{"id":"W4410513238","doi":"10.3899/jrheum.2025-0390.pv227","title":"THE OUTCOMES AND VALUE OF EARLY DIAGNOSIS IN ACHIEVING REMISSION FOR SYSTEMIC LUPUS ERYTHEMATOSUS PATIENTS (OVERSLEEP STUDY): AN INTERIM REPORT.","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; Interim; Systemic disease; Lupus erythematosus; Internal medicine; Immunology; Immunopathology; 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":[0.006577725,0.000668631,0.0009010058,0.0006455945,0.0004098827,0.001855954,0.000923859,0.001014609,0.002363197],"category_scores_gemma":[0.0116782,0.000367463,0.001430174,0.000788187,0.0003546861,0.001762183,0.002047403,0.001348319,0.0003320989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005191376,"about_ca_system_score_gemma":0.001002312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003980196,"about_ca_topic_score_gemma":0.003726806,"domain_scores_codex":[0.9980674,0.00096708,0.000180793,0.0002827238,0.0002359605,0.0002660335],"domain_scores_gemma":[0.9905503,0.003070835,0.00313552,0.001029947,0.0006413597,0.001572041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05769277,0.001596418,0.8923197,0.0007880837,0.004330537,0.0003283836,0.0004888358,0.0005254904,0.0002107025,0.0002819487,0.006133168,0.03530405],"study_design_scores_gemma":[0.005378257,0.007271524,0.9796531,0.0003273095,0.003690016,0.0002227738,0.0002950652,0.0004454025,0.0001065455,0.0002506145,0.002304581,0.00005477513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838966,0.003240075,0.0002440407,0.000704617,0.0001037098,0.0002517235,0.009811366,0.00001426039,0.001733675],"genre_scores_gemma":[0.9822863,0.001667303,0.0006534304,0.0004347532,0.0005255024,0.000614361,0.01282949,0.00001552617,0.0009733131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006577725,"threshold_uncertainty_score":0.03478676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105554531295379,"score_gpt":0.33715306868665,"score_spread":0.3160975233736962,"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."}}