{"id":"W2787349073","doi":"10.1002/art.40443","title":"Brief Report: The Genetic Profile of Rheumatoid Factor–Positive Polyarticular Juvenile Idiopathic Arthritis Resembles That of Adult Rheumatoid Arthritis","year":2018,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; University of Saskatchewan","funders":"Canadian Arthritis Network; Center for Scientific Review; National Institute of General Medical Sciences; National Cancer Institute; Canadian Institutes of Health Research; Wake Forest School of Medicine; School of Medicine, Emory University; National Institutes of Health; Hospital for Sick Children; Arthritis Research UK; Medical Research Council; Seattle Children's Research Institute; Department of Health and Social Care; Great Ormond Street Hospital for Children; Marcus Foundation; Bundesministerium für Bildung und Forschung; NHS Blood and Transplant; National Institute for Health and Care Research; Children's Healthcare of Atlanta; National Institute of Allergy and Infectious Diseases; Versus Arthritis; National Heart, Lung, and Blood Institute; Children’s Hospital of Wisconsin Research Institute; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; Norges Teknisk-Naturvitenskapelige Universitet; Wellcome; University of Washington; University of Toronto; Wellcome Trust; University College London; Emory University; Rheumatology Research Foundation; Amgen; Arthritis Foundation; Doris Duke Charitable Foundation","keywords":"Rheumatoid arthritis; Rheumatoid factor; Medicine; Juvenile rheumatoid arthritis; Juvenile; Arthritis; Internal medicine; Biology; Genetics","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009135376,0.0005946552,0.002492885,0.0004388716,0.0005338332,0.00005548853,0.0005962624,0.0005167111,0.001344092],"category_scores_gemma":[0.001822337,0.0005146524,0.0005410742,0.0007519471,0.003001801,0.0003429618,0.000396937,0.0007364854,0.0002571474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007655555,"about_ca_system_score_gemma":0.001065069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002669721,"about_ca_topic_score_gemma":0.001460273,"domain_scores_codex":[0.9929183,0.0006374733,0.003001418,0.0009671539,0.001212624,0.001263057],"domain_scores_gemma":[0.9944875,0.0003552171,0.001431056,0.001825856,0.001584901,0.0003154317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001968232,0.00178183,0.4649096,0.001049493,0.001552069,0.003822157,0.01246915,0.000006577429,0.05969115,0.01216346,0.01524621,0.42534],"study_design_scores_gemma":[0.02127057,0.006788114,0.2710265,0.02342004,0.00006420923,0.06404195,0.00687643,0.0007004375,0.5777647,0.003361568,0.02269683,0.001988715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246286,0.06937347,0.0003899825,0.001604986,0.0004466927,0.001433809,0.0001129834,0.0001434842,0.001866063],"genre_scores_gemma":[0.9015084,0.09727268,0.0004753946,0.000167589,0.00003854094,0.0002175607,0.00007733347,0.0001102218,0.000132299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5180735,"threshold_uncertainty_score":0.9997305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265440762387074,"score_gpt":0.2617222649915128,"score_spread":0.2490678573676421,"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."}}