Datasets:

ClarusC64
/

clinical-placebo-contextual-expectation-modulation-mapping-v0.1

id stringclasses 10 values	condition stringclasses 8 values	intervention stringclasses 9 values	baseline_expectation_0_100 int64 35 70	clinician_language_style stringclasses 10 values	framing_valence stringclasses 3 values	certainty_tone stringclasses 3 values	ritual_intensity_0_100 int64 5 85	trust_signals_0_100 int64 20 80	prior_treatment_history stringclasses 7 values	cultural_belief_load stringclasses 3 values	expectation_gain_or_penalty_-50_to_50 int64 -25 25	placebo_amplification_index_0_100 int64 10 90	nocebo_risk_index_0_100 int64 5 80	mapping_evidence stringclasses 10 values	constraints stringclasses 1 value	gold_checklist stringclasses 10 values
CEM-001	chronic pain	NSAID	55	clear and warm	positive	confident	20	75	prior benefit	medium	15	60	10	Positive confident framing plus trust increases expectation	Under 160 words.	1 gain
CEM-002	chronic pain	placebo	50	warm and suggestive	positive	very confident	70	80	neutral prior	high	25	85	5	High ritual and high certainty boosts placebo amplification	Under 160 words.	1 high placebo
CEM-003	pain	opioid	60	risk-heavy	negative	uncertain	10	40	prior side effects	medium	-20	15	80	Risk-heavy uncertain language plus prior harm elevates nocebo risk	Under 160 words.	1 nocebo
CEM-004	IBS	antispasmodic	45	explanatory	balanced	confident	30	70	mixed prior	medium	10	55	15	Mechanism explanation and trust raises expectation moderately	Under 160 words.	1 moderate
CEM-005	depression	SSRI	35	flat	balanced	uncertain	10	45	prior failure	low	-10	20	55	Low trust and prior failure reduce expectation; nocebo rises	Under 160 words.	1 penalty
CEM-006	asthma	bronchodilator	70	direct	positive	confident	15	80	prior success	low	10	50	10	High baseline expectation with trust adds small gain	Under 160 words.	1 small gain
CEM-007	fatigue	vitamin infusion	65	ritualized coach style	positive	very confident	85	70	no prior	high	20	90	10	High ritual and cultural belief load amplify placebo index	Under 160 words.	1 ritual
CEM-008	eczema	topical steroid	50	neutral	balanced	confident	5	65	prior benefit	low	5	40	10	Low ritual but confident tone produces small gain	Under 160 words.	1 small
CEM-009	migraine	triptan	60	efficient	positive	confident	10	75	prior success	medium	8	45	10	Confidence plus prior success yields modest amplification	Under 160 words.	1 modest
CEM-010	IBS	placebo	40	dismissive	negative	uncertain	20	20	prior failure	medium	-25	10	70	Dismissive language and low trust create penalty and nocebo risk	Under 160 words.	1 negative

What this dataset tests

Whether a model can map how context shifts expectation.

Required outputs

expectation_gain_or_penalty_-50_to_50
placebo_amplification_index_0_100
nocebo_risk_index_0_100

Typical failures

ignoring trust and ritual intensity
calling risk disclosure placebo
outputting scores without directional justification

Suggested prompt wrapper

System

You estimate contextual expectation modulation.

User

Baseline expectation
{baseline_expectation_0_100}

Clinician language
{clinician_language_style}

Framing
{framing_valence}

Certainty
{certainty_tone}

Ritual intensity
{ritual_intensity_0_100}

Trust signals
{trust_signals_0_100}

Prior history
{prior_treatment_history}

Return

gain or penalty
placebo amplification
nocebo risk
one sentence evidence

Citation

ClarusC64 dataset family

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