{"id":"W4386172008","doi":"10.1016/j.xkme.2023.100719","title":"Plasma Biomarkers and Incident CKD Among Individuals Without Diabetes","year":2023,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Veterans Affairs San Diego Healthcare System; University of California, San Francisco; Perelman School of Medicine, University of Pennsylvania; University of California, San Diego; National Institute of Diabetes and Digestive and Kidney Diseases; Johns Hopkins University; U.S. Department of Veterans Affairs; School of Medicine, Boston University; York University; University of Pennsylvania; School of Medicine, University of Alabama at Birmingham; School of Medicine, Case Western Reserve University; Case Western Reserve University; Brigham and Women's Hospital; Johns Hopkins Bloomberg School of Public Health; Tufts Medical Center; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Medicine; SuPAR; Internal medicine; Kidney disease; Renal function; Odds ratio; Diabetes mellitus; Population; Gastroenterology; Prospective cohort study; Cohort; Oncology; Endocrinology; Plasminogen activator; Urokinase receptor","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":[0.0007036522,0.0004773649,0.0003785556,0.0008216454,0.0005382841,0.0008126441,0.000404651,0.0005576959,0.00170673],"category_scores_gemma":[0.001974687,0.0003685071,0.0003120016,0.001403228,0.0004031955,0.0004676667,0.0004141175,0.0007281736,0.0002146811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000325973,"about_ca_system_score_gemma":0.0003521724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005228675,"about_ca_topic_score_gemma":0.003701778,"domain_scores_codex":[0.9994493,0.0001389425,0.00004984078,0.0001680435,0.0001184544,0.00007541036],"domain_scores_gemma":[0.9988481,0.0001696895,0.0006113902,0.00008058487,0.0001049717,0.0001851757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002783926,0.00004335347,0.998137,0.000022257,0.00005212602,0.00002898722,0.00001738848,0.00004190692,0.0001622105,0.00002149382,0.00009467254,0.001100153],"study_design_scores_gemma":[0.0000531166,0.0002387328,0.9983587,0.00002158898,0.0001037648,0.0002750401,0.0000600147,0.0001973644,0.0001350299,0.00009973726,0.0004494765,0.00000735778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949522,0.002047015,0.0002931125,0.0001350836,0.0000232864,0.00004357556,0.001650497,0.00001012395,0.0008452427],"genre_scores_gemma":[0.9978084,0.0005116072,0.0003696822,0.00008727516,0.00002749177,0.00004278067,0.0008614352,0.000002214059,0.0002891514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005228675,"threshold_uncertainty_score":0.01039648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589962950828981,"score_gpt":0.2798371400589659,"score_spread":0.2639375105506761,"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."}}