{"id":"W4403850722","doi":"10.3390/vaccines12111230","title":"Attitudes, Beliefs, and Self-Reported Rates of Influenza and COVID-19 Vaccinations in the Canadian 2023–2024 National Influenza and Respiratory Viruses Survey","year":2024,"lang":"en","type":"article","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University; University Health Network","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; 2019-20 coronavirus outbreak; Virology; Environmental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Internal medicine; Outbreak","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":[0.00111289,0.0002135701,0.0002255744,0.0008940749,0.001252577,0.0006467914,0.000679473,0.0003762012,0.002756072],"category_scores_gemma":[0.002820912,0.0002191107,0.0004596427,0.001338828,0.0004846446,0.0002728696,0.0004439206,0.0005824246,0.0002864433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006780593,"about_ca_system_score_gemma":0.008744727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9815674,"about_ca_topic_score_gemma":0.9853157,"domain_scores_codex":[0.9991786,0.00007208805,0.0000514051,0.00007094823,0.0004203622,0.0002065748],"domain_scores_gemma":[0.9981145,0.0001317797,0.000450277,0.00004626486,0.0007516833,0.0005056425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003493226,0.00005530511,0.996367,0.00002245791,0.00003181247,0.00001687227,0.0005362037,0.00003581574,0.00005470094,0.00002476105,0.0008975982,0.001922645],"study_design_scores_gemma":[0.000002939274,0.00002080051,0.998816,0.00001340433,0.00001024951,0.00001549643,0.0006479867,0.00008809392,0.00002182535,0.000005101158,0.0003539791,0.00000414342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991808,0.0002702489,0.00004988807,0.0003016666,0.00001110977,0.00004039273,0.004328859,0.000008091237,0.003181786],"genre_scores_gemma":[0.9972614,0.0002541665,0.0001295178,0.00009067931,0.00000524439,0.00001630552,0.001494651,0.000002216451,0.0007457113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01843256,"threshold_uncertainty_score":0.0491969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2517684173694356,"score_gpt":0.4731161112925843,"score_spread":0.2213476939231487,"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."}}