Datasets:

ClarusC64
/

clinical-drv-atlas-perturbation-response-stability-mapping-v0.1

id stringclasses 10 values	perturbation_type stringclasses 5 values	perturbation_intensity stringclasses 3 values	baseline_state_summary stringclasses 10 values	response_window stringclasses 6 values	response_dynamics stringclasses 10 values	cross_system_coupling stringclasses 8 values	recovery_metrics stringclasses 10 values	response_topology stringclasses 5 values	stability_score_0_100 int64 22 95	evidence_trace stringclasses 10 values	failure_signature stringclasses 1 value	constraints stringclasses 1 value	gold_checklist stringclasses 10 values
DRV-PS-001	infectious_exposure	high	CRP=2; HRV=60; sleep=7.2h	D0-D7	CRP mild bump then normalize; HRV stable	immune-autonomic decoupled	return_to_baseline_day3	rapid_return	92	Short immune response with fast normalization and stable autonomic signals	none	Under 180 words.	1 rapid return
DRV-PS-002	sleep_deprivation	moderate	glucose=94; HRV=55; sleep=6.8h	D0-D5	HRV drops; glucose rises; mood down	sleep-metabolic coupled	baseline_by_day5	delayed_recovery	68	Coupled sleep-glucose disturbance resolves slowly	none	Under 180 words.	1 delayed
DRV-PS-003	psychological_stress	high	CRP=2; HRV=45; sleep=6.2h	W0-W4	HRV suppressed; CRP stable; symptoms spike	autonomic-symptom coupling	partial_recovery_week4	overshoot_instability	54	Stress drives symptom overshoot without biomarker change	none	Under 180 words.	1 overshoot
DRV-PS-004	metabolic_load	high	glucose=98; HRV=48	D0-D7	glucose spikes; HRV drops then rebounds	sleep-metabolic coupled	baseline_by_day6	delayed_recovery	62	Metabolic spike with slow autonomic recovery	none	Under 180 words.	1 metabolic delay
DRV-PS-005	inflammatory_challenge	moderate	CRP=3; HRV=42	D0-D10	CRP rises; HRV tracks inversely	autonomic-inflammatory coupling	baseline_by_day10	oscillatory_instability	49	Inflammation and HRV oscillate before settling	none	Under 180 words.	1 oscillation
DRV-PS-006	sleep_deprivation	high	HRV=40; sleep=5.5h	D0-D7	HRV collapses; glucose unstable; mood drops	multi-system coupling	no_recovery	collapse	22	System fails to stabilize under sleep loss	none	Under 180 words.	1 collapse
DRV-PS-007	infectious_exposure	low	CRP=1; HRV=58	D0-D5	minimal changes	decoupled	baseline_by_day2	rapid_return	95	Low perturbation with no meaningful deviation	none	Under 180 words.	1 rapid
DRV-PS-008	psychological_stress	moderate	HRV=50; sleep=6.5h	W0-W3	HRV dips then rebounds; symptoms transient	autonomic buffering present	baseline_by_week3	rapid_return	80	Stress absorbed with quick autonomic recovery	none	Under 180 words.	1 buffered
DRV-PS-009	metabolic_load	moderate	glucose=100; HRV=44	D0-D7	glucose fluctuates; HRV unstable	sleep-metabolic coupling	partial_recovery	oscillatory_instability	45	Coupled fluctuations persist	none	Under 180 words.	1 oscillatory
DRV-PS-010	inflammatory_challenge	high	CRP=5; HRV=38	D0-D14	CRP spikes; HRV suppressed	autonomic-inflammatory coupling	delayed_return_day14	delayed_recovery	58	High inflammation with slow recovery	none	Under 180 words.	1 delayed high

What this dataset tests

Whether a model can classify response topology
after a controlled perturbation.

It rewards

correct topology
recognition of cross-system coupling
recovery timing

Response topologies

rapid_return
delayed_recovery
overshoot_instability
oscillatory_instability
collapse

Typical failures

confusing overshoot with oscillation
ignoring coupling direction
calling delayed recovery stable

Suggested prompt wrapper

System

You map perturbation response stability.

User

Perturbation
{perturbation_type}
Intensity
{perturbation_intensity}

Baseline
{baseline_state_summary}

Response Dynamics
{response_dynamics}

Return

one response_topology
one sentence evidence

Citation

ClarusC64 dataset family

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