{"id":"W3191989589","doi":"10.1097/tp.0000000000003919","title":"Cardiometabolic and Kidney Protection in Kidney Transplant Recipients With Diabetes: Mechanisms, Clinical Applications, and Summary of Clinical Trials","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; KU Leuven; Department of Medicine, University of Toronto; Novo Nordisk; Sanofi; University of Toronto; Diabetes Canada; AstraZeneca; Eli Lilly and Company","keywords":"Diabetes mellitus; Clinical trial; Kidney; Kidney disease; Kidney transplantation; Transplantation; Disease","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":[0.002028265,0.0001954454,0.001080796,0.0001893282,0.00004892084,0.0000168621,0.00003597884,0.0001964548,0.0000205972],"category_scores_gemma":[0.0001441847,0.0001503043,0.0001592779,0.0003416305,0.00009549067,0.0001305079,0.000003728007,0.0002415703,0.000001987567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001338972,"about_ca_system_score_gemma":0.0002454254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004534748,"about_ca_topic_score_gemma":0.00003002143,"domain_scores_codex":[0.9969071,0.0007213277,0.001422549,0.0004704832,0.0002958868,0.000182616],"domain_scores_gemma":[0.9986272,0.0004299464,0.0002799466,0.0001891667,0.0001082019,0.0003654663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003071879,0.000572437,0.9519839,0.002314378,0.0006673695,0.0001270732,0.0003449421,0.000004311905,0.00436395,0.0004908346,0.000007777804,0.0360512],"study_design_scores_gemma":[0.02022997,0.0006640277,0.9638156,0.002835298,0.002075801,0.0001791838,0.00006125269,0.0001955117,0.009090979,0.0002305827,0.0003982703,0.0002235117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576783,0.0007260545,0.03716961,0.0007245477,0.0002180835,0.00232994,0.0007317151,0.00005116202,0.0003705601],"genre_scores_gemma":[0.9744037,0.01662387,0.006888276,0.0004658662,0.0000770862,0.00022911,0.001193933,0.0000261547,0.00009202767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03582769,"threshold_uncertainty_score":0.6129231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08558446180428203,"score_gpt":0.3925255371961853,"score_spread":0.3069410753919032,"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."}}