{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001637473,0.0003472796,0.0008021062,0.002483429,0.0003676097,0.001214541,0.0005084662,0.0004612696,0.001122367],"category_scores_gemma":[0.00325888,0.0003655646,0.001095107,0.005623288,0.0003473577,0.0008018822,0.0007090005,0.0006213143,0.0002961982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007917684,"about_ca_system_score_gemma":0.0009049472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01548515,"about_ca_topic_score_gemma":0.01348635,"domain_scores_codex":[0.9967739,0.000978282,0.0007584158,0.0007098904,0.0004868715,0.000292652],"domain_scores_gemma":[0.990819,0.001219006,0.006018519,0.0006196274,0.0006865836,0.0006371559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001235183,0.00001629784,0.9982287,0.00001843405,0.0001458708,0.00003957028,0.0000502924,0.00008450827,0.0001110438,0.00001346387,0.00019313,0.0009751041],"study_design_scores_gemma":[0.00001525876,0.00003831836,0.9989384,0.00001395299,0.00008546327,0.000189126,0.000174451,0.0001138497,0.00007995439,0.000009433646,0.000335337,0.000006472795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991774,0.001335049,0.0001541227,0.00006472438,0.000006846463,0.00001626774,0.005626436,0.00001772295,0.001004783],"genre_scores_gemma":[0.9948254,0.0004429762,0.0001680702,0.00005024389,0.00001452606,0.00001657424,0.004395283,0.000008354087,0.00007872424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548515,"threshold_uncertainty_score":0.03079003,"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."}}