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Evaluation

MEDEC

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MEDEC
Paper summary

introduces MEDEC, a publicly available benchmark for medical error detection and correction in clinical notes, covering five types of errors (Diagnosis, Management, Treatment, Pharmacotherapy, and Causal Organism); it consists of 3,848 clinical texts, including 488 clinical notes from three US hospital systems; experimental results shows that Cluade 3.5 Sonnet performs better at detecting errors while o1-preview is better at correcting errors.

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