{"id":"W4318475789","doi":"10.1007/s00467-023-05888-z","title":"Urine biomarker score captures response to induction therapy with lupus nephritis","year":2023,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; Dr. Ralph and Marian Falk Medical Research Trust; Center for Clinical and Translational Science, University of Cincinnati; Lupus Foundation of America","keywords":"Medicine; Lupus nephritis; Internal medicine; Subclinical infection; Biomarker; Systemic lupus erythematosus; Calprotectin; Gastroenterology; Nephrology; Proteinuria; Urine; Kidney; Renal biopsy; Immunology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008602098,0.0003932349,0.0005086712,0.0008957693,0.0001541533,0.0005267446,0.0003059726,0.0002772969,0.001469488],"category_scores_gemma":[0.002511143,0.0001092365,0.0003011867,0.0006907571,0.0001796461,0.0003027886,0.0003786635,0.0004603684,0.0002730005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349872,"about_ca_system_score_gemma":0.0002476597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006877797,"about_ca_topic_score_gemma":0.0008031796,"domain_scores_codex":[0.9994261,0.000128907,0.00008700089,0.0001244366,0.0001722843,0.00006130004],"domain_scores_gemma":[0.9974886,0.0003671774,0.001570396,0.00007737718,0.0002200096,0.0002764445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001961517,0.00004028782,0.9947332,0.00001878057,0.00006433207,0.00003672087,0.00001912909,0.0001111037,0.001019263,0.000008429281,0.00009489708,0.003657763],"study_design_scores_gemma":[0.000006083764,0.000419906,0.997764,0.000007302995,0.00004245773,0.0005137736,0.00002464321,0.0003008535,0.0007428766,0.00001451798,0.0001599982,0.00000354766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976544,0.0007274981,0.0003240214,0.00003753955,0.000008181102,0.00001704358,0.0003168903,0.00003641659,0.0008781011],"genre_scores_gemma":[0.999201,0.00009213905,0.000297902,0.00001406805,0.000006011309,0.00000681617,0.0002542886,0.000002730396,0.0001250893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001469488,"threshold_uncertainty_score":0.004915953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03766854366489667,"score_gpt":0.3058982911423,"score_spread":0.2682297474774033,"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."}}