{"id":"W4385464256","doi":"10.9778/cmajo.20220194","title":"Outcomes and characteristics of patients hospitalized for COVID-19 in British Columbia, Ontario and Quebec during the Omicron wave","year":2023,"lang":"en","type":"article","venue":"CMAJ Open","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Sherbrooke O.E.M (Canada); Foothills Medical Centre; Vancouver General Hospital; Mount Sinai Hospital; University of Calgary; Kingston General Hospital; Ottawa Hospital; Surrey Memorial Hospital; University of British Columbia; Université de Sherbrooke; BC Centre for Disease Control; Sunnybrook Health Science Centre; St. Michael's Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Confidence interval; Intensive care unit; Odds ratio; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Emergency department; Pandemic; Internal medicine; Pediatrics; Emergency medicine; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003335029,0.00006924858,0.0003355079,0.00004613126,0.0001062406,0.0002155028,0.0001372396,0.00005818751,0.00002640702],"category_scores_gemma":[0.000544831,0.00007448676,0.00003118773,0.0001235942,0.0001068518,0.00008355043,0.0003369492,0.0001068321,0.000002267505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002284039,"about_ca_system_score_gemma":0.0004118258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7913344,"about_ca_topic_score_gemma":0.9302123,"domain_scores_codex":[0.9991467,0.00002943058,0.0002426299,0.0002240252,0.0001435135,0.0002137263],"domain_scores_gemma":[0.9994738,0.0001587215,0.00006587886,0.0001836441,0.00007004514,0.00004789435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001768357,0.00005664243,0.9917151,0.000225066,0.00003097328,0.000033798,0.001182474,8.683305e-9,0.0003528008,0.000002010809,0.0005312447,0.005693039],"study_design_scores_gemma":[0.005420606,0.0001100258,0.9712623,0.00006003137,0.00001874756,0.000004474688,0.0001825983,0.00001357495,0.0001406896,0.00007134678,0.02263351,0.0000820634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975177,0.0000231266,0.000001874034,0.0003425572,0.00005390558,0.001871584,0.00008894466,0.00001284718,0.00008745844],"genre_scores_gemma":[0.9928184,0.000015088,0.00002996752,0.004954211,0.00001489412,0.0001629492,0.00003275395,0.00001772153,0.001954039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1388779,"threshold_uncertainty_score":0.3037482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933926029806897,"score_gpt":0.3310289809598401,"score_spread":0.2916897206617711,"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."}}