{"id":"W4293105203","doi":"10.1371/journal.pone.0272953","title":"In-hospital outcomes of SARS-CoV-2-infected health care workers in the COVID-19 pandemic first wave, Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; Centre intégré universitaire de santé et de services sociaux de l'Est-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont; Jewish General Hospital; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Journal of Gastroenterology and Hepatology Foundation; Fondation de l'Hôpital général juif; Jewish General Hospital; Gilead Sciences","keywords":"Medicine; Pandemic; Intensive care unit; Ethnic group; Immigration; Comorbidity; Coronavirus disease 2019 (COVID-19); Demography; Health care; Young adult; Emergency medicine; Gerontology; Internal medicine; Infectious disease (medical specialty); Disease","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":[0.0006962937,0.0004867906,0.0004606843,0.0007217801,0.002045813,0.001170422,0.001311255,0.0005009582,0.002233202],"category_scores_gemma":[0.00196432,0.0002498721,0.0004981005,0.001869632,0.0005806324,0.0004301081,0.0008560466,0.0009498639,0.0002457221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02800327,"about_ca_system_score_gemma":0.02117571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9855701,"about_ca_topic_score_gemma":0.9919768,"domain_scores_codex":[0.9993796,0.00005385225,0.00004449479,0.0001071162,0.0001330406,0.0002818961],"domain_scores_gemma":[0.9973354,0.00009928938,0.0005952314,0.00006288117,0.001056437,0.0008506796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001069314,0.00004233692,0.9962705,0.00002690129,0.00004216302,0.00007716884,0.0002322647,0.0001340229,0.00008388813,0.00002742101,0.00130141,0.001654816],"study_design_scores_gemma":[0.00001861183,0.00004384345,0.9984774,0.00003702362,0.00002042958,0.00004051934,0.0006152809,0.0003292554,0.00002835409,0.00001308616,0.0003677975,0.000008466949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988403,0.0008121863,0.0001131167,0.0005059018,0.00002687663,0.00007476582,0.008182664,0.00001214034,0.001869324],"genre_scores_gemma":[0.9957287,0.0003159431,0.00009779633,0.0001479277,0.00001104403,0.00002744866,0.003103244,0.000003672747,0.0005643161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02800327,"threshold_uncertainty_score":0.2031789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075841478708691,"score_gpt":0.3715713065218098,"score_spread":0.2639871586509407,"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."}}