Multimodal

Clinical Trial Failure Prediction

Phase-3 trial outcome prediction over the AACT clinical trials database, with a leakage audit that proved the headline number is signal, not label encoding. Audited AUROC 0.8603. The audit methodology is the part worth carrying forward, not the model.