Datasets:

ClarusC64
/

clinical-personal-reanchoring-and-drift-attribution-v0.1

id stringclasses 10 values	person_id stringclasses 10 values	baseline_signature stringclasses 10 values	deviation_vector_summary stringclasses 10 values	deviation_start_day stringclasses 5 values	followup_window_days int64 14 90	time_series_summary stringclasses 10 values	interventions_or_context stringclasses 10 values	coupling_recovery_status stringclasses 10 values	trajectory_class stringclasses 4 values	drift_attribution_top3 stringclasses 9 values	reanchoring_barrier stringclasses 5 values	attribution_evidence stringclasses 10 values	constraints stringclasses 1 value	gold_checklist stringclasses 7 values
PRAD-001	P01	sleep-anchored coherence; high HRV	sleep breach -> HRV drop -> CRP rise	day2	30	sleep restored by day6; HRV returns by day10; CRP normal by day21	stopped late work; no alcohol; pacing	coupling restored by day12	reversion	sleep_erosion,load_accumulation,psychosocial_stress	inadequate_restoration_window	Sleep loss started deviation; restoring sleep and load returned full coupling	Under 220 words.	1 class
PRAD-002	P03	stable thyroid + moderate autonomic tone	TSH drift with decoupling	day1	90	TSH stays high; wearables stable; energy stable; new steady TSH plateau	no change except reduced iodine intake	coupling mostly stable	new_baseline	endocrine_shift,diet_shift,unknown_or_mixed	unknown_or_mixed	Single endocrine channel shifts and stabilizes without global breakdown	Under 220 words.	1 class
PRAD-003	P08	post-infection slow recovery rhythm	global downshift with high coupling loss	day3	60	HRV stays low; sleep irregular; CRP fluctuates; repeated PEM	second viral illness week2	persistence of coupling fragmentation	progressive_drift	infection_retrigger,immune_activation,sleep_erosion	chronic_inflammation_lock	Re-trigger sustains inflammation and prevents coupling recovery	Under 220 words.	1 drift
PRAD-004	P10	travel-linked dips with recovery	travel dip -> autonomic drop	day1	21	returns baseline by day7; repeats with next travel	travel continued weekly	coupling restores each time	oscillatory_instability	travel_disruption,load_accumulation,sleep_erosion	ongoing_trigger_exposure	Trigger repeats; system can re-anchor but keeps getting knocked off	Under 220 words.	1 osc
PRAD-005	P05	low coherence stable state	upshift with sleep gain and CRP drop	day4	45	sleep stays 7.1h; HRV stays higher; CRP lower; mood stable	daily walking; light therapy	coupling improves and persists	new_baseline	intervention_effect,sleep_erosion,load_accumulation	social_constraint_lock	Positive shift holds but depends on maintained schedule and environment	Under 220 words.	1 new
PRAD-006	P02	seasonal dip pattern	subjective collapse without physiologic shift	day5	30	mood recovers in 10 days; no lab drift	stress resolved; therapy session	coupling unchanged	reversion	psychosocial_stress,unknown_or_mixed,load_accumulation	unknown_or_mixed	Subjective channel deviates and resolves without biomarker changes	Under 220 words.	1 rev
PRAD-007	P06	training-block lifts baseline	HRV drop + CRP rise after training stop	day2	40	HRV returns slowly; CRP normal by day30	training resumed gradually	coupling restored by day35	reversion	load_accumulation,intervention_effect,immune_activation	inadequate_restoration_window	Abrupt stop removed stability anchor; gradual rebuild re-anchors system	Under 220 words.	1 anchor
PRAD-008	P04	menstrual-linked oscillation	unexpected HRV dip outside phase window	day1	28	HRV recovers in 5 days; repeats next month with same anomaly	high stress week; poor hydration	coupling restores quickly	oscillatory_instability	psychosocial_stress,load_accumulation,sleep_erosion	ongoing_trigger_exposure	External stress inserts an extra dip outside normal rhythm	Under 220 words.	1 osc
PRAD-009	P07	workload dip and rebound	missing rebound after workload	day2	35	HRV remains low; sleep slightly reduced; energy falls	new management; longer hours	coupling weakened	progressive_drift	psychosocial_stress,load_accumulation,sleep_erosion	social_constraint_lock	Sustained load prevents rebound and pushes baseline downward	Under 220 words.	1 drift
PRAD-010	P09	tight baseline ranges	isolated HRV dip	day1	14	HRV normal by day3; no other shifts	watch sensor change; strap issue	coupling intact	reversion	unknown_or_mixed,intervention_effect,load_accumulation	unknown_or_mixed	Likely measurement artifact given no corroboration and rapid normalization	Under 220 words.	1 artifact

What this dataset tests

Whether a model can classify post-deviation trajectories
and attribute drift drivers and barriers to re-anchoring.

Required outputs

trajectory_class
drift_attribution_top3
reanchoring_barrier

Trajectory classes

reversion
new_baseline
progressive_drift
oscillatory_instability
ambiguous

Attribution types

load_accumulation
sleep_erosion
immune_activation
psychosocial_stress
intervention_effect
infection_retrigger
endocrine_shift
diet_shift
travel_disruption
medication_change
unknown_or_mixed

Re-anchoring barrier labels

ongoing_trigger_exposure
inadequate_restoration_window
coupling_fragmentation
chronic_inflammation_lock
autonomic_lock
metabolic_ceiling
social_constraint_lock
unknown_or_mixed

Typical failures

naming a class without attribution
listing many causes without top 3
ignoring coupling recovery status

Suggested prompt wrapper

System

You classify re-anchoring vs drift after deviation.

User

Baseline
{baseline_signature}

Deviation
{deviation_vector_summary}

Time series
{time_series_summary}

Context
{interventions_or_context}

Return

trajectory class
top 3 drift attributions
re-anchoring barrier
one sentence evidence

Citation

ClarusC64 dataset family

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