{"id":"W4410513233","doi":"10.3899/jrheum.2025-0390.pv178","title":"ASSOCIATION BETWEEN IMPROVEMENT IN HEALTH-RELATED QUALITY OF LIFE OUTCOMES AND DISEASE ACTIVITY IN SLE: A REAL-WORLD COHORT STUDY","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Cohort; Disease; Association (psychology); Cohort study; Quality of life (healthcare); Health related quality of life; Gerontology; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02391553,0.0001011214,0.001069221,0.0004653051,0.0002043577,0.000002889003,0.0001885758,0.0001117388,0.00002478139],"category_scores_gemma":[0.005914256,0.00006861948,0.00004288887,0.0004860778,0.00004889516,0.00006715437,0.0001284845,0.001290137,0.000002361864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006879547,"about_ca_system_score_gemma":0.002575947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08106094,"about_ca_topic_score_gemma":0.03113886,"domain_scores_codex":[0.9893545,0.007367563,0.002307021,0.0001244216,0.0003729774,0.0004735411],"domain_scores_gemma":[0.99022,0.007379121,0.001738642,0.0002146133,0.0001739124,0.0002737288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007494194,0.0002623836,0.9945528,0.0006898735,0.0001451169,0.000001086785,0.00191989,0.000006138008,0.000003858378,0.0002013695,0.0006355816,0.0008324966],"study_design_scores_gemma":[0.002975974,0.0001714784,0.9940419,0.0003206994,0.00002046066,1.801662e-7,0.001041127,0.00003288337,5.594576e-7,0.001325909,0.00002770158,0.00004114781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620287,0.0001574972,0.00001703213,0.03614259,0.000258386,0.001265674,0.000008206314,0.000005849239,0.000116064],"genre_scores_gemma":[0.9984211,0.0007687898,0.000005914806,0.0003041854,0.000004010454,0.00002367068,0.000001080651,0.000006218863,0.0004650037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04992208,"threshold_uncertainty_score":0.9865403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05785997816559113,"score_gpt":0.4699554459689946,"score_spread":0.4120954678034035,"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."}}