{"id":"W4360993386","doi":"10.1097/cce.0000000000000888","title":"Characteristics and Outcomes of ICU Patients Without COVID-19 Infection—Pandemic Versus Nonpandemic Times: A Population-Based Cohort Study","year":2023,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; University of Ottawa; Bruyère; Institute for Clinical Evaluative Sciences; Ottawa Hospital","funders":"","keywords":"Medicine; Cohort; Extracorporeal membrane oxygenation; Pandemic; Population; Mechanical ventilation; Intensive care unit; Cohort study; Exacerbation; Intensive care; Emergency medicine; Pediatrics; Intensive care medicine; Internal medicine; Disease; Coronavirus disease 2019 (COVID-19); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008327513,0.0004845262,0.0005274008,0.001151223,0.0008766994,0.000880238,0.0006918612,0.0008405361,0.001308069],"category_scores_gemma":[0.002463537,0.000503823,0.0007025864,0.001390207,0.0005066808,0.001244762,0.0009181975,0.0009617753,0.0002538055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009704859,"about_ca_system_score_gemma":0.0008588797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02202629,"about_ca_topic_score_gemma":0.02463177,"domain_scores_codex":[0.9992645,0.0001242834,0.00007438631,0.000216438,0.0001291448,0.0001912662],"domain_scores_gemma":[0.9983746,0.0001604403,0.0006688831,0.0001396244,0.0001810169,0.0004754818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001746134,0.00005962849,0.999163,0.000003723129,0.00004414144,0.00007688264,0.0001109149,0.00001517906,0.00009842597,0.000007634849,0.00006420686,0.0001815995],"study_design_scores_gemma":[0.00002623657,0.0002437272,0.9987704,0.000004853736,0.00001967436,0.0002157319,0.0004792396,0.0001209185,0.00002046329,0.00001327518,0.00007784753,0.000007626713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993858,0.00003105462,0.00002455451,0.00001948896,0.000003830507,0.0000181768,0.0003922517,8.775675e-7,0.0001238988],"genre_scores_gemma":[0.9990193,0.00004456489,0.00003847923,0.00003875677,0.00001463615,0.00002869975,0.0007475032,0.000001356448,0.00006674466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02202629,"threshold_uncertainty_score":0.04379618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228025629128272,"score_gpt":0.4570125760903995,"score_spread":0.3342100131775723,"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."}}