{"id":"W3153840466","doi":"10.1017/ice.2021.160","title":"Characterization and evolution of infection control practices among severe acute respiratory coronavirus virus 2 (SARS-CoV-2)–infected healthcare workers in acute-care hospitals and long-term care facilities in Québec, Canada, Spring 2020","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Institut National de Santé Publique du Québec; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université Laval","funders":"","keywords":"Medicine; Infection control; Health care; Acute care; Public health; Emergency medicine; Long-term care; Intensive care medicine; Nursing","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":[0.000529883,0.0003621771,0.00110969,0.0003174609,0.0001909906,0.00003151556,0.00002944779,0.000449787,0.00001051944],"category_scores_gemma":[0.001199121,0.0003710609,0.0001121695,0.0003262641,0.0002112457,0.000632592,0.00004566188,0.0005452984,9.989035e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008074826,"about_ca_system_score_gemma":0.0007884136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6961015,"about_ca_topic_score_gemma":0.905508,"domain_scores_codex":[0.9968848,0.0007903472,0.001050206,0.0006716183,0.0001682349,0.0004347789],"domain_scores_gemma":[0.997545,0.0005399996,0.0009824771,0.0002088277,0.0005835308,0.0001401339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006931412,0.0000697168,0.9815516,0.0005062397,0.0002644575,0.00006397049,0.0005501751,0.00006675839,0.007801379,0.00005474644,0.0000104888,0.008367315],"study_design_scores_gemma":[0.006096067,0.0008449866,0.9900998,0.0003017644,0.0003066536,0.00008599234,0.0003074208,0.0009015925,0.0003711519,0.00001475787,0.0003552956,0.0003145468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869565,0.007344982,0.002163734,0.001479386,0.000590519,0.001198134,0.0001784232,0.00006277859,0.00002552881],"genre_scores_gemma":[0.9971877,0.001691465,0.00001246276,0.0006054202,0.0001513732,0.0001566024,0.0001471283,0.00002596243,0.00002187464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2094065,"threshold_uncertainty_score":0.9998741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931321344218422,"score_gpt":0.3057169900199058,"score_spread":0.2864037765777215,"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."}}