{"id":"W3154580191","doi":"10.1161/strokeaha.120.031623","title":"Effect of SGLT2 Inhibitors on Stroke and Atrial Fibrillation in Diabetic Kidney Disease","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Medical Research Council; National Institutes of Health; HLS Therapeutics; Bristol-Myers Squibb; Akebia Therapeutics; Mitsubishi Tanabe Pharma Corporation; Daiichi Sankyo Europe; Servier; Astellas Pharma; Novo Nordisk; Daiichi-Sankyo; Medical Research Council; Verily Life Sciences; Canadian Institutes of Health Research; Pfizer; Innovent Biologics; Janssen Scientific Affairs; Kidney Foundation of Canada; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi; Kowa Company; National Health and Medical Research Council; AstraZeneca; Amarin Corporation; Ablynx; Alnylam Pharmaceuticals; Amgen; Eli Lilly and Company","keywords":"Medicine; Stroke (engine); Canagliflozin; Internal medicine; Diabetes mellitus; Atrial fibrillation; Hazard ratio; Kidney disease; Renal function; Placebo; Albuminuria; Cardiology; Type 2 diabetes; Endocrinology; Confidence interval; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009199933,0.001123173,0.003499411,0.0008972829,0.0002747364,0.001436171,0.0006097778,0.001236899,0.002583407],"category_scores_gemma":[0.0124239,0.0005658495,0.01277356,0.001074883,0.000516869,0.0006333538,0.0006453899,0.001805404,0.0001484096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009356176,"about_ca_system_score_gemma":0.0009561623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003524815,"about_ca_topic_score_gemma":0.005327255,"domain_scores_codex":[0.9953093,0.003044092,0.0006065313,0.0004853931,0.0003939788,0.0001607099],"domain_scores_gemma":[0.9913687,0.006049867,0.001547422,0.0003763032,0.0003804358,0.0002772128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.2396708,0.001042925,0.08269748,0.04518505,0.4844437,0.0003010501,0.0001481377,0.006782801,0.001412702,0.0009264966,0.003685755,0.1337031],"study_design_scores_gemma":[0.08884312,0.01691651,0.1300505,0.005897712,0.7402714,0.0004550311,0.0001207471,0.0053103,0.001639903,0.00324657,0.007129134,0.0001191438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2601668,0.7311054,0.001398294,0.001643973,0.0009292567,0.0002858094,0.001463577,0.00006803741,0.002938915],"genre_scores_gemma":[0.9418795,0.05444843,0.0009804008,0.001065677,0.0005077536,0.0001533687,0.0005506559,0.00001119377,0.0004031237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009199933,"threshold_uncertainty_score":0.0486545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005815299851430893,"score_gpt":0.2481905064198265,"score_spread":0.2423752065683956,"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."}}