{"id":"W2617709648","doi":"10.1093/ndt/gfx145.sp259","title":"SP259EFFECTS OF EMPAGLIFLOZIN ON RENAL OUTCOMES ACROSS KDIGO RISK CATEGORIES: RESULTS FROM THE EMPA-REG OUTCOME® TRIAL","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Empagliflozin; EMPA; Medicine; Outcome (game theory); Internal medicine; Intensive care medicine; Diabetes mellitus; Type 2 diabetes; 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":[],"consensus_categories":[],"category_scores_codex":[0.002348443,0.0009514748,0.002014508,0.0002683106,0.0002302763,0.00108318,0.0005254844,0.001078664,0.002569888],"category_scores_gemma":[0.001994609,0.0002296485,0.002490387,0.0003380713,0.0004703969,0.0006834985,0.0004364825,0.001986617,0.0003712306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00042393,"about_ca_system_score_gemma":0.0004217741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006197796,"about_ca_topic_score_gemma":0.0009501817,"domain_scores_codex":[0.9992367,0.0003543027,0.00006499999,0.0001386358,0.0001080356,0.00009734956],"domain_scores_gemma":[0.9991649,0.0001987285,0.0002880012,0.00007822261,0.00006963264,0.0002003926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.932319,0.001899143,0.007491779,0.001636504,0.005986248,0.0000540717,0.00004398649,0.0007264089,0.001386031,0.0002746187,0.003859994,0.0443221],"study_design_scores_gemma":[0.8514062,0.06928536,0.06116968,0.0004400781,0.01011063,0.0001624674,0.00008156623,0.001442481,0.0008448805,0.001094259,0.00389502,0.00006739172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667387,0.02239959,0.0006031672,0.001449258,0.0004509254,0.0006161521,0.003451583,0.0001479422,0.00414272],"genre_scores_gemma":[0.9869739,0.004303033,0.0006287993,0.001338776,0.0005364243,0.0009145638,0.003985909,0.00001734443,0.00130133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002569888,"threshold_uncertainty_score":0.01241988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103456377394167,"score_gpt":0.4471364624413863,"score_spread":0.3436800850472193,"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."}}