{"id":"W2990435543","doi":"10.1093/rheumatology/kez525","title":"Anti-MDA5 juvenile idiopathic inflammatory myopathy: a specific subgroup defined by differentially enhanced interferon-α signalling","year":2019,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"Agence Nationale de la Recherche; Assisi Foundation of Memphis","keywords":"Medicine; Interstitial lung disease; Juvenile dermatomyositis; Myositis; Internal medicine; Rheumatology; Autoantibody; Inflammatory myopathy; Arthritis; Gastroenterology; Dermatomyositis; Interferon; Pathology; Immunology; Lung; Antibody","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004849167,0.0005479447,0.001157424,0.0002223749,0.0001806885,0.0001505491,0.0003624377,0.0003695736,0.0007003087],"category_scores_gemma":[0.00004415054,0.000523,0.0003499621,0.0002624308,0.0001130608,0.0003171631,0.0001903164,0.0007064306,0.001658292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677923,"about_ca_system_score_gemma":0.0001678253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002144341,"about_ca_topic_score_gemma":0.00001099336,"domain_scores_codex":[0.9965127,0.0001520551,0.001025719,0.0007836899,0.0006804352,0.000845442],"domain_scores_gemma":[0.9981719,0.00008937504,0.0003461926,0.0008605934,0.000203766,0.0003281405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007292644,0.0002838219,0.02138167,0.0006882001,0.0001462409,0.0004230458,0.001247551,0.00002165475,0.9696442,0.001168252,0.002707723,0.001558319],"study_design_scores_gemma":[0.02032567,0.003321942,0.1137417,0.004619975,0.0005620293,0.0009520964,0.001393684,0.002712155,0.7657658,0.000912403,0.08201566,0.003676854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888357,0.002529608,0.002910115,0.0002544817,0.001091195,0.0009002736,0.00003582604,0.0003752788,0.003067518],"genre_scores_gemma":[0.9968883,0.0002890293,0.0003076465,0.0006208137,0.0005425441,0.00006619739,0.0001734573,0.0001349123,0.0009770315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2038784,"threshold_uncertainty_score":0.9997222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008025026136727596,"score_gpt":0.2148213916945859,"score_spread":0.2067963655578583,"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."}}