LLMs show bias in opioid prescribing

Summarize this content to 100 words: Pain management is a critical issue in emergency departments (especially in the context of the ongoing opioid crisis), where balancing effective pain relief with the risks of addiction and overdose is paramount. Factors such as race, gender identity and socioeconomic status can influence healthcare quality and access and lead to disparities in pain management. Large language models (LLMs) have potential utility in clinical decision-making, including pain management, but concerns exist about their potential to perpetuate biases.UPDATES & CORRECTIONS: Correction 27 February 2026: In the version of this Research Highlight originally published, an incorrect summary sentence (from a different paper) was added beneath the title. This has now been corrected.



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