{"id":"W4220661796","doi":"10.3389/fpubh.2022.756037","title":"Socio-Demographic Factors Associated With COVID-19 Vaccine Hesitancy Among Middle-Aged Adults During the Quebec's Vaccination Campaign","year":2022,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mass vaccination; Environmental health; Demography; Virology; Outbreak; Infectious disease (medical specialty); Disease","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":[0.0006037683,0.0001896554,0.000197236,0.0006874082,0.0009583908,0.0006638441,0.0004037711,0.0003597296,0.002556253],"category_scores_gemma":[0.0022164,0.0001346462,0.0003341375,0.000775602,0.0003473004,0.0002829573,0.0003054567,0.0004575111,0.0001968625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00306206,"about_ca_system_score_gemma":0.002412205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7818776,"about_ca_topic_score_gemma":0.8374301,"domain_scores_codex":[0.9996727,0.00005100581,0.00002328256,0.00004594764,0.0001005038,0.0001066961],"domain_scores_gemma":[0.9982702,0.0001982837,0.0006930894,0.00006031214,0.0004111613,0.0003669851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002103682,0.00001381993,0.9987584,0.000006461453,0.00001529837,0.00001581136,0.0001109667,0.00002867626,0.00004672139,0.000007950461,0.0001892278,0.0007855553],"study_design_scores_gemma":[8.245148e-7,0.00001496375,0.9995174,0.000007803592,0.000004303634,0.00001137409,0.0001999565,0.000105046,0.000008319486,0.000003840551,0.0001243986,0.000001696855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971451,0.0003101928,0.00005666782,0.0001774045,0.000007423601,0.00002232815,0.001321264,0.000004309813,0.0009553439],"genre_scores_gemma":[0.9990688,0.0001006508,0.00004584406,0.00004331765,0.000005528418,0.00000785169,0.0005086246,0.000001032883,0.0002184363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2181224,"threshold_uncertainty_score":0.4388139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299138145020684,"score_gpt":0.271756056641295,"score_spread":0.2387646751910882,"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."}}