{"id":"W2094039937","doi":"10.1136/annrheumdis-2011-201230.20","title":"Biologics use in sle in 23 centers – data from the international registry for biologics in SLE","year":2012,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; McGill University Health Centre; McGill University; Capital District Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Belimumab; Abatacept; Adalimumab; Etanercept; Rituximab; Internal medicine; Infliximab; Hydroxychloroquine; Antirheumatic drugs; Tocilizumab; Rheumatology; Rheumatoid arthritis; Physical therapy; Disease; Antirheumatic Agents; Immunology; Antibody; Coronavirus disease 2019 (COVID-19)","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":[],"consensus_categories":[],"category_scores_codex":[0.0005273412,0.0001406155,0.0002555369,0.00006419286,0.00006499155,0.00001787064,0.001560137,0.0001126513,0.00008371341],"category_scores_gemma":[0.002170199,0.00008217158,0.000100612,0.0001588829,0.0002867273,0.0002482011,0.0004575232,0.000160204,0.00002862382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000159381,"about_ca_system_score_gemma":0.00004688181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377902,"about_ca_topic_score_gemma":0.0001479429,"domain_scores_codex":[0.9986904,0.0002510563,0.0004611695,0.0002042054,0.00004182236,0.0003513326],"domain_scores_gemma":[0.9979392,0.001021829,0.0002334637,0.0007709531,0.00002832026,0.000006245613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005600774,0.001806923,0.9671491,0.00004688356,0.0001998193,6.931319e-7,0.00123065,0.000208066,0.002844296,0.00141574,0.01590668,0.008631063],"study_design_scores_gemma":[0.001651838,0.00004420447,0.9711258,0.0005409234,0.00002775482,0.000002099941,0.003311808,0.0002945247,0.001281841,0.002998735,0.01848877,0.0002317107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727115,0.02237616,0.0000186354,0.00180878,0.001306807,0.0003472523,0.001348415,0.000009853527,0.0000725963],"genre_scores_gemma":[0.9969365,0.001114244,0.00001690599,0.0006033619,0.000003760784,0.0000263902,0.001061513,0.000007055995,0.0002302957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02422498,"threshold_uncertainty_score":0.335086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382779257132014,"score_gpt":0.3255733079318835,"score_spread":0.1872953822186821,"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."}}