{"id":"W4409086556","doi":"10.1093/tbm/ibae069","title":"Addressing vaccine hesitancy: A systematic review comparing the efficacy of motivational versus educational interventions on vaccination uptake","year":2024,"lang":"en","type":"review","venue":"Translational Behavioral Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Psychological intervention; Health psychology; Vaccination; Psychology; Medicine; Public health; Clinical psychology; Family medicine; Psychotherapist; Immunology; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001618185,0.0004457877,0.00202969,0.0004298709,0.0004649014,0.00005056407,0.0006050869,0.0001948963,0.001845533],"category_scores_gemma":[0.0008054008,0.0002836299,0.0009432711,0.0011665,0.00004847495,0.0002083098,0.00002733239,0.0006002623,0.0001070871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002906192,"about_ca_system_score_gemma":0.0007837081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008682985,"about_ca_topic_score_gemma":0.0002818585,"domain_scores_codex":[0.9952415,0.0006296264,0.002075794,0.0004491417,0.001317869,0.0002860434],"domain_scores_gemma":[0.9961523,0.00206036,0.0008863995,0.0003989144,0.0003835027,0.000118496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006009162,0.0006194962,0.00005560044,0.8487409,0.0005778268,0.000007832007,0.002231558,0.000006098247,2.64692e-7,0.08033133,0.00957182,0.0577972],"study_design_scores_gemma":[0.0009426106,0.0001745259,0.001308474,0.9495181,0.01617054,0.000008168902,0.0001217357,0.0000062335,6.432957e-8,0.000615577,0.03080453,0.0003294858],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003067778,0.9872765,0.00006035669,0.006575746,0.001183751,0.003119419,0.00007374496,0.0000583141,0.001621514],"genre_scores_gemma":[0.004337001,0.9922425,0.00006544346,0.00007902615,0.001084518,0.0003759266,0.001005681,0.00005213216,0.0007578151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1007772,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3634770856871352,"score_gpt":0.5104536704873901,"score_spread":0.1469765848002549,"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."}}