Preprint Open access
EHR-RobustGym: Benchmarking and Training Agents for Robust Clinical Reasoning
In hospital workflows, electronic health records (EHRs) are often noisy, and may not contain the evidence needed to confirm events or measurements referenced in a clinical query. Even when database retrieval succeeds, clinical agents can overlook such discrepancies and return plausible but unsupported answers. We intro …