{"id":"W4387569385","doi":"10.1136/ard-2023-224762","title":"EULAR recommendations for the management of systemic lupus erythematosus: 2023 update","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":933,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Versus Arthritis; Pfizer; Eli Lilly and Company; European League Against Rheumatism; Amgen","keywords":"Medicine; Belimumab; Azathioprine; Rituximab; Hydroxychloroquine; Lupus nephritis; Nintedanib; Efalizumab; Systemic lupus erythematosus; Abatacept; Prednisone; Maintenance therapy; Internal medicine; Intensive care medicine; Immunology; Disease; Infliximab; Idiopathic pulmonary fibrosis; B-cell activating factor","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":[0.01545512,0.001813543,0.003618773,0.00602401,0.00143822,0.005482916,0.00425759,0.01018502,0.01638296],"category_scores_gemma":[0.03748797,0.0009349533,0.003150936,0.0038484,0.001325244,0.004373935,0.003457712,0.008877395,0.01676363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005134221,"about_ca_system_score_gemma":0.01553645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348834,"about_ca_topic_score_gemma":0.02154559,"domain_scores_codex":[0.9868444,0.004163976,0.003384777,0.0004296384,0.004247657,0.0009295256],"domain_scores_gemma":[0.9665015,0.007166862,0.004111542,0.000528484,0.01868231,0.003009212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001834694,0.0001514333,0.001025929,0.00287061,0.00008774969,0.0002113684,0.00006894644,0.0003693695,0.0001310087,0.001507109,0.6946613,0.2987316],"study_design_scores_gemma":[0.0001757421,0.00009754387,0.002253187,0.01877871,0.000202907,0.0005295969,0.0001527841,0.0001554623,0.0001238144,0.001273293,0.9762048,0.00005209389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00133747,0.5890833,0.005555091,0.2991336,0.04634246,0.0004615623,0.004740631,0.0008776079,0.05246826],"genre_scores_gemma":[0.01045184,0.6387815,0.03923468,0.2217375,0.04062368,0.001626228,0.01745414,0.0005059979,0.0295844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01638296,"threshold_uncertainty_score":0.08173549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07888403940579979,"score_gpt":0.3650390042871462,"score_spread":0.2861549648813464,"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."}}