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cs.CY2026
Healthcare LLM Benchmarks Are Only as Good as Their Explicit Assumptions
Naveen Raman, Santiago Cortes-Gomez, Mateo Dulce Rubio +2
Benchmarks are necessary for healthcare evaluation, but are not sufficient for predicting deployment performance. Our position is that the evaluation--deployment gap arises not bec…
cs.HC2026★ 1 cited
Large Language Models in Peer-Run Community Behavioral Health Services: Understanding Peer Specialists and Service Users' Perspectives on Opportunities, Risks, and Mitigation Strategies
Cindy Peng, Megan Chai, Gao Mo +7
Peer-run organizations (PROs) provide critical, recovery-based behavioral health support rooted in lived experience. As large language models (LLMs) enter this domain, their scale,…