{ "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" ] }