{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002893653,0.00009192844,0.0003720064,0.0007577895,0.0001878947,0.000006578737,0.0000435799,0.00006150321,0.00001104477],"category_scores_gemma":[0.004986775,0.00006156003,0.00003983428,0.001472942,0.00003617152,0.00005820336,0.000007924075,0.0003257138,7.217263e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009400939,"about_ca_system_score_gemma":0.00108608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1147933,"about_ca_topic_score_gemma":0.1126973,"domain_scores_codex":[0.9984282,0.0003028128,0.0006792058,0.0001153258,0.0002680293,0.0002064159],"domain_scores_gemma":[0.9976541,0.0007240677,0.0006290844,0.00009114375,0.0004399395,0.0004616667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003675017,0.00004156628,0.8834243,0.00001004438,0.00009416599,0.00009601242,0.002508178,0.00066158,0.000010159,0.00009333475,0.001227429,0.1081582],"study_design_scores_gemma":[0.01484365,0.01548808,0.8977678,0.0006136886,0.000352264,0.0007371188,0.0641471,0.00369428,0.00000401541,0.00005225962,0.002182229,0.0001174643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697807,0.0002098154,0.0006704871,0.02749802,0.0005335716,0.001271674,0.000007217155,0.000008678175,0.00001986875],"genre_scores_gemma":[0.9991261,0.00004394723,0.00001379473,0.0001258616,0.0005948185,0.00002450078,0.000005369111,0.000009040948,0.00005657025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080407,"threshold_uncertainty_score":0.9034936,"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."}}