{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002387112,0.0004620782,0.0006033956,0.001418613,0.0004020933,0.000836207,0.0004221719,0.0005026917,0.000805811],"category_scores_gemma":[0.003835778,0.0001882966,0.0002682605,0.001522561,0.0003169061,0.0003894806,0.0003841214,0.0003873543,0.0002335586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003001833,"about_ca_system_score_gemma":0.0004821061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009209943,"about_ca_topic_score_gemma":0.001018512,"domain_scores_codex":[0.9988151,0.0004563687,0.0001820436,0.000189423,0.0002847091,0.00007240157],"domain_scores_gemma":[0.9974717,0.0006915655,0.001092601,0.0001264051,0.0003783286,0.0002393401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002951669,0.00003288694,0.9927351,0.0000393204,0.0000526254,0.0001084408,0.00002386992,0.00006033404,0.0006171343,0.00001440881,0.00009368009,0.005926896],"study_design_scores_gemma":[0.00003634633,0.0004970554,0.9952721,0.00004506573,0.0001042848,0.001409451,0.0000838258,0.0006353665,0.0008828168,0.00008238002,0.0009413771,0.000009984752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871689,0.009978617,0.0006214105,0.0002170209,0.00003628932,0.00005133207,0.0004822374,0.00001808086,0.00142621],"genre_scores_gemma":[0.9983799,0.0006786056,0.0005605898,0.0000430711,0.00003124675,0.00001994677,0.0001820306,0.000001859346,0.0001025545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002387112,"threshold_uncertainty_score":0.01262438,"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."}}