Does ChatGPT Show Gender Bias When Drafting Letters of Recommendation for Applicants to Orthopaedic Surgery Residency Programs?

Puntos clave

• The research aims to identify gender bias in ChatGPT-generated letters of recommendation for orthopaedic residency programs.
• Analyzed language used in ChatGPT-generated letters of recommendation
• Investigated systematic linguistic differences based on gender
• Assessed the need for structured review and training
• Identified nuanced gender-based linguistic differences in drafted letters
• Highlighted the importance of bias-aware training for orthopaedic letter writers
• Emphasized the use of standardized templates to reduce biases