AcuityBench: Evaluating Clinical Acuity Identification and Uncertainty Alignment.

arXiv:2605.11398v2 Announce Type: replace Abstract: We introduce AcuityBench, a benchmark for evaluating whether language models identify the appropriate urgency of care from user medical presentations. Existing health benchmarks emphasize medical question ans