{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00357074,0.001483142,0.001022618,0.001360539,0.0002455199,0.001287447,0.0006772059,0.0006037031,0.001836593],"category_scores_gemma":[0.00482057,0.00029024,0.001452942,0.0007343969,0.000195075,0.0006426598,0.0007547296,0.0008682283,0.0007367964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000630668,"about_ca_system_score_gemma":0.001101083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104106,"about_ca_topic_score_gemma":0.002028494,"domain_scores_codex":[0.9985656,0.0007612898,0.00009789357,0.0002815682,0.0001612431,0.0001323967],"domain_scores_gemma":[0.9975244,0.001398535,0.0005385329,0.0001414195,0.0002532743,0.0001437049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004477927,0.001305071,0.8610803,0.0003709269,0.002030641,0.0003807603,0.0001392887,0.03937006,0.01517841,0.001300513,0.003111613,0.07125441],"study_design_scores_gemma":[0.0001950112,0.003728057,0.2210771,0.0001010286,0.001224506,0.001570299,0.000199739,0.7565652,0.008201072,0.003052139,0.003980439,0.0001054976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918737,0.001805441,0.07233386,0.0006147304,0.0001619754,0.0003474269,0.003413329,0.0007134888,0.001872825],"genre_scores_gemma":[0.9812893,0.0002958165,0.01511974,0.00007619015,0.00004496256,0.000201475,0.001950443,0.000039436,0.0009825801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00357074,"threshold_uncertainty_score":0.01888406,"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."}}