{"id":"W7042425926","doi":"","title":"Placebo effect and contextual factors in precision medicine","year":2022,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Precision medicine; Placebo; MEDLINE; Clinical trial; Matching (statistics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08946139,0.0009968185,0.001709642,0.0008820889,0.001852779,0.003250022,0.001267855,0.003114444,0.0140567],"category_scores_gemma":[0.2447659,0.0008326426,0.002149461,0.0006408768,0.009816187,0.003592162,0.003481969,0.003559384,0.0005142415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002170804,"about_ca_system_score_gemma":0.002345425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000989279,"about_ca_topic_score_gemma":0.0006421235,"domain_scores_codex":[0.886561,0.08872915,0.004045025,0.009214634,0.009825315,0.001624876],"domain_scores_gemma":[0.608795,0.3523363,0.0170029,0.01592042,0.00410219,0.001842984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.02533932,0.003175238,0.06171421,0.009642845,0.004894396,0.0008342342,0.009173404,0.01155636,0.01386943,0.5354303,0.003634908,0.3207353],"study_design_scores_gemma":[0.007087792,0.01694555,0.180343,0.003306803,0.004304729,0.0007969813,0.002211317,0.01338074,0.00927705,0.7159404,0.04595742,0.0004483182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4262715,0.03118711,0.3362612,0.02555686,0.003727067,0.005375972,0.0007273086,0.0005161033,0.1703769],"genre_scores_gemma":[0.9536386,0.001345429,0.03708562,0.003867038,0.0008393186,0.001632453,0.00007288122,0.00008054477,0.001438168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08946139,"threshold_uncertainty_score":0.4731227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185860741867583,"score_gpt":0.277590030687773,"score_spread":0.2557314232690972,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}