{"id":"W2884040133","doi":"10.1002/acr.23712","title":"Antinuclear Antibody–Negative Systemic Lupus Erythematosus in an International Inception Cohort","year":2018,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Manitoba; Toronto Western Hospital; University Health Network; Dalhousie University; University of Toronto; Université Laval; Queen Elizabeth II Health Sciences Centre; McGill University Health Centre; University of Calgary","funders":"National Center for Research Resources; Manchester Biomedical Research Centre; National Institutes of Health; Versus Arthritis; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Ministry of Health and Welfare; Arthritis Research UK; Canadian Institutes of Health Research; LUPUS UK; National Institute for Health and Care Research; Sandwell and West Birmingham Hospitals NHS Trust; National Center for Advancing Translational Sciences; Wellcome Trust","keywords":"Anti-nuclear antibody; Medicine; Cohort; Antibody; Systemic lupus; Immunology; Systemic lupus erythematosus; Autoantibody; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002619092,0.0002696525,0.0006117475,0.001275035,0.0003015195,0.000204834,0.000620131,0.0002817963,0.0007591246],"category_scores_gemma":[0.000825969,0.0002597712,0.0001205916,0.001221215,0.0008887108,0.000606962,0.0003906897,0.0009306989,0.001521373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009597085,"about_ca_system_score_gemma":0.000477285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000615728,"about_ca_topic_score_gemma":0.001020823,"domain_scores_codex":[0.9937764,0.0008543545,0.0007334562,0.0009642038,0.00257645,0.001095181],"domain_scores_gemma":[0.9950997,0.0002879757,0.0001022331,0.001018371,0.003081346,0.0004104369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004824936,0.0001746994,0.948171,0.0003591378,0.00006067478,0.0007461771,0.01479943,8.400282e-7,0.01923121,0.0007448323,0.000623977,0.01460556],"study_design_scores_gemma":[0.03532078,0.008199018,0.4950753,0.03180834,0.00005806726,0.1409064,0.2525239,0.003469295,0.017664,0.001255123,0.01175174,0.00196795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705722,0.001304809,0.00003000989,0.0002057571,0.0007668,0.002051396,0.00003826621,0.0001444936,0.02488624],"genre_scores_gemma":[0.9956479,0.001428817,0.0003858328,0.00004744007,0.001065421,0.0002009919,0.0001508152,0.0000960338,0.0009767233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4530956,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605661237514777,"score_gpt":0.39141897376507,"score_spread":0.3553623613899222,"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."}}