{"id":"W4200143795","doi":"10.1016/j.eclinm.2021.101240","title":"Nephrotic-range proteinuria in type 2 diabetes: Effects of empagliflozin on kidney disease progression and clinical outcomes","year":2021,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Daiichi-Sankyo; Novo Nordisk; Intarcia Therapeutics; Sanofi; AstraZeneca; Eli Lilly and Company","keywords":"Empagliflozin; Medicine; Renal function; Kidney disease; Internal medicine; Proteinuria; Type 2 diabetes; Placebo; Creatinine; Diabetes mellitus; Kidney; Endocrinology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006845315,0.000235043,0.00096555,0.0001250179,0.00002424759,0.000008274515,0.00007767554,0.0001281967,0.0001416721],"category_scores_gemma":[0.007358154,0.0001588295,0.0001719736,0.0003093498,0.0002245253,0.00004564633,0.0001182184,0.0002987725,0.00003586778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003303573,"about_ca_system_score_gemma":0.0001745681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002852608,"about_ca_topic_score_gemma":0.000004183777,"domain_scores_codex":[0.9977101,0.0002214032,0.0008434508,0.0005051388,0.0004076099,0.0003123042],"domain_scores_gemma":[0.9973792,0.00115666,0.0001690994,0.0005682168,0.0000989484,0.0006278443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006378354,0.00281168,0.960005,0.0009160345,0.0002742539,0.0006963014,0.0000385108,1.383317e-7,0.00006185914,0.0001130259,0.003766962,0.03067836],"study_design_scores_gemma":[0.01142131,0.004119901,0.973761,0.003525536,0.0007448,5.96454e-7,0.00001586715,0.0000990192,0.0002160906,0.0002199204,0.005737646,0.0001383114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852369,0.001376307,0.000003210499,0.01021723,0.0006638203,0.00162212,0.000004260925,0.0000514557,0.0008247146],"genre_scores_gemma":[0.9883222,0.0008253979,0.001015233,0.0081753,0.0002802493,0.00009285929,0.00008243554,0.00003419793,0.001172144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03054005,"threshold_uncertainty_score":0.880893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353991349163101,"score_gpt":0.3644451173646002,"score_spread":0.3409052038729692,"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."}}