{"id":"W3033838163","doi":"10.1093/ndt/gfaa307","title":"Urine proteomics for prediction of disease progression in patients with IgA nephropathy","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Instituto de Salud Carlos III; Canadian Institutes of Health Research; Bundesministerium für Bildung und Forschung; University of Toronto; Vetenskapsrådet; Austrian Science Fund; European Commission","keywords":"Medicine; Renal function; Nephropathy; Proteinuria; Tamm–Horsfall protein; Internal medicine; Gastroenterology; Biomarker; Urology; Urine; Kidney disease; Endocrinology; Kidney; Diabetes mellitus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003267907,0.0008525939,0.0009188871,0.001874781,0.0003612273,0.001091513,0.0004470524,0.000825851,0.0005671105],"category_scores_gemma":[0.007097675,0.0002101717,0.0005669616,0.0009515692,0.0002707953,0.0005393624,0.0006424997,0.0007542439,0.0002526519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004648691,"about_ca_system_score_gemma":0.0004971031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009683486,"about_ca_topic_score_gemma":0.001079379,"domain_scores_codex":[0.9988457,0.0004733482,0.000102028,0.0002137434,0.000288856,0.00007626141],"domain_scores_gemma":[0.9958816,0.001823687,0.001201221,0.0001394206,0.0005501833,0.0004040546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001160171,0.0001028604,0.9811543,0.00004944428,0.0001874095,0.00007263495,0.0000402901,0.001109639,0.001399211,0.00002926843,0.000287188,0.01440773],"study_design_scores_gemma":[0.0001068921,0.001201379,0.9634094,0.0000714946,0.0002317988,0.0009465036,0.00009796349,0.03051966,0.002300024,0.0003073885,0.0007719253,0.00003562158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995004,0.002106087,0.001836136,0.0001163429,0.00004090499,0.00004579547,0.0003398641,0.00007241838,0.0004384907],"genre_scores_gemma":[0.9976708,0.0001677053,0.001741612,0.00003251236,0.00002168158,0.00001509634,0.0002672386,0.000005297181,0.00007799808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003267907,"threshold_uncertainty_score":0.01728261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008717132213363033,"score_gpt":0.235961962762343,"score_spread":0.22724483054898,"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."}}