{"id":"W2983449145","doi":"10.1164/rccm.201905-1017oc","title":"Genome-Wide Association Study of Susceptibility to Idiopathic Pulmonary Fibrosis","year":2019,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":341,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval; St. Paul's Hospital; University of British Columbia","funders":"NIHR Nottingham Biomedical Research Centre; Agencia Estatal de Investigación; National Institute of Diabetes and Digestive and Kidney Diseases; Instituto de Salud Carlos III; Medical Research Council; National Institutes of Health; University of Leicester; Asthma and Lung UK; National Heart, Lung, and Blood Institute; British Lung Foundation; NIHR Leicester Biomedical Research Centre; Ministerio de Ciencia, Innovación y Universidades; Michael Smith Health Research BC; Instituto Tecnológico y de Energías Renovables; European Regional Development Fund; European Commission; Broad Institute; National Center for Advancing Translational Sciences; Wellcome Trust; National Institute for Health and Care Research; U.S. Department of Veterans Affairs","keywords":"Idiopathic pulmonary fibrosis; Genome-wide association study; Medicine; Genetic association; Genetic predisposition; Lung cancer; Gene; Lung; Disease; Genetics; Biology; Single-nucleotide polymorphism; Pathology; Genotype; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009574954,0.0001865258,0.000980775,0.0002366102,0.00005890054,0.000008734297,0.0001280573,0.00006392521,0.0001249574],"category_scores_gemma":[0.001920851,0.000141026,0.0001549721,0.0003617381,0.0002770331,0.0001133907,0.00005741204,0.0003753333,0.000006143205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000211252,"about_ca_system_score_gemma":0.0001620592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005743735,"about_ca_topic_score_gemma":0.000004249081,"domain_scores_codex":[0.9975203,0.0003114032,0.0008343806,0.0002719678,0.0007970305,0.0002648965],"domain_scores_gemma":[0.9972534,0.0004818026,0.0003308149,0.0002814681,0.001129571,0.0005229833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005710676,0.0005524002,0.9624671,0.0006227774,0.00009597843,0.0002298192,0.002888467,0.000004320494,0.02108029,0.00002710175,0.00006965558,0.006251454],"study_design_scores_gemma":[0.001618583,0.145571,0.7936417,0.001132004,0.0007121714,0.0000569415,0.05547353,0.000004139378,0.0001951616,0.00003646649,0.001367181,0.0001910278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943224,0.002929495,0.00004544809,0.00156362,0.0002532914,0.0003583085,0.00001263897,0.000009990101,0.0005047797],"genre_scores_gemma":[0.9976044,0.00002666063,0.00005320932,0.001777579,0.0004894641,0.000004462669,0.000001878371,0.00001880424,0.00002358584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688253,"threshold_uncertainty_score":0.5750875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160198983760493,"score_gpt":0.2922554842927272,"score_spread":0.2806534944551223,"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."}}