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Viewpoints and Perspectives (1491) Clinical Information and Decision Making (3985) Decision Support for Health Professionals (2413) Ontologies, Classifications, and Coding (484) Digital Health Reporting Standards, Quality and Transparency in e-Research (263) Artificial Intelligence (5152)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/99019, first published .
Doctor explaining medical diagrams on a computer screen to an elderly patient

Challenges of Single-Reference Benchmarks for Clinical Reasoning in Large Language Model–Based Decision Support

Challenges of Single-Reference Benchmarks for Clinical Reasoning in Large Language Model–Based Decision Support

Authors of this article:

Jiawei Zhou1 Author Orcid Image ;   Hanqing He1 Author Orcid Image ;   Weijie Yu1 Author Orcid Image ;   Zihan Zhong1 Author Orcid Image ;   Qiang Ju2 Author Orcid Image ;   Shuhang Wang1 Author Orcid Image ;   Xiaochuan Wang2 ;   Ning Li1 Author Orcid Image
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