{"id":"W3043929167","doi":"10.1016/j.ekir.2020.07.018","title":"Clinical Use of Complement, Inflammation, and Fibrosis Biomarkers in Autoimmune Glomerulonephritis","year":2020,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Jerome; Centre Hospitalier Universitaire Sainte-Justine; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Lupus nephritis; Proteinuria; Minimal change disease; Membranous nephropathy; Glomerulonephritis; Urinary system; Focal segmental glomerulosclerosis; Internal medicine; Immunology; Creatinine; Nephropathy; Biomarker; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001843556,0.000079734,0.0002303679,0.0001054694,0.00002262506,0.0000190143,0.0000344686,0.00007594522,0.0005511034],"category_scores_gemma":[0.001533034,0.00007576098,0.0001027404,0.0001457668,0.0000886066,0.0001435553,0.00005537588,0.000133581,0.000005166553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002878975,"about_ca_system_score_gemma":0.0001216155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001494537,"about_ca_topic_score_gemma":0.000005915021,"domain_scores_codex":[0.9985119,0.0000310361,0.0008893149,0.0002151471,0.000261974,0.00009060685],"domain_scores_gemma":[0.9991797,0.00006618222,0.0002588682,0.0001278693,0.0001572183,0.0002102228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001044699,0.0001236823,0.9485302,0.00008628765,0.0008488292,0.0007883685,0.0002837852,0.0000117613,0.01003641,0.001094204,0.02864266,0.009449348],"study_design_scores_gemma":[0.001555264,0.0001124505,0.8417522,0.0003630445,0.00007112721,0.0004255565,0.00004308452,0.001101658,0.0005889574,0.0002325441,0.153661,0.00009306925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616544,0.0001709103,0.000199768,0.03475568,0.0004101282,0.0003298658,0.0001013131,0.00003963886,0.002338254],"genre_scores_gemma":[0.995444,0.0004802137,0.002496204,0.0008519248,0.00009289786,0.00001165324,0.0004839123,0.000009809951,0.0001294097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250183,"threshold_uncertainty_score":0.6034195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816353477507878,"score_gpt":0.3175902684057831,"score_spread":0.2794267336307043,"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."}}