{"id":"W4410715905","doi":"10.3899/jrheum.2025-0390.o042","title":"INVESTIGATING THE RELATIONSHIP BETWEEN ALTERED STRUCTURAL BRAIN METRICS (VOLUME, CORTICAL THICKNESS AND SURFACE AREA) AND COGNITIVE PERFORMANCE IN CHILDHOOD-ONSET SYSTEMIC LUPUS ERYTHEMATOSUS","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":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Children's Hospital of Eastern Ontario; Mental Health Research Canada; Hospital for Sick Children","funders":"","keywords":"Medicine; Brain size; Cognition; Systemic disease; Lupus erythematosus; Pathology; Immunopathology; Immunology; Magnetic resonance imaging; Radiology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003310734,0.0002890278,0.0002040079,0.0005582317,0.0002008691,0.0004012178,0.0001735789,0.0003037413,0.001429672],"category_scores_gemma":[0.0007963432,0.000149186,0.0001709259,0.0004689099,0.0001796033,0.0002982554,0.0002355395,0.000365336,0.0002394466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242234,"about_ca_system_score_gemma":0.0001909976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002938385,"about_ca_topic_score_gemma":0.004555035,"domain_scores_codex":[0.9999019,0.0000204402,0.00001167047,0.00002832828,0.00001793424,0.00001972522],"domain_scores_gemma":[0.9993834,0.0001124962,0.0003004996,0.00001951706,0.0000649794,0.0001191265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002717691,0.00008312528,0.9950001,0.00002021266,0.00003252353,0.000220594,0.000131074,0.00004476752,0.001512625,0.00001375175,0.0001003366,0.002569133],"study_design_scores_gemma":[0.000003149444,0.0001532965,0.9991124,0.000004036553,0.000009588902,0.000327626,0.00009637395,0.00003907843,0.0001853825,0.000009392537,0.00005854285,0.000001113147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994783,0.0001111662,0.00003395228,0.00001858937,0.000001517331,0.000003219006,0.0001382529,0.000001965299,0.000213063],"genre_scores_gemma":[0.9991797,0.000152284,0.000130676,0.00001565883,0.000005314703,0.000008331002,0.0002575764,0.000001569514,0.0002488211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002938385,"threshold_uncertainty_score":0.005842566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544508102832399,"score_gpt":0.3116788608472734,"score_spread":0.2762337798189494,"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."}}