Misaligned Clinical Risk Classification and Cost Asymmetry in Open-Weight Large Language Models

Star S. D. Liu, Xiyu Ding, Robert B. Barrett +3

How large language models (LLMs) integrate patient risk with clinical cost tradeoffs remains poorly understood. We investigated how four open-weight LLMs (Qwen-2.5-7B/32B and Llama…