id stringclasses 10
values | condition stringclasses 8
values | intervention stringclasses 9
values | belief_state_summary stringclasses 9
values | contextual_framing stringclasses 10
values | biomarker_trajectory stringclasses 9
values | subjective_outcome stringclasses 9
values | objective_outcome stringclasses 9
values | decomposition_hint stringclasses 10
values | interaction_topology stringclasses 5
values | dominance_order stringclasses 3
values | failure_mode stringclasses 6
values | topology_evidence stringclasses 10
values | constraints stringclasses 1
value | gold_checklist stringclasses 7
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
MBI-001 | chronic pain | NSAID | high expectation | positive confident | CRP 6->3 | pain 7->3 | CRP reduction | bio=65 meaning=25 | amplifying | balanced | none | Objective biomarker shift plus strong expectancy amplifies symptom relief | Under 170 words. | 1 amplifying |
MBI-002 | chronic pain | placebo | high expectation | ritualized positive | CRP 5->5 | pain 7->3 | no biomarker change | bio=5 meaning=80 | overriding | meaning_over_biology | placebo_masking | Meaning produces large subjective change without objective shift | Under 170 words. | 1 overriding |
MBI-003 | pain | opioid | fearful; side-effect focus | risk-heavy uncertain | pain 8->7 | mild relief | minimal objective change | bio=25 meaning=5 | suppressive | meaning_over_biology | nocebo_suppression | Fear context suppresses expressed benefit | Under 170 words. | 1 suppressive |
MBI-004 | asthma | bronchodilator | high trust | clear explanation | FEV1 62->72 | breathing easier | FEV1 rise | bio=70 meaning=15 | additive | biology_over_meaning | none | Biology drives objective gain with small subjective boost | Under 170 words. | 1 additive |
MBI-005 | IBS | antispasmodic | anxious high expectancy | reassuring | symptoms 6->3 | major relief | subjective dominant | bio=35 meaning=50 | amplifying | balanced | none | Both drug and meaning contribute, meaning amplifies symptom change | Under 170 words. | 1 amplifying |
MBI-006 | eczema | topical steroid | neutral | neutral | EASI 14->9 | moderate relief | lesion reduction | bio=55 meaning=10 | additive | biology_over_meaning | none | Objective skin improvement dominates; low meaning influence | Under 170 words. | 1 additive |
MBI-007 | depression | SSRI early | low expectation | flat uncertain | PHQ 18->16 | minimal change | minimal change | bio=20 meaning=5 uncertainty=75 | antagonistic | balanced | high_uncertainty | Weak signals and early window create ambiguity between mechanisms | Under 170 words. | 1 uncertain |
MBI-008 | fatigue | vitamin infusion | strong belief | high ritual | labs unchanged | energized | no objective change | bio=0 meaning=85 | overriding | meaning_over_biology | meaning_override_false_positive | Meaning dominates perceived energy with no biological marker shift | Under 170 words. | 1 overriding |
MBI-009 | migraine | triptan | confident prior success | efficient positive | pain 8->2 rapid | rapid relief | typical response | bio=75 meaning=15 | amplifying | biology_over_meaning | none | Drug works and prior success amplifies speed and confidence of relief | Under 170 words. | 1 amplifying bio |
MBI-010 | pain | NSAID | skeptical | dismissive framing | CRP 6->3 | pain 7->6 | CRP reduction | bio high meaning negative | antagonistic | biology_over_meaning | biology_misattribution | Biomarker improves but subjective relief muted by negative meaning context | Under 170 words. | 1 antagonistic |
What this dataset tests
Whether a model can classify how meaning and biology interact
in driving an observed outcome.
Required outputs
- interaction_topology
- dominance_order
- failure_mode
Interaction topology labels
- additive
- amplifying
- suppressive
- overriding
- antagonistic
Dominance order
- biology_over_meaning
- meaning_over_biology
- balanced
Failure modes
- placebo_masking
- nocebo_suppression
- meaning_override_false_positive
- biology_misattribution
- high_uncertainty
- none
Suggested prompt wrapper
System
You classify meaning–biology interaction topology.
User
Belief
{belief_state_summary}
Context
{contextual_framing}
Biomarkers
{biomarker_trajectory}
Outcomes
Subjective: {subjective_outcome}
Objective: {objective_outcome}
Return
- one topology
- dominance order
- one failure mode
- one sentence evidence
Citation
ClarusC64 dataset family
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