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This paper is in the following e-collection/theme issue:

Applications of AI (358) Reviews in Digital Mental Health (303) Chatbots and Conversational Agents (796) Artificial Intelligence (2399)

Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/69006, first published .
Standardizing and Scaffolding Health Care AI-Chatbot Evaluation: Systematic Review

Standardizing and Scaffolding Health Care AI-Chatbot Evaluation: Systematic Review

Standardizing and Scaffolding Health Care AI-Chatbot Evaluation: Systematic Review

Authors of this article:

Yining Hua1 Author Orcid Image ;   Winna Xia2 Author Orcid Image ;   David Bates3 Author Orcid Image ;   George Luke Hartstein4 Author Orcid Image ;   Hyungjin Tom Kim5 Author Orcid Image ;   Michael Li1 Author Orcid Image ;   Benjamin W Nelson2 Author Orcid Image ;   Charles Stromeyer IV2 Author Orcid Image ;   Darlene King6 Author Orcid Image ;   Jina Suh7 Author Orcid Image ;   Li Zhou3 Author Orcid Image ;   John Torous2 Author Orcid Image
Article Authors Cited by (4) Tweetations Metrics

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  3. Wang X, Yin C, He H, Guo J, Fu X, Bai F. Benchmarking public large language model responses to patient-facing inflammatory bowel disease questions: informational quality, transparency proxies, and readability. Frontiers in Public Health 2026;14 View
  4. McGee A, Parsons G, Zhaunova L, Paul A, Kazlou A, Xu Y, Stsefanovich H, Klepchukova A, Meczner A. Safety-focused development and evaluation of an LLM sexual well-being chatbot for women: A methods-focused feasibility study. DIGITAL HEALTH 2026;12 View