{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001859315,0.0001780117,0.0004217077,0.0001545858,0.0001673322,0.00003467107,0.00007388691,0.00001951087,0.0001594732],"category_scores_gemma":[0.000291608,0.0001210316,0.0002443173,0.0002628218,0.00006547266,0.00006916685,0.00006317443,0.0002826578,0.00005564296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004344751,"about_ca_system_score_gemma":0.0003574693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001549588,"about_ca_topic_score_gemma":0.000001293509,"domain_scores_codex":[0.9978219,0.0006463042,0.0003386944,0.0002841073,0.0006060033,0.0003029411],"domain_scores_gemma":[0.9985439,0.00003900633,0.0001377922,0.000379144,0.0001329649,0.0007671781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004175335,0.0004300323,0.9705042,0.00007469569,0.002401677,0.000404205,0.0006607401,0.00001002516,0.0003855922,8.838578e-7,0.02379077,0.0009195977],"study_design_scores_gemma":[0.01078846,0.002413488,0.9417312,0.0003857539,0.0009906858,0.0003604346,0.001178826,0.00002212397,0.0006157061,0.000006326625,0.04134463,0.0001624377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958904,0.001783927,0.000008320594,0.001041494,0.00007726558,0.000797255,0.00002441886,0.00005612814,0.0003208206],"genre_scores_gemma":[0.9981995,0.0007410157,0.0001521071,0.0003860545,0.0002165523,0.0000137487,0.00001185233,0.00004931384,0.0002299151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02877311,"threshold_uncertainty_score":0.4935525,"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."}}