{"id":"W4410513240","doi":"10.3899/jrheum.2025-0390.pv191","title":"RELATIONSHIP BETWEEN AUTOANTIBODY-DEFINED SYSTEMIC LUPUS ERYTHEMATOSUS SUBGROUPS AND CLINICAL MANIFESTATIONS: PRELIMINARY FINDINGS FROM ILUPUS STUDY","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; Autoantibody; Systemic disease; Lupus erythematosus; Immunopathology; Immunology; Connective tissue disease; Systemic lupus erythematosus; Dermatology; Autoimmune disease; Internal medicine; Antibody; Disease","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":[0.0007191175,0.0003115227,0.0003337456,0.00103281,0.0005598288,0.0006287328,0.0002536403,0.0003295411,0.002733598],"category_scores_gemma":[0.00204204,0.0001735129,0.0003161333,0.0009836269,0.000307383,0.0004698313,0.000775762,0.0003675161,0.0003281936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092668,"about_ca_system_score_gemma":0.0003085668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967968,"about_ca_topic_score_gemma":0.002335853,"domain_scores_codex":[0.9994222,0.0002235042,0.00006050919,0.000123903,0.00006693019,0.0001029514],"domain_scores_gemma":[0.9986233,0.0004066872,0.0004152316,0.0001174378,0.0001158831,0.0003215869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002963053,0.00003573117,0.9976029,0.00001096772,0.00002561916,0.00007216297,0.0002778443,0.00001248724,0.0003132728,0.00001536894,0.00004306221,0.001294393],"study_design_scores_gemma":[0.00001466745,0.0001783712,0.9984176,0.0000073107,0.00004569497,0.0002716378,0.000589304,0.0001235644,0.0001060187,0.00002656774,0.0002154218,0.000003793722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992706,0.0001105458,0.00008872527,0.00001893861,0.000001637083,0.00001422087,0.0001400084,0.000002214349,0.0003530958],"genre_scores_gemma":[0.9995905,0.00003316546,0.00007416539,0.00001401488,0.000006214934,0.00001211025,0.0001864526,0.000001372831,0.00008212139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733598,"threshold_uncertainty_score":0.009144783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04502246669866118,"score_gpt":0.3595346942863871,"score_spread":0.314512227587726,"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."}}