{"id":"W4295088470","doi":"10.1017/ice.2022.231","title":"Risk and protective factors for severe acute respiratory coronavirus virus 2 (SARS-CoV-2) infection among healthcare workers: A test-negative case–control study in Québec, Canada","year":2022,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Centre hospitalier de l'Université Laval; McGill University; Jewish General Hospital; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Université Laval; Institut Universitaire de Gériatrie de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Infection control; Housekeeping; Odds ratio; Health care; Personal protective equipment; Logistic regression; Environmental health; Incidence (geometry); Case-control study; Odds; Emergency medicine; Public health; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine; Intensive care medicine; Nursing; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001873375,0.0004011409,0.001113334,0.0003401505,0.0009876641,0.00002030537,0.00003763022,0.0002183381,0.00002196075],"category_scores_gemma":[0.0045986,0.0003692137,0.0001724524,0.0003096853,0.0001554944,0.0002510924,0.00005223624,0.0009687617,7.631235e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139445,"about_ca_system_score_gemma":0.0006127991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9435588,"about_ca_topic_score_gemma":0.957889,"domain_scores_codex":[0.9960059,0.001622525,0.0009078059,0.0007634416,0.0001716018,0.0005287342],"domain_scores_gemma":[0.9941593,0.004452837,0.0007241957,0.0002122623,0.0002851883,0.0001662123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00156209,0.0003955369,0.987139,0.00004223575,0.0005269361,0.0001217767,0.000660395,0.0005155141,0.00008401146,0.00001693863,0.0002051382,0.008730458],"study_design_scores_gemma":[0.01228014,0.008182497,0.9699681,0.00002252756,0.0005334359,0.0003054687,0.0006178532,0.006342709,0.00002209309,0.0003220142,0.001055132,0.0003480602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864995,0.0004167337,0.004048911,0.001204932,0.0007150913,0.006349599,0.000640013,0.0001042086,0.00002094089],"genre_scores_gemma":[0.9951488,0.00003378563,0.00001642954,0.001799554,0.0002105197,0.002714117,0.00001270894,0.00003815659,0.00002590997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0171709,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322227973505142,"score_gpt":0.3266936676944198,"score_spread":0.2934713879593683,"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."}}