OMB Individually Reported
ML Model for medication prediction
High riskExact public inventory row
Description
Pharmacy inventory management
Detailed example
Outliers in drug purchasing history (e.g. sudden increase in purchasing of certain high cost chemotherapeutics) Decreased utilization of certain therapies and increases in the utilization of therapeutic alternatives, whether costly or less costly. Reconcile drug shortage data that may explain purchasing of therapeutic alternatives.
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
- Removes ambiguity for users by guiding them through eligibility and next steps.
Controls / human review
ATO: Not reported; PIA: Not published