience + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasocv + +UNION ALL + +select + icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasomv + +order by icustay_id, vasonum; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/isuprel_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/isuprel_durations.sql new file mode 100644 index 00000000..c780f4c1 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/isuprel_durations.sql @@ -0,0 +1,228 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS isuprel_durations; CREATE TABLE isuprel_durations AS +-- This query extracts durations of isuprel administration +-- Consecutive administrations are numbered 1, 2, ... +-- Total time on the drug can be calculated from this table by grouping using ICUSTAY_ID + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid = 30046 then 1 else 0 end) as vaso -- Isuprel + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid = 30046 and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid = 30046 and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid = 30046 then rate else null end) as vaso_rate + , max(case when itemid = 30046 then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid = 30046 -- Isuprel + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , case when vaso_stopped = 1 then 'Y' else '' end as stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by charttime; + + +, vasocv as +( +-- below groups together vasopressor administrations into groups +select + icustay_id + -- the first non-null rate is considered the starttime + , min(case when vaso_rate is not null then charttime else null end) as starttime + -- the *first* time the first/last flags agree is the stop time for this duration + , min(case when vaso_first = vaso_stop then charttime else null end) as endtime +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +group by icustay_id, vaso_first +having -- ensure start time is not the same as end time + min(charttime) != min(case when vaso_first = vaso_stop then charttime else null end) +and + max(vaso_rate) > 0 -- if the rate was always 0 or null, we consider it not a real drug delivery +) + +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , min(starttime) as starttime, max(endtime) as endtime + FROM inputevents_mv + where itemid = 227692 -- Isuprel + and statusdescription != 'Rewritten' -- only valid orders + group by icustay_id, linkorderid +) + +select + icustay_id + -- generate a sequential integer for convenience + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasocv + +UNION ALL + +select + icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasomv + +order by icustay_id, vasonum; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/milrinone_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/milrinone_durations.sql new file mode 100644 index 00000000..0f125fdd --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/milrinone_durations.sql @@ -0,0 +1,228 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS milrinone_durations; CREATE TABLE milrinone_durations AS +-- This query extracts durations of milrinone administration +-- Consecutive administrations are numbered 1, 2, ... +-- Total time on the drug can be calculated from this table by grouping using ICUSTAY_ID + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid = 30125 then 1 else 0 end) as vaso -- milrinone + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid = 30125 and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid = 30125 and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid = 30125 then rate else null end) as vaso_rate + , max(case when itemid = 30125 then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid = 30125 -- milrinone + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , case when vaso_stopped = 1 then 'Y' else '' end as stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by charttime; + + +, vasocv as +( +-- below groups together vasopressor administrations into groups +select + icustay_id + -- the first non-null rate is considered the starttime + , min(case when vaso_rate is not null then charttime else null end) as starttime + -- the *first* time the first/last flags agree is the stop time for this duration + , min(case when vaso_first = vaso_stop then charttime else null end) as endtime +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +group by icustay_id, vaso_first +having -- ensure start time is not the same as end time + min(charttime) != min(case when vaso_first = vaso_stop then charttime else null end) +and + max(vaso_rate) > 0 -- if the rate was always 0 or null, we consider it not a real drug delivery +) + +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , min(starttime) as starttime, max(endtime) as endtime + FROM inputevents_mv + where itemid = 221986 -- milrinone + and statusdescription != 'Rewritten' -- only valid orders + group by icustay_id, linkorderid +) + +select + icustay_id + -- generate a sequential integer for convenience + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasocv + +UNION ALL + +select + icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasomv + +order by icustay_id, vasonum; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/neuroblock_dose.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/neuroblock_dose.sql new file mode 100644 index 00000000..20836f33 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/neuroblock_dose.sql @@ -0,0 +1,318 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS neuroblock_dose; CREATE TABLE neuroblock_dose AS +-- This query extracts dose+durations of neuromuscular blocking agents +-- Note: we assume that injections will be filtered for carevue as they will have starttime = stopttime. + +-- Get drug administration data from CareVue and MetaVision +-- metavision is simple and only requires one temporary table +with drugmv as +( + select + icustay_id, orderid + , rate as drug_rate + , amount as drug_amount + , starttime + , endtime + from inputevents_mv + where itemid in + ( + 222062 -- Vecuronium (664 rows, 154 infusion rows) + , 221555 -- Cisatracurium (9334 rows, 8970 infusion rows) + ) + and statusdescription != 'Rewritten' -- only valid orders + and rate is not null -- only continuous infusions +) +, drugcv1 as +( + select + icustay_id, charttime + -- where clause below ensures all rows are instance of the drug + , 1 as drug + + -- the 'stopped' column indicates if a drug has been disconnected + , max(case when stopped in ('Stopped','D/C''d') then 1 else 0 end) as drug_stopped + + -- we only include continuous infusions, therefore expect a rate + , max(case + -- for "free form" entries (itemid >= 40000) rate is not available + when itemid >= 40000 and amount is not null then 1 + when itemid < 40000 and rate is not null then 1 + else 0 end) as drug_null + , max(case + -- for "free form" entries (itemid >= 40000) rate is not available + when itemid >= 40000 then coalesce(rate, amount) + else rate end) as drug_rate + , max(amount) as drug_amount + from inputevents_cv + where itemid in + ( + 30114 -- Cisatracurium (63994 rows) + , 30138 -- Vecuronium (5160 rows) + , 30113 -- Atracurium (1163 rows) + -- Below rows are less frequent ad-hoc documentation, but worth including! + , 42174 -- nimbex cc/hr (207 rows) + , 42385 -- Cisatracurium gtt (156 rows) + , 41916 -- NIMBEX inputevents_cv (136 rows) + , 42100 -- cistatracurium (132 rows) + , 42045 -- nimbex mcg/kg/min (78 rows) + , 42246 -- CISATRICARIUM CC/HR (70 rows) + , 42291 -- NIMBEX CC/HR (48 rows) + , 42590 -- nimbex inputevents_cv (38 rows) + , 42284 -- CISATRACURIUM DRIP (9 rows) + , 45096 -- Vecuronium drip (2 rows) + ) + group by icustay_id, charttime + UNION + -- add data from chartevents + select + icustay_id, charttime + -- where clause below ensures all rows are instance of the drug + , 1 as drug + + -- the 'stopped' column indicates if a drug has been disconnected + , max(case when stopped in ('Stopped','D/C''d') then 1 else 0 end) as drug_stopped + , max(case when valuenum <= 10 then 0 else 1 end) as drug_null + + -- educated guess! + , max(case when valuenum <= 10 then valuenum else null end) as drug_rate + , max(case when valuenum > 10 then valuenum else null end) as drug_amount + from chartevents + where itemid in + ( + 1856 -- Vecuronium mcg/min (8 rows) + , 2164 -- NIMBEX MG/KG/HR (243 rows) + , 2548 -- nimbex mg/kg/hr (103 rows) + , 2285 -- nimbex mcg/kg/min (85 rows) + , 2290 -- nimbex mcg/kg/m (32 rows) + , 2670 -- nimbex (38 rows) + , 2546 -- CISATRACURIUMMG/KG/H (7 rows) + , 1098 -- cisatracurium mg/kg (36 rows) + , 2390 -- cisatracurium mg/hr (15 rows) + , 2511 -- CISATRACURIUM GTT (4 rows) + , 1028 -- Cisatracurium (208 rows) + , 1858 -- cisatracurium (351 rows) + ) + group by icustay_id, charttime + +) +, drugcv2 as +( + select v.* + , sum(drug_null) over (partition by icustay_id order by charttime) as drug_partition + from + drugcv1 v +) +, drugcv3 as +( + select v.* + , first_value(drug_rate) over (partition by icustay_id, drug_partition order by charttime) as drug_prevrate_ifnull + from + drugcv2 v +) +, drugcv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, drug order by charttime))) AS delta + + , drug + , drug_rate + , drug_amount + , drug_stopped + , drug_prevrate_ifnull + + -- We define start time here + , case + when drug = 0 then null + + -- if this is the first instance of the drug + when drug_rate > 0 and + LAG(drug_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, drug, drug_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes drugnum sequential + when drug_rate = 0 and + LAG(drug_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, drug + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- drug_prevrate_ifnull is equal to the previous value *iff* the current value is null + when drug_prevrate_ifnull = 0 and + LAG(drug_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, drug + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newdrug = 1 + when LAG(drug_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, drug + order by charttime + ) = 0 + then 1 + + -- If the last recorded drug was D/C'd, newdrug = 1 + when + LAG(drug_stopped,1) + OVER + ( + partition by icustay_id, drug + order by charttime + ) + = 1 then 1 + + when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, drug order by charttime))) > (interval '8 hours') then 1 + else null + end as drug_start + +FROM + drugcv3 +) +-- propagate start/stop flags forward in time +, drugcv5 as +( + select v.* + , SUM(drug_start) OVER (partition by icustay_id, drug order by charttime) as drug_first +FROM + drugcv4 v +) +, drugcv6 as +( + select v.* + -- We define end time here + , case + when drug = 0 + then null + + -- If the recorded drug was D/C'd, this is an end time + when drug_stopped = 1 + then drug_first + + -- If the rate is zero, this is the end time + when drug_rate = 0 + then drug_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on drug + -- in principle, this could add an extra end time for the drug + -- however, since we later group on drug_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, drug + order by charttime + ) is null + then drug_first + + else null + end as drug_stop + from drugcv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, drug, drug_rate, drug_amount +-- , drug_stopped +-- , drug_start +-- , drug_first +-- , drug_stop +-- from drugcv6 order by icustay_id, charttime; + +, drugcv7 as +( +select + icustay_id + , charttime as starttime + , lead(charttime) OVER (partition by icustay_id, drug_first order by charttime) as endtime + , drug, drug_rate, drug_amount, drug_stop, drug_start, drug_first +from drugcv6 +where + drug_first is not null -- bogus data +and + drug_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +) +-- table of start/stop times for event +, drugcv8 as +( + select + icustay_id + , starttime, endtime + , drug, drug_rate, drug_amount, drug_stop, drug_start, drug_first + from drugcv7 + where endtime is not null + and drug_rate > 0 + and starttime != endtime +) +-- collapse these start/stop times down if the rate doesn't change +, drugcv9 as +( + select + icustay_id + , starttime, endtime + , case + when LAG(endtime) OVER (partition by icustay_id order by starttime, endtime) = starttime + AND LAG(drug_rate) OVER (partition by icustay_id order by starttime, endtime) = drug_rate + THEN 0 + else 1 + end as drug_groups + , drug, drug_rate, drug_amount, drug_stop, drug_start, drug_first + from drugcv8 + where endtime is not null + and drug_rate > 0 + and starttime != endtime +) +, drugcv10 as +( + select + icustay_id + , starttime, endtime + , drug_groups + , SUM(drug_groups) OVER (partition by icustay_id order by starttime, endtime) as drug_groups_sum + , drug, drug_rate, drug_amount, drug_stop, drug_start, drug_first + from drugcv9 +) +, drugcv as +( + select icustay_id + , min(starttime) as starttime + , max(endtime) as endtime + , drug_groups_sum + , drug_rate + , sum(drug_amount) as drug_amount + from drugcv10 + group by icustay_id, drug_groups_sum, drug_rate +) +-- now assign this data to every hour of the patient's stay +-- drug_amount for carevue is not accurate +SELECT icustay_id + , starttime, endtime + , drug_rate, drug_amount +from drugcv +UNION +SELECT icustay_id + , starttime, endtime + , drug_rate, drug_amount +from drugmv +order by icustay_id, starttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/norepinephrine_dose.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/norepinephrine_dose.sql new file mode 100644 index 00000000..9f2f97bf --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/norepinephrine_dose.sql @@ -0,0 +1,270 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS norepinephrine_dose; CREATE TABLE norepinephrine_dose AS +-- This query extracts dose+durations of norepinephrine administration +-- Total time on the drug can be calculated from this table by grouping using ICUSTAY_ID + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + cv.icustay_id, cv.charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid in (30047,30120) then 1 else 0 end) as vaso -- norepinephrine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid in (30047,30120) and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + -- case statement determining whether the ITEMID is an instance of vasopressor usage + + , max(case when itemid in (30047,30120) and rate is not null then 1 else 0 end) as vaso_null + , max(case + when itemid = 30047 and wd.weight is null then rate / 80.0 -- this is rare, only affects a total of ~400 rows + when itemid = 30047 then rate / wd.weight -- measured in mcgmin + when itemid = 30120 then rate -- measured in mcgkgmin ** there are clear errors, perhaps actually mcgmin + else null end) as vaso_rate + , max(case when itemid in (30047,30120) then amount else null end) as vaso_amount + + FROM inputevents_cv cv + left join weight_durations wd + on cv.icustay_id = wd.icustay_id + and cv.charttime between wd.starttime and wd.endtime + where itemid in (30047,30120) -- norepinephrine + and cv.icustay_id is not null + group by cv.icustay_id, cv.charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , vaso_stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by icustay_id, charttime; + +, vasocv7 as +( +select + icustay_id + , charttime as starttime + , lead(charttime) OVER (partition by icustay_id, vaso_first order by charttime) as endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +) +-- table of start/stop times for event +, vasocv8 as +( + select + icustay_id + , starttime, endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv7 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +-- collapse these start/stop times down if the rate doesn't change +, vasocv9 as +( + select + icustay_id + , starttime, endtime + , case + when LAG(endtime) OVER (partition by icustay_id order by starttime, endtime) = starttime + AND LAG(vaso_rate) OVER (partition by icustay_id order by starttime, endtime) = vaso_rate + THEN 0 + else 1 + end as vaso_groups + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv8 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +, vasocv10 as +( + select + icustay_id + , starttime, endtime + , vaso_groups + , SUM(vaso_groups) OVER (partition by icustay_id order by starttime, endtime) as vaso_groups_sum + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv9 +) +, vasocv as +( + select icustay_id + , min(starttime) as starttime + , max(endtime) as endtime + , vaso_groups_sum + , vaso_rate + , sum(vaso_amount) as vaso_amount + from vasocv10 + group by icustay_id, vaso_groups_sum, vaso_rate +) +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , rate as vaso_rate + , amount as vaso_amount + , starttime + , endtime + from inputevents_mv + where itemid = 221906 -- norepinephrine + and statusdescription != 'Rewritten' -- only valid orders +) +-- now assign this data to every hour of the patient's stay +-- vaso_amount for carevue is not accurate +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasocv +UNION ALL +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasomv +order by icustay_id, starttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/norepinephrine_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/norepinephrine_durations.sql new file mode 100644 index 00000000..776af190 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/norepinephrine_durations.sql @@ -0,0 +1,227 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS norepinephrine_durations; CREATE TABLE norepinephrine_durations AS +-- This query extracts durations of norepinephrine administration +-- Consecutive administrations are numbered 1, 2, ... +-- Total time on the drug can be calculated from this table by grouping using ICUSTAY_ID + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid in (30047,30120) then 1 else 0 end) as vaso -- norepinephrine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid in (30047,30120) and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid in (30047,30120) and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid in (30047,30120) then rate else null end) as vaso_rate + , max(case when itemid in (30047,30120) then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid in (30047,30120) -- norepinephrine + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the carevue data before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , case when vaso_stopped = 1 then 'Y' else '' end as stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by charttime; + +, vasocv as +( +-- below groups together vasopressor administrations into groups +select + icustay_id + -- the first non-null rate is considered the starttime + , min(case when vaso_rate is not null then charttime else null end) as starttime + -- the *first* time the first/last flags agree is the stop time for this duration + , min(case when vaso_first = vaso_stop then charttime else null end) as endtime +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +group by icustay_id, vaso_first +having -- ensure start time is not the same as end time + min(charttime) != min(case when vaso_first = vaso_stop then charttime else null end) +and + max(vaso_rate) > 0 -- if the rate was always 0 or null, we consider it not a real drug delivery +) + +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , min(starttime) as starttime, max(endtime) as endtime + FROM inputevents_mv + where itemid = 221906 -- norepinephrine + and statusdescription != 'Rewritten' -- only valid orders + group by icustay_id, linkorderid +) + +select + icustay_id + -- generate a sequential integer for convenience + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasocv + +UNION ALL + +select + icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasomv + +order by icustay_id, vasonum; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/phenylephrine_dose.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/phenylephrine_dose.sql new file mode 100644 index 00000000..eaea5c74 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/phenylephrine_dose.sql @@ -0,0 +1,259 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS phenylephrine_dose; CREATE TABLE phenylephrine_dose AS +-- This query extracts dose+durations of phenylephrine administration + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid in (30127,30128) then 1 else 0 end) as vaso -- phenylephrine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid in (30127,30128) and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid in (30127,30128) and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid in (30127,30128) then rate else null end) as vaso_rate + , max(case when itemid in (30127,30128) then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid in (30127,30128) -- phenylephrine + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , vaso_stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by icustay_id, charttime; + +, vasocv7 as +( +select + icustay_id + , charttime as starttime + , lead(charttime) OVER (partition by icustay_id, vaso_first order by charttime) as endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +) +-- table of start/stop times for event +, vasocv8 as +( + select + icustay_id + , starttime, endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv7 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +-- collapse these start/stop times down if the rate doesn't change +, vasocv9 as +( + select + icustay_id + , starttime, endtime + , case + when LAG(endtime) OVER (partition by icustay_id order by starttime, endtime) = starttime + AND LAG(vaso_rate) OVER (partition by icustay_id order by starttime, endtime) = vaso_rate + THEN 0 + else 1 + end as vaso_groups + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv8 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +, vasocv10 as +( + select + icustay_id + , starttime, endtime + , vaso_groups + , SUM(vaso_groups) OVER (partition by icustay_id order by starttime, endtime) as vaso_groups_sum + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv9 +) +, vasocv as +( + select icustay_id + , min(starttime) as starttime + , max(endtime) as endtime + , vaso_groups_sum + , vaso_rate + , sum(vaso_amount) as vaso_amount + from vasocv10 + group by icustay_id, vaso_groups_sum, vaso_rate +) +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , rate as vaso_rate + , amount as vaso_amount + , starttime + , endtime + from inputevents_mv + where itemid = 221749 -- phenylephrine + and statusdescription != 'Rewritten' -- only valid orders +) +-- now assign this data to every hour of the patient's stay +-- vaso_amount for carevue is not accurate +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasocv +UNION ALL +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasomv +order by icustay_id, starttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/phenylephrine_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/phenylephrine_durations.sql new file mode 100644 index 00000000..0b1e31f9 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/phenylephrine_durations.sql @@ -0,0 +1,231 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS phenylephrine_durations; CREATE TABLE phenylephrine_durations AS +-- This query extracts durations of phenylephrine administration +-- Consecutive administrations are numbered 1, 2, ... +-- Total time on the drug can be calculated from this table by grouping using ICUSTAY_ID + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid in (30127,30128) then 1 else 0 end) as vaso -- phenylephrine + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid in (30127,30128) and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid in (30127,30128) and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid in (30127,30128) then rate else null end) as vaso_rate + , max(case when itemid in (30127,30128) then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid in + ( + 30127,30128 -- phenylephrine + ) + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , case when vaso_stopped = 1 then 'Y' else '' end as stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by charttime; + + +, vasocv as +( +-- below groups together vasopressor administrations into groups +select + icustay_id + -- the first non-null rate is considered the starttime + , min(case when vaso_rate is not null then charttime else null end) as starttime + -- the *first* time the first/last flags agree is the stop time for this duration + , min(case when vaso_first = vaso_stop then charttime else null end) as endtime +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +group by icustay_id, vaso_first +having -- ensure start time is not the same as end time + min(charttime) != min(case when vaso_first = vaso_stop then charttime else null end) +and + max(vaso_rate) > 0 -- if the rate was always 0 or null, we consider it not a real drug delivery +) + +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , min(starttime) as starttime, max(endtime) as endtime + FROM inputevents_mv + where itemid = 221749 -- phenylephrine + and statusdescription != 'Rewritten' -- only valid orders + group by icustay_id, linkorderid +) + +select + icustay_id + -- generate a sequential integer for convenience + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasocv + +UNION ALL + +select + icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasomv + +order by icustay_id, vasonum; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/vasopressin_dose.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/vasopressin_dose.sql new file mode 100644 index 00000000..6a0bb5b7 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/vasopressin_dose.sql @@ -0,0 +1,259 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS vasopressin_dose; CREATE TABLE vasopressin_dose AS +-- This query extracts dose+durations of vasopressin administration + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid = 30051 then 1 else 0 end) as vaso -- vasopressin + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid = 30051 and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid = 30051 and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid = 30051 then rate else null end) as vaso_rate + , max(case when itemid = 30051 then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid = 30051 -- vasopressin + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , vaso_stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by icustay_id, charttime; + +, vasocv7 as +( +select + icustay_id + , charttime as starttime + , lead(charttime) OVER (partition by icustay_id, vaso_first order by charttime) as endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +) +-- table of start/stop times for event +, vasocv8 as +( + select + icustay_id + , starttime, endtime + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv7 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +-- collapse these start/stop times down if the rate doesn't change +, vasocv9 as +( + select + icustay_id + , starttime, endtime + , case + when LAG(endtime) OVER (partition by icustay_id order by starttime, endtime) = starttime + AND LAG(vaso_rate) OVER (partition by icustay_id order by starttime, endtime) = vaso_rate + THEN 0 + else 1 + end as vaso_groups + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv8 + where endtime is not null + and vaso_rate > 0 + and starttime != endtime +) +, vasocv10 as +( + select + icustay_id + , starttime, endtime + , vaso_groups + , SUM(vaso_groups) OVER (partition by icustay_id order by starttime, endtime) as vaso_groups_sum + , vaso, vaso_rate, vaso_amount, vaso_stop, vaso_start, vaso_first + from vasocv9 +) +, vasocv as +( + select icustay_id + , min(starttime) as starttime + , max(endtime) as endtime + , vaso_groups_sum + , vaso_rate + , sum(vaso_amount) as vaso_amount + from vasocv10 + group by icustay_id, vaso_groups_sum, vaso_rate +) +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , CASE WHEN rateuom = 'units/min' THEN rate*60.0 ELSE rate END as vaso_rate + , amount as vaso_amount + , starttime + , endtime + from inputevents_mv + where itemid = 222315 -- vasopressin + and statusdescription != 'Rewritten' -- only valid orders +) +-- now assign this data to every hour of the patient's stay +-- vaso_amount for carevue is not accurate +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasocv +UNION ALL +SELECT icustay_id + , starttime, endtime + , vaso_rate, vaso_amount +from vasomv +order by icustay_id, starttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/vasopressin_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/vasopressin_durations.sql new file mode 100644 index 00000000..0d876602 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/vasopressin_durations.sql @@ -0,0 +1,228 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS vasopressin_durations; CREATE TABLE vasopressin_durations AS +-- This query extracts durations of vasopressin administration +-- Consecutive administrations are numbered 1, 2, ... +-- Total time on the drug can be calculated from this table by grouping using ICUSTAY_ID + +-- Get drug administration data from CareVue first +with vasocv1 as +( + select + icustay_id, charttime + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid = 30051 then 1 else 0 end) as vaso -- vasopressin + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when itemid = 30051 and (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when itemid = 30051 and rate is not null then 1 else 0 end) as vaso_null + , max(case when itemid = 30051 then rate else null end) as vaso_rate + , max(case when itemid = 30051 then amount else null end) as vaso_amount + + FROM inputevents_cv + where itemid = 30051 -- vasopressin + group by icustay_id, charttime +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , case when vaso_stopped = 1 then 'Y' else '' end as stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by charttime; + + +, vasocv as +( +-- below groups together vasopressor administrations into groups +select + icustay_id + -- the first non-null rate is considered the starttime + , min(case when vaso_rate is not null then charttime else null end) as starttime + -- the *first* time the first/last flags agree is the stop time for this duration + , min(case when vaso_first = vaso_stop then charttime else null end) as endtime +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +group by icustay_id, vaso_first +having -- ensure start time is not the same as end time + min(charttime) != min(case when vaso_first = vaso_stop then charttime else null end) +and + max(vaso_rate) > 0 -- if the rate was always 0 or null, we consider it not a real drug delivery +) + +-- now we extract the associated data for metavision patients +, vasomv as +( + select + icustay_id, linkorderid + , min(starttime) as starttime, max(endtime) as endtime + FROM inputevents_mv + where itemid = 222315 -- vasopressin + and statusdescription != 'Rewritten' -- only valid orders + group by icustay_id, linkorderid +) + +select + icustay_id + -- generate a sequential integer for convenience + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasocv + +UNION ALL + +select + icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasomv + +order by icustay_id, vasonum; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/vasopressor_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/vasopressor_durations.sql new file mode 100644 index 00000000..06dbcba7 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/vasopressor_durations.sql @@ -0,0 +1,316 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS vasopressor_durations; CREATE TABLE vasopressor_durations AS +-- This query extracts durations of vasopressor administration +-- It groups together any administration of the below list of drugs: +-- norepinephrine - 30047,30120,221906 +-- epinephrine - 30044,30119,30309,221289 +-- phenylephrine - 30127,30128,221749 +-- vasopressin - 30051,222315 (42273, 42802 also for 2 patients) +-- dopamine - 30043,30307,221662 +-- dobutamine - 30042,30306,221653 +-- milrinone - 30125,221986 + +-- Consecutive administrations are numbered 1, 2, ... +-- Total time on the drug can be calculated from this table +-- by grouping using ICUSTAY_ID + +-- select only the ITEMIDs from the inputevents_cv table related to vasopressors +with io_cv as +( + select + icustay_id, charttime, itemid, stopped + -- ITEMIDs (42273, 42802) accidentally store rate in amount column + , case + when itemid in (42273, 42802) + then amount + else rate + end as rate + , case + when itemid in (42273, 42802) + then rate + else amount + end as amount + FROM inputevents_cv + where itemid in + ( + 30047,30120,30044,30119,30309,30127 + , 30128,30051,30043,30307,30042,30306,30125 + , 42273, 42802 + ) +) +-- select only the ITEMIDs from the inputevents_mv table related to vasopressors +, io_mv as +( + select + icustay_id, linkorderid, starttime, endtime + FROM inputevents_mv io + -- Subselect the vasopressor ITEMIDs + where itemid in + ( + 221906,221289,221749,222315,221662,221653,221986 + ) + and statusdescription != 'Rewritten' -- only valid orders +) +, vasocv1 as +( + select + icustay_id, charttime, itemid + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , 1 as vaso + + -- the 'stopped' column indicates if a vasopressor has been disconnected + , max(case when (stopped = 'Stopped' OR stopped like 'D/C%') then 1 + else 0 end) as vaso_stopped + + , max(case when rate is not null then 1 else 0 end) as vaso_null + , max(rate) as vaso_rate + , max(amount) as vaso_amount + + from io_cv + group by icustay_id, charttime, itemid +) +, vasocv2 as +( + select v.* + , sum(vaso_null) over (partition by icustay_id, itemid order by charttime) as vaso_partition + from + vasocv1 v +) +, vasocv3 as +( + select v.* + , first_value(vaso_rate) over (partition by icustay_id, itemid, vaso_partition order by charttime) as vaso_prevrate_ifnull + from + vasocv2 v +) +, vasocv4 as +( +select + icustay_id + , charttime + , itemid + -- , (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) AS delta + + , vaso + , vaso_rate + , vaso_amount + , vaso_stopped + , vaso_prevrate_ifnull + + -- We define start time here + , case + when vaso = 0 then null + + -- if this is the first instance of the vasoactive drug + when vaso_rate > 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, itemid, vaso, vaso_null + order by charttime + ) + is null + then 1 + + -- you often get a string of 0s + -- we decide not to set these as 1, just because it makes vasonum sequential + when vaso_rate = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, itemid, vaso + order by charttime + ) + = 0 + then 0 + + -- sometimes you get a string of NULL, associated with 0 volumes + -- same reason as before, we decide not to set these as 1 + -- vaso_prevrate_ifnull is equal to the previous value *iff* the current value is null + when vaso_prevrate_ifnull = 0 and + LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, itemid, vaso + order by charttime + ) + = 0 + then 0 + + -- If the last recorded rate was 0, newvaso = 1 + when LAG(vaso_prevrate_ifnull,1) + OVER + ( + partition by icustay_id, itemid, vaso + order by charttime + ) = 0 + then 1 + + -- If the last recorded vaso was D/C'd, newvaso = 1 + when + LAG(vaso_stopped,1) + OVER + ( + partition by icustay_id, itemid, vaso + order by charttime + ) + = 1 then 1 + + -- ** not sure if the below is needed + --when (CHARTTIME - (LAG(CHARTTIME, 1) OVER (partition by icustay_id, vaso order by charttime))) > (interval '4 hours') then 1 + else null + end as vaso_start + +FROM + vasocv3 +) +-- propagate start/stop flags forward in time +, vasocv5 as +( + select v.