| { | |
| "report_id": "RPT_20260313_230014_95241da8", | |
| "generated_at": "2026-03-13T17:30:14.616313+00:00", | |
| "image_id": "ID_095241da8", | |
| "patient_id": "ID_007f8eb0", | |
| "ground_truth_any": "N/A", | |
| "screening_module": { | |
| "version": "2.0", | |
| "architecture": "tf_efficientnet_b4", | |
| "input_type": "2.5D (9ch: prev+center+next)", | |
| "ensemble": "ensemble", | |
| "folds_used": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "calibration_method": "isotonic" | |
| }, | |
| "prediction": { | |
| "screening_outcome": "No hemorrhage indicator detected", | |
| "decision_threshold_any": 0.162162, | |
| "confidence_band": "LOW", | |
| "confidence_band_label": "Low confidence", | |
| "calibrated_prob_any": 0.112228, | |
| "calibrated_prob_epidural": 0.001056, | |
| "calibrated_prob_intraparenchymal": 0.007237, | |
| "calibrated_prob_intraventricular": 0.014263, | |
| "calibrated_prob_subarachnoid": 0.006085, | |
| "calibrated_prob_subdural": 0.060488 | |
| }, | |
| "triage": { | |
| "action": "Manual review recommended \u2014 model uncertainty high", | |
| "urgency": "STANDARD" | |
| }, | |
| "disclaimer": "This report is produced by an AI-assisted screening tool and does NOT constitute a medical diagnosis. All screening findings must be reviewed and confirmed by a qualified, licensed medical professional before any clinical decision is made. The system is intended solely as a decision-support aid in a screening workflow and is not cleared for standalone diagnostic use." | |
| } |