{ "report_id": "RPT_20260313_225837_f8203f77", "generated_at": "2026-03-13T17:28:37.732786+00:00", "image_id": "ID_0f8203f77", "patient_id": "ID_0010c753", "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": 0.003278, "calibrated_prob_epidural": 0.000842, "calibrated_prob_intraparenchymal": 0.001011, "calibrated_prob_intraventricular": 0.001558, "calibrated_prob_subarachnoid": 0.003396, "calibrated_prob_subdural": 0.002097 }, "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." }