{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006002152,0.0001788429,0.0004601322,0.0003212739,0.002469677,0.0001009604,0.000263529,0.001192416,0.006524772],"category_scores_gemma":[0.003780656,0.000172804,0.0001210971,0.00049056,0.00001616342,0.0001437262,0.00002061767,0.00387412,0.0004285368],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01095293,"about_ca_system_score_gemma":0.09925005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6765757,"about_ca_topic_score_gemma":0.9964866,"domain_scores_codex":[0.9930993,0.002536688,0.0008425295,0.0002789921,0.001297789,0.001944702],"domain_scores_gemma":[0.9880409,0.0003485265,0.0004777381,0.0002224549,0.001187432,0.009722969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001697705,0.000008148569,0.09815256,0.00007868058,0.00007828219,0.001683664,0.002220552,3.967541e-7,4.760155e-7,0.00165888,0.8576555,0.03846123],"study_design_scores_gemma":[0.0005606675,0.00002607041,0.05451532,0.0005212865,0.000005004222,0.0002182663,0.02587003,0.00001927394,2.804035e-7,0.0001848695,0.917927,0.0001519523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02168726,0.003538321,0.00006295353,0.9505844,0.005068848,0.0003093153,0.0001161824,0.00003916868,0.01859355],"genre_scores_gemma":[0.8035306,0.002224892,0.0001862958,0.1474631,0.009189711,0.00003582342,0.00008546244,0.00007582401,0.03720824],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8031213,"threshold_uncertainty_score":0.9988289,"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."}}