* + , SUM(vaso_start) OVER (partition by icustay_id, itemid, vaso order by charttime) as vaso_first +FROM + vasocv4 v +) +, vasocv6 as +( + select v.* + -- We define end time here + , case + when vaso = 0 + then null + + -- If the recorded vaso was D/C'd, this is an end time + when vaso_stopped = 1 + then vaso_first + + -- If the rate is zero, this is the end time + when vaso_rate = 0 + then vaso_first + + -- the last row in the table is always a potential end time + -- this captures patients who die/are discharged while on vasopressors + -- in principle, this could add an extra end time for the vasopressor + -- however, since we later group on vaso_start, any extra end times are ignored + when LEAD(CHARTTIME,1) + OVER + ( + partition by icustay_id, itemid, vaso + order by charttime + ) is null + then vaso_first + + else null + end as vaso_stop + from vasocv5 v +) + +-- -- if you want to look at the results of the table before grouping: +-- select +-- icustay_id, charttime, vaso, vaso_rate, vaso_amount +-- , case when vaso_stopped = 1 then 'Y' else '' end as stopped +-- , vaso_start +-- , vaso_first +-- , vaso_stop +-- from vasocv6 order by charttime; + + +, vasocv as +( +-- below groups together vasopressor administrations into groups +select + icustay_id + , itemid + -- the first non-null rate is considered the starttime + , min(case when vaso_rate is not null then charttime else null end) as starttime + -- the *first* time the first/last flags agree is the stop time for this duration + , min(case when vaso_first = vaso_stop then charttime else null end) as endtime +from vasocv6 +where + vaso_first is not null -- bogus data +and + vaso_first != 0 -- sometimes *only* a rate of 0 appears, i.e. the drug is never actually delivered +and + icustay_id is not null -- there are data for "floating" admissions, we don't worry about these +group by icustay_id, itemid, vaso_first +having -- ensure start time is not the same as end time + min(charttime) != min(case when vaso_first = vaso_stop then charttime else null end) +and + max(vaso_rate) > 0 -- if the rate was always 0 or null, we consider it not a real drug delivery +) +-- we do not group by ITEMID in below query +-- this is because we want to collapse all vasopressors together +, vasocv_grp as +( +SELECT + s1.icustay_id, + s1.starttime, + MIN(t1.endtime) AS endtime +FROM vasocv s1 +INNER JOIN vasocv t1 + ON s1.icustay_id = t1.icustay_id + AND s1.starttime <= t1.endtime + AND NOT EXISTS(SELECT * FROM vasocv t2 + WHERE t1.icustay_id = t2.icustay_id + AND t1.endtime >= t2.starttime + AND t1.endtime < t2.endtime) +WHERE NOT EXISTS(SELECT * FROM vasocv s2 + WHERE s1.icustay_id = s2.icustay_id + AND s1.starttime > s2.starttime + AND s1.starttime <= s2.endtime) +GROUP BY s1.icustay_id, s1.starttime +ORDER BY s1.icustay_id, s1.starttime +) +-- now we extract the associated data for metavision patients +-- do not need to group by itemid because we group by linkorderid +, vasomv as +( + select + icustay_id, linkorderid + , min(starttime) as starttime, max(endtime) as endtime + from io_mv + group by icustay_id, linkorderid +) +, vasomv_grp as +( +SELECT + s1.icustay_id, + s1.starttime, + MIN(t1.endtime) AS endtime +FROM vasomv s1 +INNER JOIN vasomv t1 + ON s1.icustay_id = t1.icustay_id + AND s1.starttime <= t1.endtime + AND NOT EXISTS(SELECT * FROM vasomv t2 + WHERE t1.icustay_id = t2.icustay_id + AND t1.endtime >= t2.starttime + AND t1.endtime < t2.endtime) +WHERE NOT EXISTS(SELECT * FROM vasomv s2 + WHERE s1.icustay_id = s2.icustay_id + AND s1.starttime > s2.starttime + AND s1.starttime <= s2.endtime) +GROUP BY s1.icustay_id, s1.starttime +ORDER BY s1.icustay_id, s1.starttime +) +select + icustay_id + -- generate a sequential integer for convenience + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasocv_grp + +UNION ALL + +select + icustay_id + , ROW_NUMBER() over (partition by icustay_id order by starttime) as vasonum + , starttime, endtime + , DATETIME_DIFF(endtime, starttime, 'HOUR') AS duration_hours + -- add durations +from + vasomv_grp + +order by icustay_id, vasonum; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/ventilation_classification.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/ventilation_classification.sql new file mode 100644 index 00000000..c7ab3cc0 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/ventilation_classification.sql @@ -0,0 +1,142 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS ventilation_classification; CREATE TABLE ventilation_classification AS +-- Identify The presence of a mechanical ventilation using settings +select + icustay_id, charttime + -- case statement determining whether it is an instance of mech vent + , max( + case + when itemid is null or value is null then 0 -- can't have null values + when itemid = 720 and value != 'Other/Remarks' THEN 1 -- VentTypeRecorded + when itemid = 223848 and value != 'Other' THEN 1 + when itemid = 223849 then 1 -- ventilator mode + when itemid = 467 and value = 'Ventilator' THEN 1 -- O2 delivery device == ventilator + when itemid in + ( + 445, 448, 449, 450, 1340, 1486, 1600, 224687 -- minute volume + , 639, 654, 681, 682, 683, 684,224685,224684,224686 -- tidal volume + , 218,436,535,444,459,224697,224695,224696,224746,224747 -- High/Low/Peak/Mean/Neg insp force ("RespPressure") + , 221,1,1211,1655,2000,226873,224738,224419,224750,227187 -- Insp pressure + , 543 -- PlateauPressure + , 5865,5866,224707,224709,224705,224706 -- APRV pressure + , 60,437,505,506,686,220339,224700 -- PEEP + , 3459 -- high pressure relief + , 501,502,503,224702 -- PCV + , 223,667,668,669,670,671,672 -- TCPCV + , 224701 -- PSVlevel + ) + THEN 1 + else 0 + end + ) as MechVent + , max( + case + -- initiation of oxygen therapy indicates the ventilation has ended + when itemid = 226732 and value in + ( + 'Nasal cannula', -- 153714 observations + 'Face tent', -- 24601 observations + 'Aerosol-cool', -- 24560 observations + 'Trach mask ', -- 16435 observations + 'High flow neb', -- 10785 observations + 'Non-rebreather', -- 5182 observations + 'Venti mask ', -- 1947 observations + 'Medium conc mask ', -- 1888 observations + 'T-piece', -- 1135 observations + 'High flow nasal cannula', -- 925 observations + 'Ultrasonic neb', -- 9 observations + 'Vapomist' -- 3 observations + ) then 1 + when itemid = 467 and value in + ( + 'Cannula', -- 278252 observations + 'Nasal Cannula', -- 248299 observations + -- 'None', -- 95498 observations + 'Face Tent', -- 35766 observations + 'Aerosol-Cool', -- 33919 observations + 'Trach Mask', -- 32655 observations + 'Hi Flow Neb', -- 14070 observations + 'Non-Rebreather', -- 10856 observations + 'Venti Mask', -- 4279 observations + 'Medium Conc Mask', -- 2114 observations + 'Vapotherm', -- 1655 observations + 'T-Piece', -- 779 observations + 'Hood', -- 670 observations + 'Hut', -- 150 observations + 'TranstrachealCat', -- 78 observations + 'Heated Neb', -- 37 observations + 'Ultrasonic Neb' -- 2 observations + ) then 1 + else 0 + end + ) as OxygenTherapy + , max( + case when itemid is null or value is null then 0 + -- extubated indicates ventilation event has ended + when itemid = 640 and value = 'Extubated' then 1 + when itemid = 640 and value = 'Self Extubation' then 1 + else 0 + end + ) + as Extubated + , max( + case when itemid is null or value is null then 0 + when itemid = 640 and value = 'Self Extubation' then 1 + else 0 + end + ) + as SelfExtubated +from chartevents ce +where ce.value is not null +-- exclude rows marked as error +and (ce.error != 1 or ce.error IS NULL) +and itemid in +( + -- the below are settings used to indicate ventilation + 720, 223849 -- vent mode + , 223848 -- vent type + , 445, 448, 449, 450, 1340, 1486, 1600, 224687 -- minute volume + , 639, 654, 681, 682, 683, 684,224685,224684,224686 -- tidal volume + , 218,436,535,444,224697,224695,224696,224746,224747 -- High/Low/Peak/Mean ("RespPressure") + , 221,1,1211,1655,2000,226873,224738,224419,224750,227187 -- Insp pressure + , 543 -- PlateauPressure + , 5865,5866,224707,224709,224705,224706 -- APRV pressure + , 60,437,505,506,686,220339,224700 -- PEEP + , 3459 -- high pressure relief + , 501,502,503,224702 -- PCV + , 223,667,668,669,670,671,672 -- TCPCV + , 224701 -- PSVlevel + + -- the below are settings used to indicate extubation + , 640 -- extubated + + -- the below indicate oxygen/NIV, i.e. the end of a mechanical vent event + , 468 -- O2 Delivery Device#2 + , 469 -- O2 Delivery Mode + , 470 -- O2 Flow (lpm) + , 471 -- O2 Flow (lpm) #2 + , 227287 -- O2 Flow (additional cannula) + , 226732 -- O2 Delivery Device(s) + , 223834 -- O2 Flow + + -- used in both oxygen + vent calculation + , 467 -- O2 Delivery Device +) +group by icustay_id, charttime +UNION DISTINCT +-- add in the extubation flags from procedureevents_mv +-- note that we only need the start time for the extubation +-- (extubation is always charted as ending 1 minute after it started) +select + icustay_id, starttime as charttime + , 0 as MechVent + , 0 as OxygenTherapy + , 1 as Extubated + , case when itemid = 225468 then 1 else 0 end as SelfExtubated +from procedureevents_mv +where itemid in +( + 227194 -- "Extubation" +, 225468 -- "Unplanned Extubation (patient-initiated)" +, 225477 -- "Unplanned Extubation (non-patient initiated)" +); diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/ventilation_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/ventilation_durations.sql new file mode 100644 index 00000000..8e5aa3ba --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/ventilation_durations.sql @@ -0,0 +1,112 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS ventilation_durations; CREATE TABLE ventilation_durations AS +-- This query extracts the duration of mechanical ventilation +-- The main goal of the query is to aggregate sequential ventilator settings +-- into single mechanical ventilation "events". The start and end time of these +-- events can then be used for various purposes: calculating the total duration +-- of mechanical ventilation, cross-checking values (e.g. PaO2:FiO2 on vent), etc + +-- The query's logic is roughly: +-- 1) The presence of a mechanical ventilation setting starts a new ventilation event +-- 2) Any instance of a setting in the next 8 hours continues the event +-- 3) Certain elements end the current ventilation event +-- a) documented extubation ends the current ventilation +-- b) initiation of non-invasive vent and/or oxygen ends the current vent + +-- See the ventilation_classification.sql query for step 1 of the above. +-- This query has the logic for converting events into durations. +with vd0 as +( + select + icustay_id + -- this carries over the previous charttime which had a mechanical ventilation event + , case + when MechVent=1 then + LAG(CHARTTIME, 1) OVER (partition by icustay_id, MechVent order by charttime) + else null + end as charttime_lag + , charttime + , MechVent + , OxygenTherapy + , Extubated + , SelfExtubated + from ventilation_classification +) +, vd1 as +( + select + icustay_id + , charttime_lag + , charttime + , MechVent + , OxygenTherapy + , Extubated + , SelfExtubated + + -- if this is a mechanical ventilation event, we calculate the time since the last event + , case + -- if the current observation indicates mechanical ventilation is present + -- calculate the time since the last vent event + when MechVent=1 then + DATETIME_DIFF(CHARTTIME, charttime_lag, 'MINUTE')/60 + else null + end as ventduration + + , LAG(Extubated,1) + OVER + ( + partition by icustay_id, case when MechVent=1 or Extubated=1 then 1 else 0 end + order by charttime + ) as ExtubatedLag + + -- now we determine if the current mech vent event is a "new", i.e. they've just been intubated + , case + -- if there is an extubation flag, we mark any subsequent ventilation as a new ventilation event + --when Extubated = 1 then 0 -- extubation is *not* a new ventilation event, the *subsequent* row is + when + LAG(Extubated,1) + OVER + ( + partition by icustay_id, case when MechVent=1 or Extubated=1 then 1 else 0 end + order by charttime + ) + = 1 then 1 + -- if patient has initiated oxygen therapy, and is not currently vented, start a newvent + when MechVent = 0 and OxygenTherapy = 1 then 1 + -- if there is less than 8 hours between vent settings, we do not treat this as a new ventilation event + when CHARTTIME > DATETIME_ADD(charttime_lag, INTERVAL '8' HOUR) + then 1 + else 0 + end as newvent + -- use the staging table with only vent settings from chart events + FROM vd0 ventsettings +) +, vd2 as +( + select vd1.* + -- create a cumulative sum of the instances of new ventilation + -- this results in a monotonic integer assigned to each instance of ventilation + , case when MechVent=1 or Extubated = 1 then + SUM( newvent ) + OVER ( partition by icustay_id order by charttime ) + else null end + as ventnum + --- now we convert CHARTTIME of ventilator settings into durations + from vd1 +) +-- create the durations for each mechanical ventilation instance +select icustay_id + -- regenerate ventnum so it's sequential + , ROW_NUMBER() over (partition by icustay_id order by ventnum) as ventnum + , min(charttime) as starttime + , max(charttime) as endtime + , DATETIME_DIFF(max(charttime), min(charttime), 'MINUTE')/60 AS duration_hours +from vd2 +group by icustay_id, vd2.ventnum +having min(charttime) != max(charttime) +-- patient had to be mechanically ventilated at least once +-- i.e. max(mechvent) should be 1 +-- this excludes a frequent situation of NIV/oxygen before intub +-- in these cases, ventnum=0 and max(mechvent)=0, so they are ignored +and max(mechvent) = 1 +order by icustay_id, ventnum \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/weight_durations.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/weight_durations.sql new file mode 100644 index 00000000..9a5a61f6 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/durations/weight_durations.sql @@ -0,0 +1,207 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS weight_durations; CREATE TABLE weight_durations AS +-- This query extracts weights for adult ICU patients with start/stop times +-- if an admission weight is given, then this is assigned from intime to outtime + +-- This query extracts weights for adult ICU patients with start/stop times +-- if an admission weight is given, then this is assigned from intime to outtime +WITH wt_neonate AS +( + SELECT c.icustay_id, c.charttime + , MAX(CASE WHEN c.itemid = 3580 THEN c.valuenum END) as wt_kg + , MAX(CASE WHEN c.itemid = 3581 THEN c.valuenum END) as wt_lb + , MAX(CASE WHEN c.itemid = 3582 THEN c.valuenum END) as wt_oz + FROM chartevents c + WHERE c.itemid in (3580, 3581, 3582) + AND c.icustay_id IS NOT NULL + AND COALESCE(c.error, 0) = 0 + -- wt_oz/wt_lb/wt_kg are only 0 erroneously, so drop these rows + AND c.valuenum > 0 + -- a separate query was run to manually verify only 1 value exists per + -- icustay_id/charttime/itemid grouping + -- therefore, we can use max() across itemid to collapse these values to 1 row per group + GROUP BY c.icustay_id, c.charttime +) +, birth_wt AS +( + SELECT c.icustay_id, c.charttime + , MAX( + CASE + WHEN c.itemid = 4183 THEN + -- clean free-text birth weight data + CASE + -- ignore value if there are any non-numeric characters + WHEN REGEXP_CONTAINS(c.value, '[^0-9\\.]') THEN NULL + -- convert grams to kd + WHEN CAST(c.value AS NUMERIC) > 100 THEN CAST(c.value AS NUMERIC)/1000 + -- keep kg as is, filtering bad values (largest baby ever born was conveniently 9.98kg) + WHEN CAST(c.value AS NUMERIC) < 10 THEN CAST(c.value AS NUMERIC) + -- ignore other values (those between 10-100) - junk data + ELSE NULL END + -- itemid 3723 happily has all numeric data - also doesn't store any grams data + WHEN c.itemid = 3723 AND c.valuenum < 10 THEN c.valuenum + ELSE NULL END) as wt_kg + FROM chartevents c + WHERE c.itemid in (3723, 4183) + AND c.icustay_id IS NOT NULL + AND COALESCE(c.error, 0) = 0 + -- a separate query was run to manually verify only 1 value exists per + -- icustay_id/charttime/itemid grouping + -- therefore, we can use max() across itemid to collapse these values to 1 row per group + GROUP BY c.icustay_id, c.charttime +) +, wt_stg as +( + SELECT + c.icustay_id + , c.charttime + , case when c.itemid in (762,226512) then 'admit' + else 'daily' end as weight_type + -- TODO: eliminate obvious outliers if there is a reasonable weight + , c.valuenum as weight + FROM chartevents c + WHERE c.valuenum IS NOT NULL + AND c.itemid in + ( + 762,226512 -- Admit Wt + , 763,224639 -- Daily Weight + ) + AND c.icustay_id IS NOT NULL + AND c.valuenum > 0 + -- exclude rows marked as error + AND COALESCE(c.error, 0) = 0 + UNION ALL + SELECT + n.icustay_id + , n.charttime + , 'daily' AS weight_type + , CASE + WHEN wt_kg IS NOT NULL THEN wt_kg + WHEN wt_lb IS NOT NULL THEN wt_lb*0.45359237 + wt_oz*0.0283495231 + ELSE NULL END AS weight + FROM wt_neonate n + UNION ALL + SELECT + b.icustay_id + , b.charttime + -- birth weight of neonates is treated as admission weight + , 'admit' AS weight_type + , wt_kg as weight + FROM birth_wt b +) +-- get more weights from echo - completes data for ~2500 patients +-- we only use echo data if there is *no* charted data +-- we impute the median echo weight for their entire ICU stay +, echo as +( + select + ie.icustay_id + , ec.charttime + , 'echo' AS weight_type + , 0.453592*ec.weight as weight + from icustays ie + inner join echo_data ec + on ie.hadm_id = ec.hadm_id + where ec.weight is not null + and ie.icustay_id not in (select distinct icustay_id from wt_stg) +) +, wt_stg0 AS +( + SELECT icustay_id, charttime, weight_type, weight + FROM wt_stg + UNION ALL + SELECT icustay_id, charttime, weight_type, weight + FROM echo +) +-- assign ascending row number +, wt_stg1 as +( + select + icustay_id + , charttime + , weight_type + , weight + , ROW_NUMBER() OVER (partition by icustay_id, weight_type order by charttime) as rn + from wt_stg0 + WHERE weight IS NOT NULL +) +-- change charttime to intime for the first admission weight recorded +, wt_stg2 AS +( + SELECT + wt_stg1.icustay_id + , ie.intime, ie.outtime + , case when wt_stg1.weight_type = 'admit' and wt_stg1.rn = 1 + then DATETIME_SUB(ie.intime, INTERVAL '2' HOUR) + else wt_stg1.charttime end as starttime + , wt_stg1.weight + from wt_stg1 + INNER JOIN icustays ie + on ie.icustay_id = wt_stg1.icustay_id +) +, wt_stg3 as +( + select + icustay_id + , intime, outtime + , starttime + , coalesce( + LEAD(starttime) OVER (PARTITION BY icustay_id ORDER BY starttime), + DATETIME_ADD(GREATEST(outtime, starttime), INTERVAL '2' HOUR) + ) as endtime + , weight + from wt_stg2 +) +-- this table is the start/stop times from admit/daily weight in charted data +, wt1 as +( + select + icustay_id + , starttime + , coalesce(endtime, + LEAD(starttime) OVER (partition by icustay_id order by starttime), + -- impute ICU discharge as the end of the final weight measurement + -- plus a 2 hour "fuzziness" window + DATETIME_ADD(outtime, INTERVAL '2' HOUR) + ) as endtime + , weight + from wt_stg3 +) +-- if the intime for the patient is < the first charted daily weight +-- then we will have a "gap" at the start of their stay +-- to prevent this, we look for these gaps and backfill the first weight +-- this adds (153255-149657)=3598 rows, meaning this fix helps for up to 3598 icustay_id +, wt_fix as +( + select ie.icustay_id + -- we add a 2 hour "fuzziness" window + , DATETIME_SUB(ie.intime, INTERVAL '2' HOUR) as starttime + , wt.starttime as endtime + , wt.weight + from icustays ie + inner join + -- the below subquery returns one row for each unique icustay_id + -- the row contains: the first starttime and the corresponding weight + ( + SELECT wt1.icustay_id, wt1.starttime, wt1.weight + , ROW_NUMBER() OVER (PARTITION BY wt1.icustay_id ORDER BY wt1.starttime) as rn + FROM wt1 + ) wt + ON ie.icustay_id = wt.icustay_id + AND wt.rn = 1 + and ie.intime < wt.starttime +) +-- add the backfill rows to the main weight table +select + wt1.icustay_id + , wt1.starttime + , wt1.endtime + , wt1.weight +from wt1 +UNION ALL +SELECT + wt_fix.icustay_id + , wt_fix.starttime + , wt_fix.endtime + , wt_fix.weight +from wt_fix diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/echo_data.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/echo_data.sql new file mode 100644 index 00000000..99e888ae --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/echo_data.sql @@ -0,0 +1,48 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS echo_data; CREATE TABLE echo_data AS +-- This code extracts structured data from echocardiographies +-- You can join it to the text notes using ROW_ID +-- Just note that ROW_ID will differ across versions of MIMIC-III. + +select ROW_ID + , subject_id, hadm_id + , chartdate + + -- charttime is always null for echoes.. + -- however, the time is available in the echo text, e.g.: + -- , substring(ne.text, 'Date/Time: [\[\]0-9*-]+ at ([0-9:]+)') as TIMESTAMP + -- we can therefore impute it and re-create charttime + , PARSE_DATETIME + ( + '%Y-%m-%d%H:%M:%S', + FORMAT_DATE('%Y-%m-%d', chartdate) + || REGEXP_EXTRACT(ne.text, 'Date/Time: .+? at ([0-9]+:[0-9]{2})') + || ':00' + ) AS charttime + + -- explanation of below substring: + -- 'Indication: ' - matched verbatim + -- (.*?) - match any character + -- \n - the end of the line + -- substring only returns the item in ()s + -- note: the '?' makes it non-greedy. if you exclude it, it matches until it reaches the *last* \n + + , REGEXP_EXTRACT(ne.text, 'Indication: (.*?)\n') as Indication + + -- sometimes numeric values contain de-id text, e.g. [** Numeric Identifier **] + -- this removes that text + , cast(REGEXP_EXTRACT(ne.text, 'Height: \\x28in\\x29 ([0-9]+)') as numeric) as Height + , cast(REGEXP_EXTRACT(ne.text, 'Weight \\x28lb\\x29: ([0-9]+)\n') as numeric) as Weight + , cast(REGEXP_EXTRACT(ne.text, 'BSA \\x28m2\\x29: ([0-9]+) m2\n') as numeric) as BSA -- ends in 'm2' + , REGEXP_EXTRACT(ne.text, 'BP \\x28mm Hg\\x29: (.+)\n') as BP -- Sys/Dias + , cast(REGEXP_EXTRACT(ne.text, 'BP \\x28mm Hg\\x29: ([0-9]+)/[0-9]+?\n') as numeric) as BPSys -- first part of fraction + , cast(REGEXP_EXTRACT(ne.text, 'BP \\x28mm Hg\\x29: [0-9]+/([0-9]+?)\n') as numeric) as BPDias -- second part of fraction + , cast(REGEXP_EXTRACT(ne.text, 'HR \\x28bpm\\x29: ([0-9]+?)\n') as numeric) as HR + + , REGEXP_EXTRACT(ne.text, 'Status: (.*?)\n') as Status + , REGEXP_EXTRACT(ne.text, 'Test: (.*?)\n') as Test + , REGEXP_EXTRACT(ne.text, 'Doppler: (.*?)\n') as Doppler + , REGEXP_EXTRACT(ne.text, 'Contrast: (.*?)\n') as Contrast + , REGEXP_EXTRACT(ne.text, 'Technical Quality: (.*?)\n') as TechnicalQuality +FROM noteevents ne +where category = 'Echo'; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/blood_gas_first_day.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/blood_gas_first_day.sql new file mode 100644 index 00000000..f56046a4 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/blood_gas_first_day.sql @@ -0,0 +1,108 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS blood_gas_first_day; CREATE TABLE blood_gas_first_day AS +-- The aim of this query is to pivot entries related to blood gases and +-- chemistry values which were found in LABEVENTS + +-- things to check: +-- when a mixed venous/arterial blood sample are taken at the same time, is the store time different? + +with pvt as +( -- begin query that extracts the data + select ie.subject_id, ie.hadm_id, ie.icustay_id + -- here we assign labels to ITEMIDs + -- this also fuses together multiple ITEMIDs containing the same data + , case + when itemid = 50800 then 'SPECIMEN' + when itemid = 50801 then 'AADO2' + when itemid = 50802 then 'BASEEXCESS' + when itemid = 50803 then 'BICARBONATE' + when itemid = 50804 then 'TOTALCO2' + when itemid = 50805 then 'CARBOXYHEMOGLOBIN' + when itemid = 50806 then 'CHLORIDE' + when itemid = 50808 then 'CALCIUM' + when itemid = 50809 then 'GLUCOSE' + when itemid = 50810 then 'HEMATOCRIT' + when itemid = 50811 then 'HEMOGLOBIN' + when itemid = 50812 then 'INTUBATED' + when itemid = 50813 then 'LACTATE' + when itemid = 50814 then 'METHEMOGLOBIN' + when itemid = 50815 then 'O2FLOW' + when itemid = 50816 then 'FIO2' + when itemid = 50817 then 'SO2' -- OXYGENSATURATION + when itemid = 50818 then 'PCO2' + when itemid = 50819 then 'PEEP' + when itemid = 50820 then 'PH' + when itemid = 50821 then 'PO2' + when itemid = 50822 then 'POTASSIUM' + when itemid = 50823 then 'REQUIREDO2' + when itemid = 50824 then 'SODIUM' + when itemid = 50825 then 'TEMPERATURE' + when itemid = 50826 then 'TIDALVOLUME' + when itemid = 50827 then 'VENTILATIONRATE' + when itemid = 50828 then 'VENTILATOR' + else null + end as label + , charttime + , value + -- add in some sanity checks on the values + , case + when valuenum <= 0 and itemid != 50802 then null -- allow negative baseexcess + when itemid = 50810 and valuenum > 100 then null -- hematocrit + -- ensure FiO2 is a valid number between 21-100 + -- mistakes are rare (<100 obs out of ~100,000) + -- there are 862 obs of valuenum == 20 - some people round down! + -- rather than risk imputing garbage data for FiO2, we simply NULL invalid values + when itemid = 50816 and valuenum < 20 then null + when itemid = 50816 and valuenum > 100 then null + when itemid = 50817 and valuenum > 100 then null -- O2 sat + when itemid = 50815 and valuenum > 70 then null -- O2 flow + when itemid = 50821 and valuenum > 800 then null -- PO2 + -- conservative upper limit + else valuenum + end as valuenum + + FROM icustays ie + left join labevents le + on le.subject_id = ie.subject_id and le.hadm_id = ie.hadm_id + and le.charttime between (DATETIME_SUB(ie.intime, INTERVAL '6' HOUR)) and (DATETIME_ADD(ie.intime, INTERVAL '1' DAY)) + and le.ITEMID in + -- blood gases + ( + 50800, 50801, 50802, 50803, 50804, 50805, 50806, 50807, 50808, 50809 + , 50810, 50811, 50812, 50813, 50814, 50815, 50816, 50817, 50818, 50819 + , 50820, 50821, 50822, 50823, 50824, 50825, 50826, 50827, 50828 + , 51545 + ) +) +select pvt.SUBJECT_ID, pvt.HADM_ID, pvt.ICUSTAY_ID, pvt.CHARTTIME +, max(case when label = 'SPECIMEN' then value else null end) as specimen +, max(case when label = 'AADO2' then valuenum else null end) as aado2 +, max(case when label = 'BASEEXCESS' then valuenum else null end) as baseexcess +, max(case when label = 'BICARBONATE' then valuenum else null end) as bicarbonate +, max(case when label = 'TOTALCO2' then valuenum else null end) as totalco2 +, max(case when label = 'CARBOXYHEMOGLOBIN' then valuenum else null end) as carboxyhemoglobin +, max(case when label = 'CHLORIDE' then valuenum else null end) as chloride +, max(case when label = 'CALCIUM' then valuenum else null end) as calcium +, max(case when label = 'GLUCOSE' then valuenum else null end) as glucose +, max(case when label = 'HEMATOCRIT' then valuenum else null end) as hematocrit +, max(case when label = 'HEMOGLOBIN' then valuenum else null end) as hemoglobin +, max(case when label = 'INTUBATED' then valuenum else null end) as intubated +, max(case when label = 'LACTATE' then valuenum else null end) as lactate +, max(case when label = 'METHEMOGLOBIN' then valuenum else null end) as methemoglobin +, max(case when label = 'O2FLOW' then valuenum else null end) as o2flow +, max(case when label = 'FIO2' then valuenum else null end) as fio2 +, max(case when label = 'SO2' then valuenum else null end) as so2 -- OXYGENSATURATION +, max(case when label = 'PCO2' then valuenum else null end) as pco2 +, max(case when label = 'PEEP' then valuenum else null end) as peep +, max(case when label = 'PH' then valuenum else null end) as ph +, max(case when label = 'PO2' then valuenum else null end) as po2 +, max(case when label = 'POTASSIUM' then valuenum else null end) as potassium +, max(case when label = 'REQUIREDO2' then valuenum else null end) as requiredo2 +, max(case when label = 'SODIUM' then valuenum else null end) as sodium +, max(case when label = 'TEMPERATURE' then valuenum else null end) as temperature +, max(case when label = 'TIDALVOLUME' then valuenum else null end) as tidalvolume +, max(case when label = 'VENTILATIONRATE' then valuenum else null end) as ventilationrate +, max(case when label = 'VENTILATOR' then valuenum else null end) as ventilator +from pvt +group by pvt.subject_id, pvt.hadm_id, pvt.icustay_id, pvt.CHARTTIME +order by pvt.subject_id, pvt.hadm_id, pvt.icustay_id, pvt.CHARTTIME; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/blood_gas_first_day_arterial.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/blood_gas_first_day_arterial.sql new file mode 100644 index 00000000..d2e75043 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/blood_gas_first_day_arterial.sql @@ -0,0 +1,156 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS blood_gas_first_day_arterial; CREATE TABLE blood_gas_first_day_arterial AS + +with stg_spo2 as +( + select subject_id, hadm_id, icustay_id, charttime + -- max here is just used to group SpO2 by charttime + , max(case when valuenum <= 0 or valuenum > 100 then null else valuenum end) as SpO2 + FROM chartevents + -- o2 sat + where ITEMID in + ( + 646 -- SpO2 + , 220277 -- O2 saturation pulseoxymetry + ) + group by subject_id, hadm_id, icustay_id, charttime +) +, stg_fio2 as +( + select subject_id, hadm_id, icustay_id, charttime + -- pre-process the FiO2s to ensure they are between 21-100% + , max( + case + when itemid = 223835 + then case + when valuenum > 0 and valuenum <= 1 + then valuenum * 100 + -- improperly input data - looks like O2 flow in litres + when valuenum > 1 and valuenum < 21 + then null + when valuenum >= 21 and valuenum <= 100 + then valuenum + else null end -- unphysiological + when itemid in (3420, 3422) + -- all these values are well formatted + then valuenum + when itemid = 190 and valuenum > 0.20 and valuenum < 1 + -- well formatted but not in % + then valuenum * 100 + else null end + ) as fio2_chartevents + FROM chartevents + where ITEMID in + ( + 3420 -- FiO2 + , 190 -- FiO2 set + , 223835 -- Inspired O2 Fraction (FiO2) + , 3422 -- FiO2 [measured] + ) + -- exclude rows marked as error + AND (error IS NULL OR error = 0) + group by subject_id, hadm_id, icustay_id, charttime +) +, stg2 as +( +select bg.* + , ROW_NUMBER() OVER (partition by bg.icustay_id, bg.charttime order by s1.charttime DESC) as lastRowSpO2 + , s1.spo2 +from blood_gas_first_day bg +left join stg_spo2 s1 + -- same patient + on bg.icustay_id = s1.icustay_id + -- spo2 occurred at most 2 hours before this blood gas + and s1.charttime >= DATETIME_SUB(bg.charttime, INTERVAL '2' HOUR) + and s1.charttime <= bg.charttime +where bg.po2 is not null +) +, stg3 as +( +select bg.* + , ROW_NUMBER() OVER (partition by bg.icustay_id, bg.charttime order by s2.charttime DESC) as lastRowFiO2 + , s2.fio2_chartevents + + -- create our specimen prediction + , 1/(1+exp(-(-0.02544 + + 0.04598 * po2 + + coalesce(-0.15356 * spo2 , -0.15356 * 97.49420 + 0.13429) + + coalesce( 0.00621 * fio2_chartevents , 0.00621 * 51.49550 + -0.24958) + + coalesce( 0.10559 * hemoglobin , 0.10559 * 10.32307 + 0.05954) + + coalesce( 0.13251 * so2 , 0.13251 * 93.66539 + -0.23172) + + coalesce(-0.01511 * pco2 , -0.01511 * 42.08866 + -0.01630) + + coalesce( 0.01480 * fio2 , 0.01480 * 63.97836 + -0.31142) + + coalesce(-0.00200 * aado2 , -0.00200 * 442.21186 + -0.01328) + + coalesce(-0.03220 * bicarbonate , -0.03220 * 22.96894 + -0.06535) + + coalesce( 0.05384 * totalco2 , 0.05384 * 24.72632 + -0.01405) + + coalesce( 0.08202 * lactate , 0.08202 * 3.06436 + 0.06038) + + coalesce( 0.10956 * ph , 0.10956 * 7.36233 + -0.00617) + + coalesce( 0.00848 * o2flow , 0.00848 * 7.59362 + -0.35803) + ))) as SPECIMEN_PROB +from stg2 bg +left join stg_fio2 s2 + -- same patient + on bg.icustay_id = s2.icustay_id + -- fio2 occurred at most 4 hours before this blood gas + and s2.charttime between DATETIME_SUB(bg.charttime, INTERVAL '4' HOUR) and bg.charttime +where bg.lastRowSpO2 = 1 -- only the row with the most recent SpO2 (if no SpO2 found lastRowSpO2 = 1) +) + +select subject_id, hadm_id, +icustay_id, charttime +, specimen -- raw data indicating sample type, only present 80% of the time + +-- prediction of specimen for missing data +, case + when SPECIMEN is not null then SPECIMEN + when SPECIMEN_PROB > 0.75 then 'ART' + else null end as SPECIMEN_PRED +, specimen_prob + +-- oxygen related parameters +, so2, spo2 -- note spo2 is FROM chartevents +, po2, pco2 +, fio2_chartevents, fio2 +, aado2 +-- also calculate AADO2 +, case + when PO2 is not null + and pco2 is not null + and coalesce(fio2, fio2_chartevents) is not null + -- multiple by 100 because FiO2 is in a % but should be a fraction + then (coalesce(fio2, fio2_chartevents)/100) * (760 - 47) - (pco2/0.8) - po2 + else null + end as AADO2_calc +, case + when PO2 is not null and coalesce(fio2, fio2_chartevents) is not null + -- multiply by 100 because FiO2 is in a % but should be a fraction + then 100*PO2/(coalesce(fio2, fio2_chartevents)) + else null + end as PaO2FiO2 +-- acid-base parameters +, ph, baseexcess +, bicarbonate, totalco2 + +-- blood count parameters +, hematocrit +, hemoglobin +, carboxyhemoglobin +, methemoglobin + +-- chemistry +, chloride, calcium +, temperature +, potassium, sodium +, lactate +, glucose + +-- ventilation stuff that's sometimes input +, intubated, tidalvolume, ventilationrate, ventilator +, peep, o2flow +, requiredo2 + +from stg3 +where lastRowFiO2 = 1 -- only the most recent FiO2 +-- restrict it to *only* arterial samples +and (specimen = 'ART' or specimen_prob > 0.75) +order by icustay_id, charttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/first_day_sofa.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/first_day_sofa.sql new file mode 100644 index 00000000..037c683f --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/first_day_sofa.sql @@ -0,0 +1,2 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS first_day_sofa; CREATE TABLE first_day_sofa AS diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/gcs_first_day.