{"id":"W4405201075","doi":"10.1503/cmaj.240428","title":"Don’t ask “Why?”: a novel approach to vaccine persuasion","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Persuasion; Skepticism; Happening; Ask price; Population; Primary care; Internet privacy; World Wide Web; Medicine; Computer science; Psychology; Family medicine; Social psychology; Epistemology; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01574643,0.0009415325,0.0008475944,0.00242606,0.005046381,0.01029909,0.002246121,0.006612367,0.01177389],"category_scores_gemma":[0.03671633,0.0004300147,0.001284452,0.00130608,0.01414758,0.009263479,0.004046778,0.007629185,0.001741261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003824618,"about_ca_system_score_gemma":0.004653014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220459,"about_ca_topic_score_gemma":0.003899639,"domain_scores_codex":[0.9848595,0.01220731,0.0002674292,0.0008946396,0.001415893,0.0003551847],"domain_scores_gemma":[0.9252173,0.06846043,0.001870689,0.001348077,0.002058815,0.00104459],"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":[0.0002267843,0.0005217909,0.001954688,0.0007771825,0.0001284377,0.0004922378,0.03810814,0.0009458472,0.0009986875,0.8005858,0.04478619,0.1104741],"study_design_scores_gemma":[0.0003402107,0.0002863535,0.001398148,0.0007818589,0.0001769825,0.0007517636,0.01797852,0.01092484,0.0009414124,0.8179255,0.148384,0.0001104123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04891457,0.009331894,0.21698,0.3704941,0.00943237,0.000950833,0.0002079181,0.0006100587,0.3430783],"genre_scores_gemma":[0.7247833,0.004046261,0.1525978,0.05659847,0.003587513,0.001972247,0.0001027364,0.0001909163,0.05612071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01574643,"threshold_uncertainty_score":0.08327609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466665418394462,"score_gpt":0.2702841305799976,"score_spread":0.2556174763960529,"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."}}