Datasets:

ClarusC64
/

clinical-etiological-cross-basin-transition-escape-analysis-v0.1

id stringclasses 10 values	syndrome_label stringclasses 6 values	basin_start stringclasses 5 values	basin_end stringclasses 6 values	illness_duration_months int64 10 60	precipitating_event stringclasses 5 values	intervention_sequence stringclasses 10 values	response_timecourse stringclasses 10 values	state_shift_evidence stringclasses 10 values	transition_attempted stringclasses 3 values	success_or_trap stringclasses 4 values	basin_escape_barrier stringclasses 7 values	why_failed_or_worked stringclasses 10 values	constraints stringclasses 1 value	gold_checklist stringclasses 9 values
EBTE-001	Long-COVID	basin_A_inflammatory_autonomic	basin_A_inflammatory_autonomic	18	viral_triggered	salt_fluids; beta_blocker; graded pacing; sleep stabilization	HR standing improves in 3 weeks; PEM persists; relapse after overexertion	POTS metrics better but PEM and relapse pattern unchanged	within_basin_stabilization	partial_shift	persistent_autonomic_lock	Autonomic symptoms respond but basin core remains due to PEM relapse loop	Under 220 words.	1 within
EBTE-002	ME/CFS	basin_B_mito_metabolic_fatigue	basin_B_mito_metabolic_fatigue	60	stress_triggered	pacing; sleep protocol; mitochondrial support; CBT	subjective coping improves; exertion ceiling unchanged	PEM 48h remains; activity threshold unchanged	within_basin_stabilization	basin_trap	metabolic_energy_ceiling	Interventions shift experience but do not move the energy ceiling	Under 220 words.	1 trap
EBTE-003	Autoimmune cluster	basin_E_autoimmune_multisystem	basin_E_autoimmune_multisystem	36	mixed_or_unknown	steroid taper; DMARD start; anti-inflammatory diet	flare frequency drops; baseline fatigue persists	ESR down but multisystem flares recur on taper attempts	basin_escape_attempt	partial_shift	immune_autoactivation_loop	Immune markers improve yet flare topology persists when constraint removed	Under 220 words.	1 immune
EBTE-004	Long-COVID	basin_A_inflammatory_autonomic	basin_B_mito_metabolic_fatigue	20	viral_triggered	aggressive pacing; lactate guided activity; nutrition support	POTS reduces; exertion intolerance dominates	Autonomic swings reduce but lactate and PEM become dominant limit	cross_basin_shift	escape_success	metabolic_energy_ceiling	Reduced autonomic lock reveals metabolic basin as dominant attractor	Under 220 words.	1 cross
EBTE-005	MCAS-like	basin_D_mast_cell_histamine_like	basin_D_mast_cell_histamine_like	12	viral_triggered	H1 H2 blockade; trigger elimination; mast stabilizer	flare frequency drops then returns with stress	Food triggers reduce but stress triggers persist	within_basin_stabilization	relapse_to_core	mast_cell_trigger_reactivity	Trigger control helps but reactivity persists under stress load	Under 220 words.	1 relapse
EBTE-006	Neuroimmune syndrome	basin_C_neuroimmune_cognitive	basin_C_neuroimmune_cognitive	22	stress_triggered	sleep reset; sensory load reduction; anti-inflammatory trial	cognitive waves dampen for 4 weeks then recur	Wave amplitude reduced but periodic collapse remains	basin_escape_attempt	partial_shift	neurocognitive_instability_loop	Load reduction lowers amplitude but does not remove oscillation driver	Under 220 words.	1 neuro
EBTE-007	Long-COVID-like	basin_A_inflammatory_autonomic	basin_D_mast_cell_histamine_like	16	stress_triggered	pacing; antihistamine trial; trigger logging	POTS stable; episodic flushing appears; food triggers emerge	Shift from constant orthostatic to episodic flares tied to triggers	cross_basin_shift	partial_shift	mast_cell_trigger_reactivity	Change in dominant pattern suggests basin drift toward mast-cell reactivity	Under 220 words.	1 drift
EBTE-008	ME/CFS	basin_B_mito_metabolic_fatigue	basin_A_inflammatory_autonomic	30	toxic_exposure	detox removal; sleep stabilization; autonomic rehab	energy ceiling still low; orthostatic worsens	New POTS pattern emerges while PEM persists	cross_basin_shift	basin_trap	psychosocial_load_lock	Removing exposure helps some symptoms but stress load and dysautonomia increase	Under 220 words.	1 trap
EBTE-009	Autoimmune cluster	basin_E_autoimmune_multisystem	basin_A_inflammatory_autonomic	24	iatrogenic	immune stabilization; autonomic support; pacing	ESR normalizes; POTS persists	Immune flare topology calms but autonomic basin holds	cross_basin_shift	partial_shift	persistent_autonomic_lock	Immune control removes one loop yet autonomic lock remains	Under 220 words.	1 partial
EBTE-010	Long-COVID	basin_A_inflammatory_autonomic	basin_none_recovered	10	viral_triggered	pacing; sleep reset; anti-inflammatory support	steady improvement; relapse absent by month 3	PEM resolves; HR normalizes; function returns	basin_escape_attempt	escape_success	unknown_or_mixed	Combined reduction in load plus inflammation ends relapse loop and restores stability	Under 220 words.	1 escape

What this dataset tests

Whether a model can track when interventions
cause 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
immune_autoactivation_loop
mast_cell_trigger_reactivity
neurocognitive_instability_loop
psychosocial_load_lock
unknown_or_mixed

Typical failures

treating trigger as the barrier
naming outcomes without a barrier
missing cross-basin shifts when dominance changes

Suggested prompt wrapper

System

You analyze basin transitions and escape.

User

Basin start
{basin_start}

Basin end
{basin_end}

Interventions
{intervention_sequence}

Response
{response_timecourse}

State shift evidence
{state_shift_evidence}

Return

transition attempted
success or trap
escape barrier
one sentence evidence

Citation

ClarusC64 dataset family

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