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/gcs_first_day.sql new file mode 100644 index 00000000..66546170 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/gcs_first_day.sql @@ -0,0 +1,143 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS gcs_first_day; CREATE TABLE gcs_first_day AS +-- ITEMIDs used: + +-- CAREVUE +-- 723 as GCSVerbal +-- 454 as GCSMotor +-- 184 as GCSEyes + +-- METAVISION +-- 223900 GCS - Verbal Response +-- 223901 GCS - Motor Response +-- 220739 GCS - Eye Opening + +-- The code combines the ITEMIDs into the carevue itemids, then pivots those +-- So 223900 is changed to 723, then the ITEMID 723 is pivoted to form GCSVerbal + +-- Note: +-- The GCS for sedated patients is defaulted to 15 in this code. +-- This is in line with how the data is meant to be collected. +-- e.g., from the SAPS II publication: +-- For sedated patients, the Glasgow Coma Score before sedation was used. +-- This was ascertained either from interviewing the physician who ordered the sedation, +-- or by reviewing the patient's medical record. + +with base as +( + SELECT pvt.ICUSTAY_ID + , pvt.charttime + + -- Easier names - note we coalesced Metavision and CareVue IDs below + , max(case when pvt.itemid = 454 then pvt.valuenum else null end) as GCSMotor + , max(case when pvt.itemid = 723 then pvt.valuenum else null end) as GCSVerbal + , max(case when pvt.itemid = 184 then pvt.valuenum else null end) as GCSEyes + + -- If verbal was set to 0 in the below select, then this is an intubated patient + , case + when max(case when pvt.itemid = 723 then pvt.valuenum else null end) = 0 + then 1 + else 0 + end as EndoTrachFlag + + , ROW_NUMBER () + OVER (PARTITION BY pvt.ICUSTAY_ID ORDER BY pvt.charttime ASC) as rn + + FROM ( + select l.ICUSTAY_ID + -- merge the ITEMIDs so that the pivot applies to both metavision/carevue data + , case + when l.ITEMID in (723,223900) then 723 + when l.ITEMID in (454,223901) then 454 + when l.ITEMID in (184,220739) then 184 + else l.ITEMID end + as ITEMID + + -- convert the data into a number, reserving a value of 0 for ET/Trach + , case + -- endotrach/vent is assigned a value of 0, later parsed specially + when l.ITEMID = 723 and l.VALUE = '1.0 ET/Trach' then 0 -- carevue + when l.ITEMID = 223900 and l.VALUE = 'No Response-ETT' then 0 -- metavision + + else VALUENUM + end + as VALUENUM + , l.CHARTTIME + FROM chartevents l + + -- get intime for charttime subselection + inner join icustays b + on l.icustay_id = b.icustay_id + + -- Isolate the desired GCS variables + where l.ITEMID in + ( + -- 198 -- GCS + -- GCS components, CareVue + 184, 454, 723 + -- GCS components, Metavision + , 223900, 223901, 220739 + ) + -- Only get data for the first 24 hours + and l.charttime between b.intime and DATETIME_ADD(b.intime, INTERVAL '1' DAY) + -- exclude rows marked as error + AND (l.error IS NULL OR l.error = 0) + ) pvt + group by pvt.ICUSTAY_ID, pvt.charttime +) +, gcs as ( + select b.* + , b2.GCSVerbal as GCSVerbalPrev + , b2.GCSMotor as GCSMotorPrev + , b2.GCSEyes as GCSEyesPrev + -- Calculate GCS, factoring in special case when they are intubated and prev vals + -- note that the coalesce are used to implement the following if: + -- if current value exists, use it + -- if previous value exists, use it + -- otherwise, default to normal + , case + -- replace GCS during sedation with 15 + when b.GCSVerbal = 0 + then 15 + when b.GCSVerbal is null and b2.GCSVerbal = 0 + then 15 + -- if previously they were intub, but they aren't now, do not use previous GCS values + when b2.GCSVerbal = 0 + then + coalesce(b.GCSMotor,6) + + coalesce(b.GCSVerbal,5) + + coalesce(b.GCSEyes,4) + -- otherwise, add up score normally, imputing previous value if none available at current time + else + coalesce(b.GCSMotor,coalesce(b2.GCSMotor,6)) + + coalesce(b.GCSVerbal,coalesce(b2.GCSVerbal,5)) + + coalesce(b.GCSEyes,coalesce(b2.GCSEyes,4)) + end as GCS + + from base b + -- join to itself within 6 hours to get previous value + left join base b2 + on b.ICUSTAY_ID = b2.ICUSTAY_ID and b.rn = b2.rn+1 and b2.charttime > DATETIME_SUB(b.charttime, INTERVAL '6' HOUR) +) +, gcs_final as ( + select gcs.* + -- This sorts the data by GCS, so rn=1 is the the lowest GCS values to keep + , ROW_NUMBER () + OVER (PARTITION BY gcs.ICUSTAY_ID + ORDER BY gcs.GCS + ) as IsMinGCS + from gcs +) +select ie.subject_id, ie.hadm_id, ie.icustay_id +-- The minimum GCS is determined by the above row partition, we only join if IsMinGCS=1 +, GCS as mingcs +, coalesce(GCSMotor,GCSMotorPrev) as gcsmotor +, coalesce(GCSVerbal,GCSVerbalPrev) as gcsverbal +, coalesce(GCSEyes,GCSEyesPrev) as gcseyes +, EndoTrachFlag as endotrachflag + +-- subselect down to the cohort of eligible patients +FROM icustays ie +left join gcs_final gs + on ie.icustay_id = gs.icustay_id and gs.IsMinGCS = 1 +ORDER BY ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/height_first_day.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/height_first_day.sql new file mode 100644 index 00000000..d848a343 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/height_first_day.sql @@ -0,0 +1,76 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS height_first_day; CREATE TABLE height_first_day AS +-- This query extracts heights for adult ICU patients. +-- It uses all information from the patient's first ICU day. +-- This is done for consistency with other queries - it's not necessarily needed. +-- Height is unlikely to change throughout a patient's stay. + +-- ** Requires the echodata view, generated by concepts/echo-data.sql + +-- staging table to ensure all heights are in centimeters +with ce0 as +( + SELECT + c.icustay_id + , case + -- convert inches to centimetres + when itemid in (920, 1394, 4187, 3486) + then valuenum * 2.54 + else valuenum + end as Height + FROM chartevents c + inner join icustays ie + on c.icustay_id = ie.icustay_id + and c.charttime <= DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + and c.charttime > DATETIME_SUB(ie.intime, INTERVAL '1' DAY) -- some fuzziness for admit time + WHERE c.valuenum IS NOT NULL + AND c.itemid in (226730,920, 1394, 4187, 3486,3485,4188) -- height + AND c.valuenum != 0 + -- exclude rows marked as error + AND (c.error IS NULL OR c.error = 0) +) +, ce as +( + SELECT + icustay_id + -- extract the median height from the chart to add robustness against outliers + , AVG(height) as Height_chart + from ce0 + where height > 100 + group by icustay_id +) +-- requires the echo-data.sql query to run +-- this adds heights from the free-text echo notes +, echo as +( + select + ec.subject_id + -- all echo heights are in inches + , 2.54*AVG(height) as Height_Echo + from echo_data ec + inner join icustays ie + on ec.subject_id = ie.subject_id + and ec.charttime < DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + where height is not null + and height*2.54 > 100 + group by ec.subject_id +) +select + ie.icustay_id + , coalesce(ce.Height_chart, ec.Height_Echo) as height + + -- components + , ce.height_chart + , ec.height_echo +FROM icustays ie + +-- filter to only adults +inner join patients pat + on ie.subject_id = pat.subject_id + and ie.intime > DATETIME_ADD(pat.dob, INTERVAL '1' YEAR) + +left join ce + on ie.icustay_id = ce.icustay_id + +left join echo ec + on ie.subject_id = ec.subject_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/labs_first_day.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/labs_first_day.sql new file mode 100644 index 00000000..eaa4f0b4 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/labs_first_day.sql @@ -0,0 +1,155 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS labs_first_day; CREATE TABLE labs_first_day AS +-- This query pivots lab values taken in the first 24 hours of a patient's stay + +-- Have already confirmed that the unit of measurement is always the same: null or the correct unit + +SELECT + pvt.subject_id, pvt.hadm_id, pvt.icustay_id + + , min(CASE WHEN label = 'ANION GAP' THEN valuenum ELSE NULL END) AS aniongap_min + , max(CASE WHEN label = 'ANION GAP' THEN valuenum ELSE NULL END) AS aniongap_max + , min(CASE WHEN label = 'ALBUMIN' THEN valuenum ELSE NULL END) AS albumin_min + , max(CASE WHEN label = 'ALBUMIN' THEN valuenum ELSE NULL END) AS albumin_max + , min(CASE WHEN label = 'BANDS' THEN valuenum ELSE NULL END) AS bands_min + , max(CASE WHEN label = 'BANDS' THEN valuenum ELSE NULL END) AS bands_max + , min(CASE WHEN label = 'BICARBONATE' THEN valuenum ELSE NULL END) AS bicarbonate_min + , max(CASE WHEN label = 'BICARBONATE' THEN valuenum ELSE NULL END) AS bicarbonate_max + , min(CASE WHEN label = 'BILIRUBIN' THEN valuenum ELSE NULL END) AS bilirubin_min + , max(CASE WHEN label = 'BILIRUBIN' THEN valuenum ELSE NULL END) AS bilirubin_max + , min(CASE WHEN label = 'CREATININE' THEN valuenum ELSE NULL END) AS creatinine_min + , max(CASE WHEN label = 'CREATININE' THEN valuenum ELSE NULL END) AS creatinine_max + , min(CASE WHEN label = 'CHLORIDE' THEN valuenum ELSE NULL END) AS chloride_min + , max(CASE WHEN label = 'CHLORIDE' THEN valuenum ELSE NULL END) AS chloride_max + , min(CASE WHEN label = 'GLUCOSE' THEN valuenum ELSE NULL END) AS glucose_min + , max(CASE WHEN label = 'GLUCOSE' THEN valuenum ELSE NULL END) AS glucose_max + , min(CASE WHEN label = 'HEMATOCRIT' THEN valuenum ELSE NULL END) AS hematocrit_min + , max(CASE WHEN label = 'HEMATOCRIT' THEN valuenum ELSE NULL END) AS hematocrit_max + , min(CASE WHEN label = 'HEMOGLOBIN' THEN valuenum ELSE NULL END) AS hemoglobin_min + , max(CASE WHEN label = 'HEMOGLOBIN' THEN valuenum ELSE NULL END) AS hemoglobin_max + , min(CASE WHEN label = 'LACTATE' THEN valuenum ELSE NULL END) AS lactate_min + , max(CASE WHEN label = 'LACTATE' THEN valuenum ELSE NULL END) AS lactate_max + , min(CASE WHEN label = 'PLATELET' THEN valuenum ELSE NULL END) AS platelet_min + , max(CASE WHEN label = 'PLATELET' THEN valuenum ELSE NULL END) AS platelet_max + , min(CASE WHEN label = 'POTASSIUM' THEN valuenum ELSE NULL END) AS potassium_min + , max(CASE WHEN label = 'POTASSIUM' THEN valuenum ELSE NULL END) AS potassium_max + , min(CASE WHEN label = 'PTT' THEN valuenum ELSE NULL END) AS ptt_min + , max(CASE WHEN label = 'PTT' THEN valuenum ELSE NULL END) AS ptt_max + , min(CASE WHEN label = 'INR' THEN valuenum ELSE NULL END) AS inr_min + , max(CASE WHEN label = 'INR' THEN valuenum ELSE NULL END) AS inr_max + , min(CASE WHEN label = 'PT' THEN valuenum ELSE NULL END) AS pt_min + , max(CASE WHEN label = 'PT' THEN valuenum ELSE NULL END) AS pt_max + , min(CASE WHEN label = 'SODIUM' THEN valuenum ELSE NULL END) AS sodium_min + , max(CASE WHEN label = 'SODIUM' THEN valuenum ELSE NULL END) AS sodium_max + , min(CASE WHEN label = 'BUN' THEN valuenum ELSE NULL END) AS bun_min + , max(CASE WHEN label = 'BUN' THEN valuenum ELSE NULL END) AS bun_max + , min(CASE WHEN label = 'WBC' THEN valuenum ELSE NULL END) AS wbc_min + , max(CASE WHEN label = 'WBC' THEN valuenum ELSE NULL END) AS wbc_max + + +FROM +( -- begin query that extracts the data + SELECT ie.subject_id, ie.hadm_id, ie.icustay_id + -- here we assign labels to ITEMIDs + -- this also fuses together multiple ITEMIDs containing the same data + , CASE + WHEN itemid = 50868 THEN 'ANION GAP' + WHEN itemid = 50862 THEN 'ALBUMIN' + WHEN itemid = 51144 THEN 'BANDS' + WHEN itemid = 50882 THEN 'BICARBONATE' + WHEN itemid = 50885 THEN 'BILIRUBIN' + WHEN itemid = 50912 THEN 'CREATININE' + WHEN itemid = 50806 THEN 'CHLORIDE' + WHEN itemid = 50902 THEN 'CHLORIDE' + WHEN itemid = 50809 THEN 'GLUCOSE' + WHEN itemid = 50931 THEN 'GLUCOSE' + WHEN itemid = 50810 THEN 'HEMATOCRIT' + WHEN itemid = 51221 THEN 'HEMATOCRIT' + WHEN itemid = 50811 THEN 'HEMOGLOBIN' + WHEN itemid = 51222 THEN 'HEMOGLOBIN' + WHEN itemid = 50813 THEN 'LACTATE' + WHEN itemid = 51265 THEN 'PLATELET' + WHEN itemid = 50822 THEN 'POTASSIUM' + WHEN itemid = 50971 THEN 'POTASSIUM' + WHEN itemid = 51275 THEN 'PTT' + WHEN itemid = 51237 THEN 'INR' + WHEN itemid = 51274 THEN 'PT' + WHEN itemid = 50824 THEN 'SODIUM' + WHEN itemid = 50983 THEN 'SODIUM' + WHEN itemid = 51006 THEN 'BUN' + WHEN itemid = 51300 THEN 'WBC' + WHEN itemid = 51301 THEN 'WBC' + ELSE null + END as label + , -- add in some sanity checks on the values + -- the where clause below requires all valuenum to be > 0, so these are only upper limit checks + CASE + WHEN itemid = 50862 and valuenum > 10 THEN null -- g/dL 'ALBUMIN' + WHEN itemid = 50868 and valuenum > 10000 THEN null -- mEq/L 'ANION GAP' + WHEN itemid = 51144 and valuenum < 0 THEN null -- immature band forms, % + WHEN itemid = 51144 and valuenum > 100 THEN null -- immature band forms, % + WHEN itemid = 50882 and valuenum > 10000 THEN null -- mEq/L 'BICARBONATE' + WHEN itemid = 50885 and valuenum > 150 THEN null -- mg/dL 'BILIRUBIN' + WHEN itemid = 50806 and valuenum > 10000 THEN null -- mEq/L 'CHLORIDE' + WHEN itemid = 50902 and valuenum > 10000 THEN null -- mEq/L 'CHLORIDE' + WHEN itemid = 50912 and valuenum > 150 THEN null -- mg/dL 'CREATININE' + WHEN itemid = 50809 and valuenum > 10000 THEN null -- mg/dL 'GLUCOSE' + WHEN itemid = 50931 and valuenum > 10000 THEN null -- mg/dL 'GLUCOSE' + WHEN itemid = 50810 and valuenum > 100 THEN null -- % 'HEMATOCRIT' + WHEN itemid = 51221 and valuenum > 100 THEN null -- % 'HEMATOCRIT' + WHEN itemid = 50811 and valuenum > 50 THEN null -- g/dL 'HEMOGLOBIN' + WHEN itemid = 51222 and valuenum > 50 THEN null -- g/dL 'HEMOGLOBIN' + WHEN itemid = 50813 and valuenum > 50 THEN null -- mmol/L 'LACTATE' + WHEN itemid = 51265 and valuenum > 10000 THEN null -- K/uL 'PLATELET' + WHEN itemid = 50822 and valuenum > 30 THEN null -- mEq/L 'POTASSIUM' + WHEN itemid = 50971 and valuenum > 30 THEN null -- mEq/L 'POTASSIUM' + WHEN itemid = 51275 and valuenum > 150 THEN null -- sec 'PTT' + WHEN itemid = 51237 and valuenum > 50 THEN null -- 'INR' + WHEN itemid = 51274 and valuenum > 150 THEN null -- sec 'PT' + WHEN itemid = 50824 and valuenum > 200 THEN null -- mEq/L == mmol/L 'SODIUM' + WHEN itemid = 50983 and valuenum > 200 THEN null -- mEq/L == mmol/L 'SODIUM' + WHEN itemid = 51006 and valuenum > 300 THEN null -- 'BUN' + WHEN itemid = 51300 and valuenum > 1000 THEN null -- 'WBC' + WHEN itemid = 51301 and valuenum > 1000 THEN null -- 'WBC' + ELSE le.valuenum + END as valuenum + + FROM icustays ie + + LEFT JOIN labevents le + ON le.subject_id = ie.subject_id AND le.hadm_id = ie.hadm_id + AND le.charttime BETWEEN (DATETIME_SUB(ie.intime, INTERVAL '6' HOUR)) AND (DATETIME_ADD(ie.intime, INTERVAL '1' DAY)) + AND le.ITEMID in + ( + -- comment is: LABEL | CATEGORY | FLUID | NUMBER OF ROWS IN LABEVENTS + 50868, -- ANION GAP | CHEMISTRY | BLOOD | 769895 + 50862, -- ALBUMIN | CHEMISTRY | BLOOD | 146697 + 51144, -- BANDS - hematology + 50882, -- BICARBONATE | CHEMISTRY | BLOOD | 780733 + 50885, -- BILIRUBIN, TOTAL | CHEMISTRY | BLOOD | 238277 + 50912, -- CREATININE | CHEMISTRY | BLOOD | 797476 + 50902, -- CHLORIDE | CHEMISTRY | BLOOD | 795568 + 50806, -- CHLORIDE, WHOLE BLOOD | BLOOD GAS | BLOOD | 48187 + 50931, -- GLUCOSE | CHEMISTRY | BLOOD | 748981 + 50809, -- GLUCOSE | BLOOD GAS | BLOOD | 196734 + 51221, -- HEMATOCRIT | HEMATOLOGY | BLOOD | 881846 + 50810, -- HEMATOCRIT, CALCULATED | BLOOD GAS | BLOOD | 89715 + 51222, -- HEMOGLOBIN | HEMATOLOGY | BLOOD | 752523 + 50811, -- HEMOGLOBIN | BLOOD GAS | BLOOD | 89712 + 50813, -- LACTATE | BLOOD GAS | BLOOD | 187124 + 51265, -- PLATELET COUNT | HEMATOLOGY | BLOOD | 778444 + 50971, -- POTASSIUM | CHEMISTRY | BLOOD | 845825 + 50822, -- POTASSIUM, WHOLE BLOOD | BLOOD GAS | BLOOD | 192946 + 51275, -- PTT | HEMATOLOGY | BLOOD | 474937 + 51237, -- INR(PT) | HEMATOLOGY | BLOOD | 471183 + 51274, -- PT | HEMATOLOGY | BLOOD | 469090 + 50983, -- SODIUM | CHEMISTRY | BLOOD | 808489 + 50824, -- SODIUM, WHOLE BLOOD | BLOOD GAS | BLOOD | 71503 + 51006, -- UREA NITROGEN | CHEMISTRY | BLOOD | 791925 + 51301, -- WHITE BLOOD CELLS | HEMATOLOGY | BLOOD | 753301 + 51300 -- WBC COUNT | HEMATOLOGY | BLOOD | 2371 + ) + AND valuenum IS NOT null AND valuenum > 0 -- lab values cannot be 0 and cannot be negative +) pvt +GROUP BY pvt.subject_id, pvt.hadm_id, pvt.icustay_id +ORDER BY pvt.subject_id, pvt.hadm_id, pvt.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/rrt_first_day.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/rrt_first_day.sql new file mode 100644 index 00000000..42ab05ee --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/rrt_first_day.sql @@ -0,0 +1,195 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS rrt_first_day; CREATE TABLE rrt_first_day AS +-- determines if patients received any dialysis during their stay + +-- Some example aggregate queries which summarize the data here.. +-- This query estimates 6.7% of ICU patients received RRT. + -- select count(rrt.icustay_id) as numobs + -- , sum(rrt) as numrrt + -- , sum(case when rrt=1 then 1 else 0 end)*100.0 / count(rrt.icustay_id) + -- as percent_rrt + -- from rrt + -- inner join icustays ie on rrt.icustay_id = ie.icustay_id + -- inner join patients p + -- on rrt.subject_id = p.subject_id + -- and p.dob < ie.intime - interval '1' year + -- inner join admissions adm + -- on rrt.hadm_id = adm.hadm_id; + +-- This query estimates that 4.6% of first ICU stays received RRT. + -- select + -- count(rrt.icustay_id) as numobs + -- , sum(rrt) as numrrt + -- , sum(case when rrt=1 then 1 else 0 end)*100.0 / count(rrt.icustay_id) + -- as percent_rrt + -- from + -- ( + -- select ie.icustay_id, rrt.rrt + -- , ROW_NUMBER() over (partition by ie.subject_id order by ie.intime) rn + -- from rrt + -- inner join icustays ie + -- on rrt.icustay_id = ie.icustay_id + -- inner join patients p + -- on rrt.subject_id = p.subject_id + -- and p.dob < ie.intime - interval '1' year + -- inner join admissions adm + -- on rrt.hadm_id = adm.hadm_id + -- ) rrt + -- where rn = 1; + +with cv as +( + select ie.icustay_id + , max( + case + when ce.itemid in (152,148,149,146,147,151,150) and value is not null then 1 + when ce.itemid in (229,235,241,247,253,259,265,271) and value = 'Dialysis Line' then 1 + when ce.itemid = 582 and value in ('CAVH Start','CAVH D/C','CVVHD Start','CVVHD D/C','Hemodialysis st','Hemodialysis end') then 1 + else 0 end + ) as RRT + FROM icustays ie + inner join chartevents ce + on ie.icustay_id = ce.icustay_id + and ce.itemid in + ( + 152 -- "Dialysis Type";61449 + ,148 -- "Dialysis Access Site";60335 + ,149 -- "Dialysis Access Type";60030 + ,146 -- "Dialysate Flow ml/hr";57445 + ,147 -- "Dialysate Infusing";56605 + ,151 -- "Dialysis Site Appear";37345 + ,150 -- "Dialysis Machine";27472 + ,229 -- INV Line#1 [Type] + ,235 -- INV Line#2 [Type] + ,241 -- INV Line#3 [Type] + ,247 -- INV Line#4 [Type] + ,253 -- INV Line#5 [Type] + ,259 -- INV Line#6 [Type] + ,265 -- INV Line#7 [Type] + ,271 -- INV Line#8 [Type] + ,582 -- Procedures + ) + and ce.value is not null + and ce.charttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + where ie.dbsource = 'carevue' + group by ie.icustay_id +) +, mv_ce as +( + select ie.icustay_id + , 1 as RRT + FROM icustays ie + inner join chartevents ce + on ie.icustay_id = ce.icustay_id + and ce.charttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + and itemid in + ( + -- Checkboxes + 226118 -- | Dialysis Catheter placed in outside facility | Access Lines - Invasive | chartevents | Checkbox + , 227357 -- | Dialysis Catheter Dressing Occlusive | Access Lines - Invasive | chartevents | Checkbox + , 225725 -- | Dialysis Catheter Tip Cultured | Access Lines - Invasive | chartevents | Checkbox + -- Numeric values + , 226499 -- | Hemodialysis Output | Dialysis | chartevents | Numeric + , 224154 -- | Dialysate Rate | Dialysis | chartevents | Numeric + , 225810 -- | Dwell Time (Peritoneal Dialysis) | Dialysis | chartevents | Numeric + , 227639 -- | Medication Added Amount #2 (Peritoneal Dialysis) | Dialysis | chartevents | Numeric + , 225183 -- | Current Goal | Dialysis | chartevents | Numeric + , 227438 -- | Volume not removed | Dialysis | chartevents | Numeric + , 224191 -- | Hourly Patient Fluid Removal | Dialysis | chartevents | Numeric + , 225806 -- | Volume In (PD) | Dialysis | chartevents | Numeric + , 225807 -- | Volume Out (PD) | Dialysis | chartevents | Numeric + , 228004 -- | Citrate (ACD-A) | Dialysis | chartevents | Numeric + , 228005 -- | PBP (Prefilter) Replacement Rate | Dialysis | chartevents | Numeric + , 228006 -- | Post Filter Replacement Rate | Dialysis | chartevents | Numeric + , 224144 -- | Blood Flow (ml/min) | Dialysis | chartevents | Numeric + , 224145 -- | Heparin Dose (per hour) | Dialysis | chartevents | Numeric + , 224149 -- | Access Pressure | Dialysis | chartevents | Numeric + , 224150 -- | Filter Pressure | Dialysis | chartevents | Numeric + , 224151 -- | Effluent Pressure | Dialysis | chartevents | Numeric + , 224152 -- | Return Pressure | Dialysis | chartevents | Numeric + , 224153 -- | Replacement Rate | Dialysis | chartevents | Numeric + , 224404 -- | ART Lumen Volume | Dialysis | chartevents | Numeric + , 224406 -- | VEN Lumen Volume | Dialysis | chartevents | Numeric + , 226457 -- | Ultrafiltrate Output | Dialysis | chartevents | Numeric + ) + and valuenum > 0 -- also ensures it's not null + group by ie.icustay_id +) +, mv_ie as +( + select ie.icustay_id + , 1 as RRT + FROM icustays ie + inner join inputevents_mv tt + on ie.icustay_id = tt.icustay_id + and tt.starttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + and itemid in + ( + 227536 -- KCl (CRRT) Medications inputevents_mv Solution + , 227525 -- Calcium Gluconate (CRRT) Medications inputevents_mv Solution + ) + and amount > 0 -- also ensures it's not null + group by ie.icustay_id +) +, mv_de as +( + select ie.icustay_id + , 1 as RRT + FROM icustays ie + inner join datetimeevents tt + on ie.icustay_id = tt.icustay_id + and tt.charttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + and itemid in + ( + -- TODO: unsure how to handle "Last dialysis" + -- 225128 -- | Last dialysis | Adm History/FHPA | datetimeevents | Date time + 225318 -- | Dialysis Catheter Cap Change | Access Lines - Invasive | datetimeevents | Date time + , 225319 -- | Dialysis Catheter Change over Wire Date | Access Lines - Invasive | datetimeevents | Date time + , 225321 -- | Dialysis Catheter Dressing Change | Access Lines - Invasive | datetimeevents | Date time + , 225322 -- | Dialysis Catheter Insertion Date | Access Lines - Invasive | datetimeevents | Date time + , 225324 -- | Dialysis CatheterTubing Change | Access Lines - Invasive | datetimeevents | Date time + ) + group by ie.icustay_id +) +, mv_pe as +( + select ie.icustay_id + , 1 as RRT + FROM icustays ie + inner join procedureevents_mv tt + on ie.icustay_id = tt.icustay_id + and tt.starttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + and itemid in + ( + 225441 -- | Hemodialysis | 4-Procedures | procedureevents_mv | Process + , 225802 -- | Dialysis - CRRT | Dialysis | procedureevents_mv | Process + , 225803 -- | Dialysis - CVVHD | Dialysis | procedureevents_mv | Process + , 225805 -- | Peritoneal Dialysis | Dialysis | procedureevents_mv | Process + , 224270 -- | Dialysis Catheter | Access Lines - Invasive | procedureevents_mv | Process + , 225809 -- | Dialysis - CVVHDF | Dialysis | procedureevents_mv | Process + , 225955 -- | Dialysis - SCUF | Dialysis | procedureevents_mv | Process + , 225436 -- | CRRT Filter Change | Dialysis | procedureevents_mv | Process + ) + group by ie.icustay_id +) +select ie.subject_id, ie.hadm_id, ie.icustay_id + , case + when cv.RRT = 1 then 1 + when mv_ce.RRT = 1 then 1 + when mv_ie.RRT = 1 then 1 + when mv_de.RRT = 1 then 1 + when mv_pe.RRT = 1 then 1 + else 0 + end as rrt +FROM icustays ie +left join cv + on ie.icustay_id = cv.icustay_id +left join mv_ce + on ie.icustay_id = mv_ce.icustay_id +left join mv_ie + on ie.icustay_id = mv_ie.icustay_id +left join mv_de + on ie.icustay_id = mv_de.icustay_id +left join mv_pe + on ie.icustay_id = mv_pe.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/urine_output_first_day.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/urine_output_first_day.sql new file mode 100644 index 00000000..c7a94ff1 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/urine_output_first_day.sql @@ -0,0 +1,58 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS urine_output_first_day; CREATE TABLE urine_output_first_day AS +-- ------------------------------------------------------------------ +-- Purpose: Create a view of the urine output for each ICUSTAY_ID over the first 24 hours. +-- ------------------------------------------------------------------ + +select + -- patient identifiers + ie.subject_id, ie.hadm_id, ie.icustay_id + + -- volumes associated with urine output ITEMIDs + , sum( + -- we consider input of GU irrigant as a negative volume + case + when oe.itemid = 227488 and oe.value > 0 then -1*oe.value + else oe.value + end) as urineoutput +FROM icustays ie +-- Join to the outputevents table to get urine output +left join outputevents oe +-- join on all patient identifiers +on ie.subject_id = oe.subject_id and ie.hadm_id = oe.hadm_id and ie.icustay_id = oe.icustay_id +-- and ensure the data occurs during the first day +and oe.charttime between ie.intime and (DATETIME_ADD(ie.intime, INTERVAL '1' DAY)) -- first ICU day +where itemid in +( +-- these are the most frequently occurring urine output observations in CareVue +40055, -- "Urine Out Foley" +43175, -- "Urine ." +40069, -- "Urine Out Void" +40094, -- "Urine Out Condom Cath" +40715, -- "Urine Out Suprapubic" +40473, -- "Urine Out IleoConduit" +40085, -- "Urine Out Incontinent" +40057, -- "Urine Out Rt Nephrostomy" +40056, -- "Urine Out Lt Nephrostomy" +40405, -- "Urine Out Other" +40428, -- "Urine Out Straight Cath" +40086,-- Urine Out Incontinent +40096, -- "Urine Out Ureteral Stent #1" +40651, -- "Urine Out Ureteral Stent #2" + +-- these are the most frequently occurring urine output observations in MetaVision +226559, -- "Foley" +226560, -- "Void" +226561, -- "Condom Cath" +226584, -- "Ileoconduit" +226563, -- "Suprapubic" +226564, -- "R Nephrostomy" +226565, -- "L Nephrostomy" +226567, -- Straight Cath +226557, -- R Ureteral Stent +226558, -- L Ureteral Stent +227488, -- GU Irrigant Volume In +227489 -- GU Irrigant/Urine Volume Out +) +group by ie.subject_id, ie.hadm_id, ie.icustay_id +order by ie.subject_id, ie.hadm_id, ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/ventilation_first_day.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/ventilation_first_day.sql new file mode 100644 index 00000000..84ece5b9 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/ventilation_first_day.sql @@ -0,0 +1,26 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS ventilation_first_day; CREATE TABLE ventilation_first_day AS +-- Determines if a patient is ventilated on the first day of their ICU stay. +-- Creates a table with the result. +-- Requires the `ventilation_durations` table, generated by ../ventilation-durations.sql + +select + ie.subject_id, ie.hadm_id, ie.icustay_id + -- if vd.icustay_id is not null, then they have a valid ventilation event + -- in this case, we say they are ventilated + -- otherwise, they are not + , max(case + when vd.icustay_id is not null then 1 + else 0 end) as vent +FROM icustays ie +left join ventilation_durations vd + on ie.icustay_id = vd.icustay_id + and + ( + -- ventilation duration overlaps with ICU admission -> vented on admission + (vd.starttime <= ie.intime and vd.endtime >= ie.intime) + -- ventilation started during the first day + OR (vd.starttime >= ie.intime and vd.starttime <= DATETIME_ADD(ie.intime, INTERVAL '1' DAY)) + ) +group by ie.subject_id, ie.hadm_id, ie.icustay_id +order by ie.subject_id, ie.hadm_id, ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/vitals_first_day.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/vitals_first_day.sql new file mode 100644 index 00000000..3a47f3c1 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/vitals_first_day.sql @@ -0,0 +1,120 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS vitals_first_day; CREATE TABLE vitals_first_day AS +-- This query pivots the vital signs for the first 24 hours of a patient's stay +-- Vital signs include heart rate, blood pressure, respiration rate, and temperature + +SELECT pvt.subject_id, pvt.hadm_id, pvt.icustay_id + +-- Easier names +, min(case when VitalID = 1 then valuenum ELSE NULL END) AS heartrate_min +, max(case when VitalID = 1 then valuenum ELSE NULL END) AS heartrate_max +, avg(case when VitalID = 1 then valuenum ELSE NULL END) AS heartrate_mean +, min(case when VitalID = 2 then valuenum ELSE NULL END) AS sysbp_min +, max(case when VitalID = 2 then valuenum ELSE NULL END) AS sysbp_max +, avg(case when VitalID = 2 then valuenum ELSE NULL END) AS sysbp_mean +, min(case when VitalID = 3 then valuenum ELSE NULL END) AS diasbp_min +, max(case when VitalID = 3 then valuenum ELSE NULL END) AS diasbp_max +, avg(case when VitalID = 3 then valuenum ELSE NULL END) AS diasbp_mean +, min(case when VitalID = 4 then valuenum ELSE NULL END) AS meanbp_min +, max(case when VitalID = 4 then valuenum ELSE NULL END) AS meanbp_max +, avg(case when VitalID = 4 then valuenum ELSE NULL END) AS meanbp_mean +, min(case when VitalID = 5 then valuenum ELSE NULL END) AS resprate_min +, max(case when VitalID = 5 then valuenum ELSE NULL END) AS resprate_max +, avg(case when VitalID = 5 then valuenum ELSE NULL END) AS resprate_mean +, min(case when VitalID = 6 then valuenum ELSE NULL END) AS tempc_min +, max(case when VitalID = 6 then valuenum ELSE NULL END) AS tempc_max +, avg(case when VitalID = 6 then valuenum ELSE NULL END) AS tempc_mean +, min(case when VitalID = 7 then valuenum ELSE NULL END) AS spo2_min +, max(case when VitalID = 7 then valuenum ELSE NULL END) AS spo2_max +, avg(case when VitalID = 7 then valuenum ELSE NULL END) AS spo2_mean +, min(case when VitalID = 8 then valuenum ELSE NULL END) AS glucose_min +, max(case when VitalID = 8 then valuenum ELSE NULL END) AS glucose_max +, avg(case when VitalID = 8 then valuenum ELSE NULL END) AS glucose_mean + +FROM ( + select ie.subject_id, ie.hadm_id, ie.icustay_id + , case + when itemid in (211,220045) and valuenum > 0 and valuenum < 300 then 1 -- HeartRate + when itemid in (51,442,455,6701,220179,220050) and valuenum > 0 and valuenum < 400 then 2 -- SysBP + when itemid in (8368,8440,8441,8555,220180,220051) and valuenum > 0 and valuenum < 300 then 3 -- DiasBP + when itemid in (456,52,6702,443,220052,220181,225312) and valuenum > 0 and valuenum < 300 then 4 -- MeanBP + when itemid in (615,618,220210,224690) and valuenum > 0 and valuenum < 70 then 5 -- RespRate + when itemid in (223761,678) and valuenum > 70 and valuenum < 120 then 6 -- TempF, converted to degC in valuenum call + when itemid in (223762,676) and valuenum > 10 and valuenum < 50 then 6 -- TempC + when itemid in (646,220277) and valuenum > 0 and valuenum <= 100 then 7 -- SpO2 + when itemid in (807,811,1529,3745,3744,225664,220621,226537) and valuenum > 0 then 8 -- Glucose + + else null end as vitalid + -- convert F to C + , case when itemid in (223761,678) then (valuenum-32)/1.8 else valuenum end as valuenum + + from icustays ie + left join chartevents ce + on ie.icustay_id = ce.icustay_id + and ce.charttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + and DATETIME_DIFF(ce.charttime, ie.intime, 'SECOND') > 0 + and DATETIME_DIFF(ce.charttime, ie.intime, 'HOUR') <= 24 + -- exclude rows marked as error + and (ce.error IS NULL or ce.error = 0) + where ce.itemid in + ( + -- HEART RATE + 211, --"Heart Rate" + 220045, --"Heart Rate" + + -- Systolic/diastolic + + 51, -- Arterial BP [Systolic] + 442, -- Manual BP [Systolic] + 455, -- NBP [Systolic] + 6701, -- Arterial BP #2 [Systolic] + 220179, -- Non Invasive Blood Pressure systolic + 220050, -- Arterial Blood Pressure systolic + + 8368, -- Arterial BP [Diastolic] + 8440, -- Manual BP [Diastolic] + 8441, -- NBP [Diastolic] + 8555, -- Arterial BP #2 [Diastolic] + 220180, -- Non Invasive Blood Pressure diastolic + 220051, -- Arterial Blood Pressure diastolic + + + -- MEAN ARTERIAL PRESSURE + 456, --"NBP Mean" + 52, --"Arterial BP Mean" + 6702, -- Arterial BP Mean #2 + 443, -- Manual BP Mean(calc) + 220052, --"Arterial Blood Pressure mean" + 220181, --"Non Invasive Blood Pressure mean" + 225312, --"ART BP mean" + + -- RESPIRATORY RATE + 618,-- Respiratory Rate + 615,-- Resp Rate (Total) + 220210,-- Respiratory Rate + 224690, -- Respiratory Rate (Total) + + + -- SPO2, peripheral + 646, 220277, + + -- GLUCOSE, both lab and fingerstick + 807,-- Fingerstick Glucose + 811,-- Glucose (70-105) + 1529,-- Glucose + 3745,-- BloodGlucose + 3744,-- Blood Glucose + 225664,-- Glucose finger stick + 220621,-- Glucose (serum) + 226537,-- Glucose (whole blood) + + -- TEMPERATURE + 223762, -- "Temperature Celsius" + 676, -- "Temperature C" + 223761, -- "Temperature Fahrenheit" + 678 -- "Temperature F" + + ) +) pvt +group by pvt.subject_id, pvt.hadm_id, pvt.icustay_id +order by pvt.subject_id, pvt.hadm_id, pvt.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/weight_first_day.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/weight_first_day.sql new file mode 100644 index 00000000..e3017706 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/firstday/weight_first_day.sql @@ -0,0 +1,120 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS weight_first_day; CREATE TABLE weight_first_day AS +-- This query extracts weights for adult ICU patients on their first ICU day. +-- It does *not* use any information after the first ICU day, as weight is +-- sometimes used to monitor fluid balance. + +-- ** Requires the echodata view, generated by concepts/echo-data.sql + +with ce as +( + SELECT + c.icustay_id + -- we take the avg value from roughly first day + -- TODO: eliminate obvious outliers if there is a reasonable weight + -- (e.g. weight of 180kg and 90kg would remove 180kg instead of taking the median) + , AVG(VALUENUM) as Weight_Admit + FROM chartevents c + inner join icustays ie + on c.icustay_id = ie.icustay_id + and c.charttime <= DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + and c.charttime > DATETIME_SUB(ie.intime, INTERVAL '1' DAY) -- some fuzziness for admit time + WHERE c.valuenum IS NOT NULL + AND c.itemid in (762,226512) -- Admit Wt + AND c.valuenum != 0 + -- exclude rows marked as error + AND (c.error IS NULL OR c.error = 0) + group by c.icustay_id +) +, dwt as +( + SELECT + c.icustay_id + , AVG(VALUENUM) as Weight_Daily + FROM chartevents c + INNER JOIN icustays ie + on c.icustay_id = ie.icustay_id + and c.charttime <= DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + and c.charttime > DATETIME_SUB(ie.intime, INTERVAL '1' DAY) -- some fuzziness for admit time + WHERE c.valuenum IS NOT NULL + AND c.itemid in (763,224639) -- Daily Weight + AND c.valuenum != 0 + -- exclude rows marked as error + AND (c.error IS NULL OR c.error = 0) + group by c.icustay_id +) +-- we split in-hospital/out of hospital echoes as we would like to prioritize in-hospital data +, echo_hadm as +( + select + ie.icustay_id + , 0.453592*AVG(weight) as Weight_EchoInHosp + from echo_data ec + inner join icustays ie + on ec.hadm_id = ie.hadm_id + and ec.charttime < DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + where + ec.HADM_ID is not null + and ec.weight is not null + group by ie.icustay_id +) +, echo_nohadm as +( + select + ie.icustay_id + , 0.453592*AVG(weight) as Weight_EchoPreHosp + from echo_data ec + inner join icustays ie + on ie.subject_id = ec.subject_id + and ie.intime < DATETIME_ADD(ec.charttime, INTERVAL '1' MONTH) + and ie.intime > ec.charttime + where + ec.HADM_ID is null + and ec.weight is not null + group by ie.icustay_id +) +select + ie.icustay_id + , round(cast( + case + when ce.icustay_id is not null + then ce.Weight_Admit + when dwt.icustay_id is not null + then dwt.Weight_Daily + when eh.icustay_id is not null + then eh.Weight_EchoInHosp + when enh.icustay_id is not null + then enh.Weight_EchoPreHosp + else null end + as numeric), 2) + as weight + + -- components + , ce.weight_admit + , dwt.weight_daily + , eh.weight_echoinhosp + , enh.weight_echoprehosp + +FROM icustays ie + +-- filter to only adults +inner join patients pat + on ie.subject_id = pat.subject_id + and ie.intime > DATETIME_ADD(pat.dob, INTERVAL '1' YEAR) + +-- admission weight +left join ce + on ie.icustay_id = ce.icustay_id + +-- daily weights +left join dwt + on ie.icustay_id = dwt.icustay_id + +-- in-hospital echo weight +left join echo_hadm eh + on ie.icustay_id = eh.icustay_id + +-- pre-hospitalization echo weights +left join echo_nohadm enh + on ie.icustay_id = enh.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/colloid_bolus.