Analysis reveals gender bias in letters of recommendation for orthopaedic surgery, suggesting a need for structured review and training.
ChatGPT-assisted drafting of LoRs includes nuanced and systematic gender-based linguistic differences. For orthopaedic letter writers, the use of LLMs must be accompanied by structured review, bias-aware training, and standardized templates to avoid inadvertently perpetuating inequities.
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Mao et al. (2026) studied this question.
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