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The Efficacy of Rule-Based Versus Large Language Model-Based Chatbots in Alleviating Symptoms of Depression and Anxiety: Systematic Review and Meta-Analysis

Abstract BackgroundThe global mental health crisis is becoming increasingly severe. Due to the shortage of mental health professionals, high treatment costs, and insufficient accessibility of services, there is an urgent need for scalable and low-cost intervention methods. In...

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Hauptverfasser: Qiuxue Du, Yongliang Ren, Ze-long Meng, Han He, Shasha Meng
Format: Artigo
Sprache:Inglês
Veröffentlicht: JMIR Publications 2025-12-01
Schriftenreihe:Journal of Medical Internet Research
Online-Zugang:https://www.jmir.org/2025/1/e78186
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