{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001142506,0.0001044469,0.0002357654,0.000104684,0.00001503816,0.000009775591,0.00001580452,0.00003098918,0.00005988622],"category_scores_gemma":[0.0002358709,0.00008644583,0.0001051844,0.00008583387,0.00002708985,0.00003513517,0.00003453269,0.00004920561,0.00001161396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004008853,"about_ca_system_score_gemma":0.00004039735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000641164,"about_ca_topic_score_gemma":0.000002645801,"domain_scores_codex":[0.999284,0.00006358398,0.0001484908,0.0001846873,0.0001789237,0.0001403553],"domain_scores_gemma":[0.9995232,0.0001043206,0.00003931039,0.0001611734,0.00001698344,0.0001549616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007620393,0.00005033627,0.940926,0.0004178993,0.0001429614,0.00007323769,0.00004238648,0.00003839554,0.002170641,0.0001420564,0.0007659342,0.05446814],"study_design_scores_gemma":[0.03910109,0.007249675,0.8124285,0.001655083,0.001837085,0.000002422262,0.00008075207,0.0009879333,0.1097256,0.0001070984,0.02636199,0.0004627541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948878,0.0004156411,0.000001130441,0.0005218706,0.0002019685,0.0003759055,0.00005824489,0.0000167016,0.003520725],"genre_scores_gemma":[0.9968209,0.00005498201,0.00003250121,0.0000537621,0.0002359191,0.000005816379,0.0001098963,0.00001006254,0.002676182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1284975,"threshold_uncertainty_score":0.3525159,"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."}}