{"id":"W4309163185","doi":"10.3899/jrheum.221067","title":"Ro52, Myositis, and Interstitial Lung Disease","year":2022,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autoantibody; Dermatomyositis; Medicine; Myositis; Interstitial lung disease; Antisynthetase syndrome; Connective tissue disease; Polymyositis; Inclusion body myositis; Immunology; Myopathy; Systemic disease; Mixed connective tissue disease; Pathology; Disease; Autoimmune disease; Immunopathology; Lung; Antibody; Internal medicine","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004507643,0.0002576925,0.0008491722,0.0002526621,0.0002104959,0.00002504079,0.0002865796,0.0002553644,0.0009998934],"category_scores_gemma":[0.0001157051,0.0001733623,0.0002314623,0.00007480316,0.0002935453,0.00007625928,0.0002026446,0.002739908,0.00001124618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073236,"about_ca_system_score_gemma":0.0003145631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004501579,"about_ca_topic_score_gemma":0.000002924765,"domain_scores_codex":[0.9979401,0.0004344265,0.0007235503,0.0001404313,0.0004332581,0.0003281871],"domain_scores_gemma":[0.9982966,0.0003679503,0.0007207055,0.0003283576,0.0001314674,0.0001549618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001242252,0.00001568148,0.008536559,0.0005750815,0.0003002959,0.007231915,0.0004745338,0.000002249937,0.000003835889,0.0001012046,0.9812147,0.0003016617],"study_design_scores_gemma":[0.001398045,0.0004175104,0.001036689,0.0006164561,0.0009792598,0.1940561,0.0002005862,0.0001337589,0.000003535235,0.0002519591,0.8006984,0.0002077492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1680218,0.01061828,0.0002089522,0.8177347,0.002515092,0.0003052989,0.00005156765,0.00002855274,0.0005157802],"genre_scores_gemma":[0.2640073,0.009265861,0.0001268236,0.7240477,0.001171231,0.0000154652,0.0001069503,0.0001441646,0.001114537],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1868242,"threshold_uncertainty_score":0.9999133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007111563436670007,"score_gpt":0.2359379599395152,"score_spread":0.2288263965028451,"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."}}