A pilot randomized trial explored the effectiveness of a wearable digital self-management intervention for veterans with PTSD participating in an endurance cycling program. The study found that combining smartwatch sensing with digital tools helped stabilize hyperarousal and maintain symptom improvements compared to physical activity alone. Personalization and human-centered design were highlighted as crucial for wearable mental health systems, as participant feedback on the precision of machine learning detections varied. AI
RANK_REASON The cluster contains an academic paper detailing a pilot randomized trial of a digital intervention. [lever_c_demoted from research: ic=1 ai=0.7]
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