LLM-Extracted Covariates for Clinical Causal Inference: Rethinking Integration Strategies
arXiv:2604.16763v2 Announce Type: replace
Abstract: Causal inference from electronic health records (EHR) is fundamentally limited by unmeasured confounding: critical clinical states such as frailty, goals of care, and mental status are documented in …