{"id":"W4379650223","doi":"10.1136/annrheumdis-2023-eular.3010","title":"AB0411 ASSOCIATION BETWEEN ETHNICITY AND INITIAL RESPONSE TO TNF INHIBITORS IN PEOPLE WITH RHEUMATOID ARTHRITIS: RESULTS FROM THE BRITISH SOCIETY FOR RHEUMATOLOGY BIOLOGICS REGISTER FOR RHEUMATOID ARTHRITIS (BSRBR-RA)","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Faculty of Medicine and Dentistry, University of Alberta; Manchester Biomedical Research Centre; Pfizer; Eli Lilly and Company","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Rheumatology; Ethnic group; Confidence interval; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006751274,0.0003929152,0.0006258248,0.001065114,0.0004723224,0.0007927698,0.0004262973,0.0008509892,0.004875815],"category_scores_gemma":[0.002381725,0.0003726411,0.001259712,0.002413429,0.0002044509,0.0004170855,0.0004216454,0.001051119,0.0008431475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866512,"about_ca_system_score_gemma":0.0003219094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01915791,"about_ca_topic_score_gemma":0.02311838,"domain_scores_codex":[0.9992218,0.0002749266,0.0001258325,0.0001208569,0.0001246779,0.0001318794],"domain_scores_gemma":[0.9974216,0.0006264583,0.001112258,0.0001688565,0.0002610147,0.0004098384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009255927,0.0000584634,0.9962028,0.00003621527,0.0003937103,0.00008970728,0.0000377396,0.00004065596,0.000404449,0.0000141017,0.0004251052,0.001371469],"study_design_scores_gemma":[0.00002913348,0.00008506173,0.9992822,0.000008648193,0.0001266559,0.00009529824,0.00005834444,0.00004431632,0.000035212,0.00001139516,0.0002196269,0.000004122795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897152,0.001647764,0.00008771132,0.0002455298,0.00009995686,0.00001013138,0.006002141,0.00001322418,0.002178459],"genre_scores_gemma":[0.9939552,0.0005075795,0.000108436,0.0001763272,0.00008209836,0.00001969726,0.003416903,0.000009221851,0.001724439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01915791,"threshold_uncertainty_score":0.03809279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04154518313750817,"score_gpt":0.3177849965493068,"score_spread":0.2762398134117986,"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."}}