Sociodemographic Bias in Large Language Model–Assisted Gastroenterology

Key Points

• Demographic characteristics influence large language model recommendations for gastroenterology cases, suggesting potential bias.
• The study highlights how large language model-generated recommendations may vary according to demographic factors.
• Quality improvement in gastroenterology practice may require addressing biases introduced by language models.
• This analysis aims to improve clinical decision-making by ensuring equitable recommendations across diverse populations.