Article

LLM-Guided Pain Management: Examining Socio-Demographic Gaps in Cancer vs non-Cancer cases

2025-03-05

Abstract excerpt

Large language models (LLMs) offer potential benefits in clinical care. However, concerns remain regarding socio-demographic biases embedded in their outputs. Opioid prescribing is one domain in which these biases can have serious implications, especially given the ongoing opioid epidemic and the need to balance effective pain management with addiction risk. We tested ten LLMs—both open-access and closed-source—on...

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Literature Corpus work: 944c6006-cd50-5530-8d15-ba36758ae7a4
DOI: 10.1101/2025.03.04.25323396

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