Accessibility settings

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

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
Article Authors Cited by Tweetations Metrics

Jiawei Zhou   1 * , MD ;   Hanqing He   1 * , MSc ;   Weijie Yu   1 * , MD ;   Zihan Zhong   1 , BSc ;   Qiang Ju   2 , MSc ;   Shuhang Wang   1 , MD ;   Xiaochuan Wang   2 , PhD ;   Ning Li   1 , MD

1 Cancer Hospital of Chinese Academy of Medical Sciences, Beijing, China

2 Baichuan Inc, Beijing, China

*these authors contributed equally

Corresponding Author: