{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007523646,0.0002780824,0.0002586557,0.0007141556,0.001778754,0.0009051583,0.0008960501,0.0004099592,0.002976219],"category_scores_gemma":[0.002546057,0.0001903623,0.0004349356,0.001346432,0.0006206465,0.0002686682,0.0004705113,0.0008206078,0.000215486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01132049,"about_ca_system_score_gemma":0.0158279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887081,"about_ca_topic_score_gemma":0.9899495,"domain_scores_codex":[0.9994197,0.00006679752,0.00004100702,0.00008208794,0.0001605559,0.0002298815],"domain_scores_gemma":[0.9971989,0.0002168035,0.0006687604,0.00006651149,0.0009804975,0.00086841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002294937,0.00002283032,0.9973692,0.00001813062,0.00001782847,0.00003686499,0.0002750383,0.00004358296,0.00004678383,0.00002502654,0.0006411485,0.00148065],"study_design_scores_gemma":[0.000002991376,0.00002103343,0.9983727,0.00002964427,0.000009154519,0.00002882226,0.0008568999,0.0002125138,0.00002030099,0.000009516525,0.0004310693,0.000005278741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940436,0.000813667,0.00008418086,0.0006792299,0.00001688339,0.00003542577,0.002153321,0.00001008236,0.002163714],"genre_scores_gemma":[0.9986632,0.0002026535,0.00006728528,0.00006867625,0.000004030992,0.000009413309,0.0005361745,0.000001664733,0.000446869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132049,"threshold_uncertainty_score":0.08213627,"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."}}