{"id":"W4411413842","doi":"10.1016/j.ard.2025.06.1898","title":"ABS0880 A REAL-WORLD PERSPECTIVE ON THE ASSOCIATION OF IMPROVEMENT IN HEALTH-RELATED QUALITY OF LIFE OUTCOMES AND DISEASE ACTIVITY IN SYSTEMIC LUPUS ERYTHEMATOSUS","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Perspective (graphical); Quality of life (healthcare); Disease; Association (psychology); Immunology; Systemic lupus erythematosus; Intensive care medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006153342,0.0002615893,0.0003655299,0.0008975676,0.0002616113,0.001723011,0.0004446518,0.0007678582,0.008418811],"category_scores_gemma":[0.006981675,0.00008242104,0.0002719321,0.001384774,0.0007166468,0.0006970181,0.0004545743,0.0009752231,0.001129992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419817,"about_ca_system_score_gemma":0.001628255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008549248,"about_ca_topic_score_gemma":0.01490071,"domain_scores_codex":[0.9973723,0.001655074,0.0001835529,0.0001504317,0.000511881,0.0001267437],"domain_scores_gemma":[0.9918153,0.00362564,0.001643497,0.0002409471,0.001958715,0.0007160299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00179815,0.0004235787,0.7283064,0.001570874,0.000716536,0.001161953,0.0005301864,0.001926338,0.00240894,0.004553898,0.07181283,0.1847903],"study_design_scores_gemma":[0.0002336276,0.001314144,0.8732367,0.001868952,0.0003605161,0.002041824,0.001337732,0.00321885,0.0004356028,0.005234135,0.1106457,0.00007226265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4980554,0.1970528,0.003121647,0.219314,0.004667183,0.0001002399,0.01297854,0.0001487934,0.06456149],"genre_scores_gemma":[0.9401009,0.03363781,0.003032543,0.01174402,0.004903583,0.00009001938,0.003280414,0.00002789335,0.00318281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008549248,"threshold_uncertainty_score":0.03254241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04911203582472112,"score_gpt":0.375295944729221,"score_spread":0.3261839089044998,"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."}}