{"id":"W3155810250","doi":"10.1093/pch/pxab017","title":"Diabetic ketoacidosis at presentation of type 1 diabetes in children in Canada during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba","funders":"","keywords":"Diabetic ketoacidosis; Medicine; Pandemic; Type 1 diabetes; Diabetes mellitus; Coronavirus disease 2019 (COVID-19); Presentation (obstetrics); Pediatrics; Ketoacidosis; Type 2 diabetes; Intensive care medicine; Disease; Internal medicine; Surgery; Endocrinology; 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":[0.000344677,0.000294189,0.0003587961,0.001053175,0.00258693,0.001345096,0.0007669276,0.0005079451,0.002786519],"category_scores_gemma":[0.001979686,0.0002915474,0.0004907486,0.002853348,0.0009297299,0.0004706703,0.001185444,0.001378315,0.0001730679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02317045,"about_ca_system_score_gemma":0.0237057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727961,"about_ca_topic_score_gemma":0.9854816,"domain_scores_codex":[0.9988422,0.00006319143,0.00005057436,0.0001191927,0.0003302325,0.0005946519],"domain_scores_gemma":[0.9983565,0.00007973555,0.000497237,0.0000205646,0.000446294,0.0005996539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005214438,0.00002013198,0.9913734,0.00004427927,0.00001910709,0.0007695769,0.001298857,0.0001087974,0.0001669889,0.0001113441,0.001669066,0.004366379],"study_design_scores_gemma":[0.000002954672,0.00002125354,0.9936615,0.00008743027,0.00001090909,0.0007459677,0.004202747,0.00007990928,0.00005367905,0.00003077151,0.001088837,0.00001409129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876478,0.001732968,0.0001031081,0.001296078,0.00004693512,0.0000633978,0.002597943,0.00002428109,0.006487527],"genre_scores_gemma":[0.9975562,0.0009906915,0.0001516737,0.0002286989,0.00001196005,0.00001173931,0.0005078945,0.000006008916,0.0005351296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02720386,"threshold_uncertainty_score":0.1681142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007286186905269857,"score_gpt":0.2399971073392748,"score_spread":0.232710920434005,"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."}}