{"id":"W3094732758","doi":"10.1093/rheumatology/keaa429","title":"Anti-MDA5 autoantibodies associated with juvenile dermatomyositis constitute a distinct phenotype in North America","year":2020,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Intramural Research Program; National Institute of Environmental Health Sciences; National Institutes of Health; Cure JM Foundation; Tokyo Women's Medical University; Myositis Association; Oklahoma Medical Research Foundation","keywords":"Autoantibody; Medicine; Dermatomyositis; Myositis; Arthritis; Creatine kinase; Interstitial lung disease; Connective tissue disease; Internal medicine; Immunology; Gastroenterology; Autoimmune disease; Antibody; Lung","routes":{"ca_aff":true,"ca_fund":false,"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"],"consensus_categories":[],"category_scores_codex":[0.00007190991,0.0003040768,0.0008053426,0.00009572034,0.0001510254,0.00005880136,0.0001461506,0.0001102233,0.0001410674],"category_scores_gemma":[0.0001715157,0.0002620475,0.000105008,0.0006626805,0.0002535184,0.0001914918,0.00008899606,0.0003823267,0.0001798388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008383767,"about_ca_system_score_gemma":0.0002341927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001257435,"about_ca_topic_score_gemma":0.000362615,"domain_scores_codex":[0.998166,0.00007945483,0.0004565942,0.0004056518,0.0003755194,0.0005167478],"domain_scores_gemma":[0.9990573,0.00007956099,0.0001867447,0.0002782132,0.0001271678,0.0002710328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003042947,0.0001573774,0.9840261,0.000212981,0.0001909534,0.006459648,0.002663385,0.00006380292,0.0003489649,0.0001757582,0.004226858,0.001169872],"study_design_scores_gemma":[0.004025644,0.0004132829,0.9488807,0.0003790584,0.000203698,0.0002620707,0.0003477597,0.002792297,0.0003666023,0.0000131374,0.04178404,0.0005317001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896638,0.0004121449,0.0003444776,0.002686916,0.0001001957,0.0004808047,0.0001491992,0.0003228855,0.005839615],"genre_scores_gemma":[0.9949923,0.00005086224,0.0005171752,0.003818035,0.0001306855,0.00002963862,0.0003530815,0.00004596889,0.00006221607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03755718,"threshold_uncertainty_score":0.9999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139201362554937,"score_gpt":0.2283821634652321,"score_spread":0.2169901498396827,"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."}}