{"id":"W4410513052","doi":"10.3899/jrheum.2025-0390.pv126","title":"NOVEL URINARY BIOMARKER MODEL FOR DIFFERENTIATING LUPUS NEPHRITIS FROM ANCA-ASSOCIATED VASCULITIS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Otitis Media and Relapsing Polychondritis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Calgary","funders":"","keywords":"Medicine; Lupus nephritis; ANCA-Associated Vasculitis; Biomarker; Vasculitis; Urinary system; Nephritis; Immunology; Urinary sediment; Dermatology; Pathology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003517402,0.0001660921,0.0007090166,0.0001882371,0.0001738474,0.000016351,0.000212132,0.000227723,0.00005060835],"category_scores_gemma":[0.0006600567,0.0001137738,0.00029559,0.0001654403,0.0001537372,0.00006914283,0.00005908508,0.0003865543,0.000003175316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008028623,"about_ca_system_score_gemma":0.0002208476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00020407,"about_ca_topic_score_gemma":0.0001103906,"domain_scores_codex":[0.9985286,0.0001079606,0.0007043129,0.0001332764,0.0002001856,0.0003256698],"domain_scores_gemma":[0.9981993,0.0008198142,0.0004365649,0.0002155523,0.0002250657,0.0001037265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003743744,0.002728149,0.5935524,0.000669464,0.007984351,0.0001508862,0.008122863,0.0001676078,0.04879508,0.001996603,0.2856945,0.04639429],"study_design_scores_gemma":[0.1414536,0.004185002,0.3310359,0.02280943,0.01144903,0.08825672,0.004173591,0.3278025,0.003056339,0.04067801,0.02319082,0.001909116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224697,0.00431294,0.05912369,0.004345279,0.0092696,0.0002285644,0.00005755369,0.00002733512,0.000165386],"genre_scores_gemma":[0.9896624,0.002254222,0.003886841,0.0004591856,0.00002738925,0.000006988901,0.00002564197,0.0000266611,0.003650689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3276349,"threshold_uncertainty_score":0.4639559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074378395084225,"score_gpt":0.2764342884290762,"score_spread":0.2556905044782339,"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."}}