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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Nicholas Allen

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Open access Aug 2026

Poster 162. Racial Biases Perpetuated by Modern Large Language Models Negatively Impact Diagnostic Reasoning and Treatment Recommendations in Musculoskeletal Healthcare

Objectives: To determine whether contemporary large language models (LLMs) perpetuate gender and racial biases in medical decision-making. Methods: A total of 180 standardized vignettes concerning musculoskeletal diagnoses and treatments were extracted from AAOS Restudy and Orthobullets. A customized GPT-o4-mini model...

Kyle N. Kunze, Nicholas Allen, Sophia J. Madjarova et al. · 0 citations

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