{"id":"W4410715515","doi":"10.3899/jrheum.2025-0390.pv034","title":"URINARY PROTEOMIC ANALYSIS PROVIDES DIFFERENT PATTERNS BETWEEN LUPUS PATIENTS WITH AND WITHOUT NEPHRITIS: RESULTS OF A MULTICENTER STUDY IN 124 PATIENTS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lupus nephritis; Multicenter study; Urinary system; Nephritis; Internal medicine; Systemic lupus erythematosus; Lupus erythematosus; Immunology; Antibody; Disease; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065588,0.000450384,0.0004957994,0.0007649569,0.0006501687,0.0005928274,0.0002532464,0.0005532196,0.0009766737],"category_scores_gemma":[0.001762432,0.0003363823,0.0004970083,0.0006582355,0.0004067417,0.0004317486,0.0005255681,0.0002725737,0.0002428401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272214,"about_ca_system_score_gemma":0.0001701981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009745553,"about_ca_topic_score_gemma":0.0008445825,"domain_scores_codex":[0.9990996,0.0002618273,0.0001002899,0.0003063218,0.0001323357,0.00009965072],"domain_scores_gemma":[0.9991032,0.0001813799,0.0002770433,0.00007950213,0.0001351017,0.0002239111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009812469,0.0002544263,0.9940473,0.00001917662,0.0001024703,0.0003266833,0.0003601335,0.00002930467,0.001939674,0.000009944704,0.00006194504,0.001867688],"study_design_scores_gemma":[0.00003668858,0.0009259788,0.9974113,0.000003954906,0.00005444107,0.0007969611,0.0002470686,0.00008403995,0.0002828213,0.000007486528,0.0001426227,0.000006611281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997342,0.00006164772,0.00004449551,0.000006282479,0.000001352252,0.000007733642,0.00006185631,0.000001371193,0.00008114165],"genre_scores_gemma":[0.9996507,0.00003029156,0.00007471173,0.00001413336,0.000005961514,0.000007598622,0.0001530684,0.000001858654,0.00006174217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001065588,"threshold_uncertainty_score":0.005635381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340403461173227,"score_gpt":0.2901524588399128,"score_spread":0.2767484242281805,"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."}}