{"id":"W3196106651","doi":"10.1503/cmaj.1095956","title":"How many Canadian health workers remain unvaccinated?","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Medicine; Health worker; Health policy; Vaccination; Environmental health; MEDLINE; Public health; Health services; Political science; Virology; Nursing; Outbreak; Population; Pathology; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001539481,0.0006381421,0.0005127423,0.002023587,0.007408875,0.003633535,0.002415434,0.00210767,0.01368053],"category_scores_gemma":[0.005286657,0.0003724461,0.0008162188,0.004459812,0.00184313,0.001932311,0.001111566,0.002618731,0.002477859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07079726,"about_ca_system_score_gemma":0.1336279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964271,"about_ca_topic_score_gemma":0.9973845,"domain_scores_codex":[0.9970527,0.0001161912,0.0000906885,0.00025752,0.0009908035,0.001492115],"domain_scores_gemma":[0.9935483,0.000170314,0.0004456444,0.00008726164,0.003361991,0.00238636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002841289,0.000184312,0.2436298,0.0009813043,0.0001895108,0.0005272952,0.003833971,0.0003179829,0.000505876,0.00512907,0.4826838,0.2617329],"study_design_scores_gemma":[0.0001018867,0.0001326949,0.6883209,0.002359381,0.000349537,0.00061397,0.02846393,0.0006494985,0.0004713626,0.002118693,0.2761391,0.0002790496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1934022,0.1027601,0.0006972504,0.5476066,0.00525406,0.0002250326,0.03123281,0.0003519541,0.11847],"genre_scores_gemma":[0.8204575,0.07039379,0.0009888515,0.07492468,0.001114417,0.0001332228,0.008751533,0.00009560273,0.02314031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07079726,"threshold_uncertainty_score":0.5136725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998411733373063,"score_gpt":0.3654304976452347,"score_spread":0.325446380311504,"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."}}