M4Bench: Evaluating Procedural Specification for Clinical EHR Derivation Agents
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Ranked by a public rubric, not by votes: what a comment adds counts, not who wrote it. How comments are ranked · Comment rules
Summary
M4Bench is an open benchmark of 28 clinical EHR derivation tasks across MIMIC-IV and eICU, testing whether AI coding agents can reproduce research variables like SOFA and sepsis cohorts.