{"id":"W2017939023","doi":"10.4161/21645515.2014.970076","title":"When knowledge is not enough: Changing behavior to change vaccination results","year":2014,"lang":"en","type":"letter","venue":"Human Vaccines & Immunotherapeutics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Vaccination; Psychological intervention; Health care; Medicine; Health promotion; Promotion (chess); Behavior change; Environmental health; Family medicine; Nursing; Public health; Immunology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006325723,0.0005218728,0.000807324,0.0006431898,0.003552882,0.00251599,0.001130844,0.02487945,0.002846133],"category_scores_gemma":[0.0327199,0.000370042,0.0007889418,0.0005194455,0.004545737,0.004152931,0.001217093,0.02370259,0.001688262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005814643,"about_ca_system_score_gemma":0.004343469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00799036,"about_ca_topic_score_gemma":0.01133955,"domain_scores_codex":[0.9954031,0.002677946,0.000371491,0.0003776922,0.0008103221,0.0003594117],"domain_scores_gemma":[0.988815,0.008059999,0.0007541646,0.0003219727,0.001095205,0.0009536666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002348884,0.0005978004,0.02283593,0.0002694925,0.00008811272,0.01701861,0.002821016,0.0004729182,0.001315637,0.01642917,0.7786875,0.1592288],"study_design_scores_gemma":[0.0006628616,0.001558126,0.03505097,0.002843044,0.0002357783,0.04830655,0.01089335,0.007457186,0.002316973,0.1193762,0.7710122,0.0002866259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002228723,0.0006211999,0.0002522361,0.9934902,0.001259427,0.0000152764,0.000008294015,0.00001827701,0.002106437],"genre_scores_gemma":[0.03436527,0.001688905,0.001227555,0.9523387,0.007688194,0.00008151845,0.00001176261,0.00001712824,0.002580913],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02487945,"threshold_uncertainty_score":0.04218835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131096318305631,"score_gpt":0.363070741154161,"score_spread":0.2499611093235979,"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."}}