{"id":"W3158420766","doi":"10.1016/j.jcjd.2021.04.006","title":"Sodium-Glucose Cotransporter-2 Inhibitors and Risk of Diabetic Ketoacidosis Among Adults With Type 2 Diabetes: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; St. Michael's Hospital; University of Toronto; Sinai Health System","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Randomized controlled trial; Relative risk; Confidence interval; Observational study; Internal medicine; Hazard ratio; Placebo; Diabetes mellitus; Meta-analysis; Number needed to harm; Absolute risk reduction; Pediatrics; Number needed to treat; Insulin; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008441647,0.0006091315,0.00657918,0.0004567021,0.00009280207,0.00008635259,0.0003247311,0.0003576388,0.00005758633],"category_scores_gemma":[0.0004518687,0.0004199382,0.001834952,0.00086321,0.0002871422,0.0000184935,0.0000330471,0.0003564844,6.732087e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003486394,"about_ca_system_score_gemma":0.0007342979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001536197,"about_ca_topic_score_gemma":0.003114384,"domain_scores_codex":[0.9967927,0.0005584914,0.001415761,0.0004658162,0.000243136,0.0005240704],"domain_scores_gemma":[0.9959415,0.0001345661,0.002216423,0.0004927982,0.0005390121,0.0006756936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001546075,0.00006158355,0.02923918,0.5659563,0.4004353,0.00001515596,0.00009540694,0.000004033649,0.000005509946,0.000001711852,0.0003840647,0.003800269],"study_design_scores_gemma":[0.0002889204,0.0004430529,0.0002180201,0.05570875,0.9388645,0.00000240639,0.00009073027,0.000001931111,0.00006550304,0.000002960715,0.003726305,0.0005869613],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05666138,0.9419973,8.972954e-7,0.00002356857,0.0000458468,0.0007110865,0.000543035,0.000002354675,0.00001450853],"genre_scores_gemma":[0.03241313,0.967003,0.00004550284,0.0001178473,0.00002914482,0.00005379862,0.0002299714,0.0000652918,0.00004230452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5384292,"threshold_uncertainty_score":0.9998252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024323161480188,"score_gpt":0.2221870216665419,"score_spread":0.21194379005174,"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."}}