{"id":"W2160384627","doi":"10.1016/j.rmed.2012.10.018","title":"Prevalence and clinical significance of circulating autoantibodies in idiopathic pulmonary fibrosis","year":2012,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; University of California, San Francisco; National Institutes of Health","keywords":"Medicine; Autoantibody; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Clinical significance; Connective tissue disease; Internal medicine; Fibrosis; Vasculitis; Immunology; Pathology; Antibody; Gastroenterology; Lung; Autoimmune disease; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.001736825,0.0002074784,0.0006914175,0.0001876715,0.0000538108,0.000003218523,0.00009605803,0.000159376,0.00007913439],"category_scores_gemma":[0.0007863957,0.0001673153,0.0001163929,0.0002504819,0.0006013549,0.0001902641,0.00007031694,0.0003401996,0.000006493532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006055897,"about_ca_system_score_gemma":0.0001202279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006381814,"about_ca_topic_score_gemma":0.000001429687,"domain_scores_codex":[0.9976864,0.0002365189,0.0009617882,0.0003349466,0.0003896601,0.0003906788],"domain_scores_gemma":[0.9987435,0.0002214666,0.0002480494,0.000343072,0.0001043099,0.0003395719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008996462,0.0002910198,0.9630453,0.002419645,0.00003184031,0.00009033453,0.0003216157,0.000001003625,0.02628492,0.0002631467,0.00009137287,0.00626018],"study_design_scores_gemma":[0.0009499001,0.002265625,0.98947,0.005061219,0.0002280844,0.0000780112,0.000286931,0.000338318,0.0003124493,0.00003991868,0.0007940716,0.000175482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519554,0.0447646,0.00004061049,0.0002707906,0.0003254579,0.0004327098,0.00001185947,0.00004014885,0.002158447],"genre_scores_gemma":[0.9975146,0.0008107605,0.00009836379,0.0004148868,0.001048321,0.00001804114,0.000003818183,0.00002492401,0.00006630248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04555921,"threshold_uncertainty_score":0.682292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449348342288665,"score_gpt":0.3440713353006536,"score_spread":0.2995778518777669,"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."}}