@article{acuitybenchevaluatingclinicalacuityident, title = {AcuityBench: Evaluating Clinical Acuity Identification and Uncertainty Alignment}, author = {Robin Linzmayer and Georgianna Lin and Di Coneybeare and Jason Chu and Trudi Cloyd and Manish Garg and Miles Gordon and Elizabeth Hartofilis and Benjamin Hong and Ashraf Hussain and Eugene Y. Kim and Oluchi Iheagwara King and Ross McCormack and Erica Olsen and John K. Riggins and Mustafa N. Rasheed and Dana L. Sacco and Vinay Saggar and Osman R. Sayan and Amit Shembekar and Janice Shin-Kim and Wendy W. Sun and Bernard P. Chang and David Kessler and NoƩmie Elhadad}, year = {2026}, eprint = {2605.11398}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.11398}, }