| { |
| "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" |
| } |
