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eff_b4_brain
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{
  "report_id": "RPT_20260313_225824_845ae89e",
  "generated_at": "2026-03-13T17:28:24.570695+00:00",
  "image_id": "ID_0845ae89e",
  "patient_id": "ID_00048df5",
  "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": 0.016331,
    "calibrated_prob_epidural": 0.000536,
    "calibrated_prob_intraparenchymal": 0.000481,
    "calibrated_prob_intraventricular": 0.000388,
    "calibrated_prob_subarachnoid": 0.001461,
    "calibrated_prob_subdural": 0.02214
  },
  "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."
}