{"id":"W4410715624","doi":"10.3899/jrheum.2025-0390.pt008","title":"A RETROSPECTIVE STUDY ON LUPUS NEPHRITIS: EXAMINING CLINICAL, SEROLOGICAL, AND PROGNOSTIC DIFFERENCES BETWEEN PEDIATRIC AND ADULT-ONSET PATIENTS IN A TERTIARY MEDICAL CENTER","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; Serology; Lupus nephritis; Retrospective cohort study; Center (category theory); Nephritis; Internal medicine; Immunology; Disease; 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":[0.0008136368,0.0003006235,0.0005617611,0.001441139,0.0006424846,0.0005005083,0.0003320546,0.0003667918,0.001593682],"category_scores_gemma":[0.001807009,0.0003872883,0.0003344099,0.002003617,0.0004979339,0.0007653295,0.0005672551,0.0003147427,0.0003060948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004911143,"about_ca_system_score_gemma":0.0006340916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750179,"about_ca_topic_score_gemma":0.003151631,"domain_scores_codex":[0.9990864,0.0001708128,0.000169321,0.0002434723,0.0001774831,0.000152505],"domain_scores_gemma":[0.9977323,0.000399214,0.001071849,0.0001440089,0.0002228775,0.000429703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003258103,0.00001669408,0.9991834,0.000006436588,0.000008276022,0.000162561,0.00006438053,0.000006783852,0.000114027,0.000004011392,0.00002020746,0.0003805977],"study_design_scores_gemma":[0.000005514614,0.0002218738,0.9972569,0.000006513749,0.00001559848,0.001719859,0.0005053048,0.00004117095,0.00008050578,0.000005855554,0.0001377635,0.000003142318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995036,0.0001687231,0.00004778313,0.000008036012,0.000001565286,0.000008882915,0.0001149462,0.000001681211,0.0001447402],"genre_scores_gemma":[0.9994979,0.000146301,0.00007668042,0.00002233531,0.00001059898,0.0000110656,0.0001936439,0.000001774913,0.00003968643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002750179,"threshold_uncertainty_score":0.005468309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346583378708801,"score_gpt":0.3402549745835152,"score_spread":0.3067891407964272,"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."}}