{"id":"W4320918278","doi":"10.3390/medicina59020363","title":"Antibodies against Serum Anti-Melanoma Differentiation-Associated Gene 5 in Rheumatoid Arthritis Patients with Chronic Lung Diseases","year":2023,"lang":"en","type":"article","venue":"Medicina","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer Japan; Chugai Pharmaceutical; Mitsubishi Tanabe Pharma Corporation; Teijin Pharma; Astellas Foundation for Research on Metabolic Disorders; Astellas Pharma; Eisai; Pfizer; Japan Research Foundation for Clinical Pharmacology; Abbott Japan; Japan Society for the Promotion of Science; Mitsui Sumitomo Insurance Welfare Foundation; Ministry of Health, Labour and Welfare; Daiwa Securities Health Foundation; Bristol-Myers Squibb; Eisai Canada; Nakatomi Foundation; Takeda Science Foundation; Japan Agency for Medical Research and Development","keywords":"Medicine; Rheumatoid arthritis; Dermatomyositis; Interstitial lung disease; MDA5; Gastroenterology; Antibody; Internal medicine; Pathogenesis; Lung cancer; Rheumatoid factor; Arthritis; Biomarker; Lung; Immunology; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000135164,0.0002624755,0.0006110911,0.0003366201,0.0001720675,0.00002721633,0.00009271267,0.0001115656,0.0000876675],"category_scores_gemma":[0.0001155754,0.0002092054,0.00007945337,0.0005943785,0.000119937,0.0001418132,0.0000630569,0.0002110791,0.00007862523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258654,"about_ca_system_score_gemma":0.0001589602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005247858,"about_ca_topic_score_gemma":0.0001325585,"domain_scores_codex":[0.9979869,0.00007146137,0.0004619178,0.0003397694,0.0005851293,0.000554794],"domain_scores_gemma":[0.9991365,0.00007698553,0.0001606528,0.0003001218,0.0001368274,0.0001889248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005653271,0.0001476824,0.9909242,0.0001747142,0.00009400323,0.000661024,0.0005127273,0.00001429625,0.0001404717,0.0000119112,0.002812226,0.004450149],"study_design_scores_gemma":[0.006730207,0.0001838384,0.9881645,0.001750378,0.00003897666,0.00001439357,0.0001581124,0.002112418,0.0002811893,0.00001400297,0.0003173501,0.0002345952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957316,0.00207239,0.00001236779,0.0005058558,0.0004485287,0.0005702773,0.0001248385,0.0002846743,0.000249465],"genre_scores_gemma":[0.9943221,0.003869901,0.00000753724,0.0002805524,0.0001458726,0.00003099824,0.001200454,0.00004980324,0.00009284496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006673674,"threshold_uncertainty_score":0.853115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003885740142801668,"score_gpt":0.2086705130018924,"score_spread":0.2047847728590908,"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."}}