{"id":"W4410512973","doi":"10.3899/jrheum.2025-0390.pv158","title":"ELUCIDATING COGNITIVE IMPAIRMENT 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":"University of Toronto","funders":"","keywords":"Medicine; Systemic disease; Lupus erythematosus; Cognition; Connective tissue disease; Cognitive impairment; Immunopathology; Pediatrics; Immunology; Autoimmune disease; Psychiatry; Antibody","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":[0.0003062317,0.0004251161,0.0002790683,0.0008478388,0.0002017663,0.0003968857,0.000147808,0.0003003285,0.002117033],"category_scores_gemma":[0.0005397741,0.0001345117,0.0001545336,0.000405208,0.0001798031,0.0001954183,0.0002559598,0.0003019874,0.0002898001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153706,"about_ca_system_score_gemma":0.0001988816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237822,"about_ca_topic_score_gemma":0.001265033,"domain_scores_codex":[0.9998736,0.00003263981,0.00001536265,0.00002980842,0.00002361724,0.00002496736],"domain_scores_gemma":[0.999711,0.00005564695,0.0001325455,0.000009187192,0.00004352818,0.00004809188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004942205,0.0001499492,0.972586,0.0001555122,0.00005026229,0.002680041,0.0002417604,0.0001046492,0.005207563,0.00006074787,0.0006967156,0.01757261],"study_design_scores_gemma":[0.00001423098,0.0002725439,0.9901841,0.00003708603,0.00004611828,0.006959988,0.0001954223,0.0001701093,0.0009979925,0.00005811855,0.001060507,0.000003720227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970726,0.001061395,0.0001635085,0.00009030997,0.000009921149,0.00001579646,0.0002295024,0.00001239898,0.001344649],"genre_scores_gemma":[0.9982629,0.0006978005,0.00034419,0.00005559635,0.00003005039,0.000008833804,0.0002330235,0.000004224289,0.0003633156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002117033,"threshold_uncertainty_score":0.007082224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287150486759071,"score_gpt":0.2986756224999798,"score_spread":0.2858041176323891,"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."}}