{"id":"W4317830674","doi":"10.1093/eurheartj/ehac825","title":"Major cardiovascular events and subsequent risk of kidney failure with replacement therapy: a CKD Prognosis Consortium study","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; University of British Columbia; Western University","funders":"National Center for Advancing Translational Sciences; Medical Research Council; National Center for Research Resources; Clinical and Translational Science Collaborative of Cleveland, School of Medicine, Case Western Reserve University; Kaiser Permanente; Michigan Institute for Clinical and Health Research; Perelman School of Medicine, University of Pennsylvania; University of Illinois at Urbana-Champaign; National Institutes of Health; Academy of Medical Sciences; British Renal Society; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; University of California, San Francisco; Wellcome Trust; Cancer Research UK; University of Aberdeen; University of Pennsylvania; Diabetes UK; National Kidney Foundation Serving Maryland and Delaware; Georgia Clinical and Translational Science Alliance; Deutsches Krebsforschungszentrum; British Heart Foundation; National Institute of Diabetes and Digestive and Kidney Diseases; Johns Hopkins University","keywords":"Medicine; Renal replacement therapy; Intensive care medicine; Kidney disease; Internal medicine; Cardiology","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":[0.00289964,0.000684979,0.0006411869,0.0007441701,0.001052891,0.00151375,0.001052216,0.001178205,0.001001632],"category_scores_gemma":[0.003839116,0.0005701594,0.00107936,0.001787314,0.0005383831,0.001091713,0.001761717,0.001488307,0.0002904274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006157441,"about_ca_system_score_gemma":0.001234443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02784082,"about_ca_topic_score_gemma":0.02219268,"domain_scores_codex":[0.9982558,0.0006765376,0.0001486003,0.0003370577,0.0003639136,0.0002180669],"domain_scores_gemma":[0.9966253,0.0002963897,0.001282919,0.0003709004,0.0004791142,0.0009454128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000426147,0.0001759266,0.9976276,0.00001835977,0.0003005291,0.00008444996,0.0001229482,0.0001007489,0.00009300479,0.00004474654,0.0004138619,0.0005917007],"study_design_scores_gemma":[0.0001358687,0.0001255667,0.998604,0.00001202883,0.0001568261,0.0001793968,0.0001381911,0.0003233335,0.00003142193,0.00004336081,0.0002364769,0.00001358584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949243,0.0003678142,0.0001904088,0.0003256042,0.00002003415,0.000116962,0.002974692,0.00001015261,0.00107006],"genre_scores_gemma":[0.9963384,0.0001490539,0.000212798,0.0001124738,0.00004319857,0.00009359329,0.002744965,0.000005421056,0.0003000383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02784082,"threshold_uncertainty_score":0.05535752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706653477653382,"score_gpt":0.2737645221112783,"score_spread":0.2466979873347445,"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."}}