Datasets:

ClarusC64
/

clinical-five-node-mof-cascade-boundary-v0.8

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Split (1)

train · 9 rows

scenario_id string	metabolic_stress float64	physiologic_buffer float64	response_lag float64	organ_coupling float64	perfusion_stability float64	drift_gradient float64	drift_velocity float64	drift_acceleration float64	boundary_distance float64	secondary_boundary_distance float64	boundary_competition_ratio float64	boundary_uncertainty float64	trajectory_uncertainty float64	regime_confidence float64	regime_transition_score float64	transition_direction string	regime_separation_margin float64	transition_uncertainty float64	transition_velocity float64	perturbation_radius float64	collapse_trigger string	recovery_distance float64	recovery_gradient float64	return_feasibility float64	delta_metabolic_stress float64	delta_physiologic_buffer float64	delta_response_lag float64	delta_organ_coupling float64	delta_perfusion_stability float64	trajectory_shift float64	minimal_intervention_path string	stabilization_success int64	label_mof_cascade_boundary int64
MOFCAS001	0.83	0.3	0.73	0.78	0.34	0.48	0.41	0.22	0.16	0.19	1.19	0.13	0.18	0.63	0.64	metabolic_overload_to_renal_hepatic_failure	0.1	0.18	0.25	0.29	lactate_escalation	0.25	-0.15	0.57	-0.13	0.1	-0.09	-0.08	0.11	-0.16	optimize perfusion; insulin and electrolyte correction; renal-hepatic review	1	1
MOFCAS002	0.9	0.21	0.82	0.85	0.2	0.67	0.58	0.35	0.09	0.1	1.11	0.2	0.24	0.47	0.8	metabolic_overload_to_multiorgan_failure	0.07	0.24	0.36	0.37	refractory_acidosis	0.37	-0.04	0.26	-0.05	0.02	-0.03	-0.02	0.03	-0.06	vasopressor support; dialysis review; invasive monitoring; ICU escalation	0	0
MOFCAS003	0.76	0.38	0.64	0.69	0.41	0.3	0.25	0.12	0.24	0.37	1.54	0.1	0.13	0.72	0.36	metabolic_overload_to_renal_hepatic_failure	0.17	0.13	0.15	0.2	progressive_azotemia	0.21	-0.13	0.68	-0.1	0.09	-0.08	-0.07	0.08	-0.14	fluids; glucose control; repeat renal and liver function	1	1
MOFCAS004	0.94	0.17	0.89	0.91	0.17	0.78	0.67	0.44	0.07	0.08	1.14	0.23	0.28	0.39	0.87	metabolic_failure_to_refractory_mof	0.05	0.29	0.43	0.41	refractory_hypoperfusion	0.42	-0.02	0.18	-0.03	0.01	-0.01	0	0.01	-0.03	maximal organ support; continuous RRT review; invasive monitoring; urgent senior review	0	0
MOFCAS005	0.7	0.45	0.55	0.6	0.5	0.21	0.18	0.07	0.33	0.49	1.48	0.08	0.1	0.81	0.24	stable_metabolic_stress_to_slow_decline	0.22	0.09	0.1	0.16	catabolic_drift	0.17	-0.11	0.76	-0.08	0.07	-0.06	-0.05	0.06	-0.12	repeat labs; nutrition review; fluid balance reassessment	1	1
MOFCAS006	0.87	0.25	0.79	0.82	0.26	0.59	0.51	0.3	0.13	0.14	1.08	0.17	0.21	0.54	0.77	metabolic_overload_to_multiorgan_failure	0.08	0.21	0.31	0.33	hyperkalemic_instability	0.32	-0.05	0.33	-0.05	0.03	-0.03	-0.01	0.03	-0.07	electrolyte correction; dialysis consideration; perfusion review	0	0
MOFCAS007	0.74	0.41	0.6	0.65	0.39	0.26	0.21	0.09	0.28	0.33	1.18	0.11	0.12	0.77	0.47	metabolic_overload_to_renal_hepatic_failure	0.14	0.13	0.17	0.21	uremic_progression	0.19	-0.14	0.7	-0.09	0.08	-0.07	-0.06	0.07	-0.15	renal support watch; medication adjustment; organ support review	1	1
MOFCAS008	0.95	0.15	0.91	0.92	0.14	0.84	0.72	0.5	0.06	0.07	1.17	0.25	0.3	0.35	0.89	metabolic_failure_to_refractory_mof	0.05	0.3	0.47	0.43	refractory_acidemia	0.44	-0.01	0.15	-0.01	0	0	0.01	0.01	0	full organ support bundle; ICU transfer; urgent dialysis pathway review	0	0
MOFCAS009	0.68	0.47	0.53	0.57	0.53	0.18	0.15	0.05	0.36	0.52	1.44	0.07	0.09	0.83	0.19	stable_metabolic_stress_to_slow_decline	0.24	0.08	0.08	0.14	low_grade_catabolism	0.14	-0.12	0.79	-0.07	0.06	-0.05	-0.05	0.05	-0.13	observe; repeat bloods; nurse escalation protocol	1	1

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