{"id":"W4292103647","doi":"10.2147/ppa.s376103","title":"Predictors of Vaccine Acceptance, Confidence, and Hesitancy in General, and COVID-19 Vaccination Refusal in the Province of Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Vaccination; Herd immunity; Logistic regression; Confidence interval; Demography; Coronavirus disease 2019 (COVID-19); Population; Cross-sectional study; Family medicine; Environmental health; Disease; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004444123,0.0001114724,0.0002235949,0.00009993836,0.0002171507,0.0000245173,0.0002303905,0.00003821401,0.0001469141],"category_scores_gemma":[0.0002420815,0.00009368843,0.0000120276,0.0003779936,0.0000307207,0.0002808197,0.0001114239,0.0001669626,6.410941e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219595,"about_ca_system_score_gemma":0.001148494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5032355,"about_ca_topic_score_gemma":0.9547203,"domain_scores_codex":[0.9984068,0.0003350883,0.0003829882,0.0002734336,0.0003973036,0.0002043437],"domain_scores_gemma":[0.999228,0.0002548049,0.0002348222,0.0001428957,0.00005773712,0.00008173248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009264942,0.00008902941,0.9679654,0.0001230648,0.000006146945,0.00001582199,0.01264772,0.00005306818,0.0001072822,0.007743009,0.001498637,0.009658211],"study_design_scores_gemma":[0.0008417243,0.000350665,0.9799135,0.00006288257,0.000011606,0.000002327589,0.01349216,0.0001055481,0.0001215141,0.00183403,0.003082721,0.0001813161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959887,0.001744507,0.00001871694,0.0006661776,0.00006224098,0.0005715797,0.00003104322,0.000005779717,0.0009113079],"genre_scores_gemma":[0.9983172,0.001102189,0.00002403331,0.0002432644,0.00001463133,0.00007257763,0.000006276231,0.000003691576,0.0002160791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4514848,"threshold_uncertainty_score":0.5000725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583254057854834,"score_gpt":0.2728750873608271,"score_spread":0.2470425467822787,"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."}}