{ "model_name": "ORACLE-ClinicalTrials-SuccessProb-v1", "model_family": "Ontologer Clinical Trial Intelligence Pipeline", "description": "Outcome Risk Assessment for Clinical Launch Evaluation — calibrated success probability classifier", "base_architecture": "classifier", "input_dimension": 768, "input_composition": { "MOAt-ClinicalTrials-MoA-256": 256, "PACT-ClinicalTrials-Pop-256": 256, "FATE-ClinicalTrials-Outcome-256": 256 }, "output_type": "probability", "output_fields": { "p_success": "float [0, 1]", "risk_band": "low | medium | high" }, "risk_band_thresholds": { "low": "< 0.35", "medium": "0.35 - 0.70", "high": "> 0.70" }, "corpus_size": 560000, "corpus_source": "ClinicalTrials.gov", "test_roc_auc": 0.734, "test_average_precision": 0.782, "test_brier_score": 0.205, "pipeline_role": "capstone_classifier", "upstream_dependencies": [ "MOAt-ClinicalTrials-MoA-256", "PACT-ClinicalTrials-Pop-256", "FATE-ClinicalTrials-Outcome-256" ], "license": "CC-BY-NC-ND-4.0", "developer": "Ontologer", "url": "https://ontologer.com" }