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/colloid_bolus.sql new file mode 100644 index 00000000..18acb620 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/colloid_bolus.sql @@ -0,0 +1,125 @@ +SET search_path TO mimiciii, public; + +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS colloid_bolus; CREATE TABLE colloid_bolus AS +-- received colloid before admission +-- 226365 -- OR Colloid Intake +-- 226376 -- PACU Colloid Intake + +with t1 as +( + select + mv.icustay_id + , mv.starttime as charttime + -- standardize the units to millilitres + -- also metavision has floating point precision.. but we only care down to the mL + , round(case + when mv.amountuom = 'L' + then mv.amount * 1000.0 + when mv.amountuom = 'ml' + then mv.amount + else null end) as amount + from inputevents_mv mv + where mv.itemid in + ( + 220864, -- Albumin 5% 7466 132 7466 + 220862, -- Albumin 25% 9851 174 9851 + 225174, -- Hetastarch (Hespan) 6% 82 1 82 + 225795, -- Dextran 40 38 3 38 + 225796 -- Dextran 70 + -- below ITEMIDs not in use + -- 220861 | Albumin (Human) 20% + -- 220863 | Albumin (Human) 4% + ) + and mv.statusdescription != 'Rewritten' + and + -- in MetaVision, these ITEMIDs never appear with a null rate + -- so it is sufficient to check the rate is > 100 + ( + (mv.rateuom = 'mL/hour' and mv.rate > 100) + OR (mv.rateuom = 'mL/min' and mv.rate > (100/60.0)) + OR (mv.rateuom = 'mL/kg/hour' and (mv.rate*mv.patientweight) > 100) + ) +) +, t2 as +( + select + cv.icustay_id + , cv.charttime + -- carevue always has units in millilitres (or null) + , round(cv.amount) as amount + from inputevents_cv cv + where cv.itemid in + ( + 30008 -- Albumin 5% + ,30009 -- Albumin 25% + ,42832 -- albumin 12.5% + ,40548 -- ALBUMIN + ,45403 -- albumin + ,44203 -- Albumin 12.5% + ,30181 -- Serum Albumin 5% + ,46564 -- Albumin + ,43237 -- 25% Albumin + ,43353 -- Albumin (human) 25% + + ,30012 -- Hespan + ,46313 -- 6% Hespan + + ,30011 -- Dextran 40 + ,30016 -- Dextrose 10% + ,42975 -- DEXTRAN DRIP + ,42944 -- dextran + ,46336 -- 10% Dextran 40/D5W + ,46729 -- Dextran + ,40033 -- DEXTRAN + ,45410 -- 10% Dextran 40 + ,42731 -- Dextran40 10% + ) + and cv.amount > 100 + and cv.amount < 2000 +) +-- some colloids are charted in chartevents +, t3 as +( + select + ce.icustay_id + , ce.charttime + -- carevue always has units in millilitres (or null) + , round(ce.valuenum) as amount + from chartevents ce + where ce.itemid in + ( + 2510 -- DEXTRAN LML 10% + , 3087 -- DEXTRAN 40 10% + , 6937 -- Dextran + , 3087 -- DEXTRAN 40 10% + , 3088 -- DEXTRAN 40% + ) + and ce.valuenum is not null + and ce.valuenum > 100 + and ce.valuenum < 2000 +) +select + icustay_id + , charttime + , sum(amount) as colloid_bolus +from t1 +-- just because the rate was high enough, does *not* mean the final amount was +where amount > 100 +group by t1.icustay_id, t1.charttime +UNION ALL +select + icustay_id + , charttime + , sum(amount) as colloid_bolus +from t2 +group by t2.icustay_id, t2.charttime +UNION ALL +select + icustay_id + , charttime + , sum(amount) as colloid_bolus +from t3 +group by t3.icustay_id, t3.charttime +order by icustay_id, charttime; + diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/crystalloid_bolus.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/crystalloid_bolus.sql new file mode 100644 index 00000000..fa951c79 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/crystalloid_bolus.sql @@ -0,0 +1,161 @@ +SET search_path TO mimiciii, public; +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS crystalloid_bolus; CREATE TABLE crystalloid_bolus AS +with t1 as +( + select + mv.icustay_id + , mv.starttime as charttime + -- standardize the units to millilitres + -- also metavision has floating point precision.. but we only care down to the mL + , round(case + when mv.amountuom = 'L' + then mv.amount * 1000.0 + when mv.amountuom = 'ml' + then mv.amount + else null end) as amount + from inputevents_mv mv + where mv.itemid in + ( + -- 225943 Solution + 225158, -- NaCl 0.9% + 225828, -- LR + 225944, -- Sterile Water + 225797, -- Free Water + 225159, -- NaCl 0.45% + -- 225161, -- NaCl 3% (Hypertonic Saline) + 225823, -- D5 1/2NS + 225825, -- D5NS + 225827, -- D5LR + 225941, -- D5 1/4NS + 226089 -- Piggyback + ) + and mv.statusdescription != 'Rewritten' + and + -- in MetaVision, these ITEMIDs appear with a null rate IFF endtime=starttime + 1 minute + -- so it is sufficient to: + -- (1) check the rate is > 240 if it exists or + -- (2) ensure the rate is null and amount > 240 ml + ( + (mv.rate is not null and mv.rateuom = 'mL/hour' and mv.rate > 248) + OR (mv.rate is not null and mv.rateuom = 'mL/min' and mv.rate > (248/60.0)) + OR (mv.rate is null and mv.amountuom = 'L' and mv.amount > 0.248) + OR (mv.rate is null and mv.amountuom = 'ml' and mv.amount > 248) + ) +) +, t2 as +( + select + cv.icustay_id + , cv.charttime + -- carevue always has units in millilitres + , round(cv.amount) as amount + from inputevents_cv cv + where cv.itemid in + ( + 30015 -- "D5/.45NS" -- mixed colloids and crystalloids + , 30018 -- .9% Normal Saline + , 30020 -- .45% Normal Saline + , 30021 -- Lactated Ringers + , 30058 -- Free Water Bolus + , 30060 -- D5NS + , 30061 -- D5RL + , 30063 -- IV Piggyback + , 30065 -- Sterile Water + -- , 30143 -- 3% Normal Saline + , 30159 -- D5 Ringers Lact. + , 30160 -- D5 Normal Saline + , 30169 -- Sterile H20_GU + , 30190 -- NS .9% + , 40850 -- ns bolus + , 41491 -- fluid bolus + , 42639 -- bolus + , 42187 -- free h20 + , 43819 -- 1:1 NS Repletion. + , 41430 -- free water boluses + , 40712 -- free H20 + , 44160 -- BOLUS + , 42383 -- cc for cc replace + , 42297 -- Fluid bolus + , 42453 -- Fluid Bolus + , 40872 -- free water + , 41915 -- FREE WATER + , 41490 -- NS bolus + , 46501 -- H2O Bolus + , 45045 -- WaterBolus + , 41984 -- FREE H20 + , 41371 -- ns fluid bolus + , 41582 -- free h20 bolus + , 41322 -- rl bolus + , 40778 -- Free H2O + , 41896 -- ivf boluses + , 41428 -- ns .9% bolus + , 43936 -- FREE WATER BOLUSES + , 44200 -- FLUID BOLUS + , 41619 -- frfee water boluses + , 40424 -- free H2O + , 41457 -- Free H20 intake + , 41581 -- Water bolus + , 42844 -- NS fluid bolus + , 42429 -- Free water + , 41356 -- IV Bolus + , 40532 -- FREE H2O + , 42548 -- NS Bolus + , 44184 -- LR Bolus + , 44521 -- LR bolus + , 44741 -- NS FLUID BOLUS + , 44126 -- fl bolus + , 44110 -- RL BOLUS + , 44633 -- ns boluses + , 44983 -- Bolus NS + , 44815 -- LR BOLUS + , 43986 -- iv bolus + , 45079 -- 500 cc ns bolus + , 46781 -- lr bolus + , 45155 -- ns cc/cc replacement + , 43909 -- H20 BOlus + , 41467 -- NS IV bolus + , 44367 -- LR + , 41743 -- water bolus + , 40423 -- Bolus + , 44263 -- fluid bolus ns + , 42749 -- fluid bolus NS + , 45480 -- 500cc ns bolus + , 44491 -- .9NS bolus + , 41695 -- NS fluid boluses + , 46169 -- free water bolus. + , 41580 -- free h2o bolus + , 41392 -- ns b + , 45989 -- NS Fluid Bolus + , 45137 -- NS cc/cc + , 45154 -- Free H20 bolus + , 44053 -- normal saline bolus + , 41416 -- free h2o boluses + , 44761 -- Free H20 + , 41237 -- ns fluid boluses + , 44426 -- bolus ns + , 43975 -- FREE H20 BOLUSES + , 44894 -- N/s 500 ml bolus + , 41380 -- nsbolus + , 42671 -- free h2o + ) + and cv.amount > 248 + and cv.amount <= 2000 + and cv.amountuom = 'ml' +) +select + icustay_id + , charttime + , sum(amount) as crystalloid_bolus +from t1 +-- just because the rate was high enough, does *not* mean the final amount was +where amount > 248 +group by t1.icustay_id, t1.charttime +UNION +select + icustay_id + , charttime + , sum(amount) as crystalloid_bolus +from t2 +group by t2.icustay_id, t2.charttime +; \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/ffp_transfusion.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/ffp_transfusion.sql new file mode 100644 index 00000000..bf202d5a --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/ffp_transfusion.sql @@ -0,0 +1,96 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS ffp_transfusion; CREATE TABLE ffp_transfusion AS +-- Retrieves instances of fresh frozen plasma transfusions +WITH raw_ffp AS ( + SELECT + CASE + WHEN amount IS NOT NULL THEN amount + WHEN stopped IS NOT NULL THEN 0 + -- impute 200 mL when unit is not documented + -- this is an approximation which holds ~90% of the time + ELSE 200 + END AS amount + , amountuom + , icustay_id + , charttime + FROM inputevents_cv + WHERE itemid IN + ( + 30005, -- Fresh Frozen Plasma + 30180 -- Fresh Froz Plasma + ) + AND amount > 0 + AND icustay_id IS NOT NULL + UNION ALL + SELECT amount + , amountuom + , icustay_id + , endtime AS charttime + FROM inputevents_mv + WHERE itemid in + ( + 220970 -- Fresh Frozen Plasma + ) + AND amount > 0 + AND icustay_id IS NOT NULL +), +pre_icu_ffp as ( + SELECT + sum(amount) as amount, icustay_id + FROM inputevents_cv + WHERE itemid IN ( + 44172, -- FFP GTT + 44236, -- E.R. FFP + 46410, -- angio FFP + 46418, -- ER ffp + 46684, -- ER FFP + 44819, -- FFP ON FARR 2 + 46530, -- Floor FFP + 44044, -- FFP Drip + 46122, -- ER in FFP + 45669, -- ED FFP + 42323 -- er ffp + ) + AND amount > 0 + AND icustay_id IS NOT NULL + GROUP BY icustay_id + UNION ALL + SELECT + sum(amount) as amount, icustay_id + FROM inputevents_mv + WHERE itemid IN ( + 227072 -- PACU FFP Intake + ) + AND amount > 0 + AND icustay_id IS NOT NULL + GROUP BY icustay_id +), +cumulative AS ( + SELECT + sum(amount) over (PARTITION BY icustay_id ORDER BY charttime DESC) AS amount + , amountuom + , icustay_id + , charttime + , DATETIME_DIFF(lag(charttime) over (PARTITION BY icustay_id ORDER BY charttime ASC), charttime, 'HOUR') AS delta + FROM raw_ffp +) +-- We consider any transfusions started within 1 hr of the last one +-- to be part of the same event +SELECT + cm.icustay_id + , cm.charttime + , ROUND(CAST(cm.amount AS numeric) - CASE + WHEN ROW_NUMBER() OVER w = 1 THEN CAST(0 AS numeric) + ELSE cast(lag(cm.amount) OVER w AS numeric) + END, 2) AS amount + , ROUND(CAST(cm.amount AS numeric) + CASE + WHEN pre.amount IS NULL THEN CAST(0 AS numeric) + ELSE CAST(pre.amount AS numeric) + END, 2) AS totalamount + , cm.amountuom +FROM cumulative AS cm +LEFT JOIN pre_icu_ffp AS pre + USING (icustay_id) +WHERE delta IS NULL OR delta < -1 +WINDOW w AS (PARTITION BY cm.icustay_id ORDER BY cm.charttime DESC) +ORDER BY icustay_id, charttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/rbc_transfusion.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/rbc_transfusion.sql new file mode 100644 index 00000000..59f040cb --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/rbc_transfusion.sql @@ -0,0 +1,91 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS rbc_transfusion; CREATE TABLE rbc_transfusion AS +-- Retrieves instances of red blood cell transfusions +with raw_rbc as ( + SELECT + CASE + WHEN amount IS NOT NULL THEN amount + WHEN stopped IS NOT NULL THEN 0 + -- impute 375 mL when unit is not documented + ELSE 375 + END AS amount + , amountuom + , icustay_id + , charttime + FROM inputevents_cv + WHERE itemid IN + ( + 30179, -- PRBC's + 30001, -- Packed RBC's + 30004 -- Washed PRBC's + ) + AND icustay_id IS NOT NULL + UNION ALL + SELECT amount + , amountuom + , icustay_id + , endtime AS charttime + FROM inputevents_mv + WHERE itemid in + ( + 225168 -- Packed Red Blood Cells + ) + AND amount > 0 + AND icustay_id IS NOT NULL +), +pre_icu_rbc as ( + SELECT + sum(amount) as amount, icustay_id + FROM inputevents_cv + WHERE itemid IN ( + 42324, -- er prbc + 42588, -- VICU PRBC + 42239, -- CC7 PRBC + 46407, -- ED PRBC + 46612, -- E.R. prbc + 46124, -- er in prbc + 42740 -- prbc in er + ) + AND amount > 0 + AND icustay_id IS NOT NULL + GROUP BY icustay_id + UNION ALL + SELECT + sum(amount) as amount, icustay_id + FROM inputevents_mv + WHERE itemid IN ( + 227070 -- PACU Packed RBC Intake + ) + AND amount > 0 + AND icustay_id IS NOT NULL + GROUP BY icustay_id +), +cumulative AS ( + SELECT + sum(amount) over (PARTITION BY icustay_id ORDER BY charttime DESC) AS amount + , amountuom + , icustay_id + , charttime + , DATETIME_DIFF(lag(charttime) over (PARTITION BY icustay_id ORDER BY charttime ASC), charttime, 'HOUR') AS delta + FROM raw_rbc +) +-- We consider any transfusions started within 1 hr of the last one +-- to be part of the same event +SELECT + cm.icustay_id + , cm.charttime + , ROUND(CAST(cm.amount AS numeric) - CASE + WHEN ROW_NUMBER() OVER w = 1 THEN CAST(0 AS numeric) + ELSE CAST(lag(cm.amount) OVER w AS numeric) + END, 2) AS amount + , ROUND(CAST(cm.amount AS numeric) + CASE + WHEN CAST(pre.amount AS numeric) IS NULL THEN CAST(0 AS numeric) + ELSE CAST(pre.amount AS numeric) + END, 2) AS totalamount + , cm.amountuom +FROM cumulative AS cm +LEFT JOIN pre_icu_rbc AS pre + USING (icustay_id) +WHERE delta IS NULL OR delta < -1 +WINDOW w AS (PARTITION BY cm.icustay_id ORDER BY cm.charttime DESC) +ORDER BY icustay_id, charttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/urine_output.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/urine_output.sql new file mode 100644 index 00000000..13056209 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/fluid_balance/urine_output.sql @@ -0,0 +1,45 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS urine_output; CREATE TABLE urine_output AS +-- First we drop the table if it exists +select oe.icustay_id, oe.charttime +, SUM( + -- we consider input of GU irrigant as a negative volume + case when oe.itemid = 227488 then -1*value + else value end + ) as value +from outputevents oe +where oe.itemid in +( + -- these are the most frequently occurring urine output observations in CareVue + 40055, -- "Urine Out Foley" + 43175, -- "Urine ." + 40069, -- "Urine Out Void" + 40094, -- "Urine Out Condom Cath" + 40715, -- "Urine Out Suprapubic" + 40473, -- "Urine Out IleoConduit" + 40085, -- "Urine Out Incontinent" + 40057, -- "Urine Out Rt Nephrostomy" + 40056, -- "Urine Out Lt Nephrostomy" + 40405, -- "Urine Out Other" + 40428, -- "Urine Out Straight Cath" + 40086,-- Urine Out Incontinent + 40096, -- "Urine Out Ureteral Stent #1" + 40651, -- "Urine Out Ureteral Stent #2" + + -- these are the most frequently occurring urine output observations in MetaVision + 226559, -- "Foley" + 226560, -- "Void" + 226561, -- "Condom Cath" + 226584, -- "Ileoconduit" + 226563, -- "Suprapubic" + 226564, -- "R Nephrostomy" + 226565, -- "L Nephrostomy" + 226567, -- Straight Cath + 226557, -- R Ureteral Stent + 226558, -- L Ureteral Stent + 227488, -- GU Irrigant Volume In + 227489 -- GU Irrigant/Urine Volume Out +) +and oe.value < 5000 -- sanity check on urine value +and oe.icustay_id is not null +group by icustay_id, charttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/measurement/urine_output.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/measurement/urine_output.sql new file mode 100644 index 00000000..90fe6899 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/measurement/urine_output.sql @@ -0,0 +1,2 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS urine_output; CREATE TABLE urine_output AS diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/medication/norepinephrine_equivalent_dose.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/medication/norepinephrine_equivalent_dose.sql new file mode 100644 index 00000000..2add3efa --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/medication/norepinephrine_equivalent_dose.sql @@ -0,0 +1,2 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS norepinephrine_equivalent_dose; CREATE TABLE norepinephrine_equivalent_dose AS diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/medication/vasoactive_agent.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/medication/vasoactive_agent.sql new file mode 100644 index 00000000..9cf09a2b --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/medication/vasoactive_agent.sql @@ -0,0 +1,2 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS vasoactive_agent; CREATE TABLE vasoactive_agent AS diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_creatinine.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_creatinine.sql new file mode 100644 index 00000000..ea6ff3fc --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_creatinine.sql @@ -0,0 +1,39 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS kdigo_creatinine; CREATE TABLE kdigo_creatinine AS +-- Extract all creatinine values FROM labevents around patient's ICU stay +with cr as +( +select + ie.icustay_id + , ie.intime, ie.outtime + , le.valuenum as creat + , le.charttime + FROM icustays ie + left join labevents le + on ie.subject_id = le.subject_id + and le.ITEMID = 50912 + and le.VALUENUM is not null + and DATETIME_DIFF(le.charttime, ie.intime, 'HOUR') <= (7*24-6) + and le.CHARTTIME >= DATETIME_SUB(ie.intime, INTERVAL '6' HOUR) + and le.CHARTTIME <= DATETIME_ADD(ie.intime, INTERVAL '7' DAY) +) +-- add in the lowest value in the previous 48 hours/7 days +SELECT + cr.icustay_id + , cr.charttime + , cr.creat + , MIN(cr48.creat) AS creat_low_past_48hr + , MIN(cr7.creat) AS creat_low_past_7day +FROM cr +-- add in all creatinine values in the last 48 hours +LEFT JOIN cr cr48 + ON cr.icustay_id = cr48.icustay_id + AND cr48.charttime < cr.charttime + AND DATETIME_DIFF(cr.charttime, cr48.charttime, 'HOUR') <= 48 +-- add in all creatinine values in the last 7 days +LEFT JOIN cr cr7 + ON cr.icustay_id = cr7.icustay_id + AND cr7.charttime < cr.charttime + AND DATETIME_DIFF(cr.charttime, cr7.charttime, 'DAY') <= 7 +GROUP BY cr.icustay_id, cr.charttime, cr.creat +ORDER BY cr.icustay_id, cr.charttime, cr.creat; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_stages.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_stages.sql new file mode 100644 index 00000000..0a45b999 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_stages.sql @@ -0,0 +1,92 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS kdigo_stages; CREATE TABLE kdigo_stages AS +-- This query checks if the patient had AKI according to KDIGO. +-- AKI is calculated every time a creatinine or urine output measurement occurs. +-- Baseline creatinine is defined as the lowest creatinine in the past 7 days. + +-- get creatinine stages +with cr_stg AS +( + SELECT + cr.icustay_id + , cr.charttime + , cr.creat + , case + -- 3x baseline + when cr.creat >= (cr.creat_low_past_7day*3.0) then 3 + -- *OR* cr >= 4.0 with associated increase + when cr.creat >= 4 + -- For patients reaching Stage 3 by SCr >4.0 mg/dl + -- require that the patient first achieve ... acute increase >= 0.3 within 48 hr + -- *or* an increase of >= 1.5 times baseline + and (cr.creat_low_past_48hr <= 3.7 OR cr.creat >= (1.5*cr.creat_low_past_7day)) + then 3 + -- TODO: initiation of RRT + when cr.creat >= (cr.creat_low_past_7day*2.0) then 2 + when cr.creat >= (cr.creat_low_past_48hr+0.3) then 1 + when cr.creat >= (cr.creat_low_past_7day*1.5) then 1 + else 0 end as aki_stage_creat + FROM kdigo_creatinine cr +) +-- stages for UO / creat +, uo_stg as +( + select + uo.icustay_id + , uo.charttime + , uo.weight + , uo.uo_rt_6hr + , uo.uo_rt_12hr + , uo.uo_rt_24hr + -- AKI stages according to urine output + , CASE + WHEN uo.uo_rt_6hr IS NULL THEN NULL + -- require patient to be in ICU for at least 6 hours to stage UO + WHEN uo.charttime <= DATETIME_ADD(ie.intime, INTERVAL '6' HOUR) THEN 0 + -- require the UO rate to be calculated over half the period + -- i.e. for uo rate over 24 hours, require documentation at least 12 hr apart + WHEN uo.uo_tm_24hr >= 11 AND uo.uo_rt_24hr < 0.3 THEN 3 + WHEN uo.uo_tm_12hr >= 5 AND uo.uo_rt_12hr = 0 THEN 3 + WHEN uo.uo_tm_12hr >= 5 AND uo.uo_rt_12hr < 0.5 THEN 2 + WHEN uo.uo_tm_6hr >= 2 AND uo.uo_rt_6hr < 0.5 THEN 1 + ELSE 0 END AS aki_stage_uo + from kdigo_uo uo + INNER JOIN icustays ie + ON uo.icustay_id = ie.icustay_id +) +-- get all charttimes documented +, tm_stg AS +( + SELECT + icustay_id, charttime + FROM cr_stg + UNION DISTINCT + SELECT + icustay_id, charttime + FROM uo_stg +) +select + ie.icustay_id + , tm.charttime + , cr.creat + , cr.aki_stage_creat + , uo.uo_rt_6hr + , uo.uo_rt_12hr + , uo.uo_rt_24hr + , uo.aki_stage_uo + -- Classify AKI using both creatinine/urine output criteria + , GREATEST( + COALESCE(cr.aki_stage_creat, 0), + COALESCE(uo.aki_stage_uo, 0) + ) AS aki_stage +FROM icustays ie +-- get all possible charttimes as listed in tm_stg +LEFT JOIN tm_stg tm + ON ie.icustay_id = tm.icustay_id +LEFT JOIN cr_stg cr + ON ie.icustay_id = cr.icustay_id + AND tm.charttime = cr.charttime +LEFT JOIN uo_stg uo + ON ie.icustay_id = uo.icustay_id + AND tm.charttime = uo.charttime +order by ie.icustay_id, tm.charttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_stages_48hr.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_stages_48hr.sql new file mode 100644 index 00000000..189fef28 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_stages_48hr.sql @@ -0,0 +1,69 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS kdigo_stages_48hr; CREATE TABLE kdigo_stages_48hr AS +-- This query checks if the patient had AKI during the first 48 hours of their ICU +-- stay according to the KDIGO guideline. +-- https://kdigo.org/wp-content/uploads/2016/10/KDIGO-2012-AKI-Guideline-English.pdf + +-- get the worst staging of creatinine in the first 48 hours +WITH cr_aki AS +( + SELECT + k.icustay_id + , k.charttime + , k.creat + , k.aki_stage_creat + , ROW_NUMBER() OVER (PARTITION BY k.icustay_id ORDER BY k.aki_stage_creat DESC, k.creat DESC) AS rn + FROM icustays ie + INNER JOIN kdigo_stages k + ON ie.icustay_id = k.icustay_id + WHERE DATETIME_DIFF(k.charttime, ie.intime, 'HOUR') > -6 + AND DATETIME_DIFF(k.charttime, ie.intime, 'HOUR') <= 48 + AND k.aki_stage_creat IS NOT NULL +) +-- get the worst staging of urine output in the first 48 hours +, uo_aki AS +( + SELECT + k.icustay_id + , k.charttime + , k.uo_rt_6hr, k.uo_rt_12hr, k.uo_rt_24hr + , k.aki_stage_uo + , ROW_NUMBER() OVER + ( + PARTITION BY k.icustay_id + ORDER BY k.aki_stage_uo DESC, k.uo_rt_24hr DESC, k.uo_rt_12hr DESC, k.uo_rt_6hr DESC + ) AS rn + FROM icustays ie + INNER JOIN kdigo_stages k + ON ie.icustay_id = k.icustay_id + WHERE DATETIME_DIFF(k.charttime, ie.intime, 'HOUR') > -6 + AND DATETIME_DIFF(k.charttime, ie.intime, 'HOUR') <= 48 + AND k.aki_stage_uo IS NOT NULL +) +-- final table is aki_stage, include worst cr/uo for convenience +select + ie.icustay_id + , cr.charttime as charttime_creat + , cr.creat + , cr.aki_stage_creat + , uo.charttime as charttime_uo + , uo.uo_rt_6hr + , uo.uo_rt_12hr + , uo.uo_rt_24hr + , uo.aki_stage_uo + + -- Classify AKI using both creatinine/urine output criteria + , GREATEST( + COALESCE(cr.aki_stage_creat, 0), + COALESCE(uo.aki_stage_uo, 0) + ) AS aki_stage_48hr + , CASE WHEN cr.aki_stage_creat > 0 OR uo.aki_stage_uo > 0 THEN 1 ELSE 0 END AS aki_48hr + +FROM icustays ie +LEFT JOIN cr_aki cr + ON ie.icustay_id = cr.icustay_id + AND cr.rn = 1 +LEFT JOIN uo_aki uo + ON ie.icustay_id = uo.icustay_id + AND uo.rn = 1 +order by ie.icustay_id; \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_stages_7day.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_stages_7day.sql new file mode 100644 index 00000000..1a500f5d --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_stages_7day.sql @@ -0,0 +1,69 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS kdigo_stages_7day; CREATE TABLE kdigo_stages_7day AS +-- This query checks if the patient had AKI during the first 7 days of their ICU +-- stay according to the KDIGO guideline. +-- https://kdigo.org/wp-content/uploads/2016/10/KDIGO-2012-AKI-Guideline-English.pdf + +-- get the worst staging of creatinine in the first 48 hours +WITH cr_aki AS +( + SELECT + k.icustay_id + , k.charttime + , k.creat + , k.aki_stage_creat + , ROW_NUMBER() OVER (PARTITION BY k.icustay_id ORDER BY k.aki_stage_creat DESC, k.creat DESC) AS rn + FROM icustays ie + INNER JOIN kdigo_stages k + ON ie.icustay_id = k.icustay_id + WHERE DATETIME_DIFF(k.charttime, ie.intime, 'HOUR') > -6 + AND DATETIME_DIFF(k.charttime, ie.intime, 'DAY') <= 7 + AND k.aki_stage_creat IS NOT NULL +) +-- get the worst staging of urine output in the first 48 hours +, uo_aki AS +( + SELECT + k.icustay_id + , k.charttime + , k.uo_rt_6hr, k.uo_rt_12hr, k.uo_rt_24hr + , k.aki_stage_uo + , ROW_NUMBER() OVER + ( + PARTITION BY k.icustay_id + ORDER BY k.aki_stage_uo DESC, k.uo_rt_24hr DESC, k.uo_rt_12hr DESC, k.uo_rt_6hr DESC + ) AS rn + FROM icustays ie + INNER JOIN kdigo_stages k + ON ie.icustay_id = k.icustay_id + WHERE DATETIME_DIFF(k.charttime, ie.intime, 'HOUR') > -6 + AND DATETIME_DIFF(k.charttime, ie.intime, 'DAY') <= 7 + AND k.aki_stage_uo IS NOT NULL +) +-- final table is aki_stage, include worst cr/uo for convenience +select + ie.icustay_id + , cr.charttime as charttime_creat + , cr.creat + , cr.aki_stage_creat + , uo.charttime as charttime_uo + , uo.uo_rt_6hr + , uo.uo_rt_12hr + , uo.uo_rt_24hr + , uo.aki_stage_uo + + -- Classify AKI using both creatinine/urine output criteria + , GREATEST( + COALESCE(cr.aki_stage_creat, 0), + COALESCE(uo.aki_stage_uo, 0) + ) AS aki_stage_7day + , CASE WHEN cr.aki_stage_creat > 0 OR uo.aki_stage_uo > 0 THEN 1 ELSE 0 END AS aki_7day + +FROM icustays ie +LEFT JOIN cr_aki cr + ON ie.icustay_id = cr.icustay_id + AND cr.rn = 1 +LEFT JOIN uo_aki uo + ON ie.icustay_id = uo.icustay_id + AND uo.rn = 1 +order by ie.icustay_id; \ No newline at end of file diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_uo.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_uo.sql new file mode 100644 index 00000000..f5d2a9de --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/kdigo_uo.sql @@ -0,0 +1,84 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS kdigo_uo; CREATE TABLE kdigo_uo AS +with ur_stg as +( + select io.icustay_id, io.charttime + -- we have joined each row to all rows preceding within 24 hours + -- we can now sum these rows to get total UO over the last 24 hours + -- we can use case statements to restrict it to only the last 6/12 hours + -- therefore we have three sums: + -- 1) over a 6 hour period + -- 2) over a 12 hour period + -- 3) over a 24 hour period + + -- note that we assume data charted at charttime corresponds to 1 hour of UO + -- therefore we use '5' and '11' to restrict the period, rather than 6/12 + -- this assumption may overestimate UO rate when documentation is done less than hourly + , sum(case when DATETIME_DIFF(io.charttime, iosum.charttime, 'HOUR') <= 5 + then iosum.VALUE + else null end) as urineoutput_6hr + , sum(case when DATETIME_DIFF(io.charttime, iosum.charttime, 'HOUR') <= 11 + then iosum.VALUE + else null end) as urineoutput_12hr + -- 24 hours + , sum(iosum.VALUE) as urineoutput_24hr + + -- retain the earliest time used for each summation + -- this is later used to tabulate rates + , MIN(case when io.charttime <= DATETIME_ADD(iosum.charttime, INTERVAL '5' HOUR) + then iosum.charttime + else null end) + AS starttime_6hr + , MIN(case when io.charttime <= DATETIME_ADD(iosum.charttime, INTERVAL '11' HOUR) + then iosum.charttime + else null end) + AS starttime_12hr + , MIN(iosum.charttime) AS starttime_24hr + from urine_output io + -- this join gives you all UO measurements over a 24 hour period + left join urine_output iosum + on io.icustay_id = iosum.icustay_id + and io.charttime >= iosum.charttime + and io.charttime <= (DATETIME_ADD(iosum.charttime, INTERVAL '23' HOUR)) + group by io.icustay_id, io.charttime +) +-- calculate hours used to sum UO over +, ur_stg2 AS +( + select + icustay_id + , charttime + , urineoutput_6hr + , urineoutput_12hr + , urineoutput_24hr + -- calculate time over which we summed UO + -- note: adding 1 hour as we assume data charted corresponds to previous hour + -- i.e. if documentation is: + -- 10:00, 100 mL + -- 11:00, 50 mL + -- then this is two hours of documentation, even though (11:00 - 10:00) is 1 hour + , ROUND(DATETIME_DIFF(charttime, starttime_6hr, 'HOUR'), 4) + 1 AS uo_tm_6hr + , ROUND(DATETIME_DIFF(charttime, starttime_12hr, 'HOUR'), 4) + 1 AS uo_tm_12hr + , ROUND(DATETIME_DIFF(charttime, starttime_24hr, 'HOUR'), 4) + 1 AS uo_tm_24hr + from ur_stg +) +select + ur.icustay_id +, ur.charttime +, wd.weight +, ur.urineoutput_6hr +, ur.urineoutput_12hr +, ur.urineoutput_24hr +, ROUND(CAST((ur.urineoutput_6hr/wd.weight/uo_tm_6hr) AS NUMERIC), 4) AS uo_rt_6hr +, ROUND(CAST((ur.urineoutput_12hr/wd.weight/uo_tm_12hr) AS NUMERIC), 4) AS uo_rt_12hr +, ROUND(CAST((ur.urineoutput_24hr/wd.weight/uo_tm_24hr) AS NUMERIC), 4) AS uo_rt_24hr +-- time of earliest UO measurement that was used to calculate the rate +, uo_tm_6hr +, uo_tm_12hr +, uo_tm_24hr +from ur_stg2 ur +left join weight_durations wd + on ur.icustay_id = wd.icustay_id + and ur.charttime >= wd.starttime + and ur.charttime < wd.endtime +order by icustay_id, charttime; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/meld.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/meld.sql new file mode 100644 index 00000000..9a7dad3f --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/organfailure/meld.sql @@ -0,0 +1,158 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS meld; CREATE TABLE meld AS +-- Model for end-stage liver disease (MELD) +-- This model is used to determine prognosis and receipt of liver transplantation. + +-- Reference: +-- Kamath PS, Wiesner RH, Malinchoc M, Kremers W, Therneau TM, +-- Kosberg CL, D'Amico G, Dickson ER, Kim WR. +-- A model to predict survival in patients with end-stage liver disease. +-- Hepatology. 2001 Feb;33(2):464-70. + + +-- Updated January 2016 to include serum sodium, see: +-- https://optn.transplant.hrsa.gov/news/meld-serum-sodium-policy-changes/ + +-- Here is the relevant portion of the policy note: +-- 9.1.D MELD Score +-- Candidates who are at least 12 years old receive an initial MELD(i) score equal to: +-- 0.957 x ln(creatinine mg/dL) + 0.378 x ln(bilirubin mg/dL) + 1.120 x ln(INR) + 0.643 + +-- Laboratory values less than 1.0 will be set to 1.0 when calculating a candidate’s MELD +-- score. + +-- The following candidates will receive a creatinine value of 4.0 mg/dL: +-- - Candidates with a creatinine value greater than 4.0 mg/dL +-- - Candidates who received two or more dialysis treatments within the prior week +-- - Candidates who received 24 hours of continuous veno-venous hemodialysis (CVVHD) within the prior week + +-- The maximum MELD score is 40. The MELD score derived from this calculation will be rounded to the tenth decimal place and then multiplied by 10. + +-- For candidates with an initial MELD score greater than 11, The MELD score is then recalculated as follows: +-- MELD = MELD(i) + 1.32*(137-Na) – [0.033*MELD(i)*(137-Na)] +-- Sodium values less than 125 mmol/L will be set to 125, and values greater than 137 mmol/L will be set to 137. + + + +-- TODO needed in this code: +-- 1. identify 2x dialysis in the past week, or 24 hours of CVVH +-- at the moment it just checks for any dialysis on the day +-- 2. adjust the serum sodium using the corresponding glucose measurement +-- Measured sodium + 0.024 * (Serum glucose - 100) (Hiller, 1999) + +with cohort as +( +select ie.subject_id, ie.hadm_id, ie.icustay_id + , ie.intime + , ie.outtime + + , labs.creatinine_max + , labs.bilirubin_max + , labs.inr_max + , labs.sodium_min + + , r.rrt + +FROM icustays ie +inner join admissions adm + on ie.hadm_id = adm.hadm_id +inner join patients pat + on ie.subject_id = pat.subject_id + +-- join to custom tables to get more data.... +left join labs_first_day labs + on ie.icustay_id = labs.icustay_id +left join rrt_first_day r + on ie.icustay_id = r.icustay_id +) +, score as +( + select subject_id, hadm_id, icustay_id + , rrt + , creatinine_max + , bilirubin_max + , inr_max + , sodium_min + + -- TODO: Corrected Sodium + , case + when sodium_min is null + then 0.0 + when sodium_min > 137 + then 0.0 + when sodium_min < 125 + then 12.0 -- 137 - 125 = 12 + else 137.0-sodium_min + end as sodium_score + + -- if hemodialysis, value for Creatinine is automatically set to 4.0 + , case + when rrt = 1 or creatinine_max > 4.0 + then (0.957 * ln(4)) + -- if creatinine < 1, score is 1 + when creatinine_max < 1 + then (0.957 * ln(1)) + else 0.957 * coalesce(ln(creatinine_max),ln(1)) + end as creatinine_score + + , case + -- if value < 1, score is 1 + when bilirubin_max < 1 + then 0.378 * ln(1) + else 0.378 * coalesce(ln(bilirubin_max),ln(1)) + end as bilirubin_score + + , case + when inr_max < 1 + then ( 1.120 * ln(1) + 0.643 ) + else ( 1.120 * coalesce(ln(inr_max),ln(1)) + 0.643 ) + end as inr_score + + from cohort +) +, score2 as +( + select + subject_id, hadm_id, icustay_id + , rrt + , creatinine_max + , bilirubin_max + , inr_max + , sodium_min + + , creatinine_score + , sodium_score + , bilirubin_score + , inr_score + + , case + when (creatinine_score + bilirubin_score + inr_score) > 40 + then 40.0 + else + round(cast(creatinine_score + bilirubin_score + inr_score as numeric),1)*10 + end as meld_initial + from score +) +select + subject_id, hadm_id, icustay_id + + -- MELD Score without sodium change + , meld_initial + + -- MELD Score (2016) = MELD*10 + 1.32*(137-Na) – [0.033*MELD*10*(137-Na)] + , case + when meld_initial > 11 + then meld_initial + 1.32*sodium_score - 0.033*meld_initial*sodium_score + else + meld_initial + end as meld + + -- original variables + , rrt + , creatinine_max + , bilirubin_max + , inr_max + , sodium_min + +from score2 +order by icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/postgres-functions.