{
  "method": "logistic_regression",
  "is_mitigated": true,
  "use_group_thresholds": false,
  "threshold_configuration": {
    "type": "global",
    "source": "phase4_roi_optimization",
    "group_thresholds": null
  },
  "fairness_status": {
    "bias_detected": true,
    "mitigation_applied": true,
    "fairness_compliant": true
  },
  "phase6_instructions": {
    "load_thresholds_from": "phase4",
    "apply_group_specific": false,
    "evaluation_type": "global_threshold_system"
  }
}