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id
stringclasses
10 values
exposure_context
stringclasses
10 values
phenotype_label
stringclasses
6 values
immune_state
stringclasses
10 values
metabolic_state
stringclasses
9 values
autonomic_neural_state
stringclasses
10 values
psychosocial_state
stringclasses
6 values
perturbation_summary
stringclasses
8 values
observed_outcome
stringclasses
10 values
coherence_factor_set_top3
stringclasses
10 values
factor_rank_order
stringclasses
10 values
factor_evidence_trace
stringclasses
10 values
failure_signature
stringclasses
2 values
constraints
stringclasses
1 value
gold_checklist
stringclasses
10 values
DRV-CF-001
household flu exposure 7 days
high_resilience
CRP=2 stable; cytokines balanced
glucose=92 stable
HRV=62 stable; sleep=7.4h
stress=moderate; support=high
exposure high, no meds
no illness
buffering_capacity_high; variance_damping_high; social_buffering_present
1 buffering_capacity_high 2 variance_damping_high 3 social_buffering_present
Stable HRV and sleep with low inflammation plus strong support under high exposure
none
Under 200 words.
1 top3 factors
DRV-CF-002
workplace outbreak
overt_vulnerability
CRP=10 rising; cytokine skew pro-inflam
glucose=145 unstable; A1c=7.8
HRV=34 low; sleep=5.0h fragmented
stress=high; support=low
exposure high
hospitalization
buffering_capacity_low; stress_inflammation_coupling; immune_metabolic_instability
1 buffering_capacity_low 2 immune_metabolic_instability 3 stress_inflammation_coupling
Low HRV and sleep collapse with rising inflammation and unstable glucose predicts collapse
none
Under 200 words.
1 low buffering
DRV-CF-003
surgery recovery 4 weeks
brittle_stability
CRP=6 variable
glucose=110; TG=210
HRV=42 variable; sleep=6.0h
stress=high; support=low
post-op rehab load
setbacks
variance_damping_low; autonomic_inflammatory_coupling; social_buffering_absent
1 variance_damping_low 2 autonomic_inflammatory_coupling 3 social_buffering_absent
High variance with inflammation tracking HRV dips plus weak support
none
Under 200 words.
1 variance low
DRV-CF-004
low exposure viral season
overt_vulnerability
CRP=1 low
glucose=88 stable
HRV=30 low; sleep=4.8h
stress=very_high; support=low
exposure low
severe symptoms
buffering_capacity_low; variance_damping_low; stress_inflammation_coupling
1 buffering_capacity_low 2 variance_damping_low 3 stress_inflammation_coupling
Autonomic fragility and sleep collapse under stress despite low biomarkers
none
Under 200 words.
1 autonomic fragility
DRV-CF-005
high exposure outbreak
compensated_vulnerability
CRP=8; pro-inflam=1
glucose=132; A1c=7.2
HRV=38; sleep=5.5h
stress=high; support=high
exposure high
moderate symptoms
social_buffering_present; immune_metabolic_instability; buffering_capacity_low
1 social_buffering_present 2 immune_metabolic_instability 3 buffering_capacity_low
High support reduces severity even with metabolic and inflammatory risk
none
Under 200 words.
1 social buffer
DRV-CF-006
post-op rehab 6 weeks
latent_resilience
CRP=4 stable
glucose=98 stable
HRV=48; sleep=6.8h
stress=moderate; support=high
rehab load moderate
steady recovery
recovery_slope_strong; variance_damping_high; social_buffering_present
1 recovery_slope_strong 2 variance_damping_high 3 social_buffering_present
Steady slope with low volatility under load, supported context
none
Under 200 words.
1 recovery slope
DRV-CF-007
chronic stress 3 months
brittle_stability
CRP=2 stable
glucose=92 stable
HRV=45; sleep=6.2h
stress=very_high; support=low
stress persistent
minor infections
variance_damping_low; social_buffering_absent; stress_inflammation_coupling
1 variance_damping_low 2 social_buffering_absent 3 stress_inflammation_coupling
Repeated minor failures with low buffering context
none
Under 200 words.
1 brittle
DRV-CF-008
same exposure cohort
latent_resilience
CRP=3 stable
glucose=95 stable
HRV=55; sleep=6.6h
stress=high; support=medium
exposure high
mild symptoms then recovery
buffering_capacity_high; recovery_slope_strong; variance_damping_high
1 buffering_capacity_high 2 recovery_slope_strong 3 variance_damping_high
Short symptom response with quick return and stable signals
none
Under 200 words.
1 latent
DRV-CF-009
sleep deprivation week
compensated_vulnerability
CRP=4
glucose=105 variable
HRV=40; sleep=4.9h
stress=high; support=high
sleep loss perturbation
no major illness but fatigue high
social_buffering_present; sleep_metabolic_coupling; variance_damping_low
1 sleep_metabolic_coupling 2 variance_damping_low 3 social_buffering_present
Sleep drop drives glucose volatility; support prevents collapse
none
Under 200 words.
1 sleep metabolic
DRV-CF-010
diet perturbation
mixed_uncertain
CRP=2
glucose=90 stable
HRV=58 stable
stress=low; support=low
diet change
unexpected severe symptoms
mixed_uncertain; buffering_capacity_high; variance_damping_high
1 mixed_uncertain 2 buffering_capacity_high 3 variance_damping_high
Signals suggest resilience but outcome conflicts. Mark uncertain
ambiguous
Under 200 words.
1 uncertain

What this dataset tests

Whether a model can extract the minimal cross-system coherence factor set
that explains resilience or vulnerability.

It rewards

  • minimal factor selection
  • correct coupling recognition
  • ranking by dominance

Coherence factor labels

  • buffering_capacity_high
  • buffering_capacity_low
  • variance_damping_high
  • variance_damping_low
  • autonomic_inflammatory_coupling
  • sleep_metabolic_coupling
  • stress_inflammation_coupling
  • immune_metabolic_instability
  • social_buffering_present
  • social_buffering_absent
  • recovery_slope_strong
  • recovery_slope_weak
  • mixed_uncertain

Suggested prompt wrapper

System

You extract the top 3 coherence factors.

User

Immune
{immune_state}

Metabolic
{metabolic_state}

Autonomic and Neural
{autonomic_neural_state}

Psychosocial
{psychosocial_state}

Perturbation
{perturbation_summary}

Outcome
{observed_outcome}

Return

  • top 3 factors in rank order
  • one sentence evidence

Citation

ClarusC64 dataset family

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