{"id":"W4379649973","doi":"10.1136/annrheumdis-2023-eular.3052","title":"POS1153 APPLYING THE WORKING DEFINITION OF THE DISEASE MODIFICATION CRITERIA TO SYSTEMIC LUPUS ERYTHEMATOSUS TREATMENTS FROM THE PUBLISHED LITERATURE","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Genentech; Idorsia Pharmaceuticals; Servier; Novo Nordisk; National Institute for Health and Care Research; Alexion Pharmaceuticals; Celgene; Biogen; Gilead Sciences; Sanofi; Amgen; Canadian Rheumatology Association; Pfizer; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Systemic lupus; Systemic disease; Disease; Intensive care medicine; Lupus erythematosus; Systemic lupus erythematosus; Immunology; Dermatology; Internal medicine; Antibody","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01062466,0.001156246,0.002352234,0.009470072,0.0009720896,0.003672007,0.0018339,0.001661219,0.01303722],"category_scores_gemma":[0.03236084,0.0003628644,0.006402329,0.009026761,0.0007231668,0.001834943,0.001816405,0.00291595,0.003622202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287816,"about_ca_system_score_gemma":0.006315833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003651223,"about_ca_topic_score_gemma":0.008754971,"domain_scores_codex":[0.9847045,0.003990174,0.005441895,0.00091507,0.00445342,0.0004949461],"domain_scores_gemma":[0.9837235,0.005874148,0.004171708,0.0008836968,0.00484431,0.0005026603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003197795,0.000379159,0.05925217,0.04522653,0.007413449,0.0007326413,0.0004445942,0.001511102,0.002141341,0.01321817,0.1404189,0.7260641],"study_design_scores_gemma":[0.003003739,0.001354426,0.2176706,0.03658068,0.01743211,0.002871798,0.0008134255,0.003637563,0.00280894,0.03964254,0.6737489,0.0004352134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05674899,0.484358,0.081906,0.04328209,0.02291311,0.01065855,0.1001832,0.0009222001,0.199028],"genre_scores_gemma":[0.4407759,0.1788951,0.1406134,0.0399544,0.01653893,0.01608134,0.1408801,0.0007968851,0.02546377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01303722,"threshold_uncertainty_score":0.05618924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09746345810023767,"score_gpt":0.3457699049089392,"score_spread":0.2483064468087015,"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."}}