{"id":"W4379518573","doi":"10.1136/annrheumdis-2023-eular.2620","title":"OP0290 WORSE OUTCOMES LINKED TO ETHNICITY FOR THE EARLY TREATMENT OF REFRACTORY SLE: RESULTS FROM THE BILAG-BR","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Canada; University of British Columbia","funders":"National Research Foundation","keywords":"Medicine; Internal medicine; Belimumab; Ethnic group; Logistic regression; Decile; Demography; Gastroenterology; Immunology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004018927,0.0002864575,0.000707984,0.00007950875,0.0002308565,0.00002542264,0.0006969094,0.00006652861,0.00006921147],"category_scores_gemma":[0.006629671,0.0001199915,0.0008106316,0.0004871239,0.0002953835,0.00005956244,0.0002036466,0.00007857384,0.00005705792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003579677,"about_ca_system_score_gemma":0.0002502832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055977,"about_ca_topic_score_gemma":0.00004670014,"domain_scores_codex":[0.9976723,0.0002048529,0.0008340453,0.0003095226,0.0006101889,0.0003691302],"domain_scores_gemma":[0.9908335,0.006277761,0.0005176301,0.001951531,0.0002510119,0.0001685822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01596718,0.009063835,0.1720151,0.001102505,0.0105278,0.000028595,0.03414259,0.001926553,0.0009271847,0.0005409486,0.4525662,0.3011915],"study_design_scores_gemma":[0.001965474,0.0004828359,0.9890282,0.0008247754,0.0008772686,4.466798e-7,0.001126715,0.0002108486,0.0005181834,0.001031282,0.003797696,0.0001362885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621268,0.003430939,0.00001441722,0.02934237,0.0003704602,0.00226617,0.002276931,0.0001023272,0.00006960086],"genre_scores_gemma":[0.9947271,0.00125178,0.0000491419,0.001066038,0.00006762514,0.0002824359,0.00009578453,0.00004513095,0.002414987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8170131,"threshold_uncertainty_score":0.7936815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100332015912515,"score_gpt":0.3684448356506605,"score_spread":0.258411634059409,"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."}}