{"id":"W4410513266","doi":"10.3899/jrheum.2025-0390.pv168","title":"PREVALENCE OF CLINICAL AND SELF-REPORTED DIAGNOSES OF DEPRESSION AND ANXIETY IN PATIENTS WITH 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":"Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Holland Bloorview Kids Rehabilitation Hospital; Public Health Ontario; Hospital for Sick Children","funders":"","keywords":"Medicine; Depression (economics); Anxiety; Systemic disease; Systemic lupus erythematosus; Lupus erythematosus; Systemic lupus; Psychiatry; Pediatrics; Dermatology; Immunopathology; Internal medicine; Immunology; Disease","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":[0.0005894739,0.0001755833,0.0002611784,0.001461161,0.0002745248,0.0005347736,0.0003744067,0.0003070517,0.001200394],"category_scores_gemma":[0.00239594,0.00025189,0.0002744691,0.001109812,0.0002681444,0.0004467487,0.0004159273,0.0004249798,0.0001272535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004549473,"about_ca_system_score_gemma":0.0003129456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009990934,"about_ca_topic_score_gemma":0.01568419,"domain_scores_codex":[0.999316,0.0001713321,0.0001222537,0.0001271808,0.0001624328,0.0001007953],"domain_scores_gemma":[0.9973406,0.000454918,0.001646732,0.00007416058,0.0001824376,0.0003011728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000971938,0.000006957888,0.9996346,0.000003120563,0.000005535802,0.00002248179,0.00003006667,0.000006719986,0.00002581942,0.000002439059,0.00003050248,0.0002220239],"study_design_scores_gemma":[0.000001825148,0.00002614156,0.9995791,0.000003457878,0.000003969464,0.0002031331,0.0001091762,0.00002843379,0.00001338303,0.000001552683,0.00002885166,9.625708e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989297,0.0001584834,0.00002070289,0.00002425209,0.000002447087,0.000009650267,0.0005757209,0.000003478307,0.0002754114],"genre_scores_gemma":[0.9992686,0.0001231261,0.00005556216,0.00001648369,0.000005042732,0.00000980865,0.0004729154,9.626132e-7,0.00004766931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009990934,"threshold_uncertainty_score":0.01986557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179878002408174,"score_gpt":0.3028916489805854,"score_spread":0.2910928689565037,"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."}}