{"id":"W3111410489","doi":"10.1053/j.ajkd.2020.11.005","title":"A New Panel-Estimated GFR, Including β2-Microglobulin and β-Trace Protein and Not Including Race, Developed in a Diverse Population","year":2020,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; Canadian Institutes of Health Research; Department of Internal Medicine, University of Utah; Johns Hopkins Bloomberg School of Public Health; University of California, San Francisco; University of Illinois at Urbana-Champaign; Health Resources and Services Administration; Hjartavernd; Gilead Sciences; Háskóli Íslands; Universitair Medisch Centrum Groningen; Georgia Clinical and Translational Science Alliance; Tulane University; Astellas Pharma; University of Pennsylvania; Novo Nordisk; Omeros Corporation; Deutsches Krebsforschungszentrum; Johns Hopkins University; U.S. Department of Veterans Affairs; Hennepin County Medical Center; Cleveland Clinic; Michigan Institute for Clinical and Health Research; Kaiser Permanente; National Center for Research Resources; Clinical and Translational Science Collaborative of Cleveland, School of Medicine, Case Western Reserve University; Cleveland Clinic Foundation; Danone; Steno Diabetes Center Copenhagen; National Institutes of Health; Minneapolis Medical Research Foundation; Tufts Medical Center; Northwestern University; University of Minnesota; National Institute of Diabetes and Digestive and Kidney Diseases; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Sanofi","keywords":"Medicine; Race (biology); Beta-2 microglobulin; Population; TRACE (psycholinguistics); Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002496648,0.0007464642,0.0009354058,0.00172652,0.0007712013,0.0009924996,0.0009245415,0.0007343689,0.001375759],"category_scores_gemma":[0.004209167,0.0001943491,0.001046454,0.001434668,0.0001566462,0.0006787411,0.001041928,0.001017825,0.0006131001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007062551,"about_ca_system_score_gemma":0.001015886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652089,"about_ca_topic_score_gemma":0.02142905,"domain_scores_codex":[0.9980834,0.0004992887,0.000126789,0.0005753511,0.0005756788,0.0001395985],"domain_scores_gemma":[0.9981247,0.000317595,0.000265439,0.0002344652,0.0008659117,0.0001919493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001529294,0.0007127364,0.9046175,0.0001183597,0.0009139292,0.0004594799,0.0003970401,0.002833713,0.008566367,0.0007486183,0.006586719,0.07251617],"study_design_scores_gemma":[0.0002137594,0.001319511,0.9614645,0.00009092272,0.0008737817,0.001709714,0.0002642619,0.01090731,0.006441004,0.0006767563,0.0159706,0.0000679279],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186612,0.0007806787,0.03970883,0.0004746768,0.000286732,0.0007184586,0.02481712,0.0004781194,0.01407427],"genre_scores_gemma":[0.9447525,0.0004137096,0.03328417,0.000634242,0.0001265328,0.0008409965,0.01539185,0.00009400788,0.004461937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01652089,"threshold_uncertainty_score":0.03284943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05452667440353342,"score_gpt":0.3128612232669741,"score_spread":0.2583345488634407,"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."}}