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/postgres-functions.sql new file mode 100644 index 00000000..e886b9a3 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/postgres-functions.sql @@ -0,0 +1,163 @@ +-- (Optional): set the search_path so all functions are generated on the mimiciii schema +-- SET search_path TO mimiciii; + +CREATE OR REPLACE FUNCTION REGEXP_EXTRACT(str TEXT, pattern TEXT) RETURNS TEXT AS $$ +BEGIN +RETURN substring(str from pattern); +END; $$ +LANGUAGE PLPGSQL; + +CREATE OR REPLACE FUNCTION REGEXP_CONTAINS(str TEXT, pattern TEXT) RETURNS BOOL AS $$ +BEGIN +RETURN str ~ pattern; +END; $$ +LANGUAGE PLPGSQL; + +-- alias generate_series with generate_array +CREATE OR REPLACE FUNCTION GENERATE_ARRAY(i INTEGER, j INTEGER) +RETURNS setof INTEGER language sql as $$ + SELECT GENERATE_SERIES(i, j) +$$; + +-- datetime functions +CREATE OR REPLACE FUNCTION DATETIME(dt DATE) RETURNS TIMESTAMP(3) AS $$ +BEGIN +RETURN CAST(dt AS TIMESTAMP(3)); +END; $$ +LANGUAGE PLPGSQL; + +CREATE OR REPLACE FUNCTION DATETIME(year INTEGER, month INTEGER, day INTEGER, hour INTEGER, minute INTEGER, second INTEGER) RETURNS TIMESTAMP(3) AS $$ +BEGIN +RETURN TO_TIMESTAMP( + TO_CHAR(year, '0000') || TO_CHAR(month, '00') || TO_CHAR(day, '00') || TO_CHAR(hour, '00') || TO_CHAR(minute, '00') || TO_CHAR(second, '00'), + 'yyyymmddHH24MISS' +); +END; $$ +LANGUAGE PLPGSQL; + +-- note: in bigquery, `INTERVAL 1 YEAR` is a valid interval +-- but in postgres, it must be `INTERVAL '1' YEAR` + +-- DATETIME_ADD(datetime, INTERVAL 'n' DATEPART) -> datetime + INTERVAL 'n' DATEPART +CREATE OR REPLACE FUNCTION DATETIME_ADD(datetime_val TIMESTAMP(3), intvl INTERVAL) RETURNS TIMESTAMP(3) AS $$ +BEGIN +RETURN datetime_val + intvl; +END; $$ +LANGUAGE PLPGSQL; + +CREATE OR REPLACE FUNCTION DATE_ADD(dt DATE, intvl INTERVAL) RETURNS TIMESTAMP(3) AS $$ +BEGIN +RETURN CAST(dt AS TIMESTAMP(3)) + intvl; +END; $$ +LANGUAGE PLPGSQL; + +-- DATETIME_SUB(datetime, INTERVAL 'n' DATEPART) -> datetime - INTERVAL 'n' DATEPART +CREATE OR REPLACE FUNCTION DATETIME_SUB(datetime_val TIMESTAMP(3), intvl INTERVAL) RETURNS TIMESTAMP(3) AS $$ +BEGIN +RETURN datetime_val - intvl; +END; $$ +LANGUAGE PLPGSQL; + +CREATE OR REPLACE FUNCTION DATE_SUB(dt DATE, intvl INTERVAL) RETURNS TIMESTAMP(3) AS $$ +BEGIN +RETURN CAST(dt AS TIMESTAMP(3)) - intvl; +END; $$ +LANGUAGE PLPGSQL; + +-- TODO: +-- DATETIME_TRUNC(datetime, PART) -> DATE_TRUNC('datepart', datetime) + +-- below requires a regex to convert datepart from primitive to a string +-- i.e. encapsulate it in single quotes +CREATE OR REPLACE FUNCTION DATETIME_DIFF(endtime TIMESTAMP(3), starttime TIMESTAMP(3), datepart TEXT) RETURNS NUMERIC AS $$ +BEGIN +RETURN + EXTRACT(EPOCH FROM endtime - starttime) / + CASE + WHEN datepart = 'SECOND' THEN 1.0 + WHEN datepart = 'MINUTE' THEN 60.0 + WHEN datepart = 'HOUR' THEN 3600.0 + WHEN datepart = 'DAY' THEN 24*3600.0 + WHEN datepart = 'YEAR' THEN 365.242*24*3600.0 + ELSE NULL END; +END; $$ +LANGUAGE PLPGSQL; + +-- BigQuery has a custom data type, PART +-- It's difficult to replicate this in postgresql, which recognizes the PART as a column name, +-- unless it is within an EXTRACT() function. + +CREATE OR REPLACE FUNCTION BIGQUERY_FORMAT_TO_PSQL(format_str VARCHAR(255)) RETURNS TEXT AS $$ +BEGIN +RETURN + -- use replace to convert BigQuery string format to postgres string format + -- only handles a few cases since we don't extensively use this function + REPLACE( + REPLACE( + REPLACE( + REPLACE( + REPLACE( + REPLACE( + format_str + , '%S', 'SS' + ) + , '%M', 'MI' + ) + , '%H', 'HH24' + ) + , '%d', 'dd' + ) + , '%m', 'mm' + ) + , '%Y', 'yyyy' + ) +; +END; $$ +LANGUAGE PLPGSQL; + + +CREATE OR REPLACE FUNCTION FORMAT_DATE(format_str VARCHAR(255), datetime_val TIMESTAMP(3)) RETURNS TEXT AS $$ +BEGIN +RETURN TO_CHAR( + datetime_val, + -- use replace to convert BigQuery string format to postgres string format + -- only handles a few cases since we don't extensively use this function + BIGQUERY_FORMAT_TO_PSQL(format_str) +); +END; $$ +LANGUAGE PLPGSQL; + + +CREATE OR REPLACE FUNCTION PARSE_DATE(format_str VARCHAR(255), string_val VARCHAR(255)) RETURNS DATE AS $$ +BEGIN +RETURN TO_DATE( + string_val, + -- use replace to convert BigQuery string format to postgres string format + -- only handles a few cases since we don't extensively use this function + BIGQUERY_FORMAT_TO_PSQL(format_str) +); +END; $$ +LANGUAGE PLPGSQL; + +CREATE OR REPLACE FUNCTION FORMAT_DATETIME(format_str VARCHAR(255), datetime_val TIMESTAMP(3)) RETURNS TEXT AS $$ +BEGIN +RETURN TO_CHAR( + datetime_val, + -- use replace to convert BigQuery string format to postgres string format + -- only handles a few cases since we don't extensively use this function + BIGQUERY_FORMAT_TO_PSQL(format_str) +); +END; $$ +LANGUAGE PLPGSQL; + + +CREATE OR REPLACE FUNCTION PARSE_DATETIME(format_str VARCHAR(255), string_val VARCHAR(255)) RETURNS TIMESTAMP(3) AS $$ +BEGIN +RETURN TO_TIMESTAMP( + string_val, + -- use replace to convert BigQuery string format to postgres string format + -- only handles a few cases since we don't extensively use this function + BIGQUERY_FORMAT_TO_PSQL(format_str) +); +END; $$ +LANGUAGE PLPGSQL; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/postgres-make-concepts.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/postgres-make-concepts.sql new file mode 100644 index 00000000..d29b71ed --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/postgres-make-concepts.sql @@ -0,0 +1,109 @@ +\echo '' +\echo '===' +\echo 'Beginning to create materialized views for MIMIC database.' +\echo 'Any notices of the form "NOTICE: materialized view "XXXXXX" does not exist" can be ignored.' +\echo 'The scripts drop views before creating them, and these notices indicate nothing existed prior to creating the view.' +\echo '===' +\echo '' + + +-- dependencies +\echo 'Creating dependencies...' +\i demographics/icustay_times.sql +\i demographics/icustay_hours.sql +\i ./echo_data.sql +\i ./code_status.sql +\i ./rrt.sql +\i durations/weight_durations.sql +\i fluid_balance/urine_output.sql +\i organfailure/kdigo_uo.sql + +-- durations +\echo 'Creating durations...' +\i durations/adenosine_durations.sql +\i durations/arterial_line_durations.sql +\i durations/central_line_durations.sql +\i durations/crrt_durations.sql +\i durations/dobutamine_dose.sql +\i durations/dobutamine_durations.sql +\i durations/dopamine_dose.sql +\i durations/dopamine_durations.sql +\i durations/epinephrine_dose.sql +\i durations/epinephrine_durations.sql +\i durations/isuprel_durations.sql +\i durations/milrinone_durations.sql +\i durations/neuroblock_dose.sql +\i durations/norepinephrine_dose.sql +\i durations/norepinephrine_durations.sql +\i durations/phenylephrine_dose.sql +\i durations/phenylephrine_durations.sql +\i durations/vasopressin_dose.sql +\i durations/vasopressin_durations.sql +\i durations/vasopressor_durations.sql +\i durations/ventilation_classification.sql +\i durations/ventilation_durations.sql + +-- comorbidity +\echo 'Creating comorbidity...' +\i comorbidity/elixhauser_ahrq_v37.sql +\i comorbidity/elixhauser_ahrq_v37_no_drg.sql +\i comorbidity/elixhauser_quan.sql +\i comorbidity/elixhauser_score_ahrq.sql +\i comorbidity/elixhauser_score_quan.sql + +-- demographics +\echo 'Creating demographics...' +\i demographics/heightweight.sql +\i demographics/icustay_detail.sql + +-- firstday +\echo 'Creating firstday...' +\i firstday/blood_gas_first_day.sql +\i firstday/blood_gas_first_day_arterial.sql +\i firstday/gcs_first_day.sql +\i firstday/height_first_day.sql +\i firstday/labs_first_day.sql +\i firstday/rrt_first_day.sql +\i firstday/urine_output_first_day.sql +\i firstday/ventilation_first_day.sql +\i firstday/vitals_first_day.sql +\i firstday/weight_first_day.sql + +-- fluid_balance +\echo 'Creating fluid_balance...' +\i fluid_balance/colloid_bolus.sql +\i fluid_balance/crystalloid_bolus.sql +\i fluid_balance/ffp_transfusion.sql +\i fluid_balance/rbc_transfusion.sql + +-- sepsis +\echo 'Creating sepsis...' +\i sepsis/angus.sql +\i sepsis/explicit.sql +\i sepsis/martin.sql + +-- -- diagnosis +-- \echo 'Creating diagnosis...' +-- \i diagnosis/ccs_dx.sql + +-- organfailure +\echo 'Creating organfailure...' +\i organfailure/kdigo_creatinine.sql +\i organfailure/kdigo_stages.sql +\i organfailure/kdigo_stages_48hr.sql +\i organfailure/kdigo_stages_7day.sql +\i organfailure/meld.sql + +-- severityscores +\echo 'Creating severityscores...' +\i severityscores/apsiii.sql +\i severityscores/lods.sql +\i severityscores/mlods.sql +\i severityscores/oasis.sql +\i severityscores/qsofa.sql +\i severityscores/saps.sql +\i severityscores/sapsii.sql +\i severityscores/sirs.sql +\i severityscores/sofa.sql + +-- final tables which were dependent on one or more prior tables diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/rrt.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/rrt.sql new file mode 100644 index 00000000..cd4b6fcd --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/rrt.sql @@ -0,0 +1,351 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS rrt; CREATE TABLE rrt AS +-- determines if patients received any dialysis during their stay + +-- Some example aggregate queries which summarize the data here.. +-- This query estimates 6.7% of ICU patients received RRT. + -- select count(rrt.icustay_id) as numobs + -- , sum(rrt) as numrrt + -- , sum(case when rrt=1 then 1 else 0 end)*100.0 / count(rrt.icustay_id) + -- as percent_rrt + -- from rrt + -- inner join icustays ie on rrt.icustay_id = ie.icustay_id + -- inner join patients p + -- on rrt.subject_id = p.subject_id + -- and p.dob < ie.intime - interval '1' year + -- inner join admissions adm + -- on rrt.hadm_id = adm.hadm_id; + +-- This query estimates that 4.6% of first ICU stays received RRT. + -- select + -- count(rrt.icustay_id) as numobs + -- , sum(rrt) as numrrt + -- , sum(case when rrt=1 then 1 else 0 end)*100.0 / count(rrt.icustay_id) + -- as percent_rrt + -- from + -- ( + -- select ie.icustay_id, rrt.rrt + -- , ROW_NUMBER() over (partition by ie.subject_id order by ie.intime) rn + -- from rrt + -- inner join icustays ie + -- on rrt.icustay_id = ie.icustay_id + -- inner join patients p + -- on rrt.subject_id = p.subject_id + -- and p.dob < ie.intime - interval '1' year + -- inner join admissions adm + -- on rrt.hadm_id = adm.hadm_id + -- ) rrt + -- where rn = 1; + +with cv_ce as +( + select ie.icustay_id + , max( + case + when ce.itemid in (152,148,149,146,147,151,150) and value is not null then 1 + when ce.itemid in (229,235,241,247,253,259,265,271) and value = 'Dialysis Line' then 1 + when ce.itemid = 466 and value = 'Dialysis RN' then 1 + when ce.itemid = 927 and value = 'Dialysis Solutions' then 1 + when ce.itemid = 6250 and value = 'dialys' then 1 + when ce.itemid = 917 and value in ('+ INITIATE DIALYSIS','BLEEDING FROM DIALYSIS CATHETER','FAILED DIALYSIS CATH.','FEBRILE SYNDROME;DIALYSIS','HYPOTENSION WITH HEMODIALYSIS','HYPOTENSION.GLOGGED DIALYSIS','INFECTED DIALYSIS CATHETER') then 1 + when ce.itemid = 582 and value in ('CAVH Start','CAVH D/C','CVVHD Start','CVVHD D/C','Hemodialysis st','Hemodialysis end') then 1 + else 0 end + ) as RRT + FROM icustays ie + inner join chartevents ce + on ie.icustay_id = ce.icustay_id + and ce.itemid in + ( + 152 -- "Dialysis Type";61449 + ,148 -- "Dialysis Access Site";60335 + ,149 -- "Dialysis Access Type";60030 + ,146 -- "Dialysate Flow ml/hr";57445 + ,147 -- "Dialysate Infusing";56605 + ,151 -- "Dialysis Site Appear";37345 + ,150 -- "Dialysis Machine";27472 + ,7949 -- "Calcium for CVVH" + ,229 -- INV Line#1 [Type] + ,235 -- INV Line#2 [Type] + ,241 -- INV Line#3 [Type] + ,247 -- INV Line#4 [Type] + ,253 -- INV Line#5 [Type] + ,259 -- INV Line#6 [Type] + ,265 -- INV Line#7 [Type] + ,271 -- INV Line#8 [Type] + ,582 -- Procedures + ,466 -- Nursing Consultation + ,917 -- Diagnosis/op + ,927 -- Allergy 2 + ,6250 -- lt av fistula + + ) + and ce.value is not null + where ie.dbsource = 'carevue' + -- exclude rows marked as error + AND (ce.error IS NULL OR ce.error = 0) + group by ie.icustay_id +) +, cv_ie as +( + select icustay_id + , 1 as RRT + FROM inputevents_cv + where itemid in + ( + 40788 -- PD dialysate in | Free Form Intake | inputevents_cv + , 40907 -- dialysate | Free Form Intake | inputevents_cv + , 41063 -- PD Dialysate Intake | Free Form Intake | inputevents_cv + , 41147 -- Dialysate instilled | Free Form Intake | inputevents_cv + , 41307 -- Peritoneal Dialysate | Free Form Intake | inputevents_cv + , 41460 -- capd dialysate | Free Form Intake | inputevents_cv + , 41620 -- dialysate in | Free Form Intake | inputevents_cv + , 41711 -- CAPD dialysate dwell | Free Form Intake | inputevents_cv + , 41791 -- 2.5% dialysate in | Free Form Intake | inputevents_cv + , 41792 -- 1.5% dialysate | Free Form Intake | inputevents_cv + , 42562 -- pos. dialysate intak | Free Form Intake | inputevents_cv + , 43829 -- PERITONEAL DIALYSATE | Free Form Intake | inputevents_cv + , 44037 -- Dialysate Instilled | Free Form Intake | inputevents_cv + , 44188 -- rep.+dialysate | Free Form Intake | inputevents_cv + , 44526 -- dialysate 1.5% dex | Free Form Intake | inputevents_cv + , 44527 -- dialysate 2.5% | Free Form Intake | inputevents_cv + , 44584 -- Dialysate IN | Free Form Intake | inputevents_cv + , 44591 -- dialysate 4.25% | Free Form Intake | inputevents_cv + , 44698 -- peritoneal dialysate | Free Form Intake | inputevents_cv + , 44927 -- CRRT HEPARIN | Free Form Intake | inputevents_cv + , 44954 -- OR CVVHDF | | inputevents_cv + , 45157 -- ca+ gtt for cvvh | Free Form Intake | inputevents_cv + , 45268 -- CALCIUM FOR CVVHD | Free Form Intake | inputevents_cv + , 45352 -- CA GLUC for CVVH | Free Form Intake | inputevents_cv + , 45353 -- KCL for CVVH | Free Form Intake | inputevents_cv + , 46012 -- CA GLUC CVVHDF | Free Form Intake | inputevents_cv + , 46013 -- KCL CVVHDF | Free Form Intake | inputevents_cv + , 46172 -- CVVHDF CA GLUC | Free Form Intake | inputevents_cv + , 46173 -- CVVHDF KCL | Free Form Intake | inputevents_cv + , 46250 -- EBL CVVH | | inputevents_cv + , 46262 -- dialysate 2.5% in | Free Form Intake | inputevents_cv + , 46292 -- CRRT Irrigation | Free Form Intake | inputevents_cv + , 46293 -- CRRT Citrate | Free Form Intake | inputevents_cv + , 46311 -- crrt irrigation | Free Form Intake | inputevents_cv + , 46389 -- CRRT FLUSH | Free Form Intake | inputevents_cv + , 46574 -- CRRT rescue line NS | Free Form Intake | inputevents_cv + , 46681 -- CRRT Rescue Flush | Free Form Intake | inputevents_cv + , 46720 -- PD Dialysate | Free Form Intake | inputevents_cv + , 46769 -- cvvdh rescue line | Free Form Intake | inputevents_cv + , 46773 -- CVVHD NS line flush | Free Form Intake | inputevents_cv + ) + and amount > 0 -- also ensures it's not null + group by icustay_id +) +, cv_oe as +( + select icustay_id + , 1 as RRT + from outputevents + where itemid in + ( + 40386 -- hemodialysis + , 40425 -- dialysis output + , 40426 -- dialysis out + , 40507 -- Dialysis out + , 40613 -- DIALYSIS OUT + , 40624 -- dialysis + , 40690 -- DIALYSIS + , 40745 -- Dialysis + , 40789 -- PD dialysate out + , 40881 -- Hemodialysis + , 40910 -- PERITONEAL DIALYSIS + , 41016 -- hemodialysis out + , 41034 -- dialysis in + , 41069 -- PD Dialysate Output + , 41112 -- Dialysys out + , 41250 -- HEMODIALYSIS OUT + , 41374 -- Dialysis Out + , 41417 -- Hemodialysis Out + , 41500 -- hemodialysis output + , 41527 -- HEMODIALYSIS + , 41623 -- dialysate out + , 41635 -- Hemodialysis removal + , 41713 -- dialyslate out + , 41750 -- dialysis out + , 41829 -- HEMODIALYSIS OUTPUT + , 41842 -- Dialysis Output. + , 41897 -- CVVH OUTPUT FROM OR + , 42289 -- dialysis off + , 42388 -- DIALYSIS OUTPUT + , 42464 -- hemodialysis ultrafe + , 42524 -- HemoDialysis + , 42536 -- Dialysis output + , 42868 -- hemodialysis off + , 42928 -- HEMODIALYSIS. + , 42972 -- HEMODIALYSIS OFF + , 43016 -- DIALYSIS TOTAL OUT + , 43052 -- DIALYSIS REMOVED + , 43098 -- hemodialysis crystal + , 43115 -- dialysis net + , 43687 -- crystalloid/dialysis + , 43941 -- dialysis/intake + , 44027 -- dialysis fluid off + , 44085 -- DIALYSIS OFF + , 44193 -- Dialysis. + , 44199 -- HEMODIALYSIS O/P + , 44216 -- Hemodialysis out + , 44286 -- Dialysis indwelling + , 44567 -- Hemodialysis. + , 44843 -- peritoneal dialysis + , 44845 -- Dialysis fluids + , 44857 -- dialysis- fluid off + , 44901 -- Dialysis Removed + , 44943 -- fluid removed dialys + , 45479 -- Dialysis In + , 45828 -- Hemo dialysis out + , 46230 -- Dialysis 1.5% IN + , 46232 -- dialysis flush + , 46394 -- Peritoneal dialysis + , 46464 -- Hemodialysis OUT + , 46712 -- CALCIUM-DIALYSIS + , 46713 -- KCL-10 MEQ-DIALYSIS + , 46715 -- Citrate - dialysis + , 46741 -- dialysis removed + ) + and value > 0 -- also ensures it's not null + group by icustay_id +) +, mv_ce as +( + select icustay_id + , 1 as RRT + FROM chartevents ce + where itemid in + ( + -- Checkboxes + 226118 -- | Dialysis Catheter placed in outside facility | Access Lines - Invasive | chartevents | Checkbox + , 227357 -- | Dialysis Catheter Dressing Occlusive | Access Lines - Invasive | chartevents | Checkbox + , 225725 -- | Dialysis Catheter Tip Cultured | Access Lines - Invasive | chartevents | Checkbox + -- Numeric values + , 226499 -- | Hemodialysis Output | Dialysis | chartevents | Numeric + , 224154 -- | Dialysate Rate | Dialysis | chartevents | Numeric + , 225810 -- | Dwell Time (Peritoneal Dialysis) | Dialysis | chartevents | Numeric + , 227639 -- | Medication Added Amount #2 (Peritoneal Dialysis) | Dialysis | chartevents | Numeric + , 225183 -- | Current Goal | Dialysis | chartevents | Numeric + , 227438 -- | Volume not removed | Dialysis | chartevents | Numeric + , 224191 -- | Hourly Patient Fluid Removal | Dialysis | chartevents | Numeric + , 225806 -- | Volume In (PD) | Dialysis | chartevents | Numeric + , 225807 -- | Volume Out (PD) | Dialysis | chartevents | Numeric + , 228004 -- | Citrate (ACD-A) | Dialysis | chartevents | Numeric + , 228005 -- | PBP (Prefilter) Replacement Rate | Dialysis | chartevents | Numeric + , 228006 -- | Post Filter Replacement Rate | Dialysis | chartevents | Numeric + , 224144 -- | Blood Flow (ml/min) | Dialysis | chartevents | Numeric + , 224145 -- | Heparin Dose (per hour) | Dialysis | chartevents | Numeric + , 224149 -- | Access Pressure | Dialysis | chartevents | Numeric + , 224150 -- | Filter Pressure | Dialysis | chartevents | Numeric + , 224151 -- | Effluent Pressure | Dialysis | chartevents | Numeric + , 224152 -- | Return Pressure | Dialysis | chartevents | Numeric + , 224153 -- | Replacement Rate | Dialysis | chartevents | Numeric + , 224404 -- | ART Lumen Volume | Dialysis | chartevents | Numeric + , 224406 -- | VEN Lumen Volume | Dialysis | chartevents | Numeric + , 226457 -- | Ultrafiltrate Output | Dialysis | chartevents | Numeric + , 225959 -- | Medication Added Amount #1 (Peritoneal Dialysis) | Dialysis | chartevents | Numeric + -- Text values + , 224135 -- | Dialysis Access Site | Dialysis | chartevents | Text + , 224139 -- | Dialysis Site Appearance | Dialysis | chartevents | Text + , 224146 -- | System Integrity | Dialysis | chartevents | Text + , 225323 -- | Dialysis Catheter Site Appear | Access Lines - Invasive | chartevents | Text + , 225740 -- | Dialysis Catheter Discontinued | Access Lines - Invasive | chartevents | Text + , 225776 -- | Dialysis Catheter Dressing Type | Access Lines - Invasive | chartevents | Text + , 225951 -- | Peritoneal Dialysis Fluid Appearance | Dialysis | chartevents | Text + , 225952 -- | Medication Added #1 (Peritoneal Dialysis) | Dialysis | chartevents | Text + , 225953 -- | Solution (Peritoneal Dialysis) | Dialysis | chartevents | Text + , 225954 -- | Dialysis Access Type | Dialysis | chartevents | Text + , 225956 -- | Reason for CRRT Filter Change | Dialysis | chartevents | Text + , 225958 -- | Heparin Concentration (units/mL) | Dialysis | chartevents | Text + , 225961 -- | Medication Added Units #1 (Peritoneal Dialysis) | Dialysis | chartevents | Text + , 225963 -- | Peritoneal Dialysis Catheter Type | Dialysis | chartevents | Text + , 225965 -- | Peritoneal Dialysis Catheter Status | Dialysis | chartevents | Text + , 225976 -- | Replacement Fluid | Dialysis | chartevents | Text + , 225977 -- | Dialysate Fluid | Dialysis | chartevents | Text + , 227124 -- | Dialysis Catheter Type | Access Lines - Invasive | chartevents | Text + , 227290 -- | CRRT mode | Dialysis | chartevents | Text + , 227638 -- | Medication Added #2 (Peritoneal Dialysis) | Dialysis | chartevents | Text + , 227640 -- | Medication Added Units #2 (Peritoneal Dialysis) | Dialysis | chartevents | Text + , 227753 -- | Dialysis Catheter Placement Confirmed by X-ray | Access Lines - Invasive | chartevents | Text + ) + and ce.valuenum > 0 -- also ensures it's not null + -- exclude rows marked as error + AND (ce.error IS NULL OR ce.error = 0) + group by icustay_id +) +, mv_ie as +( + select icustay_id + , 1 as RRT + FROM inputevents_mv + where itemid in + ( + 227536 -- KCl (CRRT) Medications inputevents_mv Solution + , 227525 -- Calcium Gluconate (CRRT) Medications inputevents_mv Solution + ) + and amount > 0 -- also ensures it's not null + group by icustay_id +) +, mv_de as +( + select icustay_id + , 1 as RRT + from datetimeevents + where itemid in + ( + -- TODO: unsure how to handle "Last dialysis" + -- 225128 -- | Last dialysis | Adm History/FHPA | datetimeevents | Date time + 225318 -- | Dialysis Catheter Cap Change | Access Lines - Invasive | datetimeevents | Date time + , 225319 -- | Dialysis Catheter Change over Wire Date | Access Lines - Invasive | datetimeevents | Date time + , 225321 -- | Dialysis Catheter Dressing Change | Access Lines - Invasive | datetimeevents | Date time + , 225322 -- | Dialysis Catheter Insertion Date | Access Lines - Invasive | datetimeevents | Date time + , 225324 -- | Dialysis CatheterTubing Change | Access Lines - Invasive | datetimeevents | Date time + ) + group by icustay_id +) +, mv_pe as +( + select icustay_id + , 1 as RRT + FROM procedureevents_mv + where itemid in + ( + 225441 -- | Hemodialysis | 4-Procedures | procedureevents_mv | Process + , 225802 -- | Dialysis - CRRT | Dialysis | procedureevents_mv | Process + , 225803 -- | Dialysis - CVVHD | Dialysis | procedureevents_mv | Process + , 225805 -- | Peritoneal Dialysis | Dialysis | procedureevents_mv | Process + , 224270 -- | Dialysis Catheter | Access Lines - Invasive | procedureevents_mv | Process + , 225809 -- | Dialysis - CVVHDF | Dialysis | procedureevents_mv | Process + , 225955 -- | Dialysis - SCUF | Dialysis | procedureevents_mv | Process + , 225436 -- | CRRT Filter Change | Dialysis | procedureevents_mv | Process + ) + group by icustay_id +) +select ie.subject_id, ie.hadm_id, ie.icustay_id + , case + when cv_ce.RRT = 1 then 1 + when cv_ie.RRT = 1 then 1 + when cv_oe.RRT = 1 then 1 + when mv_ce.RRT = 1 then 1 + when mv_ie.RRT = 1 then 1 + when mv_de.RRT = 1 then 1 + when mv_pe.RRT = 1 then 1 + else 0 + end as RRT +FROM icustays ie +left join cv_ce + on ie.icustay_id = cv_ce.icustay_id +left join cv_ie + on ie.icustay_id = cv_ie.icustay_id +left join cv_oe + on ie.icustay_id = cv_oe.icustay_id +left join mv_ce + on ie.icustay_id = mv_ce.icustay_id +left join mv_ie + on ie.icustay_id = mv_ie.icustay_id +left join mv_de + on ie.icustay_id = mv_de.icustay_id +left join mv_pe + on ie.icustay_id = mv_pe.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/angus.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/angus.sql new file mode 100644 index 00000000..9ae39ef8 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/angus.sql @@ -0,0 +1,104 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS angus; CREATE TABLE angus AS +-- ICD-9 codes for Angus criteria of sepsis + +-- Angus et al, 2001. Epidemiology of severe sepsis in the United States +-- http://www.ncbi.nlm.nih.gov/pubmed/11445675 + +-- Case selection and definitions +-- To identify cases with severe sepsis, we selected all acute care +-- hospitalizations with ICD-9-CM codes for both: +-- (a) a bacterial or fungal infectious process AND +-- (b) a diagnosis of acute organ dysfunction (Appendix 2). + +-- ICD-9 codes for infection - as sourced from Appendix 1 of above paper +WITH infection_group AS +( + SELECT subject_id, hadm_id, + CASE + WHEN SUBSTR(icd9_code,1,3) IN ('001','002','003','004','005','008', + '009','010','011','012','013','014','015','016','017','018', + '020','021','022','023','024','025','026','027','030','031', + '032','033','034','035','036','037','038','039','040','041', + '090','091','092','093','094','095','096','097','098','100', + '101','102','103','104','110','111','112','114','115','116', + '117','118','320','322','324','325','420','421','451','461', + '462','463','464','465','481','482','485','486','494','510', + '513','540','541','542','566','567','590','597','601','614', + '615','616','681','682','683','686','730') THEN 1 + WHEN SUBSTR(icd9_code,1,4) IN ('5695','5720','5721','5750','5990','7110', + '7907','9966','9985','9993') THEN 1 + WHEN SUBSTR(icd9_code,1,5) IN ('49121','56201','56203','56211','56213', + '56983') THEN 1 + ELSE 0 END AS infection + from diagnoses_icd +), +-- ICD-9 codes for organ dysfunction - as sourced from Appendix 2 of above paper +organ_diag_group as +( + SELECT subject_id, hadm_id, + CASE + -- Acute Organ Dysfunction Diagnosis Codes + WHEN SUBSTR(icd9_code,1,3) IN ('458','293','570','584') THEN 1 + WHEN SUBSTR(icd9_code,1,4) IN ('7855','3483','3481', + '2874','2875','2869','2866','5734') THEN 1 + ELSE 0 END AS organ_dysfunction, + -- Explicit diagnosis of severe sepsis or septic shock + CASE + WHEN SUBSTR(icd9_code,1,5) IN ('99592','78552') THEN 1 + ELSE 0 END AS explicit_sepsis + from diagnoses_icd +), +-- Mechanical ventilation +organ_proc_group as +( + SELECT subject_id, hadm_id, + CASE + WHEN icd9_code IN ('9670', '9671', '9672') THEN 1 + ELSE 0 END AS mech_vent + FROM procedures_icd +), +-- Aggregate above views together +aggregate as +( + SELECT subject_id, hadm_id, + CASE + WHEN hadm_id in + (SELECT DISTINCT hadm_id + FROM infection_group + WHERE infection = 1) + THEN 1 + ELSE 0 END AS infection, + CASE + WHEN hadm_id in + (SELECT DISTINCT hadm_id + FROM organ_diag_group + WHERE explicit_sepsis = 1) + THEN 1 + ELSE 0 END AS explicit_sepsis, + CASE + WHEN hadm_id in + (SELECT DISTINCT hadm_id + FROM organ_diag_group + WHERE organ_dysfunction = 1) + THEN 1 + ELSE 0 END AS organ_dysfunction, + CASE + WHEN hadm_id in + (SELECT DISTINCT hadm_id + FROM organ_proc_group + WHERE mech_vent = 1) + THEN 1 + ELSE 0 END AS mech_vent + FROM admissions +) +-- Output component flags (explicit sepsis, organ dysfunction) and final flag (angus) +SELECT subject_id, hadm_id, infection, + explicit_sepsis, organ_dysfunction, mech_vent, +CASE + WHEN explicit_sepsis = 1 THEN 1 + WHEN infection = 1 AND organ_dysfunction = 1 THEN 1 + WHEN infection = 1 AND mech_vent = 1 THEN 1 + ELSE 0 END +AS angus +FROM aggregate; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/explicit.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/explicit.sql new file mode 100644 index 00000000..e0473a9b --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/explicit.sql @@ -0,0 +1,36 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS explicit; CREATE TABLE explicit AS +-- This code extracts explicit sepsis using ICD-9 diagnosis codes +-- That is, the two codes 995.92 (severe sepsis) or 785.52 (septic shock) +-- These codes are extremely specific to sepsis, but have very low sensitivity +-- From Iwashyna et al. (vs. chart reviews): 100% PPV, 9.3% sens, 100% specificity + +WITH co_dx AS +( + SELECT hadm_id + -- sepsis codes + , MAX( + CASE + WHEN icd9_code = '99592' THEN 1 + ELSE 0 END + ) AS severe_sepsis + , MAX( + CASE + WHEN icd9_code = '78552' THEN 1 + ELSE 0 END + ) AS septic_shock + from diagnoses_icd + GROUP BY hadm_id +) +select + adm.subject_id + , adm.hadm_id + , co_dx.severe_sepsis + , co_dx.septic_shock + , case when co_dx.severe_sepsis = 1 or co_dx.septic_shock = 1 + then 1 + else 0 end as sepsis +FROM admissions adm +left join co_dx + on adm.hadm_id = co_dx.hadm_id +order by adm.subject_id, adm.hadm_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/martin.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/martin.sql new file mode 100644 index 00000000..8b3710ee --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/martin.sql @@ -0,0 +1,109 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS martin; CREATE TABLE martin AS +-- ICD-9 codes for sepsis as validated by Martin et al. + +-- Greg S. Martin, David M. Mannino, Stephanie Eaton, and Marc Moss. The epidemiology of +-- sepsis in the united states from 1979 through 2000. N Engl J Med, 348(16):1546–1554, Apr +-- 2003. doi: 10.1056/NEJMoa022139. URL http://dx.doi.org/10.1056/NEJMoa022139. + +WITH co_dx AS +( + SELECT subject_id, hadm_id + , MAX( + CASE + -- septicemia + WHEN SUBSTR(icd9_code,1,3) = '038' THEN 1 + -- septicemic, bacteremia, disseminated fungal infection, disseminated candida infection + -- NOTE: the paper specifies 020.0 ... but this is bubonic plague + -- presumably, they meant 020.2, which is septicemic plague + WHEN SUBSTR(icd9_code,1,4) in ('0202','7907','1179','1125') THEN 1 + -- disseminated fungal endocarditis + WHEN SUBSTR(icd9_code,1,5) = '11281' THEN 1 + ELSE 0 END + ) AS sepsis + , MAX( + CASE + WHEN SUBSTR(icd9_code,1,4) in ('7991') THEN 1 + WHEN SUBSTR(icd9_code,1,5) in ('51881','51882','51885','78609') THEN 1 + ELSE 0 END + ) AS respiratory + , MAX( + CASE + WHEN SUBSTR(icd9_code,1,4) in ('4580','7855','4580','4588','4589','7963') THEN 1 + WHEN SUBSTR(icd9_code,1,5) in ('785.51','785.59') THEN 1 + ELSE 0 END + ) AS cardiovascular + , MAX( + CASE + WHEN SUBSTR(icd9_code,1,3) in ('584','580','585') THEN 1 + ELSE 0 END + ) AS renal + , MAX( + CASE + WHEN SUBSTR(icd9_code,1,3) in ('570') THEN 1 + WHEN SUBSTR(icd9_code,1,4) in ('5722','5733') THEN 1 + ELSE 0 END + ) AS hepatic + , MAX( + CASE + WHEN SUBSTR(icd9_code,1,4) in ('2862','2866','2869','2873','2874','2875') THEN 1 + ELSE 0 END + ) AS hematologic + , MAX( + CASE + WHEN SUBSTR(icd9_code,1,4) in ('2762') THEN 1 + ELSE 0 END + ) AS metabolic + , MAX( + CASE + WHEN SUBSTR(icd9_code,1,3) in ('293') THEN 1 + WHEN SUBSTR(icd9_code,1,4) in ('3481','3483') THEN 1 + WHEN SUBSTR(icd9_code,1,5) in ('78001','78009') THEN 1 + ELSE 0 END + ) AS neurologic + from diagnoses_icd + GROUP BY subject_id, hadm_id +) +-- procedure codes: +-- "96.7 - Ventilator management" +-- translated: +-- 9670 Continuous invasive mechanical ventilation of unspecified duration +-- 9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours +-- 9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more +-- "39.95 - Hemodialysis" +-- 3995 Hemodialysis +-- "89.14 - Electroencephalography" +-- 8914 Electroencephalogram +, co_proc as +( + SELECT subject_id, hadm_id + , MAX(CASE WHEN icd9_code = '967' then 1 ELSE 0 END) as respiratory + , MAX(CASE WHEN icd9_code = '3995' then 1 ELSE 0 END) as renal + , MAX(CASE WHEN icd9_code = '8914' then 1 ELSE 0 END) as neurologic + FROM procedures_icd + GROUP BY subject_id, hadm_id +) +select adm.subject_id, adm.hadm_id +, co_dx.sepsis +, CASE + WHEN co_dx.respiratory = 1 OR co_proc.respiratory = 1 + OR co_dx.cardiovascular = 1 + OR co_dx.renal = 1 OR co_proc.renal = 1 + OR co_dx.hepatic = 1 + OR co_dx.hematologic = 1 + OR co_dx.metabolic = 1 + OR co_dx.neurologic = 1 OR co_proc.neurologic = 1 + THEN 1 + ELSE 0 END as organ_failure +, case when co_dx.respiratory = 1 or co_proc.respiratory = 1 then 1 else 0 end as respiratory +, co_dx.cardiovascular +, case when co_dx.renal = 1 or co_proc.renal = 1 then 1 else 0 end as renal +, co_dx.hepatic +, co_dx.hematologic +, co_dx.metabolic +, case when co_dx.neurologic = 1 or co_proc.neurologic = 1 then 1 else 0 end as neurologic +FROM admissions adm +left join co_dx + on adm.hadm_id = co_dx.hadm_id +left join co_proc + on adm.hadm_id = co_proc.hadm_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/sepsis3.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/sepsis3.sql new file mode 100644 index 00000000..99d6437b --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/sepsis/sepsis3.sql @@ -0,0 +1,2 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS sepsis3; CREATE TABLE sepsis3 AS diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/apsiii.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/apsiii.sql new file mode 100644 index 00000000..d21e903a --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/apsiii.sql @@ -0,0 +1,836 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS apsiii; CREATE TABLE apsiii AS +-- ------------------------------------------------------------------ +-- Title: Acute Physiology Score III (APS III) +-- This query extracts the acute physiology score III. +-- This score is a measure of patient severity of illness. +-- The score is calculated on the first day of each ICU patients' stay. +-- ------------------------------------------------------------------ + +-- Reference for APS III: +-- Knaus WA, Wagner DP, Draper EA, Zimmerman JE, Bergner M, Bastos PG, Sirio CA, Murphy DJ, Lotring T, Damiano A. +-- The APACHE III prognostic system. Risk prediction of hospital mortality for critically ill hospitalized adults. +-- Chest Journal. 