Wang et al. present a multi-stage large language model framework designed to improve the extraction of social determinants of health (SDoH) factors from unstructured text. It results in more accurate, transparent, and efficient annotation as demonstrated through comparative analyses and user studies.
- Song Wang
- Yishu Wei
- Yifan Peng
