{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001091515,0.0003742198,0.00126413,0.0004632657,0.00008502622,0.00008451437,0.0004834115,0.0002345365,0.0002896214],"category_scores_gemma":[0.0003420982,0.0003586552,0.0001376143,0.0003149629,0.0001228525,0.0004239675,0.0001989339,0.000423377,0.0009027032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000749715,"about_ca_system_score_gemma":0.0003031048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493812,"about_ca_topic_score_gemma":0.001040863,"domain_scores_codex":[0.994911,0.0007321335,0.001527483,0.001202721,0.0009669144,0.0006597783],"domain_scores_gemma":[0.9972958,0.0002822901,0.0003393478,0.001378903,0.0002806167,0.0004230274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00209494,0.0006244807,0.9888837,0.000355115,0.0001836368,0.00133259,0.004647628,0.00007123022,0.0001841043,0.0005366247,0.0001577527,0.0009282198],"study_design_scores_gemma":[0.03387272,0.0009663684,0.8152269,0.008993081,0.00007344368,0.09690649,0.02969621,0.0132437,0.00001370897,0.0001063174,0.000205001,0.000696124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907321,0.001046688,0.00003527042,0.0002322018,0.002714653,0.003577505,0.0001271822,0.000299672,0.001234717],"genre_scores_gemma":[0.9979461,0.0003953849,0.00009672379,0.00004003484,0.0001039134,0.0004352132,0.0004986405,0.00008014897,0.0004037913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1736569,"threshold_uncertainty_score":0.9998865,"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."}}