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R. Pankhania

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Open access Aug 2026

Developing an open-source framework for LLM evaluation of patients using EHR clinical documentation; performance of LLMs relative to medical professionals

Current LLMs do not achieve inter-rater reliability levels comparable to medical professionals in clinical information extraction from ENT documentation, suggesting they are best suited for initial extraction with human verification rather than autonomous operation.

L. Barrett, N. Joshi, A. S. North et al. · medRxiv · 0 citations