You are building a retention model for patients starting CPAP therapy. The care team wants to identify which patients are most likely to stop using their device within the first 30 days so they can intervene early with coaching, mask support, or follow-up outreach.
How would you design a model to predict which patients are most likely to stop using their CPAP machines within the first 30 days?
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