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Guideline-Incorporated Large Language Model-Driven Evaluation of Medical Records Using MedCheckLLM

Guideline-Incorporated Large Language Model-Driven Evaluation of Medical Records Using MedCheckLLM

One underexplored area is their application for the reliable evaluation of medical documents. The automated evaluation of these documents has the potential to enhance patient safety. The system’s reasoning process must be (1) transparent and comprehensible to human evaluators and (2) guided by established medical guidelines proven to increase patient safety [3].

Marc Cicero Schubert, Stella Soyka, Wolfgang Wick, Varun Venkataramani

JMIR Form Res 2025;9:e53335