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ClarusC64
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clinical-five-node-shock-cascade-boundary-v0.7

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train · 10 rows

scenario_id string	perfusion_stress float64	cardiac_load float64	buffer float64	lag float64	coupling float64	drift_gradient float64	drift_velocity float64	drift_acceleration float64	boundary_distance float64	boundary_uncertainty float64	trajectory_uncertainty float64	regime_confidence float64	perturbation_radius float64	collapse_trigger string	recovery_distance float64	recovery_gradient float64	return_feasibility float64	delta_perfusion_stress float64	delta_cardiac_load float64	delta_buffer float64	delta_lag float64	delta_coupling float64	trajectory_shift float64	minimal_intervention_path string	stabilization_success int64	label_shock_cascade_boundary int64
SHB7001	0.7	0.66	0.41	0.56	0.65	0.59	0.51	0.13	0.21	0.17	0.2	0.78	0.24	perfusion_drop_with_vasoplegia	0.55	-0.18	0.42	-0.17	-0.15	0.12	-0.05	-0.06	-0.14	fluids+vasopressor_adjustment	1	1
SHB7002	0.78	0.73	0.38	0.63	0.72	0.66	0.58	0.16	0.17	0.12	0.15	0.85	0.2	cardiogenic_drift	0.6	-0.22	0.35	-0.19	-0.17	0.14	-0.06	-0.08	-0.17	inotrope+hemodynamic_support	1	1
SHB7003	0.61	0.55	0.49	0.5	0.6	0.44	0.37	0.09	0.32	0.23	0.27	0.64	0.29	transient_hypotension	0.47	-0.11	0.5	-0.1	-0.09	0.08	-0.04	-0.05	-0.08	fluids+monitoring	1	0
SHB7004	0.84	0.79	0.34	0.68	0.77	0.72	0.63	0.18	0.14	0.1	0.12	0.88	0.18	shock_boundary_crossing	0.63	-0.25	0.29	-0.21	-0.2	0.16	-0.07	-0.09	-0.2	critical_care_bundle+pressors	1	1
SHB7005	0.65	0.59	0.44	0.55	0.63	0.49	0.42	0.1	0.27	0.36	0.39	0.56	0.31	mixed_hemodynamic_signal	0.52	-0.13	0.39	-0.11	-0.1	0.09	-0.05	-0.06	-0.07	diagnostics+support	0	0
SHB7006	0.81	0.75	0.36	0.66	0.75	0.68	0.6	0.17	0.16	0.09	0.11	0.89	0.19	vasoplegic_drift	0.61	-0.24	0.31	-0.19	-0.18	0.15	-0.07	-0.09	-0.18	vasopressor_adjustment+fluids	1	1
SHB7007	0.57	0.51	0.5	0.49	0.59	0.38	0.33	0.08	0.39	0.24	0.28	0.66	0.34	early_pressure_instability	0.45	-0.1	0.55	-0.08	-0.07	0.07	-0.04	-0.05	-0.07	observation+fluids	1	0
SHB7008	0.74	0.68	0.4	0.61	0.7	0.61	0.53	0.14	0.2	0.42	0.45	0.47	0.27	uncertain_hemodynamic_regime	0.56	-0.12	0.33	-0.12	-0.11	0.11	-0.06	-0.07	-0.05	imaging+supportive_care	0	0
SHB7009	0.76	0.7	0.39	0.6	0.69	0.62	0.54	0.14	0.19	0.14	0.17	0.8	0.23	renal_hypoperfusion_progression	0.56	-0.2	0.37	-0.17	-0.16	0.13	-0.06	-0.08	-0.15	hemodynamic_support+renal_review	1	1
SHB7010	0.66	0.61	0.45	0.54	0.64	0.48	0.42	0.1	0.27	0.18	0.22	0.71	0.28	post_intervention_drift	0.5	-0.15	0.43	-0.12	-0.11	0.1	-0.05	-0.06	-0.11	reassessment+repeat_lactate	1	1

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