{"id":"W4302067767","doi":"10.1136/annrheumdis-2022-eular.1980","title":"POS0053 ABUNDANT AUTOANTIBODY ISOTYPES IN IDIOPATHIC INFLAMMATORY MYOPATHIES","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"European Commission; Innovative Medicines Initiative; Science for Life Laboratory; European Federation of Pharmaceutical Industries and Associations; Diamond Light Source; McGill University","keywords":"Autoantibody; Medicine; Myositis; Antisynthetase syndrome; Immunology; Rheumatoid arthritis; Antibody; Isotype; Interstitial lung disease; Population; Antigen; Internal medicine; Lung; Monoclonal antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002991745,0.0004438927,0.000204934,0.001490694,0.0003861711,0.0005553423,0.0002407076,0.0006175005,0.008020188],"category_scores_gemma":[0.0005184008,0.0001569876,0.0002567397,0.0005691675,0.0002495033,0.0003080354,0.0004467736,0.0002810672,0.001172835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386734,"about_ca_system_score_gemma":0.0001205517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003654698,"about_ca_topic_score_gemma":0.0004361738,"domain_scores_codex":[0.9997794,0.00003354562,0.00004063816,0.0000417756,0.00004842336,0.00005620396],"domain_scores_gemma":[0.9997789,0.00004612644,0.00005239272,0.00001982181,0.00004740404,0.0000552588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004209709,0.0002339939,0.2318523,0.0002806103,0.0002050741,0.02061302,0.0002206593,0.0002332101,0.6999295,0.001216614,0.003145969,0.03785929],"study_design_scores_gemma":[0.0002213476,0.0007765344,0.8829152,0.0001043442,0.0001985084,0.0508115,0.0005542884,0.001418672,0.0462682,0.002378717,0.01432648,0.00002626316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846296,0.002028349,0.0005853797,0.0001946629,0.00007552432,0.00001021052,0.000425862,0.00005362852,0.0119969],"genre_scores_gemma":[0.9974703,0.0003198309,0.0002771664,0.0001113303,0.00005978987,0.000007409108,0.0003957055,0.0000118699,0.001346596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008020188,"threshold_uncertainty_score":0.0268302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783731080127651,"score_gpt":0.2739208223392247,"score_spread":0.2560835115379482,"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."}}