{"id":"W4410715754","doi":"10.3899/jrheum.2025-0390.o050","title":"NOVEL IgG AND IgA AUTOANTIBODIES IN TWO INDEPENDENT COHORTS ASSOCIATE WITH GLOBAL AND ORGAN-SPECIFIC DISEASE ACTIVITY IN SYSTEMIC LUPUS ERYTHEMATOSUS: IMPLICATIONS FOR ANTI-LIN28A AND ANTI-IRF5","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Autoantibody; Immunology; Disease; Lupus erythematosus; Systemic lupus erythematosus; Systemic disease; Antibody; Autoimmune disease; Connective tissue disease; Immunopathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006376714,0.0001731062,0.0006814197,0.0001561332,0.0001590118,0.00001768381,0.0001463496,0.0001420466,0.000002915334],"category_scores_gemma":[0.00007405975,0.0001154205,0.00003309134,0.000172382,0.0003883638,0.00007570205,0.0001014241,0.0002941404,4.60565e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007935755,"about_ca_system_score_gemma":0.0001660453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002970607,"about_ca_topic_score_gemma":0.001443109,"domain_scores_codex":[0.9987927,0.0002374998,0.0004283026,0.0002180492,0.00002487603,0.000298548],"domain_scores_gemma":[0.9989078,0.0004215436,0.0003855957,0.0001534564,0.00009981751,0.00003175749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008101906,0.0001087194,0.9781525,0.00009316712,0.0001963967,0.00000348649,0.000269071,0.000009505329,0.01640837,0.002672243,0.0001023339,0.001174057],"study_design_scores_gemma":[0.005162578,0.0001358154,0.9786032,0.0003320284,0.00009846141,0.0132009,0.0005293543,0.00001275631,0.0002981291,0.001370879,0.0001246311,0.0001312978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810263,0.01566539,0.0008846055,0.001662568,0.0003297411,0.0003428579,0.00006169606,0.000008986201,0.0000178433],"genre_scores_gemma":[0.99266,0.007193985,0.00004913551,0.0000470532,0.000002981039,0.0000130612,0.000004130695,0.000007448113,0.00002219659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611024,"threshold_uncertainty_score":0.4706712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000933143481085,"score_gpt":0.2690564372679808,"score_spread":0.2590471058331699,"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."}}