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causalai

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surrogate-sci / athena

How causal AI and clinical trial data can improve preclinical to clinical predictive validity problem

clinical-trials darpa federated-learning individual-patient-data translational-data-science precompetitive-consortium causalai probability-of-success pharmaceutical-forecasting predictive-validity target-validity causal-validity

Updated Jan 14, 2026

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