Commercial AI-Based Mental Health Chatbots as Low-Intensity Adjuncts to Psychotherapy: Effectiveness, Adherence, and Safety – A Systematic Review and Meta-Analysis

Hongyi Yang, Fangyuan Chang, Fumie Muroi, Zhao Liu, Weibo Zhang, Jun CaiPsychotherapy and PsychosomaticsMay 11, 2026

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