Fig. 5: Demographic-injected SDoH language development.
From: Large language models to identify social determinants of health in electronic health records

Illustration of generating and comparing synthetic demographic-injected SDoH language pairs to assess how adding race/ethnicity and gender information into a sentence may impact model performance. FT fine-tuned, SDoH Social determinants of health.