Create dataset_schema.json

dataset_schema.json

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+{
+  "repo_name": "clinical-five-node-mof-cascade-boundary-v1.0",
+  "repo_path": "ClarusC64/clinical-five-node-mof-cascade-boundary-v1.0",
+  "version": "v1.0",
+  "domain": "clinical",
+  "structure": "five-node-cascade",
+  "failure_type": "mof_boundary",
+  "id_column": "scenario_id",
+  "label_column": "label_mof_boundary",
+  "cascade_nodes": [
+    {
+      "name": "metabolic_stress",
+      "type": "float",
+      "range": [0.0, 1.0],
+      "description": "Primary metabolic burden driving multi-organ-failure escalation."
+    },
+    {
+      "name": "perfusion_deficit",
+      "type": "float",
+      "range": [0.0, 1.0],
+      "description": "Circulatory under-delivery and tissue perfusion failure."
+    },
+    {
+      "name": "renal_strain",
+      "type": "float",
+      "range": [0.0, 1.0],
+      "description": "Renal stress and clearance instability within the cascade."
+    },
+    {
+      "name": "hepatic_drift",
+      "type": "float",
+      "range": [0.0, 1.0],
+      "description": "Hepatic destabilization and downstream metabolic drift."
+    },
+    {
+      "name": "buffer_capacity",
+      "type": "float",
+      "range": [0.0, 1.0],
+      "description": "Remaining reserve available to absorb cascade stress."
+    }
+  ],
+  "trajectory_signals": [
+    {"name": "drift_gradient", "type": "float", "range": [-1.0, 1.0]},
+    {"name": "drift_velocity", "type": "float", "range": [0.0, 1.0]},
+    {"name": "drift_acceleration", "type": "float", "range": [0.0, 1.0]},
+    {"name": "trajectory_shift", "type": "float", "range": [-1.0, 1.0]}
+  ],
+  "boundary_signals": [
+    {"name": "boundary_distance", "type": "float", "range": [0.0, 1.0]},
+    {"name": "secondary_boundary_distance", "type": "float", "range": [0.0, 1.0]},
+    {"name": "boundary_competition_ratio", "type": "float", "range": [0.0, 1.0]}
+  ],
+  "uncertainty_signals": [
+    {"name": "boundary_uncertainty", "type": "float", "range": [0.0, 1.0]},
+    {"name": "trajectory_uncertainty", "type": "float", "range": [0.0, 1.0]},
+    {"name": "regime_confidence", "type": "float", "range": [0.0, 1.0]},
+    {"name": "transition_uncertainty", "type": "float", "range": [0.0, 1.0]},
+    {"name": "intervention_uncertainty", "type": "float", "range": [0.0, 1.0]},
+    {"name": "controller_confidence", "type": "float", "range": [0.0, 1.0]},
+    {"name": "feedback_noise_ratio", "type": "float", "range": [0.0, 1.0]}
+  ],
+  "regime_transition_signals": [
+    {"name": "regime_transition_score", "type": "float", "range": [0.0, 1.0]},
+    {"name": "transition_direction", "type": "string", "allowed_values": ["toward_failure", "toward_recovery", "neutral"]},
+    {"name": "regime_separation_margin", "type": "float", "range": [0.0, 1.0]},
+    {"name": "transition_uncertainty", "type": "float", "range": [0.0, 1.0]},
+    {"name": "transition_velocity", "type": "float", "range": [0.0, 1.0]}
+  ],
+  "intervention_signals": [
+    {"name": "intervention_leverage_score", "type": "float", "range": [0.0, 1.0]},
+    {"name": "intervention_alignment_score", "type": "float", "range": [0.0, 1.0]},
+    {"name": "rescue_window_width", "type": "float", "range": [0.0, 1.0]},
+    {"name": "pathway_divergence_margin", "type": "float", "range": [0.0, 1.0]},
+    {"name": "intervention_competition_ratio", "type": "float", "range": [0.0, 1.0]},
+    {"name": "primary_intervention_path", "type": "string"},
+    {"name": "secondary_intervention_path", "type": "string"},
+    {"name": "intervention_uncertainty", "type": "float", "range": [0.0, 1.0]},
+    {"name": "pathway_switch_velocity", "type": "float", "range": [0.0, 1.0]},
+    {"name": "minimal_intervention_path", "type": "string"}
+  ],
+  "control_signals": [
+    {"name": "control_sequence_alignment_score", "type": "float", "range": [0.0, 1.0]},
+    {"name": "control_horizon", "type": "integer", "range": [0, 5]},
+    {"name": "feedback_response_score", "type": "float", "range": [0.0, 1.0]},
+    {"name": "intervention_timing_score", "type": "float", "range": [0.0, 1.0]},
+    {"name": "adaptation_latency", "type": "integer", "range": [0, 10]},
+    {"name": "control_stability_margin", "type": "float", "range": [0.0, 1.0]},
+    {"name": "sequence_divergence_margin", "type": "float", "range": [0.0, 1.0]},
+    {"name": "controller_confidence", "type": "float", "range": [0.0, 1.0]},
+    {"name": "recovery_consistency_score", "type": "float", "range": [0.0, 1.0]},
