basin-transition
clinical-etiological-cross-basin-transition-escape-analysis-v0.1What this dataset tests
Whether a model can track when interventionscause stabilization, basin shifts, or true basin escape.
Required outputs
transition_attempted
success_or_trap
basin_escape_barrier
Transition attempted labels
within_basin_stabilization
cross_basin_shift
basin_escape_attempt
Success or trap labels
escape_success
partial_shift
basin_trap
relapse_to_core
ambiguous
Escape barrier labels
persistent_autonomic_lock
metabolic_energy_ceiling… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-etiological-cross-basin-transition-escape-analysis-v0.1.clinical-quad-manifold-gradient-curvature-local-density-exposure-basin-transition-v0.1What this repo does
This dataset models basin boundary detection on a constructed patient manifold. It predicts when the interaction between manifold gradient, curvature, local patient density, and treatment exposure places a patient near a stability boundary where regime transition becomes likely.
Core quad
manifold_gradient_index
curvature_index
local_patient_density_index
treatment_exposure_index
Prediction target
label_basin_transition
Row structure
Each row represents a patient manifold… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-manifold-gradient-curvature-local-density-exposure-basin-transition-v0.1.clinical-etiological-cross-basin-transition-escape-analysis-v0.2
Clinical Etiological Cross Basin Transition Escape Analysis v0.2
What this is
A small dataset that tests one question:
Can you detect when a clinical system is moving toward cross-basin escape failure, not just carrying etiological instability?
This repo focuses on etiological cross-basin transition and escape analysis.
It models a system where:
etiology divergence may widen
cross-basin pressure may rise
escape route viability may shrink
transition lock-in may trap the… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-etiological-cross-basin-transition-escape-analysis-v0.2.clinical-quad-patient-manifold-density-curvature-basin-boundary-distance-transition-risk-v0.2What this repo does
This dataset models patient manifold construction signals and basin transition risk. It predicts when the interaction between local density, curvature, basin depth, and boundary distance indicates that a patient state is near a stability boundary where a regime transition becomes likely.
Core quad
local_density_index
curvature_index
basin_depth_index
boundary_distance_index
Prediction target
label_transition_risk
Row structure
Each row represents a patient manifold state… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-patient-manifold-density-curvature-basin-boundary-distance-transition-risk-v0.2.