{"id":"W3014701587","doi":"10.1111/dom.13965","title":"What have we learned about renal protection from the cardiovascular outcome trials and observational analyses with SGLT2 inhibitors?","year":2020,"lang":"en","type":"review","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Diabetes Canada; University of Toronto","funders":"","keywords":"Medicine; Empagliflozin; Canagliflozin; Clinical trial; Intensive care medicine; Internal medicine; Albuminuria; Clinical endpoint; Type 2 diabetes; Renal function; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3285975,0.001774101,0.009300658,0.004920119,0.001338302,0.01134711,0.006036445,0.007944808,0.009561608],"category_scores_gemma":[0.5762386,0.001766395,0.01107762,0.008095185,0.004992035,0.01468201,0.004617129,0.01132596,0.001748523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003987306,"about_ca_system_score_gemma":0.0106257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007461095,"about_ca_topic_score_gemma":0.009816739,"domain_scores_codex":[0.8218854,0.1030335,0.04554106,0.01179402,0.01540117,0.002344827],"domain_scores_gemma":[0.1989818,0.6854621,0.03920551,0.02616872,0.04585259,0.004329331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005318135,0.0002707883,0.03691776,0.1666131,0.03905779,0.0003918898,0.002039647,0.001539783,0.0004204147,0.01822988,0.1041168,0.625084],"study_design_scores_gemma":[0.004070756,0.002254588,0.07024657,0.3682991,0.0613463,0.001455304,0.002367335,0.002595734,0.0008119605,0.07585052,0.4099461,0.0007557965],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002487645,0.8869234,0.00388692,0.0959786,0.007807598,0.0001724902,0.001297279,0.00007398192,0.001372013],"genre_scores_gemma":[0.06053923,0.6941788,0.0148268,0.1771069,0.04908908,0.001170812,0.002038893,0.0003036238,0.0007459232],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3285975,"threshold_uncertainty_score":0.8279588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398622772785294,"score_gpt":0.3664264146779851,"score_spread":0.1265641373994557,"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."}}