{"id":"W2150982562","doi":"10.1203/pdr.0b013e31819e4305","title":"Initial Validation of a Novel Protein Biomarker Panel for Active Pediatric Lupus Nephritis","year":2009,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Lupus Research Alliance; U.S. Department of Defense","keywords":"Lupus nephritis; Ceruloplasmin; Urinary system; Albumin; Biomarker; Transferrin; Medicine; Internal medicine; Hemopexin; Blood proteins; Urine; Nephritis; Immunology; Endocrinology; Gastroenterology; Chemistry; Biochemistry; Disease; Enzyme","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003351897,0.0002502031,0.0006017875,0.001913403,0.0002073586,0.00006073943,0.000408222,0.0003250155,0.0001508173],"category_scores_gemma":[0.004131175,0.0002235277,0.0002391993,0.002819826,0.0001242329,0.0002392499,0.0001357413,0.0006440664,0.00006286963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170979,"about_ca_system_score_gemma":0.001231537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014115,"about_ca_topic_score_gemma":0.000002121324,"domain_scores_codex":[0.9946891,0.0003255934,0.0008056411,0.0006632742,0.002427118,0.001089292],"domain_scores_gemma":[0.9954128,0.001162507,0.0002157939,0.0006586905,0.00215722,0.0003930297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03284042,0.01252654,0.4464498,0.02418195,0.0005900911,0.0004996561,0.008417267,0.00002115003,0.2650398,0.003182144,0.1095502,0.096701],"study_design_scores_gemma":[0.1962825,0.04308527,0.3378204,0.002633376,0.002776869,0.0217254,0.01259632,0.01268712,0.3375982,0.01351313,0.01327393,0.006007476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884943,0.0008288079,0.001268575,0.0008069798,0.0002076124,0.005508215,0.0001222516,0.00007367733,0.002689613],"genre_scores_gemma":[0.9919365,0.0004606852,0.002328567,0.00002212005,0.002377242,0.0006620736,0.00009506605,0.00005915179,0.002058603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163442,"threshold_uncertainty_score":0.9115197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1784163294067255,"score_gpt":0.4256051313515169,"score_spread":0.2471888019447914,"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."}}