Socio-demographic gaps in pain management guided by large language models

Key Points

• Socio-demographic gaps were evident in pain management outcomes, affecting various populations.
• Specific algorithms based on large language models demonstrated disparities in addressing pain across demographics.
• Observational analysis utilized language models to assess pain management recommendations across different socio-demographic groups.
• These findings call for tailored pain management strategies to bridge the gaps and improve care for all demographic groups.