M4Bench: Evaluating Procedural Specification for Clinical EHR Derivation Agents.

arXiv:2610.37459v1 Announce Type: new Abstract: Clinical research over electronic health records depends on derived variables whose definitions sit outside the schema, in item codes, time windows, missingness rules, and output-grain choices that change cohorts