1991 Dec 1;100(6):1619-36. + +-- Reference for the equation for calibrating APS III to hospital mortality: +-- Johnson, A. E. W. (2015). Mortality prediction and acuity assessment in critical care. +-- University of Oxford, Oxford, UK. + +-- Variables used in APS III: +-- GCS +-- VITALS: Heart rate, mean blood pressure, temperature, respiration rate +-- FLAGS: ventilation/cpap, chronic dialysis +-- IO: urine output +-- LABS: pao2, A-aDO2, hematocrit, WBC, creatinine +-- , blood urea nitrogen, sodium, albumin, bilirubin, glucose, pH, pCO2 + +-- The following views are required to run this query: +-- 1) urine_output_first_day - generated by urine-output-first-day.sql +-- 2) ventilation_first_day - generated by ventilated-first-day.sql +-- 3) vitals_first_day - generated by vitals-first-day.sql +-- 4) gcs_first_day - generated by gcs-first-day.sql +-- 5) labs_first_day - generated by labs-first-day.sql + +-- Note: +-- The score is calculated for *all* ICU patients, with the assumption that the user will subselect appropriate icustay_ids. +-- For example, the score is calculated for neonates, but it is likely inappropriate to actually use the score values for these patients. + +-- List of TODO: +-- The site of temperature is not incorporated. Axillary measurements should be increased by 1 degree. +-- Unfortunately the data for metavision is not available at the moment. +-- 674 | Temp. Site +-- 224642 | Temperature Site + +with pa as +( + select bg.icustay_id, bg.charttime + , po2 as PaO2 + , ROW_NUMBER() over (partition by bg.icustay_id ORDER BY bg.po2 DESC) as rn + from blood_gas_first_day_arterial bg + left join ventilation_durations vd + on bg.icustay_id = vd.icustay_id + and bg.charttime >= vd.starttime + and bg.charttime <= vd.endtime + WHERE vd.icustay_id is null -- patient is *not* ventilated + -- and fio2 < 50, or if no fio2, assume room air + AND coalesce(fio2, fio2_chartevents, 21) < 50 + AND bg.po2 IS NOT NULL +) +, aa as +( + -- join blood gas to ventilation durations to determine if patient was vent + -- also join to cpap table for the same purpose + select bg.icustay_id, bg.charttime + , bg.aado2 + , ROW_NUMBER() over (partition by bg.icustay_id ORDER BY bg.aado2 DESC) as rn + -- row number indicating the highest AaDO2 + from blood_gas_first_day_arterial bg + INNER JOIN ventilation_durations vd + on bg.icustay_id = vd.icustay_id + and bg.charttime >= vd.starttime + and bg.charttime <= vd.endtime + WHERE vd.icustay_id is not null -- patient is ventilated + AND coalesce(fio2, fio2_chartevents) >= 50 + AND bg.aado2 IS NOT NULL +) +-- because ph/pco2 rules are an interaction *within* a blood gas, we calculate them here +-- the worse score is then taken for the final calculation +, acidbase as +( + select bg.icustay_id + , ph, pco2 as paco2 + , case + when ph is null or pco2 is null then null + when ph < 7.20 then + case + when pco2 < 50 then 12 + else 4 + end + when ph < 7.30 then + case + when pco2 < 30 then 9 + when pco2 < 40 then 6 + when pco2 < 50 then 3 + else 2 + end + when ph < 7.35 then + case + when pco2 < 30 then 9 + when pco2 < 45 then 0 + else 1 + end + when ph < 7.45 then + case + when pco2 < 30 then 5 + when pco2 < 45 then 0 + else 1 + end + when ph < 7.50 then + case + when pco2 < 30 then 5 + when pco2 < 35 then 0 + when pco2 < 45 then 2 + else 12 + end + when ph < 7.60 then + case + when pco2 < 40 then 3 + else 12 + end + else -- ph >= 7.60 + case + when pco2 < 25 then 0 + when pco2 < 40 then 3 + else 12 + end + end as acidbase_score + from blood_gas_first_day_arterial bg + where ph is not null and pco2 is not null +) +, acidbase_max as +( + select icustay_id, acidbase_score, ph, paco2 + -- create integer which indexes maximum value of score with 1 + , ROW_NUMBER() over (partition by icustay_id ORDER BY acidbase_score DESC) as acidbase_rn + from acidbase +) +-- define acute renal failure (ARF) as: +-- creatinine >=1.5 mg/dl +-- and urine output <410 cc/day +-- and no chronic dialysis +, arf as +( + select ie.icustay_id + , case + when labs.creatinine_max >= 1.5 + and uo.urineoutput < 410 + -- acute renal failure is only coded if the patient is not on chronic dialysis + -- we use ICD-9 coding of ESRD as a proxy for chronic dialysis + and icd.ckd = 0 + then 1 + else 0 end as arf + FROM icustays ie + left join urine_output_first_day uo + on ie.icustay_id = uo.icustay_id + left join labs_first_day labs + on ie.icustay_id = labs.icustay_id + left join + ( + select hadm_id + , max(case + -- severe kidney failure requiring use of dialysis + when icd9_code in ('5854','5855','5856') then 1 + -- we do not include 5859 as that is sometimes coded for acute-on-chronic ARF + else 0 end) + as ckd + from diagnoses_icd + group by hadm_id + ) icd + on ie.hadm_id = icd.hadm_id +) +, cohort as +( +select ie.subject_id, ie.hadm_id, ie.icustay_id + , ie.intime + , ie.outtime + + , vital.heartrate_min + , vital.heartrate_max + , vital.meanbp_min + , vital.meanbp_max + , vital.tempc_min + , vital.tempc_max + , vital.resprate_min + , vital.resprate_max + + , pa.pao2 + , aa.aado2 + + , ab.ph + , ab.paco2 + , ab.acidbase_score + + , labs.hematocrit_min + , labs.hematocrit_max + , labs.wbc_min + , labs.wbc_max + , labs.creatinine_min + , labs.creatinine_max + , labs.bun_min + , labs.bun_max + , labs.sodium_min + , labs.sodium_max + , labs.albumin_min + , labs.albumin_max + , labs.bilirubin_min + , labs.bilirubin_max + + , case + when labs.glucose_max is null and vital.glucose_max is null + then null + when labs.glucose_max is null or vital.glucose_max > labs.glucose_max + then vital.glucose_max + when vital.glucose_max is null or labs.glucose_max > vital.glucose_max + then labs.glucose_max + else labs.glucose_max -- if equal, just pick labs + end as glucose_max + + , case + when labs.glucose_min is null and vital.glucose_min is null + then null + when labs.glucose_min is null or vital.glucose_min < labs.glucose_min + then vital.glucose_min + when vital.glucose_min is null or labs.glucose_min < vital.glucose_min + then labs.glucose_min + else labs.glucose_min -- if equal, just pick labs + end as glucose_min + + -- , labs.bicarbonate_min + -- , labs.bicarbonate_max + , vent.vent + , uo.urineoutput + -- gcs and its components + , gcs.mingcs + , gcs.gcsmotor, gcs.gcsverbal, gcs.gcseyes, gcs.endotrachflag + -- acute renal failure + , arf.arf as arf + +FROM icustays ie +inner join admissions adm + on ie.hadm_id = adm.hadm_id +inner join patients pat + on ie.subject_id = pat.subject_id + +-- join to above views - the row number filters to 1 row per icustay_id +left join pa + on ie.icustay_id = pa.icustay_id + and pa.rn = 1 +left join aa + on ie.icustay_id = aa.icustay_id + and aa.rn = 1 +left join acidbase_max ab + on ie.icustay_id = ab.icustay_id + and ab.acidbase_rn = 1 +left join arf + on ie.icustay_id = arf.icustay_id + +-- join to custom tables to get more data.... +left join ventilation_first_day vent + on ie.icustay_id = vent.icustay_id +left join gcs_first_day gcs + on ie.icustay_id = gcs.icustay_id +left join vitals_first_day vital + on ie.icustay_id = vital.icustay_id +left join urine_output_first_day uo + on ie.icustay_id = uo.icustay_id +left join labs_first_day labs + on ie.icustay_id = labs.icustay_id +) +-- First, we calculate the score for the minimum values +, score_min as +( + select cohort.subject_id, cohort.hadm_id, cohort.icustay_id + , case + when heartrate_min is null then null + when heartrate_min < 40 then 8 + when heartrate_min < 50 then 5 + when heartrate_min < 100 then 0 + when heartrate_min < 110 then 1 + when heartrate_min < 120 then 5 + when heartrate_min < 140 then 7 + when heartrate_min < 155 then 13 + when heartrate_min >= 155 then 17 + end as hr_score + + , case + when meanbp_min is null then null + when meanbp_min < 40 then 23 + when meanbp_min < 60 then 15 + when meanbp_min < 70 then 7 + when meanbp_min < 80 then 6 + when meanbp_min < 100 then 0 + when meanbp_min < 120 then 4 + when meanbp_min < 130 then 7 + when meanbp_min < 140 then 9 + when meanbp_min >= 140 then 10 + end as meanbp_score + + -- TODO: add 1 degree to axillary measurements + , case + when tempc_min is null then null + when tempc_min < 33.0 then 20 + when tempc_min < 33.5 then 16 + when tempc_min < 34.0 then 13 + when tempc_min < 35.0 then 8 + when tempc_min < 36.0 then 2 + when tempc_min < 40.0 then 0 + when tempc_min >= 40.0 then 4 + end as temp_score + + , case + when resprate_min is null then null + -- special case for ventilated patients + when vent = 1 and resprate_min < 14 then 0 + when resprate_min < 6 then 17 + when resprate_min < 12 then 8 + when resprate_min < 14 then 7 + when resprate_min < 25 then 0 + when resprate_min < 35 then 6 + when resprate_min < 40 then 9 + when resprate_min < 50 then 11 + when resprate_min >= 50 then 18 + end as resprate_score + + , case + when hematocrit_min is null then null + when hematocrit_min < 41.0 then 3 + when hematocrit_min < 50.0 then 0 + when hematocrit_min >= 50.0 then 3 + end as hematocrit_score + + , case + when wbc_min is null then null + when wbc_min < 1.0 then 19 + when wbc_min < 3.0 then 5 + when wbc_min < 20.0 then 0 + when wbc_min < 25.0 then 1 + when wbc_min >= 25.0 then 5 + end as wbc_score + + , case + when creatinine_min is null then null + when arf = 1 and creatinine_min < 1.5 then 0 + when arf = 1 and creatinine_min >= 1.5 then 10 + when creatinine_min < 0.5 then 3 + when creatinine_min < 1.5 then 0 + when creatinine_min < 1.95 then 4 + when creatinine_min >= 1.95 then 7 + end as creatinine_score + + , case + when bun_min is null then null + when bun_min < 17.0 then 0 + when bun_min < 20.0 then 2 + when bun_min < 40.0 then 7 + when bun_min < 80.0 then 11 + when bun_min >= 80.0 then 12 + end as bun_score + + , case + when sodium_min is null then null + when sodium_min < 120 then 3 + when sodium_min < 135 then 2 + when sodium_min < 155 then 0 + when sodium_min >= 155 then 4 + end as sodium_score + + , case + when albumin_min is null then null + when albumin_min < 2.0 then 11 + when albumin_min < 2.5 then 6 + when albumin_min < 4.5 then 0 + when albumin_min >= 4.5 then 4 + end as albumin_score + + , case + when bilirubin_min is null then null + when bilirubin_min < 2.0 then 0 + when bilirubin_min < 3.0 then 5 + when bilirubin_min < 5.0 then 6 + when bilirubin_min < 8.0 then 8 + when bilirubin_min >= 8.0 then 16 + end as bilirubin_score + + , case + when glucose_min is null then null + when glucose_min < 40 then 8 + when glucose_min < 60 then 9 + when glucose_min < 200 then 0 + when glucose_min < 350 then 3 + when glucose_min >= 350 then 5 + end as glucose_score + +from cohort +) +, score_max as +( + select cohort.subject_id, cohort.hadm_id, cohort.icustay_id + , case + when heartrate_max is null then null + when heartrate_max < 40 then 8 + when heartrate_max < 50 then 5 + when heartrate_max < 100 then 0 + when heartrate_max < 110 then 1 + when heartrate_max < 120 then 5 + when heartrate_max < 140 then 7 + when heartrate_max < 155 then 13 + when heartrate_max >= 155 then 17 + end as hr_score + + , case + when meanbp_max is null then null + when meanbp_max < 40 then 23 + when meanbp_max < 60 then 15 + when meanbp_max < 70 then 7 + when meanbp_max < 80 then 6 + when meanbp_max < 100 then 0 + when meanbp_max < 120 then 4 + when meanbp_max < 130 then 7 + when meanbp_max < 140 then 9 + when meanbp_max >= 140 then 10 + end as meanbp_score + + -- TODO: add 1 degree to axillary measurements + , case + when tempc_max is null then null + when tempc_max < 33.0 then 20 + when tempc_max < 33.5 then 16 + when tempc_max < 34.0 then 13 + when tempc_max < 35.0 then 8 + when tempc_max < 36.0 then 2 + when tempc_max < 40.0 then 0 + when tempc_max >= 40.0 then 4 + end as temp_score + + , case + when resprate_max is null then null + -- special case for ventilated patients + when vent = 1 and resprate_max < 14 then 0 + when resprate_max < 6 then 17 + when resprate_max < 12 then 8 + when resprate_max < 14 then 7 + when resprate_max < 25 then 0 + when resprate_max < 35 then 6 + when resprate_max < 40 then 9 + when resprate_max < 50 then 11 + when resprate_max >= 50 then 18 + end as resprate_score + + , case + when hematocrit_max is null then null + when hematocrit_max < 41.0 then 3 + when hematocrit_max < 50.0 then 0 + when hematocrit_max >= 50.0 then 3 + end as hematocrit_score + + , case + when wbc_max is null then null + when wbc_max < 1.0 then 19 + when wbc_max < 3.0 then 5 + when wbc_max < 20.0 then 0 + when wbc_max < 25.0 then 1 + when wbc_max >= 25.0 then 5 + end as wbc_score + + , case + when creatinine_max is null then null + when arf = 1 and creatinine_max < 1.5 then 0 + when arf = 1 and creatinine_max >= 1.5 then 10 + when creatinine_max < 0.5 then 3 + when creatinine_max < 1.5 then 0 + when creatinine_max < 1.95 then 4 + when creatinine_max >= 1.95 then 7 + end as creatinine_score + + , case + when bun_max is null then null + when bun_max < 17.0 then 0 + when bun_max < 20.0 then 2 + when bun_max < 40.0 then 7 + when bun_max < 80.0 then 11 + when bun_max >= 80.0 then 12 + end as bun_score + + , case + when sodium_max is null then null + when sodium_max < 120 then 3 + when sodium_max < 135 then 2 + when sodium_max < 155 then 0 + when sodium_max >= 155 then 4 + end as sodium_score + + , case + when albumin_max is null then null + when albumin_max < 2.0 then 11 + when albumin_max < 2.5 then 6 + when albumin_max < 4.5 then 0 + when albumin_max >= 4.5 then 4 + end as albumin_score + + , case + when bilirubin_max is null then null + when bilirubin_max < 2.0 then 0 + when bilirubin_max < 3.0 then 5 + when bilirubin_max < 5.0 then 6 + when bilirubin_max < 8.0 then 8 + when bilirubin_max >= 8.0 then 16 + end as bilirubin_score + + , case + when glucose_max is null then null + when glucose_max < 40 then 8 + when glucose_max < 60 then 9 + when glucose_max < 200 then 0 + when glucose_max < 350 then 3 + when glucose_max >= 350 then 5 + end as glucose_score + +from cohort +) +-- Combine together the scores for min/max, using the following rules: +-- 1) select the value furthest from a predefined normal value +-- 2) if both equidistant, choose the one which gives a worse score +-- 3) calculate score for acid-base abnormalities as it requires interactions +-- sometimes the code is a bit redundant, i.e. we know the max would always be furthest from 0 +, scorecomp as +( + select co.* + -- The rules for APS III require the definition of a "worst" value + -- This value is defined as whatever value is furthest from a predefined normal + -- e.g., for heart rate, worst is defined as furthest from 75 + , case + when heartrate_max is null then null + when abs(heartrate_max-75) > abs(heartrate_min-75) + then smax.hr_score + when abs(heartrate_max-75) < abs(heartrate_min-75) + then smin.hr_score + when abs(heartrate_max-75) = abs(heartrate_min-75) + and smax.hr_score >= smin.hr_score + then smax.hr_score + when abs(heartrate_max-75) = abs(heartrate_min-75) + and smax.hr_score < smin.hr_score + then smin.hr_score + end as hr_score + + , case + when meanbp_max is null then null + when abs(meanbp_max-90) > abs(meanbp_min-90) + then smax.meanbp_score + when abs(meanbp_max-90) < abs(meanbp_min-90) + then smin.meanbp_score + -- values are equidistant - pick the larger score + when abs(meanbp_max-90) = abs(meanbp_min-90) + and smax.meanbp_score >= smin.meanbp_score + then smax.meanbp_score + when abs(meanbp_max-90) = abs(meanbp_min-90) + and smax.meanbp_score < smin.meanbp_score + then smin.meanbp_score + end as meanbp_score + + , case + when tempc_max is null then null + when abs(tempc_max-38) > abs(tempc_min-38) + then smax.temp_score + when abs(tempc_max-38) < abs(tempc_min-38) + then smin.temp_score + -- values are equidistant - pick the larger score + when abs(tempc_max-38) = abs(tempc_min-38) + and smax.temp_score >= smin.temp_score + then smax.temp_score + when abs(tempc_max-38) = abs(tempc_min-38) + and smax.temp_score < smin.temp_score + then smin.temp_score + end as temp_score + + , case + when resprate_max is null then null + when abs(resprate_max-19) > abs(resprate_min-19) + then smax.resprate_score + when abs(resprate_max-19) < abs(resprate_min-19) + then smin.resprate_score + -- values are equidistant - pick the larger score + when abs(resprate_max-19) = abs(resprate_max-19) + and smax.resprate_score >= smin.resprate_score + then smax.resprate_score + when abs(resprate_max-19) = abs(resprate_max-19) + and smax.resprate_score < smin.resprate_score + then smin.resprate_score + end as resprate_score + + , case + when hematocrit_max is null then null + when abs(hematocrit_max-45.5) > abs(hematocrit_min-45.5) + then smax.hematocrit_score + when abs(hematocrit_max-45.5) < abs(hematocrit_min-45.5) + then smin.hematocrit_score + -- values are equidistant - pick the larger score + when abs(hematocrit_max-45.5) = abs(hematocrit_max-45.5) + and smax.hematocrit_score >= smin.hematocrit_score + then smax.hematocrit_score + when abs(hematocrit_max-45.5) = abs(hematocrit_max-45.5) + and smax.hematocrit_score < smin.hematocrit_score + then smin.hematocrit_score + end as hematocrit_score + + , case + when wbc_max is null then null + when abs(wbc_max-11.5) > abs(wbc_min-11.5) + then smax.wbc_score + when abs(wbc_max-11.5) < abs(wbc_min-11.5) + then smin.wbc_score + -- values are equidistant - pick the larger score + when abs(wbc_max-11.5) = abs(wbc_max-11.5) + and smax.wbc_score >= smin.wbc_score + then smax.wbc_score + when abs(wbc_max-11.5) = abs(wbc_max-11.5) + and smax.wbc_score < smin.wbc_score + then smin.wbc_score + end as wbc_score + + + -- For some labs, "furthest from normal" doesn't make sense + -- e.g. creatinine w/ ARF, the minimum could be 0.3, and the max 1.6 + -- while the minimum of 0.3 is "further from 1", seems like the max should be scored + + , case + when creatinine_max is null then null + -- if they have arf then use the max to score + when arf = 1 then smax.creatinine_score + -- otherwise furthest from 1 + when abs(creatinine_max-1) > abs(creatinine_min-1) + then smax.creatinine_score + when abs(creatinine_max-1) < abs(creatinine_min-1) + then smin.creatinine_score + -- values are equidistant + when smax.creatinine_score >= smin.creatinine_score + then smax.creatinine_score + when smax.creatinine_score < smin.creatinine_score + then smin.creatinine_score + end as creatinine_score + + -- the rule for BUN is the furthest from 0.. equivalent to the max value + , case + when bun_max is null then null + else smax.bun_score + end as bun_score + + , case + when sodium_max is null then null + when abs(sodium_max-145.5) > abs(sodium_min-145.5) + then smax.sodium_score + when abs(sodium_max-145.5) < abs(sodium_min-145.5) + then smin.sodium_score + -- values are equidistant - pick the larger score + when abs(sodium_max-145.5) = abs(sodium_max-145.5) + and smax.sodium_score >= smin.sodium_score + then smax.sodium_score + when abs(sodium_max-145.5) = abs(sodium_max-145.5) + and smax.sodium_score < smin.sodium_score + then smin.sodium_score + end as sodium_score + + , case + when albumin_max is null then null + when abs(albumin_max-3.5) > abs(albumin_min-3.5) + then smax.albumin_score + when abs(albumin_max-3.5) < abs(albumin_min-3.5) + then smin.albumin_score + -- values are equidistant - pick the larger score + when abs(albumin_max-3.5) = abs(albumin_max-3.5) + and smax.albumin_score >= smin.albumin_score + then smax.albumin_score + when abs(albumin_max-3.5) = abs(albumin_max-3.5) + and smax.albumin_score < smin.albumin_score + then smin.albumin_score + end as albumin_score + + , case + when bilirubin_max is null then null + else smax.bilirubin_score + end as bilirubin_score + + , case + when glucose_max is null then null + when abs(glucose_max-130) > abs(glucose_min-130) + then smax.glucose_score + when abs(glucose_max-130) < abs(glucose_min-130) + then smin.glucose_score + -- values are equidistant - pick the larger score + when abs(glucose_max-130) = abs(glucose_max-130) + and smax.glucose_score >= smin.glucose_score + then smax.glucose_score + when abs(glucose_max-130) = abs(glucose_max-130) + and smax.glucose_score < smin.glucose_score + then smin.glucose_score + end as glucose_score + + + -- Below are interactions/special cases where only 1 value is important + , case + when urineoutput is null then null + when urineoutput < 400 then 15 + when urineoutput < 600 then 8 + when urineoutput < 900 then 7 + when urineoutput < 1500 then 5 + when urineoutput < 2000 then 4 + when urineoutput < 4000 then 0 + when urineoutput >= 4000 then 1 + end as uo_score + + , case + when endotrachflag = 1 + -- here they are intubated, so their verbal score is inappropriate + -- normally you are supposed to use "clinical judgement" + -- we don't have that, so we just assume normal (as was done in the original study) + then 0 + when gcseyes = 1 + then case + when gcsverbal = 1 and gcsmotor in (1,2) + then 48 + when gcsverbal = 1 and gcsmotor in (3,4) + then 33 + when gcsverbal = 1 and gcsmotor in (5,6) + then 16 + when gcsverbal in (2,3) and gcsmotor in (1,2) + then 29 + when gcsverbal in (2,3) and gcsmotor in (3,4) + then 24 + when gcsverbal in (2,3) and gcsmotor >= 5 + -- highly unlikely clinical combination + then null + when gcsverbal >= 4 + then null + end + when gcseyes > 1 + then case + when gcsverbal = 1 and gcsmotor in (1,2) + then 29 + when gcsverbal = 1 and gcsmotor in (3,4) + then 24 + when gcsverbal = 1 and gcsmotor in (5,6) + then 15 + when gcsverbal in (2,3) and gcsmotor in (1,2) + then 29 + when gcsverbal in (2,3) and gcsmotor in (3,4) + then 24 + when gcsverbal in (2,3) and gcsmotor = 5 + then 13 + when gcsverbal in (2,3) and gcsmotor = 6 + then 10 + when gcsverbal = 4 and gcsmotor in (1,2,3,4) + then 13 + when gcsverbal = 4 and gcsmotor = 5 + then 8 + when gcsverbal = 4 and gcsmotor = 6 + then 3 + when gcsverbal = 5 and gcsmotor in (1,2,3,4,5) + then 3 + when gcsverbal = 5 and gcsmotor = 6 + then 0 + end + else null + end as gcs_score + + , case + when pao2 is null and aado2 is null + then null + when pao2 is not null then + case + when pao2 < 50 then 15 + when pao2 < 70 then 5 + when pao2 < 80 then 2 + else 0 end + when aado2 is not null then + case + when aado2 < 100 then 0 + when aado2 < 250 then 7 + when aado2 < 350 then 9 + when aado2 < 500 then 11 + when aado2 >= 500 then 14 + else 0 end + end as pao2_aado2_score + +from cohort co +left join score_min smin + on co.icustay_id = smin.icustay_id +left join score_max smax + on co.icustay_id = smax.icustay_id +) +-- tabulate the APS III using the scores from the worst values +, score as +( + select s.* + -- coalesce statements impute normal score of zero if data element is missing + , coalesce(hr_score,0) + + coalesce(meanbp_score,0) + + coalesce(temp_score,0) + + coalesce(resprate_score,0) + + coalesce(pao2_aado2_score,0) + + coalesce(hematocrit_score,0) + + coalesce(wbc_score,0) + + coalesce(creatinine_score,0) + + coalesce(uo_score,0) + + coalesce(bun_score,0) + + coalesce(sodium_score,0) + + coalesce(albumin_score,0) + + coalesce(bilirubin_score,0) + + coalesce(glucose_score,0) + + coalesce(acidbase_score,0) + + coalesce(gcs_score,0) + as apsiii + from scorecomp s +) +select ie.subject_id, ie.hadm_id, ie.icustay_id +, apsiii +-- Calculate probability of hospital mortality using equation from Johnson 2014. +, 1 / (1 + exp(- (-4.4360 + 0.04726*(apsiii) ))) as apsiii_prob +, hr_score +, meanbp_score +, temp_score +, resprate_score +, pao2_aado2_score +, hematocrit_score +, wbc_score +, creatinine_score +, uo_score +, bun_score +, sodium_score +, albumin_score +, bilirubin_score +, glucose_score +, acidbase_score +, gcs_score +FROM icustays ie +left join score s + on ie.icustay_id = s.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/lods.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/lods.sql new file mode 100644 index 00000000..af27a316 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/lods.sql @@ -0,0 +1,236 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS lods; CREATE TABLE lods AS +-- ------------------------------------------------------------------ +-- Title: Logistic Organ Dysfunction Score (LODS) +-- This query extracts the logistic organ dysfunction system. +-- This score is a measure of organ failure in a patient. +-- The score is calculated on the first day of each ICU patients' stay. +-- ------------------------------------------------------------------ + +-- Reference for LODS: +-- Le Gall, J. R., Klar, J., Lemeshow, S., Saulnier, F., Alberti, C., Artigas, A., & Teres, D. +-- The Logistic Organ Dysfunction system: a new way to assess organ dysfunction in the intensive care unit. +-- JAMA 276.10 (1996): 802-810. + +-- Variables used in LODS: +-- GCS +-- VITALS: Heart rate, systolic blood pressure +-- FLAGS: ventilation/cpap +-- IO: urine output +-- LABS: blood urea nitrogen, WBC, bilirubin, creatinine, prothrombin time (PT), platelets +-- ABG: PaO2 with associated FiO2 + +-- The following views are required to run this query: +-- 1) urine_output_first_day - generated by urine-output-first-day.sql +-- 2) ventilation_durations - generated by ventilation_durations.sql +-- 3) vitals_first_day - generated by vitals-first-day.sql +-- 4) gcs_first_day - generated by gcs-first-day.sql +-- 5) labs_first_day - generated by labs-first-day.sql +-- 5) blood_gas_first_day_arterial - generated by blood-gas-first-day-arterial.sql + +-- Note: +-- The score is calculated for *all* ICU patients, with the assumption that the user will subselect appropriate ICUSTAY_IDs. +-- For example, the score is calculated for neonates, but it is likely inappropriate to actually use the score values for these patients. + +-- extract CPAP from the "Oxygen Delivery Device" fields +with cpap as +( + select ie.icustay_id + , min(DATETIME_SUB(charttime, INTERVAL '1' HOUR)) as starttime + , max(DATETIME_ADD(charttime, INTERVAL '4' HOUR)) as endtime + , max(CASE + WHEN lower(ce.value) LIKE '%cpap%' THEN 1 + WHEN lower(ce.value) LIKE '%bipap mask%' THEN 1 + else 0 end) as cpap + FROM icustays ie + inner join chartevents ce + on ie.icustay_id = ce.icustay_id + and ce.charttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + where itemid in + ( + -- TODO: when metavision data import fixed, check the values in 226732 match the value clause below + 467, 469, 226732 + ) + and (lower(ce.value) LIKE '%cpap%' or lower(ce.value) LIKE '%bipap mask%') + -- exclude rows marked as error + AND (ce.error IS NULL OR ce.error = 0) + group by ie.icustay_id +) +, pafi1 as +( + -- join blood gas to ventilation durations to determine if patient was vent + -- also join to cpap table for the same purpose + select bg.icustay_id, bg.charttime + , pao2fio2 + , case when vd.icustay_id is not null then 1 else 0 end as vent + , case when cp.icustay_id is not null then 1 else 0 end as cpap + from blood_gas_first_day_arterial bg + left join ventilation_durations vd + on bg.icustay_id = vd.icustay_id + and bg.charttime >= vd.starttime + and bg.charttime <= vd.endtime + left join cpap cp + on bg.icustay_id = cp.icustay_id + and bg.charttime >= cp.starttime + and bg.charttime <= cp.endtime +) +, pafi2 as +( + -- get the minimum PaO2/FiO2 ratio *only for ventilated/cpap patients* + select icustay_id + , min(pao2fio2) as pao2fio2_vent_min + from pafi1 + where vent = 1 or cpap = 1 + group by icustay_id +) +, cohort as +( +select ie.subject_id + , ie.hadm_id + , ie.icustay_id + , ie.intime + , ie.outtime + + , gcs.mingcs + , vital.heartrate_max + , vital.heartrate_min + , vital.sysbp_max + , vital.sysbp_min + + -- this value is non-null iff the patient is on vent/cpap + , pf.pao2fio2_vent_min + + , labs.bun_max + , labs.bun_min + , labs.wbc_max + , labs.wbc_min + , labs.bilirubin_max + , labs.creatinine_max + , labs.pt_min + , labs.pt_max + , labs.platelet_min + + , uo.urineoutput + +FROM icustays ie +inner join admissions adm + on ie.hadm_id = adm.hadm_id +inner join patients pat + on ie.subject_id = pat.subject_id + +-- join to above view to get pao2/fio2 ratio +left join pafi2 pf + on ie.icustay_id = pf.icustay_id + +-- join to custom tables to get more data.... +left join gcs_first_day gcs + on ie.icustay_id = gcs.icustay_id +left join vitals_first_day vital + on ie.icustay_id = vital.icustay_id +left join urine_output_first_day uo + on ie.icustay_id = uo.icustay_id +left join labs_first_day labs + on ie.icustay_id = labs.icustay_id +) +, scorecomp as +( +select + cohort.* + -- Below code calculates the component scores needed for SAPS + + -- neurologic + , case + when mingcs is null then null + when mingcs < 3 then null -- erroneous value/on trach + when mingcs <= 5 then 5 + when mingcs <= 8 then 3 + when mingcs <= 13 then 1 + else 0 + end as neurologic + + -- cardiovascular + , case + when heartrate_max is null + and sysbp_min is null then null + when heartrate_min < 30 then 5 + when sysbp_min < 40 then 5 + when sysbp_min < 70 then 3 + when sysbp_max >= 270 then 3 + when heartrate_max >= 140 then 1 + when sysbp_max >= 240 then 1 + when sysbp_min < 90 then 1 + else 0 + end as cardiovascular + + -- renal + , case + when bun_max is null + or urineoutput is null + or creatinine_max is null + then null + when urineoutput < 500.0 then 5 + when bun_max >= 56.0 then 5 + when creatinine_max >= 1.60 then 3 + when urineoutput < 750.0 then 3 + when bun_max >= 28.0 then 3 + when urineoutput >= 10000.0 then 3 + when creatinine_max >= 1.20 then 1 + when bun_max >= 17.0 then 1 + when bun_max >= 7.50 then 1 + else 0 + end as renal + + -- pulmonary + , case + when pao2fio2_vent_min is null then 0 + when pao2fio2_vent_min >= 150 then 1 + when pao2fio2_vent_min < 150 then 3 + else null + end as pulmonary + + -- hematologic + , case + when wbc_max is null + and platelet_min is null + then null + when wbc_min < 1.0 then 3 + when wbc_min < 2.5 then 1 + when platelet_min < 50.0 then 1 + when wbc_max >= 50.0 then 1 + else 0 + end as hematologic + + -- hepatic + -- We have defined the "standard" PT as 12 seconds. + -- This is an assumption and subsequent analyses may be affected by this assumption. + , case + when pt_max is null + and bilirubin_max is null + then null + when bilirubin_max >= 2.0 then 1 + when pt_max > (12+3) then 1 + when pt_min < (12*0.25) then 1 + else 0 + end as hepatic + +from cohort +) +select ie.subject_id, ie.hadm_id, ie.icustay_id +-- coalesce statements impute normal score of zero if data element is missing +, coalesce(neurologic,0) ++ coalesce(cardiovascular,0) ++ coalesce(renal,0) ++ coalesce(pulmonary,0) ++ coalesce(hematologic,0) ++ coalesce(hepatic,0) + as LODS +, neurologic +, cardiovascular +, renal +, pulmonary +, hematologic +, hepatic +FROM icustays ie +left join scorecomp s + on ie.icustay_id = s.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/mlods.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/mlods.sql new file mode 100644 index 00000000..fcc843ba --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/mlods.sql @@ -0,0 +1,224 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS mlods; CREATE TABLE mlods AS +-- ------------------------------------------------------------------ +-- Title: Modified Logistic organ dysfunction system (mLODS) +-- This query extracts a modified version of the logistic organ dysfunction system. +-- This score was used in the third international definition of sepsis: Sepsis-3. +-- This score is a measure of organ failure in a patient. +-- ------------------------------------------------------------------ + +-- Reference for LODS: +-- Le Gall, J. R., Klar, J., Lemeshow, S., Saulnier, F., Alberti, C., Artigas, A., & Teres, D. +-- The Logistic Organ Dysfunction system: a new way to assess organ dysfunction in the intensive care unit. +-- JAMA 276.10 (1996): 802-810. + +-- Reference for modified LODS: +-- Le Gall, J. R., Klar, J., Lemeshow, S., Saulnier, F., Alberti, C., Artigas, A., & Teres, D. +-- The Logistic Organ Dysfunction system: a new way to assess organ dysfunction in the intensive care unit. +-- JAMA 276.10 (1996): 802-810. + +-- Variables used in mLODS: +-- GCS +-- VITALS: Heart rate, systolic blood pressure +-- FLAGS: ventilation/cpap +-- LABS: WBC, bilirubin, creatinine, platelets +-- ABG: PaO2 with associated FiO2 + +-- Variables *excluded*, that are used in the original LODS: +-- prothrombin time (PT), blood urea nitrogen, urine output + +-- Note: +-- The score is calculated for *all* ICU patients, with the assumption that the user will subselect appropriate ICUSTAY_IDs. +-- For example, the score is calculated for neonates, but it is likely inappropriate to actually use the score values for these patients. + +-- extract CPAP from the "Oxygen Delivery Device" fields +with cpap as +( + select ie.icustay_id + , min(DATETIME_SUB(charttime, INTERVAL '1' HOUR)) as starttime + , max(DATETIME_ADD(charttime, INTERVAL '4' HOUR)) as endtime + , max(CASE + WHEN lower(ce.value) LIKE '%cpap%' THEN 1 + WHEN lower(ce.value) LIKE '%bipap mask%' THEN 1 + else 0 end) as cpap + FROM icustays ie + inner join chartevents ce + on ie.icustay_id = ce.icustay_id + and ce.charttime between ie.intime and ie.outtime + where itemid in + ( + -- TODO: when metavision data import fixed, check the values in 226732 match the value clause below + 467, 469, 226732 + ) + and (lower(ce.value) LIKE '%cpap%' or lower(ce.value) LIKE '%bipap mask%') + -- exclude rows marked as error + AND (ce.error IS NULL OR ce.error = 0) + group by ie.icustay_id +) +, pafi1 as +( + -- join blood gas to ventilation durations to determine if patient was vent + -- also join to cpap table for the same purpose + select bg.icustay_id, bg.charttime + , PaO2FiO2 + , case when vd.icustay_id is not null then 1 else 0 end as vent + , case when cp.icustay_id is not null then 1 else 0 end as cpap + from blood_gas_first_day_arterial bg + left join ventilation_durations vd + on bg.icustay_id = vd.icustay_id + and bg.charttime >= vd.starttime + and bg.charttime <= vd.endtime + left join cpap cp + on bg.icustay_id = cp.icustay_id + and bg.charttime >= cp.starttime + and bg.charttime <= cp.endtime +) +, pafi2 as +( + -- get the minimum PaO2/FiO2 ratio *only for ventilated/cpap patients* + select icustay_id + , min(PaO2FiO2) as PaO2FiO2_vent_min + from pafi1 + where vent = 1 or cpap = 1 + group by icustay_id +) +, cohort as +( +select ie.subject_id + , ie.hadm_id + , ie.icustay_id + , ie.intime + , ie.outtime + + , gcs.mingcs + , vital.heartrate_max + , vital.heartrate_min + , vital.sysbp_max + , vital.sysbp_min + + -- this value is non-null iff the patient is on vent/cpap + , pf.PaO2FiO2_vent_min + + , labs.wbc_max + , labs.wbc_min + , labs.bilirubin_max + , labs.creatinine_max + , labs.platelet_min + +FROM icustays ie +inner join admissions adm + on ie.hadm_id = adm.hadm_id +inner join patients pat + on ie.subject_id = pat.subject_id + +-- join to above view to get pao2/fio2 ratio +left join pafi2 pf + on ie.icustay_id = pf.icustay_id + +-- join to custom tables to get more data.... +left join gcs_first_day gcs + on ie.icustay_id = gcs.icustay_id +left join vitals_first_day vital + on ie.icustay_id = vital.icustay_id +left join labs_first_day labs + on ie.icustay_id = labs.icustay_id +) +, scorecomp as +( +select + cohort.* + + -- neurologic + , case + when mingcs is null then null + when mingcs < 3 then null -- erroneous value/on trach + when mingcs <= 5 then 5 + when mingcs <= 8 then 3 + when mingcs <= 13 then 1 + else 0 + end as neurologic + + -- cardiovascular + , case + when heartrate_max is null + and sysbp_min is null then null + when heartrate_min < 30 then 5 + when sysbp_min < 40 then 5 + when sysbp_min < 70 then 3 + when sysbp_max >= 270 then 3 + when heartrate_max >= 140 then 1 + when sysbp_max >= 240 then 1 + when sysbp_min < 90 then 1 + else 0 + end as cardiovascular + + -- renal + , case + when creatinine_max is null + -- or UrineOutput is null + -- or bun_max is null + then null + -- when UrineOutput < 500.0 then 5 + -- when bun_max >= 56.0 then 5 + when creatinine_max >= 1.60 then 3 + -- when UrineOutput < 750.0 then 3 + -- when bun_max >= 28.0 then 3 + -- when UrineOutput >= 10000.0 then 3 + when creatinine_max >= 1.20 then 1 + -- when bun_max >= 17.0 then 1 + -- when bun_max >= 7.50 then 1 + else 0 + end as renal + + -- pulmonary + , case + when PaO2FiO2_vent_min is null then 0 + when PaO2FiO2_vent_min >= 150 then 1 + when PaO2FiO2_vent_min < 150 then 3 + else null + end as pulmonary + + -- hematologic + , case + when wbc_max is null + and platelet_min is null + then null + when wbc_min < 1.0 then 3 + when wbc_min < 2.5 then 1 + when platelet_min < 50.0 then 1 + when wbc_max >= 50.0 then 1 + else 0 + end as hematologic + + -- hepatic + , case + when bilirubin_max is null + -- and pt_max is null + then null + when bilirubin_max >= 2.0 then 1 + -- when pt_max > (12+3) then 1 + -- when pt_min < (12*0.25) then 1 + else 0 + end as hepatic + +from cohort +) +select ie.icustay_id +-- coalesce statements impute normal score of zero if data element is missing +, coalesce(neurologic,0) ++ coalesce(cardiovascular,0) ++ coalesce(renal,0) ++ coalesce(pulmonary,0) ++ coalesce(hematologic,0) ++ coalesce(hepatic,0) + as mLODS +, neurologic +, cardiovascular +, renal +, pulmonary +, hematologic +, hepatic +FROM icustays ie +left join scorecomp s + on ie.icustay_id = s.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/oasis.