{"id":"W4213060030","doi":"10.1136/annrheumdis-2021-221636","title":"Characteristics associated with poor COVID-19 outcomes in individuals with systemic lupus erythematosus: data from the COVID-19 Global Rheumatology Alliance","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact; Canadian Arthritis Patient Alliance; McGill University Health Centre; University of Calgary","funders":"UCB Pharma; Manchester Biomedical Research Centre; Bristol-Myers Squibb; Pfizer Australia; Samsung; Mylan; National Institutes of Health; Swedish Orphan Biovitrum; National Institute for Health and Care Research; Celltrion; Medac; Cilag; Medpace; Amgen; Rheumatology Research Foundation; European League Against Rheumatism; Gilead Sciences; Childhood Arthritis and Rheumatology Research Alliance; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Sanofi; Celgene; Pfizer; Biogen; GlaxoSmithKline; Eli Lilly and Company; AstraZeneca; American College of Rheumatology Research and Education Foundation","keywords":"Medicine; Hydroxychloroquine; Internal medicine; Rheumatology; Rituximab; Comorbidity; Logistic regression; Systemic lupus erythematosus; Prednisone; Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","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"],"consensus_categories":[],"category_scores_codex":[0.002163938,0.0004876118,0.001722291,0.0001143122,0.0004972416,0.00008421156,0.002816279,0.0001072212,0.0004010115],"category_scores_gemma":[0.01576538,0.0002576165,0.0001924213,0.001099943,0.0006748073,0.0001790001,0.001503101,0.0004243793,0.00002258132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000596548,"about_ca_system_score_gemma":0.003488312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001953785,"about_ca_topic_score_gemma":0.0005382437,"domain_scores_codex":[0.9930932,0.001827644,0.001306415,0.0007910486,0.002199359,0.0007823502],"domain_scores_gemma":[0.9894938,0.005164031,0.001445462,0.003004976,0.0002080551,0.0006836018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007707845,0.0007869804,0.9551572,0.001922827,0.001599413,0.0001189245,0.001784026,0.0001660799,0.000001342368,0.0002881918,0.03733866,0.00006563064],"study_design_scores_gemma":[0.03094206,0.001302668,0.8594897,0.01575218,0.002396458,0.03662014,0.03904271,0.00374106,0.000009328235,0.004361919,0.004577512,0.001764256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550923,0.003707005,0.0001039044,0.02626962,0.0002665186,0.002565941,0.01182952,0.0001226829,0.00004256488],"genre_scores_gemma":[0.9915774,0.0005355171,0.00004984931,0.00594847,0.00001505447,0.0004622306,0.001046252,0.0000651721,0.000299987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09566743,"threshold_uncertainty_score":0.9999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09112374740822171,"score_gpt":0.3627554755563825,"score_spread":0.2716317281481608,"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."}}