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ICD-10-CM

Clinical modification of the International Classification of Diseases, 10th revision, used to code diagnoses.

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Agent workflows often made models worse on CMU's Synthetic Hospital chart benchmark

Carnegie Mellon's Synthetic Hospital benchmark found agent wrappers often lowered scores for 10 models reading 1,268 synthetic multi-visit patient charts. The models found facts in the charts but struggled to combine them, so a scaffold that adds retrieval steps may be working on the wrong weakness.

Publishers:theneuron.ai

Reality

Evidence50
Adoption
Insufficient
Hype gap+8
Incentives
Insufficient
Confidence45