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/oasis.sql new file mode 100644 index 00000000..7c618896 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/oasis.sql @@ -0,0 +1,254 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS oasis; CREATE TABLE oasis AS +-- ------------------------------------------------------------------ +-- Title: Oxford Acute Severity of Illness Score (oasis) +-- This query extracts the Oxford acute severity of illness score. +-- This score is a measure of severity of illness for patients in the ICU. +-- The score is calculated on the first day of each ICU patients' stay. +-- ------------------------------------------------------------------ + +-- Reference for OASIS: +-- Johnson, Alistair EW, Andrew A. Kramer, and Gari D. Clifford. +-- "A new severity of illness scale using a subset of acute physiology and chronic health evaluation data elements shows comparable predictive accuracy*." +-- Critical care medicine 41, no. 7 (2013): 1711-1718. + +-- Variables used in OASIS: +-- Heart rate, GCS, MAP, Temperature, Respiratory rate, Ventilation status (sourced FROM chartevents) +-- Urine output (sourced from OUTPUTEVENTS) +-- Elective surgery (sourced FROM admissions and SERVICES) +-- Pre-ICU in-hospital length of stay (sourced FROM admissions and ICUSTAYS) +-- Age (sourced FROM patients) + +-- The following views are required to run this query: +-- 1) urine_output_first_day - generated by urine-output-first-day.sql +-- 2) vent_first_day - generated by ventilated-first-day.sql +-- 3) vitals_first_day - generated by vitals-first-day.sql +-- 4) gcs_first_day - generated by gcs-first-day.sql + + +-- Regarding missing values: +-- The ventilation flag is always 0/1. It cannot be missing, since VENT=0 if no data is found for vent settings. + +-- Note: +-- The score is calculated for *all* ICU patients, with the assumption that the user will subselect appropriate ICUSTAY_IDs. +-- For example, the score is calculated for neonates, but it is likely inappropriate to actually use the score values for these patients. + + +with surgflag as +( + select ie.icustay_id + , max(case + when lower(curr_service) like '%surg%' then 1 + when curr_service = 'ORTHO' then 1 + else 0 end) as surgical + FROM icustays ie + left join services se + on ie.hadm_id = se.hadm_id + and se.transfertime < DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + group by ie.icustay_id +) +, cohort as +( +select ie.subject_id, ie.hadm_id, ie.icustay_id + , ie.intime + , ie.outtime + , adm.deathtime + , DATETIME_DIFF(ie.intime, adm.admittime, 'MINUTE') as preiculos + , DATETIME_DIFF(ie.intime, pat.dob, 'YEAR') as age + , gcs.mingcs + , vital.heartrate_max + , vital.heartrate_min + , vital.meanbp_max + , vital.meanbp_min + , vital.resprate_max + , vital.resprate_min + , vital.tempc_max + , vital.tempc_min + , vent.vent as mechvent + , uo.urineoutput + + , case + when adm.ADMISSION_TYPE = 'ELECTIVE' and sf.surgical = 1 + then 1 + when adm.ADMISSION_TYPE is null or sf.surgical is null + then null + else 0 + end as electivesurgery + + -- age group + , case + when DATETIME_DIFF(ie.intime, pat.dob, 'YEAR') <= 1 then 'neonate' + when DATETIME_DIFF(ie.intime, pat.dob, 'YEAR') <= 15 then 'middle' + else 'adult' end as icustay_age_group + + -- mortality flags + , case + when adm.deathtime between ie.intime and ie.outtime + then 1 + when adm.deathtime <= ie.intime -- sometimes there are typographical errors in the death date + then 1 + when adm.dischtime <= ie.outtime and adm.discharge_location = 'DEAD/EXPIRED' + then 1 + else 0 end + as icustay_expire_flag + , adm.hospital_expire_flag +FROM icustays ie +inner join admissions adm + on ie.hadm_id = adm.hadm_id +inner join patients pat + on ie.subject_id = pat.subject_id +left join surgflag sf + on ie.icustay_id = sf.icustay_id +-- join to custom tables to get more data.... +left join gcs_first_day gcs + on ie.icustay_id = gcs.icustay_id +left join vitals_first_day vital + on ie.icustay_id = vital.icustay_id +left join urine_output_first_day uo + on ie.icustay_id = uo.icustay_id +left join ventilation_first_day vent + on ie.icustay_id = vent.icustay_id +) +, scorecomp as +( +select co.subject_id, co.hadm_id, co.icustay_id +, co.icustay_age_group +, co.icustay_expire_flag +, co.hospital_expire_flag + +-- Below code calculates the component scores needed for oasis +, case when preiculos is null then null + when preiculos < 10.2 then 5 + when preiculos < 297 then 3 + when preiculos < 1440 then 0 + when preiculos < 18708 then 1 + else 2 end as preiculos_score +, case when age is null then null + when age < 24 then 0 + when age <= 53 then 3 + when age <= 77 then 6 + when age <= 89 then 9 + when age >= 90 then 7 + else 0 end as age_score +, case when mingcs is null then null + when mingcs <= 7 then 10 + when mingcs < 14 then 4 + when mingcs = 14 then 3 + else 0 end as gcs_score +, case when heartrate_max is null then null + when heartrate_max > 125 then 6 + when heartrate_min < 33 then 4 + when heartrate_max >= 107 and heartrate_max <= 125 then 3 + when heartrate_max >= 89 and heartrate_max <= 106 then 1 + else 0 end as heartrate_score +, case when meanbp_min is null then null + when meanbp_min < 20.65 then 4 + when meanbp_min < 51 then 3 + when meanbp_max > 143.44 then 3 + when meanbp_min >= 51 and meanbp_min < 61.33 then 2 + else 0 end as meanbp_score +, case when resprate_min is null then null + when resprate_min < 6 then 10 + when resprate_max > 44 then 9 + when resprate_max > 30 then 6 + when resprate_max > 22 then 1 + when resprate_min < 13 then 1 else 0 + end as resprate_score +, case when tempc_max is null then null + when tempc_max > 39.88 then 6 + when tempc_min >= 33.22 and tempc_min <= 35.93 then 4 + when tempc_max >= 33.22 and tempc_max <= 35.93 then 4 + when tempc_min < 33.22 then 3 + when tempc_min > 35.93 and tempc_min <= 36.39 then 2 + when tempc_max >= 36.89 and tempc_max <= 39.88 then 2 + else 0 end as temp_score +, case when UrineOutput is null then null + when UrineOutput < 671.09 then 10 + when UrineOutput > 6896.80 then 8 + when UrineOutput >= 671.09 + and UrineOutput <= 1426.99 then 5 + when UrineOutput >= 1427.00 + and UrineOutput <= 2544.14 then 1 + else 0 end as urineoutput_score +, case when mechvent is null then null + when mechvent = 1 then 9 + else 0 end as mechvent_score +, case when electivesurgery is null then null + when electivesurgery = 1 then 0 + else 6 end as electivesurgery_score + + +-- The below code gives the component associated with each score +-- This is not needed to calculate oasis, but provided for user convenience. +-- If both the min/max are in the normal range (score of 0), then the average value is stored. +, preiculos +, age +, mingcs as gcs +, case when heartrate_max is null then null + when heartrate_max > 125 then heartrate_max + when heartrate_min < 33 then heartrate_min + when heartrate_max >= 107 and heartrate_max <= 125 then heartrate_max + when heartrate_max >= 89 and heartrate_max <= 106 then heartrate_max + else (heartrate_min+heartrate_max)/2 end as heartrate +, case when meanbp_min is null then null + when meanbp_min < 20.65 then meanbp_min + when meanbp_min < 51 then meanbp_min + when meanbp_max > 143.44 then meanbp_max + when meanbp_min >= 51 and meanbp_min < 61.33 then meanbp_min + else (meanbp_min+meanbp_max)/2 end as meanbp +, case when resprate_min is null then null + when resprate_min < 6 then resprate_min + when resprate_max > 44 then resprate_max + when resprate_max > 30 then resprate_max + when resprate_max > 22 then resprate_max + when resprate_min < 13 then resprate_min + else (resprate_min+resprate_max)/2 end as resprate +, case when tempc_max is null then null + when tempc_max > 39.88 then tempc_max + when tempc_min >= 33.22 and tempc_min <= 35.93 then tempc_min + when tempc_max >= 33.22 and tempc_max <= 35.93 then tempc_max + when tempc_min < 33.22 then tempc_min + when tempc_min > 35.93 and tempc_min <= 36.39 then tempc_min + when tempc_max >= 36.89 and tempc_max <= 39.88 then tempc_max + else (tempc_min+tempc_max)/2 end as temp +, UrineOutput +, mechvent +, electivesurgery +from cohort co +) +, score as +( +select s.* + , coalesce(age_score,0) + + coalesce(preiculos_score,0) + + coalesce(gcs_score,0) + + coalesce(heartrate_score,0) + + coalesce(meanbp_score,0) + + coalesce(resprate_score,0) + + coalesce(temp_score,0) + + coalesce(urineoutput_score,0) + + coalesce(mechvent_score,0) + + coalesce(electivesurgery_score,0) + as oasis +from scorecomp s +) +select + subject_id, hadm_id, icustay_id + , icustay_age_group + , hospital_expire_flag + , icustay_expire_flag + , oasis + -- Calculate the probability of in-hospital mortality + , 1 / (1 + exp(- (-6.1746 + 0.1275*(oasis) ))) as oasis_PROB + , age, age_score + , preiculos, preiculos_score + , gcs, gcs_score + , heartrate, heartrate_score + , meanbp, meanbp_score + , resprate, resprate_score + , temp, temp_score + , urineoutput, urineoutput_score + , mechvent, mechvent_score + , electivesurgery, electivesurgery_score +from score +order by icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/qsofa.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/qsofa.sql new file mode 100644 index 00000000..3e46029f --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/qsofa.sql @@ -0,0 +1,71 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS qsofa; CREATE TABLE qsofa AS +-- ------------------------------------------------------------------ +-- Title: Quick Sequential Organ Failure Assessment (qSOFA) +-- This query extracts the quick sequential organ failure assessment. +-- This score was a recent revision of SOFA, aiming to detect patients at risk of sepsis. +-- The score is calculated on the first day of each ICU patients' stay - though needn't be. +-- ------------------------------------------------------------------ + +-- Reference for qSOFA: +-- Singer M, et al. The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3) +-- Seymour CW, et al. Assessment of Clinical Criteria for Sepsis: For the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3) + +-- Variables used in qSOFA: +-- GCS, respiratory rate, systolic blood pressure + +-- The following views required to run this query: +-- 1) gcsfirstday - generated by gcs-first-day.sql +-- 2) vitalsfirstday - generated by vitals-first-day.sql + +-- Note: +-- The score is calculated for *all* ICU patients, with the assumption that the user will subselect appropriate ICUSTAY_IDs. +-- For example, the score is calculated for neonates, but it is likely inappropriate to actually use the score values for these patients. + +with scorecomp as +( +select ie.icustay_id + , v.sysbp_min + , v.resprate_max + , gcs.mingcs +FROM icustays ie +left join vitals_first_day v + on ie.icustay_id = v.icustay_id +left join gcs_first_day gcs + on ie.icustay_id = gcs.icustay_id +) +, scorecalc as +( + -- Calculate the final score + -- note that if the underlying data is missing, the component is null + -- eventually these are treated as 0 (normal), but knowing when data is missing is useful for debugging + select icustay_id + , case + when sysbp_min is null then null + when sysbp_min <= 100 then 1 + else 0 end + as sysbp_score + , case + when mingcs is null then null + when mingcs <= 13 then 1 + else 0 end + as gcs_score + , case + when resprate_max is null then null + when resprate_max >= 22 then 1 + else 0 end + as resprate_score + from scorecomp +) +select ie.subject_id, ie.hadm_id, ie.icustay_id +, coalesce(sysbp_score,0) + + coalesce(gcs_score,0) + + coalesce(resprate_score,0) + as qsofa +, sysbp_score +, gcs_score +, resprate_score +FROM icustays ie +left join scorecalc s + on ie.icustay_id = s.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/saps.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/saps.sql new file mode 100644 index 00000000..375c2fdb --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/saps.sql @@ -0,0 +1,336 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS saps; CREATE TABLE saps AS +-- ------------------------------------------------------------------ +-- Title: Simplified Acute Physiology Score (SAPS) +-- This query extracts the simplified acute physiology score. +-- This score is a measure of patient severity of illness. +-- The score is calculated on the first day of each ICU patients' stay. +-- ------------------------------------------------------------------ + +-- Reference for SAPS: +-- Jean-Roger Le Gall, Philippe Loirat, Annick Alperovitch, Paul Glaser, Claude Granthil, +-- Daniel Mathieu, Philippe Mercier, Remi Thomas, and Daniel Villers. +-- "A simplified acute physiology score for ICU patients." +-- Critical care medicine 12, no. 11 (1984): 975-977. + +-- Variables used in SAPS: +-- Age, GCS +-- VITALS: Heart rate, systolic blood pressure, temperature, respiration rate +-- FLAGS: ventilation/cpap +-- IO: urine output +-- LABS: blood urea nitrogen, hematocrit, WBC, glucose, potassium, sodium, HCO3 + +-- The following views are required to run this query: +-- 1) urine_output_first_day - generated by urine-output-first-day.sql +-- 2) vent_first_day - generated by ventilated-first-day.sql +-- 3) vitals_first_day - generated by vitals-first-day.sql +-- 4) gcs_first_day - generated by gcs-first-day.sql +-- 5) labs_first_day - generated by labs-first-day.sql + +-- Note: +-- The score is calculated for *all* ICU patients, with the assumption that the user will subselect appropriate ICUSTAY_IDs. +-- For example, the score is calculated for neonates, but it is likely inappropriate to actually use the score values for these patients. + +-- extract CPAP from the "Oxygen Delivery Device" fields +with cpap as +( + select ie.icustay_id + , max(CASE + WHEN lower(ce.value) LIKE '%cpap%' THEN 1 + WHEN lower(ce.value) LIKE '%bipap mask%' THEN 1 + else 0 end) as cpap + FROM icustays ie + inner join chartevents ce + on ie.icustay_id = ce.icustay_id + and ce.charttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + where itemid in + ( + -- TODO: when metavision data import fixed, check the values in 226732 match the value clause below + 467, 469, 226732 + ) + and (lower(ce.value) LIKE '%cpap%' or lower(ce.value) LIKE '%bipap mask%') + -- exclude rows marked as error + AND (ce.error IS NULL OR ce.error = 0) + group by ie.icustay_id +) +, cohort as +( +select ie.subject_id, ie.hadm_id, ie.icustay_id + , ie.intime + , ie.outtime + + -- the casts ensure the result is numeric.. we could equally extract EPOCH from the interval + -- however this code works in Oracle and Postgres + , DATETIME_DIFF(ie.intime, pat.dob, 'YEAR') as age + , gcs.mingcs + , vital.heartrate_max + , vital.heartrate_min + , vital.sysbp_max + , vital.sysbp_min + , vital.resprate_max + , vital.resprate_min + , vital.tempc_max + , vital.tempc_min + + , coalesce(vital.glucose_max, labs.glucose_max) as glucose_max + , coalesce(vital.glucose_min, labs.glucose_min) as glucose_min + + , labs.bun_max + , labs.bun_min + , labs.hematocrit_max + , labs.hematocrit_min + , labs.wbc_max + , labs.wbc_min + , labs.sodium_max + , labs.sodium_min + , labs.potassium_max + , labs.potassium_min + , labs.bicarbonate_max + , labs.bicarbonate_min + + , vent.vent as mechvent + , uo.urineoutput + + , cp.cpap + +FROM icustays ie +inner join admissions adm + on ie.hadm_id = adm.hadm_id +inner join patients pat + on ie.subject_id = pat.subject_id + +-- join to above view to get CPAP +left join cpap cp + on ie.icustay_id = cp.icustay_id + +-- join to custom tables to get more data.... +left join gcs_first_day gcs + on ie.icustay_id = gcs.icustay_id +left join vitals_first_day vital + on ie.icustay_id = vital.icustay_id +left join urine_output_first_day uo + on ie.icustay_id = uo.icustay_id +left join ventilation_first_day vent + on ie.icustay_id = vent.icustay_id +left join labs_first_day labs + on ie.icustay_id = labs.icustay_id +) +, scorecomp as +( +select + cohort.* + -- Below code calculates the component scores needed for SAPS + , case + when age is null then null + when age <= 45 then 0 + when age <= 55 then 1 + when age <= 65 then 2 + when age <= 75 then 3 + when age > 75 then 4 + end as age_score + , case + when heartrate_max is null then null + when heartrate_max >= 180 then 4 + when heartrate_min < 40 then 4 + when heartrate_max >= 140 then 3 + when heartrate_min <= 54 then 3 + when heartrate_max >= 110 then 2 + when heartrate_min <= 69 then 2 + when heartrate_max >= 70 and heartrate_max <= 109 + and heartrate_min >= 70 and heartrate_min <= 109 + then 0 + end as hr_score + , case + when sysbp_min is null then null + when sysbp_max >= 190 then 4 + when sysbp_min < 55 then 4 + when sysbp_max >= 150 then 2 + when sysbp_min <= 79 then 2 + when sysbp_max >= 80 and sysbp_max <= 149 + and sysbp_min >= 80 and sysbp_min <= 149 + then 0 + end as sysbp_score + + , case + when tempc_max is null then null + when tempc_max >= 41.0 then 4 + when tempc_min < 30.0 then 4 + when tempc_max >= 39.0 then 3 + when tempc_min <= 31.9 then 3 + when tempc_min <= 33.9 then 2 + when tempc_max > 38.4 then 1 + when tempc_min < 36.0 then 1 + when tempc_max >= 36.0 and tempc_max <= 38.4 + and tempc_min >= 36.0 and tempc_min <= 38.4 + then 0 + end as temp_score + + , case + when resprate_min is null then null + when resprate_max >= 50 then 4 + when resprate_min < 6 then 4 + when resprate_max >= 35 then 3 + when resprate_min <= 9 then 2 + when resprate_max >= 25 then 1 + when resprate_min <= 11 then 1 + when resprate_max >= 12 and resprate_max <= 24 + and resprate_min >= 12 and resprate_min <= 24 + then 0 + end as resp_score + + , case + when coalesce(mechvent,cpap) is null then null + when cpap = 1 then 3 + when mechvent = 1 then 3 + else 0 + end as vent_score + + , case + when UrineOutput is null then null + when UrineOutput > 5000.0 then 2 + when UrineOutput >= 3500.0 then 1 + when UrineOutput >= 700.0 then 0 + when UrineOutput >= 500.0 then 2 + when UrineOutput >= 200.0 then 3 + when UrineOutput < 200.0 then 4 + end as uo_score + + , case + when bun_max is null then null + when bun_max >= 55.0 then 4 + when bun_max >= 36.0 then 3 + when bun_max >= 29.0 then 2 + when bun_max >= 7.50 then 1 + when bun_min < 3.5 then 1 + when bun_max >= 3.5 and bun_max < 7.5 + and bun_min >= 3.5 and bun_min < 7.5 + then 0 + end as bun_score + + , case + when hematocrit_max is null then null + when hematocrit_max >= 60.0 then 4 + when hematocrit_min < 20.0 then 4 + when hematocrit_max >= 50.0 then 2 + when hematocrit_min < 30.0 then 2 + when hematocrit_max >= 46.0 then 1 + when hematocrit_max >= 30.0 and hematocrit_max < 46.0 + and hematocrit_min >= 30.0 and hematocrit_min < 46.0 + then 0 + end as hematocrit_score + + , case + when wbc_max is null then null + when wbc_max >= 40.0 then 4 + when wbc_min < 1.0 then 4 + when wbc_max >= 20.0 then 2 + when wbc_min < 3.0 then 2 + when wbc_max >= 15.0 then 1 + when wbc_max >= 3.0 and wbc_max < 15.0 + and wbc_min >= 3.0 and wbc_min < 15.0 + then 0 + end as wbc_score + + , case + when glucose_max is null then null + when glucose_max >= 44.5 then 4 + when glucose_min < 1.6 then 4 + when glucose_max >= 27.8 then 3 + when glucose_min < 2.8 then 3 + when glucose_min < 3.9 then 2 + when glucose_max >= 14.0 then 1 + when glucose_max >= 3.9 and glucose_max < 14.0 + and glucose_min >= 3.9 and glucose_min < 14.0 + then 0 + end as glucose_score + + , case + when potassium_max is null then null + when potassium_max >= 7.0 then 4 + when potassium_min < 2.5 then 4 + when potassium_max >= 6.0 then 3 + when potassium_min < 3.0 then 2 + when potassium_max >= 5.5 then 1 + when potassium_min < 3.5 then 1 + when potassium_max >= 3.5 and potassium_max < 5.5 + and potassium_min >= 3.5 and potassium_min < 5.5 + then 0 + end as potassium_score + + , case + when sodium_max is null then null + when sodium_max >= 180 then 4 + when sodium_min < 110 then 4 + when sodium_max >= 161 then 3 + when sodium_min < 120 then 3 + when sodium_max >= 156 then 2 + when sodium_min < 130 then 2 + when sodium_max >= 151 then 1 + when sodium_max >= 130 and sodium_max < 151 + and sodium_min >= 130 and sodium_min < 151 + then 0 + end as sodium_score + + , case + when bicarbonate_max is null then null + when bicarbonate_min < 5.0 then 4 + when bicarbonate_max >= 40.0 then 3 + when bicarbonate_min < 10.0 then 3 + when bicarbonate_max >= 30.0 then 1 + when bicarbonate_min < 20.0 then 1 + when bicarbonate_max >= 20.0 and bicarbonate_max < 30.0 + and bicarbonate_min >= 20.0 and bicarbonate_min < 30.0 + then 0 + end as bicarbonate_score + + , case + when mingcs is null then null + when mingcs < 3 then null -- erroneous value/on trach + when mingcs = 3 then 4 + when mingcs < 7 then 3 + when mingcs < 10 then 2 + when mingcs < 13 then 1 + when mingcs >= 13 + and mingcs <= 15 + then 0 + end as gcs_score +from cohort +) +select ie.subject_id, ie.hadm_id, ie.icustay_id +-- coalesce statements impute normal score of zero if data element is missing +, coalesce(age_score,0) ++ coalesce(hr_score,0) ++ coalesce(sysbp_score,0) ++ coalesce(resp_score,0) ++ coalesce(temp_score,0) ++ coalesce(uo_score,0) ++ coalesce(vent_score,0) ++ coalesce(bun_score,0) ++ coalesce(hematocrit_score,0) ++ coalesce(wbc_score,0) ++ coalesce(glucose_score,0) ++ coalesce(potassium_score,0) ++ coalesce(sodium_score,0) ++ coalesce(bicarbonate_score,0) ++ coalesce(gcs_score,0) + as SAPS +, age_score +, hr_score +, sysbp_score +, resp_score +, temp_score +, uo_score +, vent_score +, bun_score +, hematocrit_score +, wbc_score +, glucose_score +, potassium_score +, sodium_score +, bicarbonate_score +, gcs_score + +FROM icustays ie +left join scorecomp s + on ie.icustay_id = s.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/sapsii.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/sapsii.sql new file mode 100644 index 00000000..3ab3c344 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/sapsii.sql @@ -0,0 +1,384 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS sapsii; CREATE TABLE sapsii AS +-- ------------------------------------------------------------------ +-- Title: Simplified Acute Physiology Score II (SAPS II) +-- This query extracts the simplified acute physiology score II. +-- This score is a measure of patient severity of illness. +-- The score is calculated on the first day of each ICU patients' stay. +-- ------------------------------------------------------------------ + +-- Reference for SAPS II: +-- Le Gall, Jean-Roger, Stanley Lemeshow, and Fabienne Saulnier. +-- "A new simplified acute physiology score (SAPS II) based on a European/North American multicenter study." +-- JAMA 270, no. 24 (1993): 2957-2963. + +-- Variables used in SAPS II: +-- Age, GCS +-- VITALS: Heart rate, systolic blood pressure, temperature +-- FLAGS: ventilation/cpap +-- IO: urine output +-- LABS: PaO2/FiO2 ratio, blood urea nitrogen, WBC, potassium, sodium, HCO3 + +-- The following views are required to run this query: +-- 1) urine_output_first_day - generated by urine-output-first-day.sql +-- 2) ventilation_durations - generated by ventilation_durations.sql +-- 3) vitals_first_day - generated by vitals-first-day.sql +-- 4) gcs_first_day - generated by gcs-first-day.sql +-- 5) labs_first_day - generated by labs-first-day.sql +-- 6) blood_gas_arterial_first_day - generated by blood-gas-first-day-arterial.sql + +-- Note: +-- The score is calculated for *all* ICU patients, with the assumption that the user will subselect appropriate ICUSTAY_IDs. +-- For example, the score is calculated for neonates, but it is likely inappropriate to actually use the score values for these patients. + +-- extract CPAP from the "Oxygen Delivery Device" fields +with cpap as +( + select ie.icustay_id + , min(DATETIME_SUB(charttime, INTERVAL '1' HOUR)) as starttime + , max(DATETIME_ADD(charttime, INTERVAL '4' HOUR)) as endtime + , max(CASE + WHEN lower(ce.value) LIKE '%cpap%' THEN 1 + WHEN lower(ce.value) LIKE '%bipap mask%' THEN 1 + else 0 end) as cpap + FROM icustays ie + inner join chartevents ce + on ie.icustay_id = ce.icustay_id + and ce.charttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + where itemid in + ( + -- TODO: when metavision data import fixed, check the values in 226732 match the value clause below + 467, 469, 226732 + ) + and (lower(ce.value) LIKE '%cpap%' or lower(ce.value) LIKE '%bipap mask%') + -- exclude rows marked as error + AND (ce.error IS NULL OR ce.error = 0) + group by ie.icustay_id +) +-- extract a flag for surgical service +-- this combined with "elective" FROM admissions table defines elective/non-elective surgery +, surgflag as +( + select adm.hadm_id + , case when lower(curr_service) like '%surg%' then 1 else 0 end as surgical + , ROW_NUMBER() over + ( + PARTITION BY adm.HADM_ID + ORDER BY TRANSFERTIME + ) as serviceOrder + FROM admissions adm + left join services se + on adm.hadm_id = se.hadm_id +) +-- icd-9 diagnostic codes are our best source for comorbidity information +-- unfortunately, they are technically a-causal +-- however, this shouldn't matter too much for the SAPS II comorbidities +, comorb as +( +select hadm_id +-- these are slightly different than elixhauser comorbidities, but based on them +-- they include some non-comorbid ICD-9 codes (e.g. 20302, relapse of multiple myeloma) + , max(CASE + when SUBSTR(icd9_code,1,3) BETWEEN '042' AND '044' THEN 1 + end) as aids /* HIV and AIDS */ + , max(CASE + when icd9_code between '20000' and '20238' then 1 -- lymphoma + when icd9_code between '20240' and '20248' then 1 -- leukemia + when icd9_code between '20250' and '20302' then 1 -- lymphoma + when icd9_code between '20310' and '20312' then 1 -- leukemia + when icd9_code between '20302' and '20382' then 1 -- lymphoma + when icd9_code between '20400' and '20522' then 1 -- chronic leukemia + when icd9_code between '20580' and '20702' then 1 -- other myeloid leukemia + when icd9_code between '20720' and '20892' then 1 -- other myeloid leukemia + when SUBSTR(icd9_code,1,4) = '2386' then 1 -- lymphoma + when SUBSTR(icd9_code,1,4) = '2733' then 1 -- lymphoma + end) as hem + , max(CASE + when SUBSTR(icd9_code,1,4) BETWEEN '1960' AND '1991' THEN 1 + when icd9_code between '20970' and '20975' then 1 + when icd9_code = '20979' then 1 + when icd9_code = '78951' then 1 + end) as mets /* Metastatic cancer */ + from diagnoses_icd + group by hadm_id +) +, pafi1 as +( + -- join blood gas to ventilation durations to determine if patient was vent + -- also join to cpap table for the same purpose + select bg.icustay_id, bg.charttime + , pao2fio2 + , case when vd.icustay_id is not null then 1 else 0 end as vent + , case when cp.icustay_id is not null then 1 else 0 end as cpap + from blood_gas_first_day_arterial bg + left join ventilation_durations vd + on bg.icustay_id = vd.icustay_id + and bg.charttime >= vd.starttime + and bg.charttime <= vd.endtime + left join cpap cp + on bg.icustay_id = cp.icustay_id + and bg.charttime >= cp.starttime + and bg.charttime <= cp.endtime +) +, pafi2 as +( + -- get the minimum PaO2/FiO2 ratio *only for ventilated/cpap patients* + select icustay_id + , min(pao2fio2) as pao2fio2_vent_min + from pafi1 + where vent = 1 or cpap = 1 + group by icustay_id +) +, cohort as +( +select ie.subject_id, ie.hadm_id, ie.icustay_id + , ie.intime + , ie.outtime + + -- the casts ensure the result is numeric.. we could equally extract EPOCH from the interval + -- however this code works in Oracle and Postgres + , DATETIME_DIFF(ie.intime, pat.dob, 'YEAR') as age + + , vital.heartrate_max + , vital.heartrate_min + , vital.sysbp_max + , vital.sysbp_min + , vital.tempc_max + , vital.tempc_min + + -- this value is non-null iff the patient is on vent/cpap + , pf.pao2fio2_vent_min + + , uo.urineoutput + + , labs.bun_min + , labs.bun_max + , labs.wbc_min + , labs.wbc_max + , labs.potassium_min + , labs.potassium_max + , labs.sodium_min + , labs.sodium_max + , labs.bicarbonate_min + , labs.bicarbonate_max + , labs.bilirubin_min + , labs.bilirubin_max + + , gcs.mingcs + + , comorb.aids + , comorb.hem + , comorb.mets + + , case + when adm.ADMISSION_TYPE = 'ELECTIVE' and sf.surgical = 1 + then 'ScheduledSurgical' + when adm.ADMISSION_TYPE != 'ELECTIVE' and sf.surgical = 1 + then 'UnscheduledSurgical' + else 'Medical' + end as admissiontype + + +FROM icustays ie +inner join admissions adm + on ie.hadm_id = adm.hadm_id +inner join patients pat + on ie.subject_id = pat.subject_id + +-- join to above views +left join pafi2 pf + on ie.icustay_id = pf.icustay_id +left join surgflag sf + on adm.hadm_id = sf.hadm_id and sf.serviceOrder = 1 +left join comorb + on ie.hadm_id = comorb.hadm_id + +-- join to custom tables to get more data.... +left join gcs_first_day gcs + on ie.icustay_id = gcs.icustay_id +left join vitals_first_day vital + on ie.icustay_id = vital.icustay_id +left join urine_output_first_day uo + on ie.icustay_id = uo.icustay_id +left join labs_first_day labs + on ie.icustay_id = labs.icustay_id +) +, scorecomp as +( +select + cohort.* + -- Below code calculates the component scores needed for SAPS + , case + when age is null then null + when age < 40 then 0 + when age < 60 then 7 + when age < 70 then 12 + when age < 75 then 15 + when age < 80 then 16 + when age >= 80 then 18 + end as age_score + + , case + when heartrate_max is null then null + when heartrate_min < 40 then 11 + when heartrate_max >= 160 then 7 + when heartrate_max >= 120 then 4 + when heartrate_min < 70 then 2 + when heartrate_max >= 70 and heartrate_max < 120 + and heartrate_min >= 70 and heartrate_min < 120 + then 0 + end as hr_score + + , case + when sysbp_min is null then null + when sysbp_min < 70 then 13 + when sysbp_min < 100 then 5 + when sysbp_max >= 200 then 2 + when sysbp_max >= 100 and sysbp_max < 200 + and sysbp_min >= 100 and sysbp_min < 200 + then 0 + end as sysbp_score + + , case + when tempc_max is null then null + when tempc_min < 39.0 then 0 + when tempc_max >= 39.0 then 3 + end as temp_score + + , case + when pao2fio2_vent_min is null then null + when pao2fio2_vent_min < 100 then 11 + when pao2fio2_vent_min < 200 then 9 + when pao2fio2_vent_min >= 200 then 6 + end as pao2fio2_score + + , case + when urineoutput is null then null + when urineoutput < 500.0 then 11 + when urineoutput < 1000.0 then 4 + when urineoutput >= 1000.0 then 0 + end as uo_score + + , case + when bun_max is null then null + when bun_max < 28.0 then 0 + when bun_max < 84.0 then 6 + when bun_max >= 84.0 then 10 + end as bun_score + + , case + when wbc_max is null then null + when wbc_min < 1.0 then 12 + when wbc_max >= 20.0 then 3 + when wbc_max >= 1.0 and wbc_max < 20.0 + and wbc_min >= 1.0 and wbc_min < 20.0 + then 0 + end as wbc_score + + , case + when potassium_max is null then null + when potassium_min < 3.0 then 3 + when potassium_max >= 5.0 then 3 + when potassium_max >= 3.0 and potassium_max < 5.0 + and potassium_min >= 3.0 and potassium_min < 5.0 + then 0 + end as potassium_score + + , case + when sodium_max is null then null + when sodium_min < 125 then 5 + when sodium_max >= 145 then 1 + when sodium_max >= 125 and sodium_max < 145 + and sodium_min >= 125 and sodium_min < 145 + then 0 + end as sodium_score + + , case + when bicarbonate_max is null then null + when bicarbonate_min < 15.0 then 5 + when bicarbonate_min < 20.0 then 3 + when bicarbonate_max >= 20.0 + and bicarbonate_min >= 20.0 + then 0 + end as bicarbonate_score + + , case + when bilirubin_max is null then null + when bilirubin_max < 4.0 then 0 + when bilirubin_max < 6.0 then 4 + when bilirubin_max >= 6.0 then 9 + end as bilirubin_score + + , case + when mingcs is null then null + when mingcs < 3 then null -- erroneous value/on trach + when mingcs < 6 then 26 + when mingcs < 9 then 13 + when mingcs < 11 then 7 + when mingcs < 14 then 5 + when mingcs >= 14 + and mingcs <= 15 + then 0 + end as gcs_score + + , case + when aids = 1 then 17 + when hem = 1 then 10 + when mets = 1 then 9 + else 0 + end as comorbidity_score + + , case + when admissiontype = 'ScheduledSurgical' then 0 + when admissiontype = 'Medical' then 6 + when admissiontype = 'UnscheduledSurgical' then 8 + else null + end as admissiontype_score + +from cohort +) +-- Calculate SAPS II here so we can use it in the probability calculation below +, score as +( + select s.* + -- coalesce statements impute normal score of zero if data element is missing + , coalesce(age_score,0) + + coalesce(hr_score,0) + + coalesce(sysbp_score,0) + + coalesce(temp_score,0) + + coalesce(pao2fio2_score,0) + + coalesce(uo_score,0) + + coalesce(bun_score,0) + + coalesce(wbc_score,0) + + coalesce(potassium_score,0) + + coalesce(sodium_score,0) + + coalesce(bicarbonate_score,0) + + coalesce(bilirubin_score,0) + + coalesce(gcs_score,0) + + coalesce(comorbidity_score,0) + + coalesce(admissiontype_score,0) + as sapsii + from scorecomp s +) +select ie.subject_id, ie.hadm_id, ie.icustay_id +, sapsii +, 1 / (1 + exp(- (-7.7631 + 0.0737*(sapsii) + 0.9971*(ln(sapsii + 1))) )) as sapsii_prob +, age_score +, hr_score +, sysbp_score +, temp_score +, pao2fio2_score +, uo_score +, bun_score +, wbc_score +, potassium_score +, sodium_score +, bicarbonate_score +, bilirubin_score +, gcs_score +, comorbidity_score +, admissiontype_score +FROM icustays ie +left join score s + on ie.icustay_id = s.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/sirs.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/sirs.sql new file mode 100644 index 00000000..ce182e57 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/sirs.sql @@ -0,0 +1,113 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS sirs; CREATE TABLE sirs AS +-- ------------------------------------------------------------------ +-- Title: Systemic inflammatory response syndrome (SIRS) criteria +-- This query extracts the Systemic inflammatory response syndrome (SIRS) criteria +-- The criteria quantify the level of inflammatory response of the body +-- The score is calculated on the first day of each ICU patients' stay. +-- ------------------------------------------------------------------ + +-- Reference for SIRS: +-- American College of Chest Physicians/Society of Critical Care Medicine Consensus Conference: +-- definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis" +-- Crit. Care Med. 20 (6): 864–74. 1992. +-- doi:10.1097/00003246-199206000-00025. PMID 1597042. + +-- Variables used in SIRS: +-- Body temperature (min and max) +-- Heart rate (max) +-- Respiratory rate (max) +-- PaCO2 (min) +-- White blood cell count (min and max) +-- the presence of greater than 10% immature neutrophils (band forms) + +-- The following views required to run this query: +-- 1) vitals_first_day - generated by vitals-first-day.sql +-- 2) labs_first_day - generated by labs-first-day.sql +-- 3) blood_gas_first_day_arterial - generated by blood-gas-first-day-arterial.sql + +-- Note: +-- The score is calculated for *all* ICU patients, with the assumption that the user will subselect appropriate ICUSTAY_IDs. +-- For example, the score is calculated for neonates, but it is likely inappropriate to actually use the score values for these patients. + +with bg as +( + -- join blood gas to ventilation durations to determine if patient was vent + select bg.icustay_id + , min(pco2) as paco2_min + from blood_gas_first_day_arterial bg + where specimen_pred = 'ART' + group by bg.icustay_id +) +-- Aggregate the components for the score +, scorecomp as +( +select ie.icustay_id + , v.tempc_min + , v.tempc_max + , v.heartrate_max + , v.resprate_max + , bg.paco2_min + , l.wbc_min + , l.wbc_max + , l.bands_max +FROM icustays ie +left join bg + on ie.icustay_id = bg.icustay_id +left join vitals_first_day v + on ie.icustay_id = v.icustay_id +left join labs_first_day l + on ie.icustay_id = l.icustay_id +) +, scorecalc as +( + -- Calculate the final score + -- note that if the underlying data is missing, the component is null + -- eventually these are treated as 0 (normal), but knowing when data is missing is useful for debugging + select icustay_id + + , case + when tempc_min < 36.0 then 1 + when tempc_max > 38.0 then 1 + when tempc_min is null then null + else 0 + end as temp_score + + + , case + when heartrate_max > 90.0 then 1 + when heartrate_max is null then null + else 0 + end as heartrate_score + + , case + when resprate_max > 20.0 then 1 + when paco2_min < 32.0 then 1 + when coalesce(resprate_max, paco2_min) is null then null + else 0 + end as resp_score + + , case + when wbc_min < 4.0 then 1 + when wbc_max > 12.0 then 1 + when bands_max > 10 then 1-- > 10% immature neurophils (band forms) + when coalesce(wbc_min, bands_max) is null then null + else 0 + end as wbc_score + + from scorecomp +) +select + ie.subject_id, ie.hadm_id, ie.icustay_id + -- Combine all the scores to get SOFA + -- Impute 0 if the score is missing + , coalesce(temp_score,0) + + coalesce(heartrate_score,0) + + coalesce(resp_score,0) + + coalesce(wbc_score,0) + as sirs + , temp_score, heartrate_score, resp_score, wbc_score +FROM icustays ie +left join scorecalc s + on ie.icustay_id = s.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/sofa.