Disparities in seizure outcomes revealed by large language models.
Large-language models (LLMs) can potentially revolutionize health care delivery and research, but risk propagating existing biases or introducing new ones. In epilepsy, social determinants of health are associated with disparities in care access, but their impact on seizure outcomes among those with access remains unclear. Here we (1) evaluated our validated, epilepsy-specific LLM for intrinsic bias, and (2) used LLM-extracted seizure outcomes to determine if different demographic groups have different [...]
Author(s): Xie, Kevin, Ojemann, William K S, Gallagher, Ryan S, Shinohara, Russell T, Lucas, Alfredo, Hill, Chloé E, Hamilton, Roy H, Johnson, Kevin B, Roth, Dan, Litt, Brian, Ellis, Colin A
DOI: 10.1093/jamia/ocae047