{"id":"W2611330109","doi":"10.3899/jrheum.161480","title":"Clinical Profiles and Prognosis of Patients with Distinct Antisynthetase Autoantibodies","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antisynthetase syndrome; Medicine; Gastroenterology; Internal medicine; Interstitial lung disease; Autoantibody; Malignancy; Antibody; Immunology; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006224056,0.00009907281,0.0005970898,0.00004960291,0.0002029261,0.00001447689,0.0001517521,0.00006420575,0.0000180286],"category_scores_gemma":[0.0004397113,0.00004831155,0.00007447445,0.00001756966,0.0008356113,0.0001053905,0.00007586501,0.0002077231,0.00000200854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000453509,"about_ca_system_score_gemma":0.00007227292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000235645,"about_ca_topic_score_gemma":0.000009173535,"domain_scores_codex":[0.9988839,0.0001303456,0.0006060991,0.00006878695,0.0001769997,0.0001338534],"domain_scores_gemma":[0.997911,0.0002365032,0.001209588,0.0002732346,0.0002953192,0.00007429621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001236772,0.0001143152,0.9940996,0.000160372,0.0001629695,0.00003313179,0.000195496,1.05147e-7,0.000009510817,0.0002036059,0.0004723786,0.003311774],"study_design_scores_gemma":[0.001981657,0.0008970284,0.9928858,0.0004831227,0.0002278145,0.002639867,0.00009477507,0.0000225656,0.0002421224,0.00007262367,0.0003969677,0.00005561112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982147,0.000281245,0.0000406614,0.0009644615,0.0001652315,0.0001633165,0.00001053922,0.000005123445,0.0001547053],"genre_scores_gemma":[0.9988485,0.0005322176,0.0005556277,0.00002957787,0.00001116348,9.63764e-7,0.000001352182,0.000009818823,0.00001080595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003256163,"threshold_uncertainty_score":0.3078845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532758579297885,"score_gpt":0.2941843483017267,"score_spread":0.2788567625087479,"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."}}