{"id":"W4410513166","doi":"10.3899/jrheum.2025-0390.pv178a","title":"A VISUAL JOURNEY THROUGH SYSTEMIC LUPUS ERYTHEMATOSUS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Systemic disease; Lupus erythematosus; Dermatology; Connective tissue disease; Immunopathology; Autoimmune disease; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007424017,0.0001705799,0.001033286,0.0002331089,0.0001830511,0.000003756136,0.0002319049,0.0001470168,0.00003403248],"category_scores_gemma":[0.0004048159,0.00009514201,0.0001787099,0.0002506158,0.0004232289,0.00006218952,0.00007092775,0.000597888,0.00004527444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009938316,"about_ca_system_score_gemma":0.000416098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002160274,"about_ca_topic_score_gemma":0.000006048585,"domain_scores_codex":[0.9981613,0.0002718506,0.0009419299,0.0001013844,0.0002396247,0.0002839824],"domain_scores_gemma":[0.9981419,0.0006148973,0.000578015,0.0002774287,0.0003075512,0.00008014301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.001724748,0.000228094,0.2120668,0.0008078681,0.001510904,0.0004200275,0.004244436,0.000006118038,0.0005295504,0.005852814,0.7720741,0.0005345159],"study_design_scores_gemma":[0.0090131,0.0009673473,0.001110353,0.002914091,0.001610301,0.854906,0.01490252,0.00008289146,0.000283022,0.002132785,0.111877,0.0002005758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323956,0.0291454,0.003265426,0.01135932,0.003183084,0.0001983271,4.414225e-7,0.00002734588,0.0204251],"genre_scores_gemma":[0.9857431,0.005371665,0.0002189604,0.007004019,0.00003197755,0.000003347321,5.830882e-7,0.00001430693,0.001612057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.854486,"threshold_uncertainty_score":0.3879778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782520501482207,"score_gpt":0.305443695008113,"score_spread":0.2876184899932909,"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."}}