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The design and implementation of the Digital Mental Health Study (DMHS), which collected up to 12 months of sensor data from iPhone and Apple Watch in over 4000 consenting participants, is described, with initial findings describing longitudinal symptom trajectories and demonstrating high participant engagement over 12 months.