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Make CIIP Predictor results more detailed

In addition to showing the CID identifier numbers in the CIIP Predictor results, also display the input-type as in the user uploaded file. More information shown in the results, like the chemical name, CAS number etc. might be helpful.

Restore old database

Old user database was overwritten by the pull onto the ciipro server. lost old names. need to pull that database.

Redesign Local PubChem Database

Currently, the MongoDB stores only a few PubChem Fields. More information (AID names, descrptions) can be added to the database.

SQLite

Roll back changes when application breaks in middle of adding

Calculating In vitro In vivo correlations

Theres bottlebeck in the code calculating in vitro in vivo correlations of assays in profile to the in vivo activity (in the CIIProfile method in routes). Right now, it just iterates through each one and calculates the stats. This could easily be done by matrix multiplication and would likely be much faster.

Handling non-CID identifers

PubChem maps 'unique' identifers (i.e., CAS registry numbers) to several CIDs. Currently, only one is returned. Need to figure out a more appropriate rate to aggregate all that biological data.

Dataset upload checks

check to make sure that user uploaded data does not contain duplicates, has activity values for all compounds, and that the identifier is the same for all and matches the selected identifier type (e.g, if someone uploads cids, make sure they are all cids)

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