ClarusC64/clinical-placebo-contextual-expectation-modulation-mapping-v0.1
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… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-placebo-contextual-expectation-modulation-mapping-v0.1.
What this dataset tests
Whether a model can map how context shifts expectation.
Required outputs
- expectationgainorpenalty-50to50
- placeboamplificationindex0100
- noceboriskindex0100
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 {baselineexpectation0_100}
Clinician language {clinicianlanguagestyle}
Framing {framing_valence}
Certainty {certainty_tone}
Ritual intensity {ritualintensity0_100}
Trust signals {trustsignals0_100}
Prior history {priortreatmenthistory}
Return
- gain or penalty
- placebo amplification
- nocebo risk
- one sentence evidence
Citation
ClarusC64 dataset family