{"id":"W4319062750","doi":"10.1002/ajim.23466","title":"The evolution of workplace risk for Covid‐19 in Canadian healthcare workers and its relation to vaccination: A nested case‐referent study","year":2023,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Saint John Regional Hospital; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; University of Toronto; Dalhousie University; Université de Montréal; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Vaccination; Health care; Pandemic; Environmental health; Risk of infection; Cohort study; Logistic regression; Family medicine; Demography; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Immunology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002664334,0.0007165577,0.0006805239,0.001555053,0.004288033,0.001333696,0.002381629,0.001038528,0.001335606],"category_scores_gemma":[0.004124374,0.00081346,0.001155278,0.002341074,0.001307547,0.0003449594,0.001062126,0.0008646914,0.0001664752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01764669,"about_ca_system_score_gemma":0.01416896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.968406,"about_ca_topic_score_gemma":0.9646771,"domain_scores_codex":[0.9973423,0.0003479929,0.0001293486,0.000783115,0.000659002,0.0007382028],"domain_scores_gemma":[0.9974794,0.000281483,0.0005226342,0.0004151354,0.0008598361,0.0004415349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002005882,0.0000555759,0.9952345,0.00002857623,0.0001407367,0.0002071759,0.001357018,0.00006684261,0.0004530145,0.0001275048,0.0003313041,0.001797171],"study_design_scores_gemma":[0.00001590027,0.00008832609,0.9975546,0.00002565846,0.00008568299,0.0001728799,0.0008887482,0.0003452406,0.00009640758,0.0000427857,0.0006673123,0.00001643666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968945,0.0005367463,0.0004335609,0.0001071424,0.00001373877,0.00008604328,0.001058581,0.000008379978,0.0008611688],"genre_scores_gemma":[0.9982244,0.0001986499,0.0004981297,0.00005463113,0.000005951453,0.00004489499,0.0005329394,0.000004845747,0.0004354723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03159398,"threshold_uncertainty_score":0.1280363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06074261175398473,"score_gpt":0.3603089953651973,"score_spread":0.2995663836112126,"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."}}