Information Set Emulation: Causal Certificates for AI Derived EHR Features
AI and large language models can recover clinically meaningful features from electronic health records (EHRs), but predictive usefulness does not establish admissibility for causal inference. We introduce information set emulation: an AI typed lift attaches source evidence, clinical and recording times, decision-time a...
Takes Fujita, N. Hattori
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