+    {"name": "control_recalibration_count", "type": "integer", "range": [0, 10]},
+    {"name": "terminal_pathway_state", "type": "string", "allowed_values": ["stabilized", "partially_stabilized", "unstable_recovery", "relapse", "irreversible_collapse"]},
+    {"name": "feedback_noise_ratio", "type": "float", "range": [0.0, 1.0]},
+    {"name": "controller_oscillation_score", "type": "float", "range": [0.0, 1.0]},
+    {"name": "rollback_trigger_count", "type": "integer", "range": [0, 10]}
+  ],
+  "perturbation_signals": [
+    {"name": "perturbation_radius", "type": "float", "range": [0.0, 1.0]},
+    {"name": "collapse_trigger", "type": "string"}
+  ],
+  "recovery_signals": [
+    {"name": "recovery_distance", "type": "float", "range": [0.0, 1.0]},
+    {"name": "recovery_gradient", "type": "float", "range": [-1.0, 1.0]},
+    {"name": "return_feasibility", "type": "float", "range": [0.0, 1.0]}
+  ],
+  "delta_signals": [
+    {"name": "delta_metabolic_stress", "type": "float", "range": [-1.0, 1.0]},
+    {"name": "delta_perfusion_deficit", "type": "float", "range": [-1.0, 1.0]},
+    {"name": "delta_renal_strain", "type": "float", "range": [-1.0, 1.0]},
+    {"name": "delta_hepatic_drift", "type": "float", "range": [-1.0, 1.0]},
+    {"name": "delta_buffer_capacity", "type": "float", "range": [-1.0, 1.0]}
+  ],
+  "outcome_fields": [
+    {"name": "stabilization_success", "type": "integer", "range": [0, 1]},
+    {"name": "label_mof_boundary", "type": "integer", "range": [0, 1]}
+  ],
+  "withheld_in_tester": [
+    "stabilization_success"
+  ],
+  "row_schema_order": [
+    "scenario_id",
+    "metabolic_stress",
+    "perfusion_deficit",
+    "renal_strain",
+    "hepatic_drift",
+    "buffer_capacity",
+    "drift_gradient",
+    "drift_velocity",
+    "drift_acceleration",
+    "boundary_distance",
+    "secondary_boundary_distance",
+    "boundary_competition_ratio",
+    "boundary_uncertainty",
+    "trajectory_uncertainty",
+    "regime_confidence",
+    "regime_transition_score",
+    "transition_direction",
+    "regime_separation_margin",
+    "transition_uncertainty",
+    "transition_velocity",
+    "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",
+    "control_sequence_alignment_score",
+    "control_horizon",
+    "feedback_response_score",
+    "intervention_timing_score",
+    "adaptation_latency",
+    "control_stability_margin",
+    "sequence_divergence_margin",
+    "controller_confidence",
+    "recovery_consistency_score",
+    "control_recalibration_count",
+    "terminal_pathway_state",
+    "feedback_noise_ratio",
+    "controller_oscillation_score",
+    "rollback_trigger_count",
+    "perturbation_radius",
+    "collapse_trigger",
+    "recovery_distance",
+    "recovery_gradient",
+    "return_feasibility",
+    "delta_metabolic_stress",
+    "delta_perfusion_deficit",
+    "delta_renal_strain",
+    "delta_hepatic_drift",
+    "delta_buffer_capacity",
+    "trajectory_shift",
+    "minimal_intervention_path",
+    "stabilization_success",
+    "label_mof_boundary"
+  ],
+  "tester_row_schema_order": [
+    "scenario_id",
+    "metabolic_stress",
+    "perfusion_deficit",
+    "renal_strain",
+    "hepatic_drift",
+    "buffer_capacity",
+    "drift_gradient",
+    "drift_velocity",
+    "drift_acceleration",
+    "boundary_distance",
+    "secondary_boundary_distance",
+    "boundary_competition_ratio",
+    "boundary_uncertainty",
+    "trajectory_uncertainty",
+    "regime_confidence",
+    "regime_transition_score",
+    "transition_direction",
+    "regime_separation_margin",
+    "transition_uncertainty",
+    "transition_velocity",
+    "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",
+    "control_sequence_alignment_score",
+    "control_horizon",
+    "feedback_response_score",
+    "intervention_timing_score",
+    "adaptation_latency",
+    "control_stability_margin",
+    "sequence_divergence_margin",
+    "controller_confidence",
+    "recovery_consistency_score",
+    "control_recalibration_count",
+    "terminal_pathway_state",
+    "feedback_noise_ratio",
+    "controller_oscillation_score",
+    "rollback_trigger_count",
+    "perturbation_radius",
+    "collapse_trigger",
+    "recovery_distance",
+    "recovery_gradient",
+    "return_feasibility",
+    "delta_metabolic_stress",
+    "delta_perfusion_deficit",
+    "delta_renal_strain",
+    "delta_hepatic_drift",
+    "delta_buffer_capacity",
+    "trajectory_shift",
+    "minimal_intervention_path",
+    "label_mof_boundary"
+  ]
+}