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id
stringclasses
10 values
intervention_name
stringclasses
10 values
modality_class
stringclasses
8 values
protocol_summary
stringclasses
10 values
dose_or_stimulus
stringclasses
10 values
intensity_0_100
int64
35
85
duration_hours
float64
0.05
1.01k
frequency_pattern
stringclasses
9 values
setting_context
stringclasses
6 values
expectation_context
stringclasses
5 values
contraindication_flags
stringclasses
10 values
perturbation_profile
stringclasses
10 values
primary_system_engaged
stringclasses
7 values
perturbation_axes_top5
stringclasses
10 values
encoding_evidence
stringclasses
10 values
constraints
stringclasses
1 value
gold_checklist
stringclasses
1 value
IRPE-001
Vagus nerve stimulation
neuromodulation
tVNS ear clip 25 Hz
0.8 mA
45
0.5
daily x 14
clinic supervised first session then home
neutral framing
arrhythmia_risk=no
target=parasympathetic; lever=afferent vagal input; onset=minutes; pattern=repeated pulses
autonomic_vagal
intensity_0_100; onset_speed; exposure_pattern; coupling_breadth; monitoring_density
Direct vagal lever with fast onset and repeated dosing
Under 190 words.
1 profile
IRPE-002
Psilocybin assisted therapy
psychedelic
25 mg session with prep and integration
25 mg
85
6
single session
therapist guided room
high expectancy
psychosis_risk=screen
target=brain network reconfiguration; lever=5HT2A agonism + context; onset=30-60min; pattern=single high dose
neuroplasticity_network
intensity_0_100; duration_hours; context_safety; expectation_load; coupling_breadth
High intensity with strong context load and broad coupling
Under 190 words.
1 profile
IRPE-003
Prolonged fasting
metabolic
72h water fast with electrolytes
72h
70
72
single block
home with monitoring
mixed expectancy
diabetes_risk=monitor
target=metabolic switch; lever=glycogen depletion; onset=hours; pattern=continuous deprivation
metabolic_energy
duration_hours; onset_speed; adherence_friction; reversibility; coupling_breadth
Long duration with rising adherence friction and broad systemic coupling
Under 190 words.
1 profile
IRPE-004
Ketogenic diet start
metabolic
strict keto 20g carbs for 4 weeks
20g carbs
55
672
daily continuous
home
neutral
eating_disorder_risk=screen
target=metabolic fuel shift; lever=carb restriction; onset=days; pattern=continuous dietary constraint
metabolic_energy
duration_hours; exposure_pattern; adherence_friction; reversibility; coupling_breadth
Diet constraint with slow onset and moderate intensity
Under 190 words.
1 profile
IRPE-005
Cold exposure protocol
hormetic
3 min cold shower x 10 days
3 min
60
0.05
daily x 10
home
high expectancy
cardiac_risk=screen
target=autonomic and endocrine surge; lever=cold shock; onset=seconds; pattern=brief repeated pulses
endocrine_stress
onset_speed; exposure_pattern; intensity_0_100; reversibility; expectation_load
Fast onset pulses with high reversibility
Under 190 words.
1 profile
IRPE-006
Anti inflammatory steroid burst
immune
prednisone 40mg x 5 days
40 mg
65
120
daily x 5
home
neutral
infection_risk=watch
target=immune suppression; lever=glucocorticoid; onset=hours; pattern=short course taperless
immune_inflammatory
intensity_0_100; duration_hours; reversibility; monitoring_density; coupling_breadth
Direct immune lever with medium onset and broad coupling
Under 190 words.
1 profile
IRPE-007
FMT capsule course
microbiome
capsules x 3 days
30 caps
50
72
daily x 3
clinic prescribed home use
neutral
immunocompromised=no
target=gut ecosystem reseed; lever=donor microbial transfer; onset=days; pattern=short burst then settle
gut_microbiome
duration_hours; onset_speed; reversibility; coupling_breadth; monitoring_density
Short burst with slow settling and medium reversibility
Under 190 words.
1 profile
IRPE-008
CBT insomnia protocol
behavioral
6 sessions weekly plus homework
6 sessions
35
1,008
weekly x 6
telehealth
moderate expectancy
none
target=sleep regulation; lever=behavioral schedule; onset=weeks; pattern=repeated coaching loops
sleep_circadian
duration_hours; context_safety; adherence_friction; exposure_pattern; expectation_load
Slow onset with adherence friction and high context safety
Under 190 words.
1 profile
IRPE-009
Breathwork CO2 tolerance
behavioral
20 min daily paced breathing x 21 days
20 min
40
7
daily x 21
home
high expectancy
panic_risk=monitor
target=autonomic tone; lever=CO2 setpoint training; onset=minutes; pattern=repeated practice
autonomic_vagal
exposure_pattern; onset_speed; adherence_friction; intensity_0_100; expectation_load
Repeated practice with fast onset but skill dependent
Under 190 words.
1 profile
IRPE-010
SSRI initiation
pharmacologic
sertraline start 50mg daily
50 mg
45
672
daily continuous
home
mixed expectancy
mania_risk=screen
target=serotonin tone; lever=reuptake inhibition; onset=weeks; pattern=continuous dosing
neuroplasticity_network
duration_hours; onset_speed; reversibility; monitoring_density; expectation_load
Slow onset with moderate monitoring needs
Under 190 words.
1 profile

What this dataset tests

Whether a model can encode an intervention
as a structured perturbation object.

Required outputs

  • perturbation_profile
  • primary_system_engaged
  • perturbation_axes_top5

Primary system labels

  • autonomic_vagal
  • neuroplasticity_network
  • metabolic_energy
  • immune_inflammatory
  • gut_microbiome
  • endocrine_stress
  • sleep_circadian

Perturbation profile format

Include these keys in plain text

  • target=
  • lever=
  • onset=
  • pattern=

Typical failures

  • naming outcomes instead of the perturbation
  • missing the primary system label
  • listing many axes with no top 5

Suggested prompt wrapper

System

You encode the intervention as a structured perturbation.

User

Intervention
{intervention_name}

Protocol
{protocol_summary}

Dose or stimulus
{dose_or_stimulus}

Intensity
{intensity_0_100}

Duration
{duration_hours}

Context
{setting_context}

Expectation
{expectation_context}

Return

  • perturbation_profile
  • primary_system_engaged
  • perturbation_axes_top5
  • one sentence evidence

Citation

ClarusC64 dataset family

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