{"id":"W4392882856","doi":"10.1111/jan.16136","title":"The impact of the COVID‐19 pandemic on longitudinal trends of surgical mortality and inpatient quality of care in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; Alberta Health; Western University","funders":"","keywords":"Medicine; Emergency medicine; Pandemic; Population; Odds ratio; Retrospective cohort study; Mortality rate; Pneumonia; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Environmental health","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":[0.001168158,0.0003796161,0.0004246927,0.00127023,0.002576886,0.001375711,0.001430132,0.0004963389,0.001642634],"category_scores_gemma":[0.003915039,0.0004048503,0.0007916439,0.003673678,0.0008154258,0.0006204273,0.001225238,0.0008876108,0.0001693652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05385876,"about_ca_system_score_gemma":0.07342625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980818,"about_ca_topic_score_gemma":0.9984733,"domain_scores_codex":[0.9983137,0.0001246984,0.0001333209,0.0002513889,0.0005767533,0.0006003033],"domain_scores_gemma":[0.9936033,0.0002353338,0.00142607,0.0001895536,0.003446905,0.00109885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003868757,0.00001734435,0.9953798,0.00003420022,0.00005722551,0.00004016833,0.0005598602,0.0001230995,0.00007877113,0.00007908817,0.001424731,0.002167133],"study_design_scores_gemma":[0.000004450992,0.00001015821,0.9984282,0.00002823349,0.00001603055,0.00001649432,0.0006177665,0.0002234634,0.0000254935,0.0000128784,0.0006092791,0.000007597824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783056,0.001468622,0.0002983781,0.002037473,0.00005031867,0.0000844469,0.01432984,0.0000250447,0.003400307],"genre_scores_gemma":[0.9942438,0.0006850928,0.0002581613,0.0002653274,0.00001466817,0.00003357661,0.003482926,0.000007079136,0.00100937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05385876,"threshold_uncertainty_score":0.3907745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197635812789627,"score_gpt":0.4797042593338387,"score_spread":0.3599406780548761,"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."}}