{"id":"W3164519882","doi":"10.1136/annrheumdis-2021-220418","title":"Associations of baseline use of biologic or targeted synthetic DMARDs with COVID-19 severity in rheumatoid arthritis: Results from the COVID-19 Global Rheumatology Alliance physician registry","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":241,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact; Canadian Arthritis Patient Alliance","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Abatacept; Rheumatoid arthritis; Tocilizumab; Internal medicine; Golimumab; Rheumatology; Tofacitinib; Logistic regression; Anakinra; Coronavirus disease 2019 (COVID-19); Odds ratio; Rituximab; Adalimumab; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001220841,0.0003457405,0.0006976132,0.00122865,0.0002600138,0.0007547113,0.0005212347,0.0004674807,0.001644813],"category_scores_gemma":[0.003608837,0.0002623509,0.0008959579,0.002336179,0.000177995,0.0006936791,0.0006623934,0.0007711135,0.0002974462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191972,"about_ca_system_score_gemma":0.0003874876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006399675,"about_ca_topic_score_gemma":0.007827875,"domain_scores_codex":[0.9982165,0.000467731,0.0003548947,0.0003926883,0.0003625563,0.000205618],"domain_scores_gemma":[0.9950621,0.0006754554,0.003199118,0.0003398143,0.0003832442,0.0003403132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002297612,0.00002048124,0.9981749,0.00002619671,0.0002026592,0.00001733651,0.00001250152,0.00004681457,0.00009637171,0.00001744779,0.0003368673,0.0008186187],"study_design_scores_gemma":[0.00002162767,0.00005403812,0.9993128,0.000008093138,0.00006927986,0.00008329049,0.00003502548,0.00009645094,0.0000348863,0.00001330965,0.0002676177,0.000003692497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704533,0.001733841,0.0002927202,0.0001462647,0.00003163848,0.00003501249,0.02475282,0.00002827149,0.002526125],"genre_scores_gemma":[0.9887748,0.0004869621,0.0002324229,0.00007125137,0.00004820888,0.00003887919,0.009975085,0.00000872268,0.0003635737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006399675,"threshold_uncertainty_score":0.01272482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08132615032310453,"score_gpt":0.347547425332345,"score_spread":0.2662212750092404,"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."}}