{"id":"W2965852076","doi":"10.1002/art.41070","title":"Peripheral Nervous System Disease in Systemic Lupus Erythematosus: Results From an International Inception Cohort Study","year":2019,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University; Dalhousie University; University of Toronto; Université Laval; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Toronto Western Hospital","funders":"National Center for Research Resources; National Institutes of Health; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Medical Research Council; Versus Arthritis; Eusko Jaurlaritza; National Research Foundation; University College London; Novo Nordisk; National Institute for Health and Care Research; Canadian Institutes of Health Research; Lupus Research Alliance; Sandwell and West Birmingham Hospitals NHS Trust; University of Calgary; National Center for Advancing Translational Sciences; Wellcome Trust; Arthritis Society; Gigtforeningen; Johns Hopkins University; Université Laval","keywords":"Medicine; Cohort; Disease; Systemic disease; Peripheral; Nervous system; Peripheral nervous system; Cohort study; Immunology; Central nervous system; Internal medicine; Psychiatry","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":[0.00118676,0.0004974989,0.0004270788,0.0006726243,0.0005240431,0.0008852805,0.0004363366,0.0003712529,0.001243836],"category_scores_gemma":[0.001857474,0.0003310775,0.0004626697,0.001259319,0.0001895256,0.0005862972,0.0006069795,0.0006735628,0.0002443451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999024,"about_ca_system_score_gemma":0.0003086322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007085558,"about_ca_topic_score_gemma":0.009541416,"domain_scores_codex":[0.9994799,0.000125823,0.00005151568,0.0001555514,0.0001060853,0.00008113122],"domain_scores_gemma":[0.9983944,0.0001636349,0.0006830051,0.0001666774,0.0001802943,0.0004118881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009171067,0.00002430206,0.9990585,0.000003599062,0.00004101824,0.00006255842,0.00006196335,0.00001181961,0.0001013456,0.000005717798,0.00005861025,0.0004789098],"study_design_scores_gemma":[0.00001079507,0.00005239785,0.9995059,0.000004388432,0.00002994082,0.0001502807,0.0000877534,0.00005249804,0.00001707948,0.000004452543,0.00008249584,0.000002144891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990919,0.0001197488,0.00004002425,0.00002360539,0.000003933287,0.000007462323,0.0005125398,0.000001646713,0.0001992156],"genre_scores_gemma":[0.9986176,0.0001509567,0.00007535545,0.00002982238,0.00001222646,0.00001106648,0.0009402868,0.00000280372,0.0001597065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007085558,"threshold_uncertainty_score":0.01408863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096529758480036,"score_gpt":0.2799784213907195,"score_spread":0.2690131238059192,"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."}}