{"id":"W2883751028","doi":"10.14745/ccdr.v41is3a02","title":"What do we know about how to improve vaccine uptake?","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control","funders":"","keywords":"Immunization; Public relations; Vaccination; Schedule; Population; Business; Medicine; Political science; Environmental health; Immunology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009283281,0.0002155665,0.000359857,0.00006519904,0.0006198353,0.0005238408,0.0009254001,0.00007377487,0.0002159245],"category_scores_gemma":[0.00144831,0.0002184019,0.0001054218,0.0004343099,0.00001813152,0.0008018842,0.000324435,0.0002267922,0.00002051848],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008564099,"about_ca_system_score_gemma":0.0091559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3785909,"about_ca_topic_score_gemma":0.8750559,"domain_scores_codex":[0.9975369,0.0002033167,0.0003860979,0.0003829192,0.0008595129,0.0006312515],"domain_scores_gemma":[0.9951878,0.0001048118,0.0001961377,0.001882375,0.0005816681,0.002047246],"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":[0.0001250634,0.0001448213,0.02537147,0.00004905017,0.00009392226,0.004261925,0.002593221,0.00006169472,0.00003445895,0.00254938,0.9058359,0.05887906],"study_design_scores_gemma":[0.000328223,0.00002271632,0.005900424,0.0002072518,0.00004880421,0.00001001308,0.008323519,0.00001684537,0.00001330264,0.0006887565,0.9841433,0.0002968031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.339074,0.2962519,0.00009146726,0.3107572,0.006985218,0.002199027,0.00009993629,0.0003978578,0.04414346],"genre_scores_gemma":[0.9463474,0.01431669,0.0001681249,0.001823385,0.0004906745,0.00008776765,0.00004039272,0.00003984759,0.03668572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6072734,"threshold_uncertainty_score":0.9964613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510190584371449,"score_gpt":0.2907624195520404,"score_spread":0.2656605137083259,"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."}}