{"id":"W7116935769","doi":"10.1136/rmdopen-2025-005655","title":"Intraindividual cognitive function course over time in patients with systemic lupus erythematosus","year":2025,"lang":"en","type":"article","venue":"RMD Open","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Calgary; Krembil Foundation; University of Toronto; University Health Network; Institute for Work & Health; Toronto Western Hospital","funders":"Department of Medicine, University of Toronto; Canadian Institutes of Health Research; University of Toronto; Arthritis Society; Physicians' Services Incorporated Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Lupus Research Alliance; Pfizer","keywords":"Cognition; Lupus erythematosus; Comorbidity; Young adult; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0006649788,0.000230914,0.0006061165,0.0002968341,0.00007707517,0.0001075435,0.0003047203,0.0001505517,0.0004595351],"category_scores_gemma":[0.0001810582,0.000174723,0.00004920764,0.0006699451,0.00009435177,0.000239116,0.0002935833,0.0003046506,0.0004555605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002852759,"about_ca_system_score_gemma":0.0005518197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001114011,"about_ca_topic_score_gemma":0.00004882014,"domain_scores_codex":[0.9978572,0.0001706991,0.0004221941,0.000478292,0.0006320353,0.0004396356],"domain_scores_gemma":[0.9987773,0.0002332782,0.0001223799,0.0004196595,0.0003124707,0.0001349571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00328519,0.0004805994,0.9858379,0.0006460929,0.0003740819,0.00005524892,0.0006661309,0.000001585205,0.00003758714,0.0001525259,0.006676331,0.001786669],"study_design_scores_gemma":[0.08396343,0.001976648,0.87933,0.02413732,0.0009330529,0.003111507,0.003645333,0.0003207325,0.0001706971,0.0003223049,0.001371699,0.0007173178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759794,0.0003170577,0.00009937554,0.0001748702,0.0002650493,0.004035682,0.00004132684,0.00005371934,0.01903347],"genre_scores_gemma":[0.9857089,0.000007680639,0.00003711212,0.0002577793,0.00004787239,0.0002483687,0.0001515302,0.00003970014,0.01350107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.106508,"threshold_uncertainty_score":0.7124998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279770085231032,"score_gpt":0.2959663478310755,"score_spread":0.2831686469787652,"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."}}