ctra

provenance:github:vdavamse/ctra

Clinical trial outcome prediction (phase I-III success/failure) with LLM-driven feature engineering: DSPy agents, Pareto multi-objective MCTS, LinearRAG over ClinicalTrials.gov/PubMed/ChEMBL/FAERS, XGBoost + TabPFN with SHAP explanations.

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First discoveredSep 20, 2026

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first seenJul 2, 2026

last updatedSep 19, 2026

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