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

Chatbots and Conversational Agents (1244) Language Accessibility, Equity, and Translation Technologies for Medicine and Public Health (59) Generative Language Models Including ChatGPT (1646) AI Language Models in Health Care (838) Ethical, Legal, and Social Issues in AI (222)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/89003, first published .
Robot and woman review patient discharge summary with AI healthcare icons

Large Language Models’ Simulation of Patient Comprehension of Discharge Summaries: Multimodel Evaluation Study

Large Language Models’ Simulation of Patient Comprehension of Discharge Summaries: Multimodel Evaluation Study

Authors of this article:

Xinyao Ma1 Author Orcid Image ;   Rui Zhu2 Author Orcid Image ;   Zihao Wang3 Author Orcid Image ;   Jingwei Xiong4 Author Orcid Image ;   Qingyu Chen2 Author Orcid Image ;   L Jean Camp5 Author Orcid Image ;   Haixu Tang1 Author Orcid Image
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