Feature request: integrate auto QC scores to dashboard

[tashrifbillah]

Copying @speroNCIRE 's summary of auto QC score integration. This reflects the original discussion we had in AMP-SCZ annual meeting.

Currently, I am working on an idea to integrate auto QC scores to the .scores.pkl every night. If that could be done, existing dashboard would just show auto QC scores without requiring any modification.

[tashrifbillah]

Algorithm:

• parse filename to get 7 digit subject ID
• read file, obtain session ID
• construct dictionary key {subject}_{session}
• check if value for that key is -9 in .scores.pkl
  • if there is an auto QC score in that line {10,13,14}, replace -9 with that score
• save .scores.pkl back

[tashrifbillah]

Synchronization:

1. Currently, there is a VM-->ERIS .scores.pkl rsync.
2. Ideally, after Spero writes the auto QC scores, we should populate them in the .scores.pkl.
3. Soon after populating, it should be copied back to the VM
4. Currently, only DPACC users can write scores. We can time the 3rd step according to their sleep time
5. Non-DPACC users will experience the lag of 'one refresh' during the copy back. Write after they refresh, they should see new auto QC scores.