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Advancing Clinical Chatbot Validation Using AI-Powered Evaluation With a New 3-Bot Evaluation System: Instrument Validation Study

Advancing Clinical Chatbot Validation Using AI-Powered Evaluation With a New 3-Bot Evaluation System: Instrument Validation Study

The evaluator bot identified several strengths of the screening bot, stating that it “... provides a warm and empathetic attitude and responds likewise to the patient’s negative reactions and feelings and leads the conversation naturally.” The most common areas for improvement mentioned in the final comments were “exploration of prior successful coping strategies and providing more explicit encouragement for feedback.” Human evaluators similarly concluded that the pretherapy screening bot excelled in “...

Seungheon Choo, Suyoung Yoo, Kumiko Endo, Bao Truong, Meong Hi Son

JMIR Nursing 2025;8:e63058