{"id":"W2051573899","doi":"10.1177/0961203307087875","title":"Adolescent onset of lupus results in more aggressive disease and worse outcomes: results of a nested matched case–control study within LUMINA, a multiethnic US cohort (LUMINA LVII)","year":2008,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":373,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Cohort; Systemic lupus erythematosus; Internal medicine; Psychosocial; Disease; Pediatrics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001651186,0.0005544477,0.001915255,0.0006849113,0.0001025558,0.00001393225,0.0002969948,0.0002403592,0.000009106192],"category_scores_gemma":[0.004904935,0.0004393774,0.000231749,0.000876717,0.0006287785,0.0001276438,0.0002107489,0.0006023343,0.00001006145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003227767,"about_ca_system_score_gemma":0.0005248967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227766,"about_ca_topic_score_gemma":0.001952404,"domain_scores_codex":[0.9939314,0.0007432445,0.002220086,0.001010399,0.001372071,0.0007227823],"domain_scores_gemma":[0.9950499,0.0008706672,0.001234893,0.001636164,0.0005376418,0.0006707135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01958934,0.002374178,0.8983214,0.00104615,0.000445434,0.04920882,0.02733941,0.00003816198,0.0001942821,6.724187e-7,0.001308365,0.0001338052],"study_design_scores_gemma":[0.0552242,0.001041803,0.8577227,0.00354318,0.0006115256,0.06181189,0.01788886,0.001546981,0.0001861892,0.000005249591,0.00001538553,0.0004020185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897628,0.00217916,0.000004964957,0.000386364,0.0008189022,0.006138597,0.0005879597,0.00006750929,0.00005372885],"genre_scores_gemma":[0.9951456,0.0002382923,0.0001255282,0.00007396815,0.00005163586,0.0002684774,0.00005701683,0.00007832129,0.003961135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04059867,"threshold_uncertainty_score":0.9998058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734622736288605,"score_gpt":0.3134237357314557,"score_spread":0.2860775083685696,"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."}}