{"id":"W4404368047","doi":"10.1136/bmjopen-2024-085247","title":"Consequences of delaying non-urgent surgeries during COVID-19: a population-based retrospective cohort study in Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Retrospective cohort study; Health care; Emergency medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Population; Cohort study; Cohort; General surgery; Surgery; Disease; Environmental health; Internal medicine","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":[0.0008296682,0.0004560967,0.0003905547,0.001079727,0.001931646,0.001295447,0.001371662,0.000504669,0.001416345],"category_scores_gemma":[0.001941556,0.0004419825,0.0005848815,0.00258657,0.0008184248,0.0003570836,0.0009039445,0.0009619806,0.0001287468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01548029,"about_ca_system_score_gemma":0.02125878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9688862,"about_ca_topic_score_gemma":0.9802859,"domain_scores_codex":[0.998737,0.00007184836,0.00006694263,0.0001958272,0.0004564419,0.0004718794],"domain_scores_gemma":[0.9980699,0.0001000651,0.0006800675,0.00007848342,0.0004804502,0.0005910568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003899978,0.00002066252,0.9986394,0.000009782992,0.00002659527,0.00007249329,0.0001514729,0.00004189516,0.00005377835,0.0000228476,0.0002953122,0.0006267555],"study_design_scores_gemma":[0.000006649642,0.00002854252,0.9988492,0.00001706093,0.00001510591,0.0000725622,0.0006615899,0.0001375209,0.00001704883,0.000009507965,0.0001796461,0.000005580805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996448,0.0003275419,0.00009199461,0.0001714861,0.00001450351,0.00004867961,0.00203334,0.000007886338,0.000856514],"genre_scores_gemma":[0.9979091,0.0002495061,0.0001141449,0.000113758,0.000009486993,0.00001670357,0.001219475,0.000003349275,0.0003644095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0311138,"threshold_uncertainty_score":0.1123179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0780496904123927,"score_gpt":0.4396756042559289,"score_spread":0.3616259138435362,"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."}}