{"id":"W2626155976","doi":"10.3899/jrheum.161128","title":"Urine Biomarkers to Predict Response to Lupus Nephritis Therapy in Children and Young Adults","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"National Center for Research Resources; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Lupus nephritis; Internal medicine; Vitamin D-binding protein; Biomarker; Transferrin; Hepcidin; Ceruloplasmin; Proteinuria; Gastroenterology; Urine; Endocrinology; Rheumatology; Renal biopsy; Vitamin D and neurology; Anemia; Kidney; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007854017,0.0004231191,0.0005461898,0.0007949652,0.0001769645,0.0004110276,0.0001658873,0.0005445186,0.0007809139],"category_scores_gemma":[0.00303007,0.0001826339,0.0002452836,0.0004840431,0.000180394,0.0003740366,0.0002320775,0.0004552714,0.0002758924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311205,"about_ca_system_score_gemma":0.0002445609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550955,"about_ca_topic_score_gemma":0.001757363,"domain_scores_codex":[0.9996487,0.00009726123,0.00005684776,0.00005988949,0.00009430524,0.00004308399],"domain_scores_gemma":[0.9984718,0.0003704313,0.0007491774,0.00003293452,0.0001646556,0.0002110648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009192521,0.00001819138,0.9972453,0.00001050192,0.00001944735,0.0000491402,0.0000263348,0.00005163722,0.0003201185,0.000003466674,0.00008238189,0.002081441],"study_design_scores_gemma":[0.00001118475,0.0002607909,0.9982186,0.00001511293,0.00002554229,0.0005137327,0.00007767878,0.0002885227,0.0003141002,0.000007962602,0.0002640687,0.000002753917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969766,0.002025757,0.0001879404,0.00007677793,0.00001055779,0.00001194573,0.0003004642,0.00001694625,0.0003929815],"genre_scores_gemma":[0.9985783,0.0003905038,0.0004563676,0.00005069498,0.00001885271,0.00001443271,0.0003449396,0.000003006021,0.0001429849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001550955,"threshold_uncertainty_score":0.004153609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258010535332959,"score_gpt":0.2917655544125608,"score_spread":0.2791854490592312,"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."}}