{"id":"W4392055622","doi":"10.1016/j.berh.2024.101938","title":"Clinical patterns of disease: From early systemic lupus erythematosus to late-onset disease","year":2023,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Disease; Age of onset; Systemic lupus erythematosus; Serology; Incidence (geometry); Pediatrics; Immunology; Internal medicine; Antibody","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","research_integrity"],"category_scores_codex":[0.03302078,0.001451185,0.01238875,0.002176328,0.0003426399,0.000251074,0.003293017,0.002532613,0.0005174135],"category_scores_gemma":[0.2387214,0.001166078,0.003602567,0.002871691,0.001707545,0.0004193704,0.003809499,0.009027681,0.02173449],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006965504,"about_ca_system_score_gemma":0.01274692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861587,"about_ca_topic_score_gemma":0.00009897928,"domain_scores_codex":[0.9500304,0.02577418,0.01152092,0.004054136,0.005567807,0.003052585],"domain_scores_gemma":[0.8568754,0.123411,0.003012937,0.006357282,0.003378727,0.006964755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008102993,0.005256509,0.6794719,0.1313159,0.004678328,0.01036952,0.0002713948,4.59385e-7,9.273261e-8,0.0003640941,0.01858818,0.1415806],"study_design_scores_gemma":[0.004449995,0.002851922,0.001355422,0.2533476,0.004822864,0.01765423,0.00102593,0.00004023796,5.79157e-8,0.0002853212,0.7130289,0.001137484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1184147,0.8633294,0.00007132573,0.001824033,0.003615897,0.01004823,0.002126234,0.0003505227,0.0002196283],"genre_scores_gemma":[0.003916709,0.9855133,0.0003422832,0.0001179686,0.0007790364,0.002204303,0.0008625389,0.000682233,0.005581679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6944407,"threshold_uncertainty_score":0.9998238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2586001602682917,"score_gpt":0.5451058446776582,"score_spread":0.2865056844093665,"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."}}