ProCARE: Real-World Study Automation via Profile-Grounded Evidence Contracts
Real-world studies (RWS) analyze routinely collected healthcare data, such as electronic health records and insurance claims, to estimate treatment effects, monitor safety, and identify risk factors outside randomized trials. Automating RWS with large language model agents is appealing but brittle: valid analyses depen...
Zhao-Yu Fan, Bo-Wen Han, Jin-Cheng Ou et al.
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