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Zheqing Li

As seen in: Nature
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Articles

Evaluating clinical competencies of large language models with a general practice benchmark

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By Yiying Yang, Wenhao Jiang, Junrong Chen, Yuhang Zhao, Shuang Li, Dingqian Wang, Zhu Lin, Yuze Tang, Xiaolin Lu, Hongji Yu, Shuang Chen, Yuhua Bi, Xiaofei Zeng, Yixian Chen, Lin Yao, Zheqing Li, Jiping Lang, Xuanna Li, Jiexian Qiu
| Nature Verified
Abstract Large Language Models (LLMs) have demonstrated considerable potential in general practice. However, existing benchmarks and evaluation frameworks primarily depend on exam-style or simplified question-answer formats, lacking a competency-based structure aligned with the real-world clinical responsibilities encountered in general practice. Consequently, the extent to which LLMs can reliably fulfill the duties of general practitioners (GPs) remains uncertain.
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