Conference
Open access
Sep 2026
Quantifying Error Disparities in Population Health Models
A large-scale audit of sociodemographic error disparities in both lexical- and transformer-based models of county-level health outcomes, over a dataset cover billions of community-mapped messages highlights a critical accuracy–fairness trade-off in community-level models for public health tasks.
A. Marker, Salvatore Giorgi, Adithya V Ganesan et al.
· Proceedings of the Thirty-Fi... · 0 citations