{"id":"W4383998472","doi":"10.1001/jamanetworkopen.2023.23035","title":"Outcomes Among Patients Hospitalized With Non–COVID-19 Conditions Before and During the COVID-19 Pandemic in Alberta and Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Health Sciences Centre; Alberta Health Services; Sunnybrook Health Science Centre; Ted Rogers Centre for Heart Research; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; University of Alberta","funders":"Canadian Institutes of Health Research; Physicians' Services Incorporated Foundation; Ontario Ministry of Health and Long-Term Care; University Health Network; Heart and Stroke Foundation of Canada","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Retrospective cohort study; COPD; Emergency medicine; Comorbidity; Pediatrics; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.0005302032,0.0004221316,0.0003899293,0.0009281726,0.00172105,0.001032409,0.001209772,0.0004381557,0.001184952],"category_scores_gemma":[0.001721901,0.00031205,0.0004936222,0.002378548,0.0008778271,0.0004562257,0.0008483393,0.0005791752,0.0001016541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01990781,"about_ca_system_score_gemma":0.01738966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757213,"about_ca_topic_score_gemma":0.9856441,"domain_scores_codex":[0.9991272,0.00005711387,0.00004985229,0.0001427191,0.0002368953,0.0003861756],"domain_scores_gemma":[0.9981971,0.00008244197,0.0005952488,0.0000555876,0.0004763412,0.0005932625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007208854,0.0000179499,0.9983413,0.00001116148,0.00002941955,0.00007110219,0.0002407061,0.00005342797,0.00007054988,0.00002048505,0.000345872,0.0007258454],"study_design_scores_gemma":[0.000005842774,0.0000201053,0.999178,0.00001105976,0.00001101832,0.00003187369,0.0004987351,0.00008007247,0.00001411325,0.000007503445,0.0001369698,0.000004678135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969516,0.0003154286,0.0000405644,0.0001714835,0.00001327453,0.00002175839,0.001712017,0.000004528526,0.0007693018],"genre_scores_gemma":[0.998176,0.0001797174,0.00004583403,0.00008177706,0.00001220545,0.000009892368,0.001232103,0.000001432213,0.0002608952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0242787,"threshold_uncertainty_score":0.144442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774060858618719,"score_gpt":0.3345000001527124,"score_spread":0.3067593915665252,"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."}}