{
  "repo_name": "clinical-five-node-mof-cascade-boundary-v0.9",
  "conceptual_upgrade": "Intervention Competition Geometry",
  "concept_summary": "v0.9 detects when competing intervention pathways produce structurally different rescue geometries across a five-node multiorgan failure cascade and evaluates whether the model selects the aligned path.",
  "dataset_version": "v0.9",
  "domain": "clinical",
  "structure": "five-node",
  "variables": [
    "metabolic_stress",
    "physiologic_buffer",
    "inflammatory_lag",
    "hemodynamic_coupling",
    "organ_coupling"
  ],
  "failure_type": "mof_cascade_boundary",
  "label_column": "label_mof_cascade_boundary_stabilization",
  "label_logic_default": "label = 1 if stabilization_success = 1 AND trajectory_shift < -0.10",
  "label_logic_relaxed": "label = 1 if stabilization_success = 1",
  "label_logic_stronger_v09": "label = 1 if stabilization_success = 1 AND trajectory_shift < -0.10 AND intervention_alignment_score >= 0.60",
  "trajectory_signals": [
    "drift_gradient",
    "drift_velocity",
    "drift_acceleration"
  ],
  "boundary_signals": [
    "boundary_distance",
    "secondary_boundary_distance",
    "boundary_competition_ratio"
  ],
  "uncertainty_signals": [
    "boundary_uncertainty",
    "trajectory_uncertainty",
    "intervention_uncertainty"
  ],
  "regime_transition_signals": [
    "regime_transition_score",
    "transition_direction",
    "regime_separation_margin",
    "transition_uncertainty",
    "transition_velocity"
  ],
  "intervention_signals": [
    "intervention_leverage_score",
    "intervention_alignment_score",
    "rescue_window_width",
    "pathway_divergence_margin",
    "intervention_competition_ratio",
    "primary_intervention_path",
    "secondary_intervention_path",
    "intervention_uncertainty",
    "pathway_switch_velocity"
  ],
  "recovery_signals": [
    "recovery_distance",
    "recovery_gradient",
    "return_feasibility"
  ],
  "perturbation_signals": [
    "perturbation_radius",
    "collapse_trigger"
  ],
  "delta_signals": [
    "delta_metabolic_stress",
    "delta_physiologic_buffer",
    "delta_inflammatory_lag",
    "delta_hemodynamic_coupling",
    "delta_organ_coupling"
  ],
  "outcome_fields": [
    "trajectory_shift",
    "minimal_intervention_path",
    "stabilization_success"
  ],
  "withheld_in_tester": [
    "stabilization_success",
    "label_mof_cascade_boundary_stabilization"
  ],
  "thresholds": {
    "positive_alignment_threshold": 0.6,
    "high_uncertainty_threshold": 0.25,
    "narrow_window_threshold": 0.3,
    "pathway_switch_threshold": 0.15
  },
  "primary_metric": "recall_correct_intervention_selection",
  "secondary_metric": "false_effective_intervention_rate",
  "reference_metrics": [
    "accuracy",
    "precision",
    "recall",
    "f1",
    "confusion_matrix",
    "recall_correct_intervention_selection",
    "false_effective_intervention_rate",
    "primary_intervention_path_accuracy",
    "secondary_intervention_path_accuracy",
    "intervention_alignment_accuracy",
    "high_uncertainty_intervention_miss_rate",
    "rescue_window_miss_rate",
    "intervention_competition_error",
    "pathway_switch_misread_rate"
  ],
  "scorer_entrypoint": "scorer.py",
  "scorer_mode": "single_file_cli",
  "files": [
    "data/train.csv",
    "data/tester.csv",
    "scorer.py",
    "benchmark_spec.json",
    "README.md"
  ]
}