{"id":"W4387296715","doi":"10.1001/jama.2023.17002","title":"Estimated Glomerular Filtration Rate, Albuminuria, and Adverse Outcomes","year":2023,"lang":"en","type":"review","venue":"JAMA","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":315,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; University of British Columbia","funders":"NHLBI Division of Intramural Research; National Heart, Lung, and Blood Institute; School of Medicine, Tokai University; National Health and Medical Research Council; Medical Research Council; Clinical and Translational Science Collaborative of Cleveland, School of Medicine, Case Western Reserve University; Johns Hopkins Bloomberg School of Public Health; Perelman School of Medicine, University of Pennsylvania; School of Medicine, New York University; University of Illinois at Urbana-Champaign; National Center for Research Resources; National Institute of General Medical Sciences; Duke Global Health Institute, Duke University; Centers for Disease Control and Prevention; National Institutes of Health; Högskolan Dalarna; Universitair Medisch Centrum Groningen; Otsuka Pharmaceutical; Karolinska Institutet; British Heart Foundation; Bundesministerium für Bildung und Forschung; Rijksuniversiteit Groningen; Boehringer Ingelheim France; University of New South Wales; Institut National de la Santé et de la Recherche Médicale; Deutsche Forschungsgemeinschaft; University of Leicester; Academy of Medical Sciences; British Renal Society; University of California, San Francisco; GlaxoSmithKline; Shahid Beheshti University of Medical Sciences; Diabetes UK; Kidney Research UK; National Center for Advancing Translational Sciences; Kaiser Permanente; Universidad de la República Uruguay; National Institute for Health and Care Research; Albert-Ludwigs-Universität Freiburg; University Hospitals of Leicester NHS Trust; Deutsches Krebsforschungszentrum; Geisinger Commonwealth School of Medicine; Georgia Clinical and Translational Science Alliance; Tulane University; Michigan Institute for Clinical and Health Research; Sanofi; National Institute of Diabetes and Digestive and Kidney Diseases; MSD France; University of Pennsylvania; Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences; Eli Lilly and Company; Brigham and Women's Hospital; Wellcome Trust; University of Oxford; University of Dundee; Tufts Medical Center; York University; AstraZeneca; Duke-NUS Medical School; Johns Hopkins University; University of California, Los Angeles; University of Washington; Imperial College London; Università degli Studi di Salerno; Amgen","keywords":"Medicine; Albuminuria; Renal function; Creatinine; Kidney disease; Cystatin C; Internal medicine; Population; Urology","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":[0.0001949724,0.0003276524,0.001348363,0.0001679806,0.00004904001,0.00003653289,0.00007031508,0.000310459,0.000261205],"category_scores_gemma":[0.0009114531,0.0002419621,0.0003329367,0.0002934669,0.00005433944,0.00009376085,0.00005181004,0.0002310852,0.000757188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009965254,"about_ca_system_score_gemma":0.0005717424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002825789,"about_ca_topic_score_gemma":0.000003258702,"domain_scores_codex":[0.9987051,0.00007187179,0.0004292332,0.0003635288,0.0001755799,0.0002546151],"domain_scores_gemma":[0.9988453,0.0002842766,0.0001623649,0.000368293,0.00005406274,0.000285677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001423241,0.00007884163,0.0004615212,0.04344673,0.0006753837,0.000231502,0.00003020266,1.801644e-7,0.000002255815,0.00006600629,0.02968497,0.9253082],"study_design_scores_gemma":[0.001537123,0.00006115157,0.002217204,0.01676109,0.003222148,0.00002167733,0.00001885959,0.00004021452,0.00000320822,0.00004612159,0.9757875,0.000283727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003840213,0.9971288,0.00000120851,0.0002288565,0.0002169509,0.0008456429,0.000162314,0.0002107722,0.0008214713],"genre_scores_gemma":[0.00001784086,0.9931116,0.00007465965,0.0003306338,0.0002571025,0.0001064053,0.001505948,0.00007065937,0.00452522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9461025,"threshold_uncertainty_score":0.986693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06370402878490815,"score_gpt":0.3671628416813921,"score_spread":0.303458812896484,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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