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The model predictive performance (AUC) for the persistence outcome was defined on day 181 using varying amounts of initial app usage data (eg, days 1–2, 1–3, …,1–151). The rate of change in the AUC begins to slow down around day 50 (where days 1–50 were included as features in the model).
