etiological
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-etiological-basin-identification-v0.1What this dataset tests
Whether a model can identify the stable illness basinfrom multi-system features, independent of trigger.
Required outputs
basin_id
basin_stability_score_0_100
defining_state_features_top5
Basin labels
basin_A_inflammatory_autonomic
basin_B_mito_metabolic_fatigue
basin_C_neuroimmune_cognitive
basin_D_mast_cell_histamine_like
basin_E_autoimmune_multisystem
Typical failures
using precipitating event as the primary classifier
listing symptoms… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-etiological-basin-identification-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-etiological-pathway-divergence-mapping-v0.1What this dataset tests
Whether a model can identify how different etiological pathwaysenter the same stable illness basin.
Required outputs
pathway_type
entry_signature_top5
distance_from_basin_core_0_100
Pathway types
viral_triggered
stress_triggered
toxic_exposure
iatrogenic
mixed_or_unknown
Typical failures
using basin_id as a proxy for pathway
ignoring early phase features
outputting distance with no rationale
Suggested prompt wrapper
System
You map… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-etiological-pathway-divergence-mapping-v0.1.