{"id":"W2618210320","doi":"10.1093/ndt/gfx149.sp427","title":"SP427GLUCOSE-LOWERING DRUGS ADDED TO EXISTING THERAPIES AND RISKS OF MORTALITY AND CARDIOVASCULAR DISEASE IN TYPE 2 DIABETES: NETWORK META-ANALYSIS OF RANDOMIZED TRIALS","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta; Université de Montréal; University of Calgary","funders":"","keywords":"Medicine; Type 2 diabetes; Disease; Diabetes mellitus; Randomized controlled trial; Meta-analysis; Intensive care medicine; MEDLINE; Clinical trial; Internal medicine; 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":[0.02758045,0.003247746,0.02058456,0.006051944,0.0004693671,0.003695034,0.002248739,0.002305666,0.003826861],"category_scores_gemma":[0.05000172,0.001744206,0.0492573,0.006386272,0.0007981228,0.002146438,0.001781407,0.002343604,0.0003415799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002486248,"about_ca_system_score_gemma":0.00225785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005341163,"about_ca_topic_score_gemma":0.007375709,"domain_scores_codex":[0.9681755,0.02192138,0.00506097,0.002521233,0.001861496,0.0004592705],"domain_scores_gemma":[0.9723294,0.02082151,0.004086168,0.00138505,0.001049594,0.0003282309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004540916,0.00001732217,0.003238045,0.05595886,0.9314864,0.00004788154,0.00002228793,0.0008389307,0.00006983546,0.00008396598,0.0003323124,0.003363223],"study_design_scores_gemma":[0.002522371,0.0001677494,0.002049671,0.003568447,0.9899832,0.00003817147,0.00001704698,0.0006389193,0.00006404533,0.0003401705,0.0005910853,0.00001912417],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02474923,0.9640554,0.004960326,0.0007406122,0.0007469963,0.001364673,0.002408635,0.0001918551,0.0007822178],"genre_scores_gemma":[0.6367055,0.335879,0.01337779,0.002150238,0.000707603,0.006377951,0.003610329,0.0001662551,0.001025382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02758045,"threshold_uncertainty_score":0.1458611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166554461093825,"score_gpt":0.3541729441630863,"score_spread":0.2375174980537038,"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."}}