{"id":"W3084406279","doi":"10.1038/s41598-020-71684-6","title":"Parallel assessment of albuminuria and plasma sTNFR1 in people with type 2 diabetes and advanced chronic kidney disease provides accurate prognostication of the risks of renal decline and death","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medicinska Forskningsrådet; University College Dublin; Science Foundation Ireland; Health Research Board; European Foundation for the Study of Diabetes; UCD Foundation; Health Service Executive; Wellcome Trust; Canadian Institute for Theoretical Astrophysics","keywords":"Renal function; Medicine; Kidney disease; Albuminuria; Type 2 diabetes; Diabetes mellitus; Internal medicine; Creatinine; Proportional hazards model; Population; Cohort; Urology; Endocrinology","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":[0.001043416,0.0002589641,0.0005384297,0.0006080898,0.0002822657,0.0005555556,0.0003740006,0.0003287403,0.001012104],"category_scores_gemma":[0.002411759,0.0003008957,0.0005720984,0.0006459425,0.0001996018,0.000321017,0.0005811069,0.0005941081,0.000214841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004421608,"about_ca_system_score_gemma":0.0004178052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006594656,"about_ca_topic_score_gemma":0.01254622,"domain_scores_codex":[0.9992809,0.0002495938,0.00006932252,0.0001658352,0.0001247961,0.000109597],"domain_scores_gemma":[0.9987046,0.0002261582,0.0005830151,0.0001123678,0.0001873232,0.0001866537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003673956,0.00004030646,0.9980495,0.00001235644,0.00007018606,0.00002139786,0.00003632301,0.00006757378,0.000213114,0.000009072401,0.00006442085,0.001048425],"study_design_scores_gemma":[0.00002007432,0.0001888163,0.9990005,0.000006190455,0.00003464349,0.00007716437,0.00005356742,0.000417646,0.00009370019,0.00001781763,0.00008690506,0.000002943916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998741,0.000164164,0.0001800813,0.00003144239,0.000008057396,0.00001821555,0.0005261867,0.000004517764,0.0003263705],"genre_scores_gemma":[0.9989182,0.0000577418,0.0002599173,0.0000194499,0.0000104192,0.00001678977,0.0004674979,0.000001385016,0.0002486478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006594656,"threshold_uncertainty_score":0.01311255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389630340043502,"score_gpt":0.3043540652998157,"score_spread":0.2804577618993807,"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."}}