{"id":"W2621539739","doi":"10.1053/j.ajkd.2017.04.018","title":"ESRD After Heart Failure, Myocardial Infarction, or Stroke in Type 2 Diabetic Patients With CKD","year":2017,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. John’s Health Sciences Centre","funders":"Janssen Pharmaceuticals; Servier; Ministerio de Economía y Competitividad; Relypsa; Astellas Pharma; Rockford University; Novo Nordisk; Intarcia Therapeutics; Teva Pharmaceutical Industries; Dexcom; McGill University; Brigham and Women's Hospital; Sanofi; AstraZeneca; Eli Lilly and Company; GlaxoSmithKline; Celladon Corporation; Amgen","keywords":"Medicine; Myocardial infarction; Stroke (engine); Dialysis; Internal medicine; Kidney disease; Heart failure; Diabetes mellitus; Population; Anemia; Type 2 diabetes; Renal replacement therapy; End stage renal disease; Cardiology; Hemodialysis; Surgery; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005566433,0.000246266,0.0006528221,0.0007789725,0.0007120442,0.0009090963,0.0003789084,0.0008513218,0.002436829],"category_scores_gemma":[0.002120438,0.0003498026,0.001097048,0.001163625,0.0002795492,0.001084046,0.0006638122,0.001366259,0.0001928966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003969801,"about_ca_system_score_gemma":0.0006816195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008576188,"about_ca_topic_score_gemma":0.01435472,"domain_scores_codex":[0.9995337,0.0001087191,0.00006169092,0.00007935765,0.00007236306,0.0001442807],"domain_scores_gemma":[0.9991672,0.0001800356,0.0002949289,0.0000361366,0.00004988872,0.0002717888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003691599,0.0001045012,0.9974885,0.00001600905,0.00006302194,0.0002265248,0.00004331129,0.0000493463,0.00004265421,0.00002731984,0.000110797,0.001458849],"study_design_scores_gemma":[0.00002323485,0.0001153789,0.9987637,0.00001744247,0.00008257944,0.0002839455,0.0002964668,0.0001697809,0.00001397419,0.00007807474,0.0001478603,0.000007639997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965017,0.00122801,0.00005731597,0.0001984749,0.00005717921,0.00001198557,0.0002666975,0.000002888236,0.001675851],"genre_scores_gemma":[0.9987854,0.000454377,0.00004053265,0.00009587561,0.00008028228,0.0000066988,0.0003116482,0.000001074318,0.0002240883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008576188,"threshold_uncertainty_score":0.01705253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00486019656654138,"score_gpt":0.2474866997609667,"score_spread":0.2426265031944253,"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."}}