{"id":"W4410513263","doi":"10.3899/jrheum.2025-0390.pv190","title":"SEX DIFFERENCES IN SYSTEMIC LUPUS ERYTHEMATOSUS: A COMPREHENSIVE ANALYSIS OF CLINICAL AND TREATMENT DISPARATIES IN A MULTICENTER LONGITUDINAL COHORT","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Cohort study; Systemic disease; Multicenter study; Connective tissue disease; Lupus erythematosus; Internal medicine; Immunopathology; Immunology; Autoimmune disease; Disease; Randomized controlled trial; Antibody","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":[0.001391544,0.0002089146,0.0004057316,0.0008706349,0.0004709137,0.0005864833,0.0002992903,0.0003741093,0.001068739],"category_scores_gemma":[0.002076574,0.000238147,0.0005304074,0.001128383,0.0001901912,0.0005977332,0.0005852027,0.0003850097,0.0002097964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385474,"about_ca_system_score_gemma":0.0002841048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00377126,"about_ca_topic_score_gemma":0.003881358,"domain_scores_codex":[0.9991869,0.0002656938,0.00008565476,0.0002216404,0.0001180159,0.0001220726],"domain_scores_gemma":[0.9983835,0.0002229387,0.0007965551,0.000181129,0.0001548776,0.0002610535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000521924,0.00001370655,0.9993309,0.000001881983,0.00003245611,0.00001976077,0.00004390738,0.000006113171,0.00006357369,0.00000571994,0.00003715576,0.00039266],"study_design_scores_gemma":[0.000005098102,0.00009239533,0.9993874,0.000002899812,0.00002199558,0.0001127245,0.000194437,0.00005401561,0.00001738502,0.000006277432,0.0001032455,0.000002113371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991641,0.0001410042,0.00006329558,0.0000260295,0.000003016371,0.000006533691,0.0004521715,0.000001891087,0.0001419464],"genre_scores_gemma":[0.9992393,0.00006878327,0.00006551239,0.00002264426,0.000007866081,0.00001032154,0.0005219361,0.000001924066,0.0000617449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00377126,"threshold_uncertainty_score":0.007498562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05408000484228721,"score_gpt":0.3692762784653877,"score_spread":0.3151962736231005,"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."}}