{"id":"W2058766103","doi":"10.4161/hv.24427","title":"Understanding the interplay of factors informing vaccination behavior in three Canadian provinces","year":2013,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; Manitoba Beekeepers' Association; Provincial Laboratory of Public Health; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Misinformation; Vaccination; Pandemic; Public health; Risk perception; Environmental health; Risk communication; Influenza vaccine; Medicine; Immunology; Family medicine; Perception; Coronavirus disease 2019 (COVID-19); Psychology; Political science; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002078347,0.0006233622,0.0005668821,0.002257402,0.007365232,0.00208223,0.001498355,0.0005844195,0.001918733],"category_scores_gemma":[0.005834888,0.0004673251,0.0008361943,0.004623879,0.001555635,0.0005866664,0.001716549,0.0008382514,0.0001427085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08076981,"about_ca_system_score_gemma":0.1196858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987144,"about_ca_topic_score_gemma":0.999275,"domain_scores_codex":[0.9979971,0.0002876986,0.00008321592,0.0002070234,0.0004187647,0.001006231],"domain_scores_gemma":[0.9960587,0.0008298117,0.0004809606,0.0001281887,0.001683673,0.0008185243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000232298,0.0001368428,0.9436281,0.0001420788,0.00009609481,0.0002066432,0.03221307,0.0007939282,0.0006628408,0.001198984,0.001686871,0.01900212],"study_design_scores_gemma":[0.00001587713,0.00006123934,0.9338981,0.0001392741,0.00008381935,0.00005059702,0.05957439,0.001716794,0.0002843154,0.0002330357,0.003888272,0.00005429045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936339,0.0003890946,0.0002314614,0.0005232016,0.000009999471,0.00007629026,0.0009854203,0.000009347004,0.004141343],"genre_scores_gemma":[0.9980105,0.0002647847,0.0004019213,0.00009924862,0.000002029657,0.00002943733,0.0004121045,0.000003136489,0.0007769266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08076981,"threshold_uncertainty_score":0.5860287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07122645718283055,"score_gpt":0.3218382987460061,"score_spread":0.2506118415631755,"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."}}