{"id":"W4410715738","doi":"10.3899/jrheum.2025-0390.o068","title":"EXAMINING THE RELATIONSHIP BETWEEN SOCIODEMOGRAPHIC FACTORS AND MENTAL HEALTH 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":"McMaster University; Sunnybrook Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Mental health; Lupus erythematosus; Systemic disease; Connective tissue disease; Systemic lupus erythematosus; Immunopathology; Pediatrics; Psychiatry; Immunology; Internal medicine; Autoimmune disease; Disease; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000625544,0.0001861526,0.0002347254,0.0006285875,0.0006636527,0.0006233188,0.0004244176,0.0003396769,0.001951742],"category_scores_gemma":[0.002777529,0.000222605,0.0004902579,0.001166399,0.0002690851,0.0003420706,0.000587478,0.0007032402,0.0001567353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656859,"about_ca_system_score_gemma":0.001926192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2249121,"about_ca_topic_score_gemma":0.3556762,"domain_scores_codex":[0.9995694,0.00008621403,0.00003958094,0.00006510638,0.00009176105,0.0001480092],"domain_scores_gemma":[0.9980832,0.0002583838,0.000902737,0.00006814129,0.000242712,0.0004448683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009977509,0.00001134305,0.9993809,0.000005340632,0.00001258138,0.000009745125,0.00004512822,0.00000830626,0.00001002602,0.000006437192,0.00009248695,0.0004075619],"study_design_scores_gemma":[0.00000126341,0.00001293983,0.999673,0.000009735357,0.000009080062,0.00001768883,0.000150103,0.00003938509,0.000006293638,0.000004116513,0.00007528316,9.685936e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975829,0.0003098848,0.00003463091,0.0001697625,0.000006408524,0.0000162879,0.001353598,0.000001994265,0.0005244738],"genre_scores_gemma":[0.9986834,0.0002506737,0.00007097099,0.00005119406,0.000009537116,0.0000239876,0.0007440118,0.000001194072,0.0001650392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2249121,"threshold_uncertainty_score":0.447206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422209292860177,"score_gpt":0.321446013943802,"score_spread":0.2792250846577843,"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."}}