{"id":"W4283708782","doi":"10.1136/annrheumdis-2022-eular.986","title":"POS1206 UNDERSTANDING THE LANDSCAPE OF RHEUMATOID ARTHRITIS (RA) PATIENTS TREATED WITH IL-6 INHIBITORS DURING THE COVID-19 PANDEMIC","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universiteit Stellenbosch; University of Queensland; Monash University; Cumming School of Medicine, University of Calgary; Gilead Sciences; University of Ottawa; Sanofi; McMaster University; Amgen; Pfizer; Eli Lilly and Company","keywords":"Medicine; Tocilizumab; Rheumatoid arthritis; Hydroxychloroquine; Abatacept; Internal medicine; Pandemic; Rheumatology; Cohort; Coronavirus disease 2019 (COVID-19); Family medicine; Disease; Physical therapy; Rituximab","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":[0.0009188548,0.0001929948,0.0004974363,0.0004073527,0.0006128215,0.001885535,0.000356037,0.0008041292,0.004619599],"category_scores_gemma":[0.0043495,0.0001903064,0.0003667458,0.0005651811,0.0003454754,0.00128016,0.000806977,0.002178848,0.000778856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009393964,"about_ca_system_score_gemma":0.001625762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004555792,"about_ca_topic_score_gemma":0.009278338,"domain_scores_codex":[0.9986643,0.0005356586,0.0001164472,0.0001535475,0.0001803463,0.00034978],"domain_scores_gemma":[0.9984927,0.0003886025,0.0004843,0.00002726862,0.0001875208,0.0004195496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003448933,0.0005844955,0.5564872,0.0009506622,0.0004994508,0.002160305,0.00233743,0.001661295,0.004081674,0.008596823,0.06339549,0.3557963],"study_design_scores_gemma":[0.0004606616,0.002022837,0.7832686,0.003542697,0.0007383252,0.006206638,0.01432048,0.003665192,0.001300354,0.01940952,0.1648716,0.000193045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7239782,0.07097396,0.002023359,0.1481561,0.00186428,0.0001298463,0.004108627,0.00008244004,0.04868319],"genre_scores_gemma":[0.9557942,0.01968462,0.001103634,0.01839784,0.002285874,0.0000832469,0.001096193,0.00003376425,0.001520594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004619599,"threshold_uncertainty_score":0.01545411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04311878812079598,"score_gpt":0.2865101804287462,"score_spread":0.2433913923079502,"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."}}