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S. Mercaldo

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#artificial intelligence Review Sep 2026

A primer on evaluation methods for large language models in healthcare

This article aims to provide a pragmatic basis for designing and executing rigorous evaluations of healthcare LLMs by describing underlying concepts and potential pitfalls, while emphasizing the importance of aligning evaluation methods with the research question.

S. E. McKinney, P. Vu, S. Justice et al. · 0 citations
Open access Jul 2026

Evaluation of four large language models on complex, infectious disease case scenarios

On complex ID scenarios, large language models responses were variable and caution is required when deploying these models in ID domains without specialist oversight, suggesting caution is required when deploying these models in ID domains without specialist oversight.

A. Pradhan, B. Waxse, W. Matias et al. · 0 citations

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