{"id":"W4407875860","doi":"10.3390/vaccines13030228","title":"COVID-19 Vaccine Hesitancy: A Cross-Sectional Study of Visible Minority Canadian Communities","year":2025,"lang":"en","type":"article","venue":"Vaccines","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Government (linguistics); Socioeconomic status; Health care; Medicine; Vaccination; Latin Americans; Geography; Demography; Family medicine; Environmental health; Political science; Population; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007709314,0.0001648736,0.0003129824,0.0005056483,0.001533617,0.0001411717,0.0005653266,0.000132399,0.001772874],"category_scores_gemma":[0.0005749842,0.0001670874,0.0000905931,0.0009197425,0.00001473216,0.0002920034,0.00008031843,0.0001786901,0.00001861569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004185064,"about_ca_system_score_gemma":0.002356975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8348861,"about_ca_topic_score_gemma":0.9780269,"domain_scores_codex":[0.9983705,0.0002739131,0.0004503518,0.0002249003,0.0002773128,0.0004030467],"domain_scores_gemma":[0.9983876,0.0003615125,0.000113393,0.0004154721,0.000357739,0.0003642844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000663971,0.0001832513,0.9730314,0.00005955323,0.00006492384,0.000009108536,0.007763427,0.00004245489,0.000006490303,0.006819622,0.0118122,0.000141164],"study_design_scores_gemma":[0.001230249,0.0001060541,0.9516641,0.0000122893,0.0000316198,0.000001070212,0.01219667,0.00001052598,0.00001351015,0.003179761,0.03140118,0.0001529732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972441,0.0006865328,0.00003028337,0.002372055,0.0005427271,0.0005169793,0.00002986,0.00008783451,0.0232928],"genre_scores_gemma":[0.9928691,0.00009294209,0.00003697165,0.0009319709,0.0002233082,0.00003378315,0.00001215494,0.000008258245,0.005791485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1431407,"threshold_uncertainty_score":0.9997662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053542114531595,"score_gpt":0.3569208732022559,"score_spread":0.3163854520569399,"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."}}