{"id":"W2748881662","doi":"","title":"In Need of a Booster: How to Improve Childhood Vaccination Coverage in Canada","year":2017,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measles; Immunization; Vaccination; Medicine; Context (archaeology); Health care; Population; Herd immunity; Environmental health; Family medicine; Economic growth; Immunology; Geography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004908868,0.0007312828,0.0007972677,0.001799027,0.01382511,0.005444532,0.003391488,0.004871918,0.00550037],"category_scores_gemma":[0.01852581,0.0003892716,0.001218198,0.002657402,0.004351863,0.002668381,0.001947687,0.008820768,0.0007571374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1552167,"about_ca_system_score_gemma":0.3805314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970558,"about_ca_topic_score_gemma":0.9984204,"domain_scores_codex":[0.9940685,0.00102521,0.0003095547,0.0004153149,0.002150908,0.002030488],"domain_scores_gemma":[0.9836932,0.001846261,0.0004241159,0.0001686346,0.01057678,0.003291019],"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":[0.00006938571,0.00002952379,0.007504044,0.000913818,0.00008310934,0.000484598,0.004550953,0.0004511712,0.0003642485,0.02249696,0.8995979,0.06345423],"study_design_scores_gemma":[0.00006479971,0.00004132238,0.01734455,0.002486275,0.000187839,0.0002304498,0.009293299,0.0006684561,0.0004356053,0.005220225,0.9638349,0.0001922403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005636897,0.06112434,0.0006796151,0.8873695,0.0177101,0.00007851137,0.0007628303,0.00009900906,0.02653913],"genre_scores_gemma":[0.2083082,0.1464124,0.004833736,0.5825892,0.00987338,0.0001750699,0.001033632,0.0002767889,0.04649765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1552167,"threshold_uncertainty_score":0.9798289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381546576736427,"score_gpt":0.2706031788892709,"score_spread":0.2567877131219067,"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."}}