Patent ID: 11908558
Assignee: CLOVER HEALTH
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 16:
17. The method of claim 14, wherein the user is a first user, the medication is a first medication, the threshold period of time is a first threshold period of time, and the reminder is a first reminder, the method further comprising:
accessing data from additional users, the data including reminders to refill medications sent to devices associated with the additional users and indications that the additional users have refilled the medications;
determining combinations of indicators that are associated with probabilities exceeding the probability threshold, the probabilities indicating that the additional users will miss refills;
determining, based at least in part on the data, that a refill of a second medication prescribed to the second user will occur within a second threshold period of time;
predicting, based at least in part on the first trained machine learning model, that the second user will miss refilling the second medication; and
generating, based at least in part on the prediction that the second user will miss refilling the second medication, a second reminder to refill the second medication.