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/sofa.sql new file mode 100644 index 00000000..98879299 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/severityscores/sofa.sql @@ -0,0 +1,272 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS sofa; CREATE TABLE sofa AS +-- ------------------------------------------------------------------ +-- Title: Sequential Organ Failure Assessment (SOFA) +-- This query extracts the sequential organ failure assessment (formally: sepsis-related organ failure assessment). +-- This score is a measure of organ failure for patients in the ICU. +-- The score is calculated on the first day of each ICU patients' stay. +-- ------------------------------------------------------------------ + +-- Reference for SOFA: +-- Jean-Louis Vincent, Rui Moreno, Jukka Takala, Sheila Willatts, Arnaldo De Mendonça, +-- Hajo Bruining, C. K. Reinhart, Peter M Suter, and L. G. Thijs. +-- "The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure." +-- Intensive care medicine 22, no. 7 (1996): 707-710. + +-- Variables used in SOFA: +-- GCS, MAP, FiO2, Ventilation status (sourced FROM chartevents) +-- Creatinine, Bilirubin, FiO2, PaO2, Platelets (sourced FROM labevents) +-- Dobutamine, Epinephrine, Norepinephrine (sourced FROM inputevents_mv and INPUTEVENTS_CV) +-- Urine output (sourced from OUTPUTEVENTS) + +-- The following views required to run this query: +-- 1) urine_output_first_day - generated by urine-output-first-day.sql +-- 2) vitals_first_day - generated by vitals-first-day.sql +-- 3) gcs_first_day - generated by gcs-first-day.sql +-- 4) labs_first_day - generated by labs-first-day.sql +-- 5) blood_gas_first_day_arterial - generated by blood-gas-first-day-arterial.sql +-- 6) echodata - generated by echo-data.sql +-- 7) ventilation_durations - generated by ventilation_durations.sql + +-- Note: +-- The score is calculated for *all* ICU patients, with the assumption that the user will subselect appropriate ICUSTAY_IDs. +-- For example, the score is calculated for neonates, but it is likely inappropriate to actually use the score values for these patients. + +with wt AS +( + SELECT ie.icustay_id + -- ensure weight is measured in kg + , avg(CASE + WHEN itemid IN (762, 763, 3723, 3580, 226512) + THEN valuenum + -- convert lbs to kgs + WHEN itemid IN (3581) + THEN valuenum * 0.45359237 + WHEN itemid IN (3582) + THEN valuenum * 0.0283495231 + ELSE null + END) AS weight + + FROM icustays ie + left join chartevents c + on ie.icustay_id = c.icustay_id + WHERE valuenum IS NOT NULL + AND itemid IN + ( + 762, 763, 3723, 3580, -- Weight Kg + 3581, -- Weight lb + 3582, -- Weight oz + 226512 -- Metavision: Admission Weight (Kg) + ) + AND valuenum != 0 + and charttime between DATETIME_SUB(ie.intime, INTERVAL '1' DAY) and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + -- exclude rows marked as error + AND (c.error IS NULL OR c.error = 0) + group by ie.icustay_id +) +-- 5% of patients are missing a weight, but we can impute weight using their echo notes +, echo2 as( + select ie.icustay_id, avg(weight * 0.45359237) as weight + FROM icustays ie + left join echo_data echo + on ie.hadm_id = echo.hadm_id + and echo.charttime > DATETIME_SUB(ie.intime, INTERVAL '7' DAY) + and echo.charttime < DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + group by ie.icustay_id +) +, vaso_cv as +( + select ie.icustay_id + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case + when itemid = 30047 then rate / coalesce(wt.weight,ec.weight) -- measured in mcgmin + when itemid = 30120 then rate -- measured in mcgkgmin ** there are clear errors, perhaps actually mcgmin + else null + end) as rate_norepinephrine + + , max(case + when itemid = 30044 then rate / coalesce(wt.weight,ec.weight) -- measured in mcgmin + when itemid in (30119,30309) then rate -- measured in mcgkgmin + else null + end) as rate_epinephrine + + , max(case when itemid in (30043,30307) then rate end) as rate_dopamine + , max(case when itemid in (30042,30306) then rate end) as rate_dobutamine + + FROM icustays ie + inner join inputevents_cv cv + on ie.icustay_id = cv.icustay_id and cv.charttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + left join wt + on ie.icustay_id = wt.icustay_id + left join echo2 ec + on ie.icustay_id = ec.icustay_id + where itemid in (30047,30120,30044,30119,30309,30043,30307,30042,30306) + and rate is not null + group by ie.icustay_id +) +, vaso_mv as +( + select ie.icustay_id + -- case statement determining whether the ITEMID is an instance of vasopressor usage + , max(case when itemid = 221906 then rate end) as rate_norepinephrine + , max(case when itemid = 221289 then rate end) as rate_epinephrine + , max(case when itemid = 221662 then rate end) as rate_dopamine + , max(case when itemid = 221653 then rate end) as rate_dobutamine + FROM icustays ie + inner join inputevents_mv mv + on ie.icustay_id = mv.icustay_id and mv.starttime between ie.intime and DATETIME_ADD(ie.intime, INTERVAL '1' DAY) + where itemid in (221906,221289,221662,221653) + -- 'Rewritten' orders are not delivered to the patient + and statusdescription != 'Rewritten' + group by ie.icustay_id +) +, pafi1 as +( + -- join blood gas to ventilation durations to determine if patient was vent + select bg.icustay_id, bg.charttime + , pao2fio2 + , case when vd.icustay_id is not null then 1 else 0 end as isvent + from blood_gas_first_day_arterial bg + left join ventilation_durations vd + on bg.icustay_id = vd.icustay_id + and bg.charttime >= vd.starttime + and bg.charttime <= vd.endtime + order by bg.icustay_id, bg.charttime +) +, pafi2 as +( + -- because pafi has an interaction between vent/PaO2:FiO2, we need two columns for the score + -- it can happen that the lowest unventilated PaO2/FiO2 is 68, but the lowest ventilated PaO2/FiO2 is 120 + -- in this case, the SOFA score is 3, *not* 4. + select icustay_id + , min(case when isvent = 0 then pao2fio2 else null end) as pao2fio2_novent_min + , min(case when isvent = 1 then pao2fio2 else null end) as pao2fio2_vent_min + from pafi1 + group by icustay_id +) +-- Aggregate the components for the score +, scorecomp as +( +select ie.icustay_id + , v.meanbp_min + , coalesce(cv.rate_norepinephrine, mv.rate_norepinephrine) as rate_norepinephrine + , coalesce(cv.rate_epinephrine, mv.rate_epinephrine) as rate_epinephrine + , coalesce(cv.rate_dopamine, mv.rate_dopamine) as rate_dopamine + , coalesce(cv.rate_dobutamine, mv.rate_dobutamine) as rate_dobutamine + + , l.creatinine_max + , l.bilirubin_max + , l.platelet_min + + , pf.pao2fio2_novent_min + , pf.pao2fio2_vent_min + + , uo.urineoutput + + , gcs.mingcs +FROM icustays ie +left join vaso_cv cv + on ie.icustay_id = cv.icustay_id +left join vaso_mv mv + on ie.icustay_id = mv.icustay_id +left join pafi2 pf + on ie.icustay_id = pf.icustay_id +left join vitals_first_day v + on ie.icustay_id = v.icustay_id +left join labs_first_day l + on ie.icustay_id = l.icustay_id +left join urine_output_first_day uo + on ie.icustay_id = uo.icustay_id +left join gcs_first_day gcs + on ie.icustay_id = gcs.icustay_id +) +, scorecalc as +( + -- Calculate the final score + -- note that if the underlying data is missing, the component is null + -- eventually these are treated as 0 (normal), but knowing when data is missing is useful for debugging + select icustay_id + -- Respiration + , case + when pao2fio2_vent_min < 100 then 4 + when pao2fio2_vent_min < 200 then 3 + when pao2fio2_novent_min < 300 then 2 + when pao2fio2_novent_min < 400 then 1 + when coalesce(pao2fio2_vent_min, pao2fio2_novent_min) is null then null + else 0 + end as respiration + + -- Coagulation + , case + when platelet_min < 20 then 4 + when platelet_min < 50 then 3 + when platelet_min < 100 then 2 + when platelet_min < 150 then 1 + when platelet_min is null then null + else 0 + end as coagulation + + -- Liver + , case + -- Bilirubin checks in mg/dL + when bilirubin_max >= 12.0 then 4 + when bilirubin_max >= 6.0 then 3 + when bilirubin_max >= 2.0 then 2 + when bilirubin_max >= 1.2 then 1 + when bilirubin_max is null then null + else 0 + end as liver + + -- Cardiovascular + , case + when rate_dopamine > 15 or rate_epinephrine > 0.1 or rate_norepinephrine > 0.1 then 4 + when rate_dopamine > 5 or rate_epinephrine <= 0.1 or rate_norepinephrine <= 0.1 then 3 + when rate_dopamine > 0 or rate_dobutamine > 0 then 2 + when meanbp_min < 70 then 1 + when coalesce(meanbp_min, rate_dopamine, rate_dobutamine, rate_epinephrine, rate_norepinephrine) is null then null + else 0 + end as cardiovascular + + -- Neurological failure (GCS) + , case + when (mingcs >= 13 and mingcs <= 14) then 1 + when (mingcs >= 10 and mingcs <= 12) then 2 + when (mingcs >= 6 and mingcs <= 9) then 3 + when mingcs < 6 then 4 + when mingcs is null then null + else 0 end + as cns + + -- Renal failure - high creatinine or low urine output + , case + when (creatinine_max >= 5.0) then 4 + when urineoutput < 200 then 4 + when (creatinine_max >= 3.5 and creatinine_max < 5.0) then 3 + when urineoutput < 500 then 3 + when (creatinine_max >= 2.0 and creatinine_max < 3.5) then 2 + when (creatinine_max >= 1.2 and creatinine_max < 2.0) then 1 + when coalesce(urineoutput, creatinine_max) is null then null + else 0 end + as renal + from scorecomp +) +select ie.subject_id, ie.hadm_id, ie.icustay_id + -- Combine all the scores to get SOFA + -- Impute 0 if the score is missing + , coalesce(respiration,0) + + coalesce(coagulation,0) + + coalesce(liver,0) + + coalesce(cardiovascular,0) + + coalesce(cns,0) + + coalesce(renal,0) + as SOFA +, respiration +, coagulation +, liver +, cardiovascular +, cns +, renal +FROM icustays ie +left join scorecalc s + on ie.icustay_id = s.icustay_id +order by ie.icustay_id; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/treatment/abx_prescriptions_list.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/treatment/abx_prescriptions_list.sql new file mode 100644 index 00000000..235e2cf0 --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/treatment/abx_prescriptions_list.sql @@ -0,0 +1,175 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS abx_prescriptions_list; CREATE TABLE abx_prescriptions_list AS +with t1 as +( + select + drug, drug_name_generic + , route + , case + when lower(drug) like '%adoxa%' then 1 + when lower(drug) like '%ala-tet%' then 1 + when lower(drug) like '%alodox%' then 1 + when lower(drug) like '%amikacin%' then 1 + when lower(drug) like '%amikin%' then 1 + when lower(drug) like '%amoxicillin%' then 1 + when lower(drug) like '%amoxicillin%clavulanate%' then 1 + when lower(drug) like '%clavulanate%' then 1 + when lower(drug) like '%ampicillin%' then 1 + when lower(drug) like '%augmentin%' then 1 + when lower(drug) like '%avelox%' then 1 + when lower(drug) like '%avidoxy%' then 1 + when lower(drug) like '%azactam%' then 1 + when lower(drug) like '%azithromycin%' then 1 + when lower(drug) like '%aztreonam%' then 1 + when lower(drug) like '%axetil%' then 1 + when lower(drug) like '%bactocill%' then 1 + when lower(drug) like '%bactrim%' then 1 + when lower(drug) like '%bethkis%' then 1 + when lower(drug) like '%biaxin%' then 1 + when lower(drug) like '%bicillin l-a%' then 1 + when lower(drug) like '%cayston%' then 1 + when lower(drug) like '%cefazolin%' then 1 + when lower(drug) like '%cedax%' then 1 + when lower(drug) like '%cefoxitin%' then 1 + when lower(drug) like '%ceftazidime%' then 1 + when lower(drug) like '%cefaclor%' then 1 + when lower(drug) like '%cefadroxil%' then 1 + when lower(drug) like '%cefdinir%' then 1 + when lower(drug) like '%cefditoren%' then 1 + when lower(drug) like '%cefepime%' then 1 + when lower(drug) like '%cefotetan%' then 1 + when lower(drug) like '%cefotaxime%' then 1 + when lower(drug) like '%cefpodoxime%' then 1 + when lower(drug) like '%cefprozil%' then 1 + when lower(drug) like '%ceftibuten%' then 1 + when lower(drug) like '%ceftin%' then 1 + when lower(drug) like '%cefuroxime %' then 1 + when lower(drug) like '%cefuroxime%' then 1 + when lower(drug) like '%cephalexin%' then 1 + when lower(drug) like '%chloramphenicol%' then 1 + when lower(drug) like '%cipro%' then 1 + when lower(drug) like '%ciprofloxacin%' then 1 + when lower(drug) like '%claforan%' then 1 + when lower(drug) like '%clarithromycin%' then 1 + when lower(drug) like '%cleocin%' then 1 + when lower(drug) like '%clindamycin%' then 1 + when lower(drug) like '%cubicin%' then 1 + when lower(drug) like '%dicloxacillin%' then 1 + when lower(drug) like '%doryx%' then 1 + when lower(drug) like '%doxycycline%' then 1 + when lower(drug) like '%duricef%' then 1 + when lower(drug) like '%dynacin%' then 1 + when lower(drug) like '%ery-tab%' then 1 + when lower(drug) like '%eryped%' then 1 + when lower(drug) like '%eryc%' then 1 + when lower(drug) like '%erythrocin%' then 1 + when lower(drug) like '%erythromycin%' then 1 + when lower(drug) like '%factive%' then 1 + when lower(drug) like '%flagyl%' then 1 + when lower(drug) like '%fortaz%' then 1 + when lower(drug) like '%furadantin%' then 1 + when lower(drug) like '%garamycin%' then 1 + when lower(drug) like '%gentamicin%' then 1 + when lower(drug) like '%kanamycin%' then 1 + when lower(drug) like '%keflex%' then 1 + when lower(drug) like '%ketek%' then 1 + when lower(drug) like '%levaquin%' then 1 + when lower(drug) like '%levofloxacin%' then 1 + when lower(drug) like '%lincocin%' then 1 + when lower(drug) like '%macrobid%' then 1 + when lower(drug) like '%macrodantin%' then 1 + when lower(drug) like '%maxipime%' then 1 + when lower(drug) like '%mefoxin%' then 1 + when lower(drug) like '%metronidazole%' then 1 + when lower(drug) like '%minocin%' then 1 + when lower(drug) like '%minocycline%' then 1 + when lower(drug) like '%monodox%' then 1 + when lower(drug) like '%monurol%' then 1 + when lower(drug) like '%morgidox%' then 1 + when lower(drug) like '%moxatag%' then 1 + when lower(drug) like '%moxifloxacin%' then 1 + when lower(drug) like '%myrac%' then 1 + when lower(drug) like '%nafcillin sodium%' then 1 + when lower(drug) like '%nicazel doxy 30%' then 1 + when lower(drug) like '%nitrofurantoin%' then 1 + when lower(drug) like '%noroxin%' then 1 + when lower(drug) like '%ocudox%' then 1 + when lower(drug) like '%ofloxacin%' then 1 + when lower(drug) like '%omnicef%' then 1 + when lower(drug) like '%oracea%' then 1 + when lower(drug) like '%oraxyl%' then 1 + when lower(drug) like '%oxacillin%' then 1 + when lower(drug) like '%pc pen vk%' then 1 + when lower(drug) like '%pce dispertab%' then 1 + when lower(drug) like '%panixine%' then 1 + when lower(drug) like '%pediazole%' then 1 + when lower(drug) like '%penicillin%' then 1 + when lower(drug) like '%periostat%' then 1 + when lower(drug) like '%pfizerpen%' then 1 + when lower(drug) like '%piperacillin%' then 1 + when lower(drug) like '%tazobactam%' then 1 + when lower(drug) like '%primsol%' then 1 + when lower(drug) like '%proquin%' then 1 + when lower(drug) like '%raniclor%' then 1 + when lower(drug) like '%rifadin%' then 1 + when lower(drug) like '%rifampin%' then 1 + when lower(drug) like '%rocephin%' then 1 + when lower(drug) like '%smz-tmp%' then 1 + when lower(drug) like '%septra%' then 1 + when lower(drug) like '%septra ds%' then 1 + when lower(drug) like '%septra%' then 1 + when lower(drug) like '%solodyn%' then 1 + when lower(drug) like '%spectracef%' then 1 + when lower(drug) like '%streptomycin sulfate%' then 1 + when lower(drug) like '%sulfadiazine%' then 1 + when lower(drug) like '%sulfamethoxazole%' then 1 + when lower(drug) like '%trimethoprim%' then 1 + when lower(drug) like '%sulfatrim%' then 1 + when lower(drug) like '%sulfisoxazole%' then 1 + when lower(drug) like '%suprax%' then 1 + when lower(drug) like '%synercid%' then 1 + when lower(drug) like '%tazicef%' then 1 + when lower(drug) like '%tetracycline%' then 1 + when lower(drug) like '%timentin%' then 1 + when lower(drug) like '%tobi%' then 1 + when lower(drug) like '%tobramycin%' then 1 + when lower(drug) like '%trimethoprim%' then 1 + when lower(drug) like '%unasyn%' then 1 + when lower(drug) like '%vancocin%' then 1 + when lower(drug) like '%vancomycin%' then 1 + when lower(drug) like '%vantin%' then 1 + when lower(drug) like '%vibativ%' then 1 + when lower(drug) like '%vibra-tabs%' then 1 + when lower(drug) like '%vibramycin%' then 1 + when lower(drug) like '%zinacef%' then 1 + when lower(drug) like '%zithromax%' then 1 + when lower(drug) like '%zmax%' then 1 + when lower(drug) like '%zosyn%' then 1 + when lower(drug) like '%zyvox%' then 1 + else 0 + end as antibiotic + from mimiciii_clinical.prescriptions + where drug_type in ('MAIN','ADDITIVE') + -- we exclude routes via the eye, ears, or topically + and route not in ('OU','OS','OD','AU','AS','AD', 'TP') + and lower(route) not like '%ear%' + and lower(route) not like '%eye%' + -- we exclude certain types of antibiotics: topical creams, gels, desens, etc + and lower(drug) not like '%cream%' + and lower(drug) not like '%desensitization%' + and lower(drug) not like '%ophth oint%' + and lower(drug) not like '%gel%' + -- other routes not sure about... + -- for sure keep: ('IV','PO','PO/NG','ORAL', 'IV DRIP', 'IV BOLUS') + -- ? VT, PB, PR, PL, NS, NG, NEB, NAS, LOCK, J TUBE, IVT + -- ? IT, IRR, IP, IO, INHALATION, IN, IM + -- ? IJ, IH, G TUBE, DIALYS + -- ?? enemas?? +) +select + drug --, drug_name_generic + , count(*) as numobs +from t1 +where antibiotic = 1 +group by drug --, drug_name_generic +order by numobs desc; diff --git a/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/treatment/suspicion_of_infection.sql b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/treatment/suspicion_of_infection.sql new file mode 100644 index 00000000..e7a62a9b --- /dev/null +++ b/examples/mia/LOS/mimiciii_prepration/mimic-code/concepts_postgres/treatment/suspicion_of_infection.sql @@ -0,0 +1,139 @@ +-- THIS SCRIPT IS AUTOMATICALLY GENERATED. DO NOT EDIT IT DIRECTLY. +DROP TABLE IF EXISTS suspicion_of_infection; CREATE TABLE suspicion_of_infection AS +-- defines suspicion of infection using prescriptions + microbiologyevents +with abx as +( + select pr.hadm_id + , pr.drug as antibiotic_name + , pr.startdate as antibiotic_time + , pr.enddate as antibiotic_endtime + from mimiciii_clinical.prescriptions pr + -- inner join to subselect to only antibiotic prescriptions + inner join mimiciii_derived.abx_prescriptions_list ab + on pr.drug = ab.drug +) +-- get cultures for each icustay +-- note this duplicates prescriptions +-- each ICU stay in the same hospitalization will get a copy of all prescriptions for that hospitalization +, ab_tbl as +( + select + ie.subject_id, ie.hadm_id, ie.icustay_id + , ie.intime, ie.outtime + , abx.antibiotic_name + , abx.antibiotic_time + , abx.antibiotic_endtime + from mimiciii_clinical.icustays ie + left join abx + on ie.hadm_id = abx.hadm_id +) +, me as +( + select hadm_id + , chartdate, charttime + , spec_type_desc + , max(case when org_name is not null and org_name != '' then 1 else 0 end) as PositiveCulture + from mimiciii_clinical.microbiologyevents + group by hadm_id, chartdate, charttime, spec_type_desc +) +, ab_fnl as +( + select + ab_tbl.icustay_id, ab_tbl.intime, ab_tbl.outtime + , ab_tbl.antibiotic_name + , ab_tbl.antibiotic_time + , coalesce(me72.charttime,me72.chartdate) as last72_charttime + , coalesce(me24.charttime,me24.chartdate) as next24_charttime + , me72.positiveculture as last72_positiveculture + , me72.spec_type_desc as last72_specimen + , me24.positiveculture as next24_positiveculture + , me24.spec_type_desc as next24_specimen + from ab_tbl + -- blood culture in last 72 hours + left join me me72 + on ab_tbl.hadm_id = me72.hadm_id + and ab_tbl.antibiotic_time is not null + and + ( + -- if charttime is available, use it + ( + ab_tbl.antibiotic_time >= me72.charttime + and ab_tbl.antibiotic_time <= datetime_add(me72.charttime, INTERVAL '72' HOUR) + ) + OR + ( + -- if charttime is not available, use chartdate + me72.charttime is null + and ab_tbl.antibiotic_time >= me72.chartdate + and ab_tbl.antibiotic_time <= datetime_add(me72.chartdate, INTERVAL '96' HOUR) + ) + ) + -- blood culture in subsequent 24 hours + left join me me24 + on ab_tbl.hadm_id = me24.hadm_id + and ab_tbl.antibiotic_time is not null + and + ( + -- if charttime is available, use it + ( + ab_tbl.antibiotic_time <= me24.charttime + and ab_tbl.antibiotic_time >= datetime_sub(me24.charttime, INTERVAL '24' HOUR) + ) + OR + ( + -- if charttime is not available, use chartdate + me24.charttime is null + and ab_tbl.antibiotic_time <= me24.chartdate + and ab_tbl.antibiotic_time >= datetime_sub(me24.chartdate, INTERVAL '24' HOUR) + ) + ) +) +, ab_laststg as +( +select + icustay_id + , antibiotic_name + , antibiotic_time + , last72_charttime + , next24_charttime + + -- time of suspected infection: either the culture time (if before antibiotic), or the antibiotic time + , case + when coalesce(last72_charttime,next24_charttime) is null + then 0 + else 1 end as suspected_infection + + , coalesce(last72_charttime,next24_charttime) as suspected_infection_time + + -- the specimen that was cultured + , case + when last72_charttime is not null + then last72_specimen + when next24_charttime is not null + then next24_specimen + else null + end as specimen + + -- whether the cultured specimen ended up being positive or not + , case + when last72_charttime is not null + then last72_positiveculture + when next24_charttime is not null + then next24_positiveculture + else null + end as positiveculture +from ab_fnl +) +select + icustay_id + , antibiotic_name + , antibiotic_time + , last72_charttime + , next24_charttime + , suspected_infection_time + -- -- the below two fields are used to extract data - modifying them facilitates sensitivity analyses + -- , suspected_infection_time - interval '48' hour as si_starttime + -- , suspected_infection_time + interval '24' hour as si_endtime + , specimen, positiveculture +from ab_laststg +order by icustay_id, antibiotic_time; \ No newline at end of file diff --git a/examples/mia/LOS/utils/data_processing.py b/examples/mia/LOS/utils/data_processing.py new file mode 100644 index 00000000..b4a25098 --- /dev/null +++ b/examples/mia/LOS/utils/data_processing.py @@ -0,0 +1,249 @@ +""" +MIT License + +Copyright (c) 2019 MIT Laboratory for Computational Physiology + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. +""" +#TODO: Do I need to include the license for this file.? +import os +import numpy as np +import pandas as pd +import pickle +from torch import from_numpy, Tensor +from torch.utils.data import Dataset, Subset, DataLoader +from sklearn.preprocessing import StandardScaler + + +class MimicDataset(Dataset): + def __init__(self, x, y): + # Check if x is already a tensor + if not isinstance(x, Tensor): + self.x = from_numpy(x).float() # Convert features to torch tensors if needed + else: + self.x = x.float() # Ensure it is of type float + + # Check if y is already a tensor + if not isinstance(y, Tensor): + self.y = from_numpy(y).float() # Convert labels to torch tensors if needed + else: + self.y = y.float() # Ensure it is of type float + + def __len__(self): + return len(self.y) + + def __getitem__(self, idx): + return self.x[idx], self.y[idx].squeeze(0) + + def subset(self, indices): + return MimicDataset(self.x[indices], self.y[indices]) + + +def get_mimic_dataset(path, train_frac, test_frac): + """Get the dataset, download it if necessary, and store it.""" + + dataset_path = os.path.join(path, "dataset.pkl") + indices_path = os.path.join(path, "indices.pkl") + + if os.path.exists(dataset_path) and os.path.exists(indices_path): + with open(dataset_path, "rb") as f: + dataset = pickle.load(f) # Load the dataset + with open(indices_path, "rb") as f: + indices_dict = pickle.load(f) # Load the dictionary containing indices + train_indices = indices_dict['train_indices'] # Get the actual train indices + test_indices = indices_dict['test_indices'] # Get the actual test indices + return dataset, train_indices, test_indices + + else: + data_file_path = os.path.join(path, "all_hourly_data.h5") + if os.path.exists(data_file_path): + data= pd.read_hdf(data_file_path, 'vitals_labs') + statics = pd.read_hdf(data_file_path, 'patients') + + ID_COLS = ['subject_id', 'hadm_id', 'icustay_id'] + + train_data, holdout_data, y_train, y_holdout_data = data_splitter(statics, + data, + train_frac) + + train_data , holdout_data = data_normalization(train_data, holdout_data) + + train_data, holdout_data = [simple_imputer(df, ID_COLS) for df in (train_data, holdout_data)] + flat_train, flat_holdout = [df.pivot_table(index=['subject_id', 'hadm_id', 'icustay_id'], + columns=['hours_in']) for df in (train_data, holdout_data) ] + + # Reset the index to flatten the multi-index structure + flat_train, flat_holdout, Ys_train, Ys_test = [flatten_multi_index(df) + for df in (flat_train, flat_holdout, y_train, y_holdout_data)] + + # Check for missing values in all relevant DataFrames + assert_no_missing_values(train_data, holdout_data, flat_train, flat_holdout) + + train_df, test_df = standard_scaler(flat_train, flat_holdout) + + # Creating the dataset + data_x = pd.concat((train_df, test_df), axis=0) + data_y = pd.concat((Ys_train, Ys_test), axis=0) + + assert np.issubdtype(data_x.values.dtype, np.number), "Non-numeric data found in features." + assert np.issubdtype(data_y.values.dtype, np.number), "Non-numeric data found in labels." + + dataset = MimicDataset(data_x.values, data_y.values) + + # Generate indices for training and testing + train_indices, test_indices = data_indices(data_x, train_frac, test_frac) + + # Save the dataset to dataset.pkl + with open(dataset_path, "wb") as file: + pickle.dump(dataset, file) + print(f"Saved dataset to {dataset_path}") + + # Save train and test indices to indices.pkl + indices_to_save = { + "train_indices": train_indices, + "test_indices": test_indices + } + with open(indices_path, "wb") as file: + pickle.dump(indices_to_save, file) + print(f"Saved train and test indices to {indices_path}") + + else: + msg = "Please download the MIMIC-III dataset from https://physionet.org/content/mimiciii/1.4/ and save it in the specified path." + raise FileNotFoundError(msg) + return dataset, train_indices, test_indices + + +def data_splitter(statics, data, train_frac): + GAP_TIME = 6 # In hours + WINDOW_SIZE = 24 # In hours + SEED = 1 + + Ys = statics[statics.max_hours > WINDOW_SIZE + GAP_TIME][['los_icu']] + Ys['los_3'] = Ys['los_icu'] > 3 + Ys.drop(columns=['los_icu'], inplace=True) + Ys['los_3'] = Ys['los_3'].astype(float) + + lvl2 = data[ + (data.index.get_level_values('icustay_id').isin(set(Ys.index.get_level_values('icustay_id')))) & + (data.index.get_level_values('hours_in') < WINDOW_SIZE) + ] + + data_subj_idx, y_subj_idx = [df.index.get_level_values('subject_id') for df in (lvl2, Ys)] + data_subjects = set(data_subj_idx) + assert data_subjects == set(y_subj_idx), "Subject ID pools differ!" + + # Randomly shuffle subjects and compute the sizes of the splits + np.random.seed(SEED) + subjects = np.random.permutation(list(data_subjects)) + N = len(subjects) + N_train = int(train_frac * N) + + # Ensure no overlap between train and test sets + train_subj = subjects[:N_train] + test_subj = subjects[N_train::] + + # Split the data according to the subjects + (train_data, holdout_data), (y_train, y_holdout) = [ + [df[df.index.get_level_values('subject_id').isin(s)] for s in (train_subj, test_subj)] + for df in (lvl2, Ys) + ] + return train_data, holdout_data, y_train, y_holdout + +def simple_imputer(df, ID_COLS): + idx = pd.IndexSlice + df = df.copy() + if len(df.columns.names) > 2: df.columns = df.columns.droplevel(('label', 'LEVEL1', 'LEVEL2')) + + df_out = df.loc[:, idx[:, ['mean', 'count']]] + icustay_means = df_out.loc[:, idx[:, 'mean']].groupby(ID_COLS).mean() + + df_out.loc[:,idx[:,'mean']] = df_out.loc[:,idx[:,'mean']].groupby(ID_COLS).fillna( + method='ffill' + ).groupby(ID_COLS).fillna(icustay_means).fillna(0) + + df_out.loc[:, idx[:, 'count']] = (df.loc[:, idx[:, 'count']] > 0).astype(float) + df_out.rename(columns={'count': 'mask'}, level='Aggregation Function', inplace=True) + + is_absent = (1 - df_out.loc[:, idx[:, 'mask']]) + hours_of_absence = is_absent.cumsum() + time_since_measured = hours_of_absence - hours_of_absence[is_absent==0].fillna(method='ffill') + time_since_measured.rename(columns={'mask': 'time_since_measured'}, level='Aggregation Function', inplace=True) + + df_out = pd.concat((df_out, time_since_measured), axis=1) + df_out.loc[:, idx[:, 'time_since_measured']] = df_out.loc[:, idx[:, 'time_since_measured']].fillna(100) + + df_out.sort_index(axis=1, inplace=True) + return df_out + + +def data_indices(dataset, train_frac, test_frac): + N = len(dataset) + N_train = int(train_frac * N) + N_test = int(test_frac * N) + + # Generate sequential indices for training and testing + train_indices = list(range(N_train)) # Indices from 0 to N_train-1 + test_indices = list(range(N_train, N_train + N_test)) # Indices from N_train to N_train + N_test-1 + + return train_indices, test_indices + + +def get_mimic_dataloaders(dataset, train_indices, test_indices, batch_size=128): + train_subset = Subset(dataset, train_indices) + test_subset = Subset(dataset, test_indices) + + train_loader = DataLoader(train_subset, batch_size, shuffle=False) + test_loader = DataLoader(test_subset, batch_size, shuffle=False) + + return train_loader, test_loader + + +def data_normalization(lvl2_train, lvl2_test): + idx = pd.IndexSlice + lvl2_means, lvl2_stds = lvl2_train.loc[:, idx[:,'mean']].mean(axis=0), lvl2_train.loc[:, idx[:,'mean']].std(axis=0) + + lvl2_train.loc[:, idx[:,'mean']] = (lvl2_train.loc[:, idx[:,'mean']] - lvl2_means)/lvl2_stds + lvl2_test.loc[:, idx[:,'mean']] = (lvl2_test.loc[:, idx[:,'mean']] - lvl2_means)/lvl2_stds + return lvl2_train, lvl2_test + + +def standard_scaler(flat_train, flat_test): + # Initialize the scaler + scaler = StandardScaler() + + # Identify continuous columns (float64 and int64 types) + continuous_columns = flat_train.select_dtypes(include=['float64', 'int64']).columns + + # Fit the scaler on training data and transform both training and test sets + train_flat_continuous = scaler.fit_transform(flat_train[continuous_columns]) + test_flat_continuous = scaler.transform(flat_test[continuous_columns]) + + # Create copies of the original DataFrames + train_scaled = flat_train.copy() + test_scaled = flat_test.copy() + + # Replace continuous columns with the scaled versions + train_scaled[continuous_columns] = train_flat_continuous + test_scaled[continuous_columns] = test_flat_continuous + + # Return the scaled DataFrames + return train_scaled, test_scaled + + +def flatten_multi_index(df): + """Flattens the multi-index DataFrame by resetting the index.""" + return df.reset_index(drop=True) + + +def assert_no_missing_values(*dfs): + """Asserts that no DataFrame in the input list contains any missing values.""" + for df in dfs: + assert not df.isnull().any().any(), "DataFrame contains missing values!" diff --git a/examples/mia/LOS/utils/model.py b/examples/mia/LOS/utils/model.py new file mode 100644 index 00000000..a525085b --- /dev/null +++ b/examples/mia/LOS/utils/model.py @@ -0,0 +1,131 @@ + +import tqdm as tqdm +import pickle +import torch.nn as nn +from torch import device, optim, no_grad, save, sigmoid, cuda + + +class MimicLR(nn.Module): + def __init__(self, input_dim: int): + """Initialize the logistic regression model with a single linear layer. + + Args: + ---- + input_dim (int): The size of the input feature vector. + """ + super(MimicLR, self).__init__() + self.linear = nn.Linear(input_dim, 1) # Binary classification (1 output) + # Metadata initialization + self.init_params = {"input_dim": input_dim} + + def forward(self, x): + """Forward pass through the model.""" + return sigmoid(self.linear(x)) # Sigmoid to produce probabilities for binary classification + +def evaluate(model, loader, criterion, device): + model.eval() + loss, correct = 0, 0 + for data, target in loader: + data, target = data.to(device), target.to(device) + target = target.float().unsqueeze(1) + + with no_grad(): + output = model(data) + loss += criterion(output, target).item() + pred = output >= 0.5 + correct += (pred == target).float().sum() + acc = float(correct)/ len(loader.dataset) + loss /= len(loader) + + return loss, acc + + +def create_trained_model_and_metadata(model, + train_loader, + test_loader, + epochs , + lr , + weight_decay , + metadata = None): + + device_name = device("cuda" if cuda.is_available() else "cpu") + model.to(device_name) + model.train() + + criterion = nn.BCELoss(reduction="mean") + optimizer = optim.SGD(model.parameters(), + lr = lr, + weight_decay = weight_decay) + train_losses, train_accuracies = [], [] + test_losses, test_accuracies = [], [] + + for e in tqdm.tqdm(range(epochs), desc="Training Progress"): + model.train() + train_acc, train_loss = 0.0, 0.0 + + for data, target in train_loader: + target = target.float().unsqueeze(1) + data, target = data.to(device_name, non_blocking=True), target.to(device_name, non_blocking=True) + optimizer.zero_grad() + output = model(data) + + loss = criterion(output, target) + pred =output >= 0.5 + train_acc += pred.eq(target).sum().item() + + loss.backward() + optimizer.step() + train_loss += loss.item() + + epoch_train_loss = train_loss / len(train_loader) + epoch_train_acc = train_acc / len(train_loader.dataset) + + train_losses.append(epoch_train_loss) + train_accuracies.append(epoch_train_acc) + + test_loss, test_acc = evaluate(model, test_loader, criterion, device_name) + # _ , train_loss = evaluate(model, train_loader, criterion, device_name) + test_losses.append(test_loss) + test_accuracies.append(test_acc) + + # Move the model back to the CPU + model.to("cpu") + with open("target/target_model.pkl", "wb") as f: + save(model.state_dict(), f) + + # Create metadata and store it + meta_data = {} + meta_data["train_indices"] = train_loader.dataset.indices + meta_data["test_indices"] = test_loader.dataset.indices + meta_data["num_train"] = len(meta_data["train_indices"]) + + # Write init params + meta_data["init_params"] = {} + for key, value in model.init_params.items(): + meta_data["init_params"][key] = value + + # read out optimizer parameters + meta_data["optimizer"] = {} + meta_data["optimizer"]["name"] = optimizer.__class__.__name__.lower() + meta_data["optimizer"]["lr"] = optimizer.param_groups[0].get("lr", 0) + meta_data["optimizer"]["weight_decay"] = optimizer.param_groups[0].get("weight_decay", 0) + meta_data["optimizer"]["momentum"] = optimizer.param_groups[0].get("momentum", 0) + meta_data["optimizer"]["dampening"] = optimizer.param_groups[0].get("dampening", 0) + meta_data["optimizer"]["nesterov"] = optimizer.param_groups[0].get("nesterov", False) + + # read out criterion parameters + meta_data["loss"] = {} + meta_data["loss"]["name"] = criterion.__class__.__name__.lower() + + meta_data["batch_size"] = train_loader.batch_size + meta_data["epochs"] = epochs + meta_data["train_acc"] = train_acc + meta_data["test_acc"] = test_acc + meta_data["train_loss"] = train_loss + meta_data["test_loss"] = test_loss + meta_data["dataset"] = "mimiciii" + + with open("target/model_metadata.pkl", "wb") as f: + pickle.dump(meta_data, f) + + return train_accuracies, train_losses, test_accuracies, test_losses \ No newline at end of file diff --git a/leakpro/attacks/mia_attacks/loss_trajectory.py b/leakpro/attacks/mia_attacks/loss_trajectory.py index 5e78ee0e..17a826a1 100755 --- a/leakpro/attacks/mia_attacks/loss_trajectory.py +++ b/leakpro/attacks/mia_attacks/loss_trajectory.py @@ -414,7 +414,7 @@ def run_attack(self:Self) -> CombinedMetricResult: self.mia_classifier() true_labels, predictions = self.mia_attack(self.mia_classifer) - #NOTE: We don't have signals in this attack, unlike RMIA. I set it to random to pass the PR before refactoring. + #TODO: We don't have signals in this attack, unlike RMIA. I set it to random to pass the PR before refactoring. signals = np.random.rand(*true_labels.shape) # compute ROC, TP, TN etc