{"id":"W4311119337","doi":"10.1016/j.amjmed.2022.11.002","title":"COVID Vaccine Hesitancy and Risk of a Traffic Crash","year":2022,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Crash; Coronavirus Infections; Medical emergency; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002854533,0.00007899937,0.0004309593,0.0001281589,0.0004790785,0.000005310374,0.0003708127,0.000008603318,0.0008514377],"category_scores_gemma":[0.0007837429,0.00004837207,0.00006943741,0.0005415867,0.0001826239,0.00006709633,0.00004658752,0.0003251943,7.399642e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006826801,"about_ca_system_score_gemma":0.0002550746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005080839,"about_ca_topic_score_gemma":0.0001625005,"domain_scores_codex":[0.9980357,0.0007255997,0.0004050668,0.00008032101,0.0005833218,0.0001700471],"domain_scores_gemma":[0.9979634,0.0005675575,0.001035801,0.0001396804,0.0001168266,0.0001766883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002351174,0.0003998448,0.2621604,0.00004853773,0.000814307,0.0003296193,0.1753023,0.001554161,0.001047357,0.002804342,0.1032633,0.4499246],"study_design_scores_gemma":[0.009231941,0.01692746,0.453809,0.0002338121,0.001631778,0.0008755899,0.3030349,0.0001599287,0.00004185945,0.007492697,0.2060723,0.0004887461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622797,0.003485601,0.0000740418,0.03340587,0.0001683588,0.00008084849,0.000003621385,0.000006963086,0.0004950168],"genre_scores_gemma":[0.9933594,0.004836339,0.00007491536,0.001034714,0.0005277747,0.000001549054,2.483557e-7,0.000007580067,0.0001574087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4494359,"threshold_uncertainty_score":0.9322646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130936288237161,"score_gpt":0.2924399058892346,"score_spread":0.2793462770655185,"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."}}