{"id":"W3006290889","doi":"10.1513/annalsats.201906-437oc","title":"Associations between Patient-reported Outcomes and Death or Lung Transplant in Idiopathic Pulmonary Fibrosis. Data from the Idiopathic Pulmonary Fibrosis Prospective Outcomes Registry","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Duke Clinical Research Institute; National Center for Advancing Translational Sciences; Houston Methodist Research Institute; Baylor University Medical Center; University of California, Davis; University of Cincinnati; Boehringer Ingelheim; Baylor University; Wake Forest University; Tulane University; Cleveland Clinic; Temple University; Yale University; Vanderbilt University; Weill Cornell Medical College; University of Pennsylvania; York University; University of Miami; University of Louisville; University of California, Los Angeles; Medical College of Wisconsin; University of South Carolina; University of Minnesota","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Lung transplantation; Lung; Internal medicine; Fibrosis; Prospective cohort study","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":[0.00537501,0.0003445132,0.0007559544,0.001064608,0.0002505486,0.0006530331,0.0007156681,0.000556161,0.001028699],"category_scores_gemma":[0.01190645,0.0002784485,0.0007097624,0.001709152,0.0002960689,0.0006792516,0.0006950732,0.001262147,0.0001492158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800417,"about_ca_system_score_gemma":0.0004769406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003256035,"about_ca_topic_score_gemma":0.004171793,"domain_scores_codex":[0.9963238,0.001717782,0.0005224471,0.0005832492,0.0006248165,0.0002277829],"domain_scores_gemma":[0.9793149,0.006273172,0.0105042,0.00135639,0.001468424,0.001082906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001700071,0.00002043923,0.9987727,0.0000368196,0.0001512718,0.00001632944,0.00001337025,0.0001094927,0.000023505,0.00002290262,0.0002135118,0.0004496995],"study_design_scores_gemma":[0.00004516518,0.00008528114,0.9986184,0.00001811297,0.00008578696,0.00009490328,0.00003289308,0.0006957047,0.000046914,0.00004897447,0.0002213457,0.000006606631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816585,0.001340856,0.0006729008,0.00021802,0.00002546197,0.00004304955,0.01536312,0.00001815892,0.0006598916],"genre_scores_gemma":[0.9878581,0.0002091708,0.0002784393,0.00006229486,0.00002805815,0.00007547806,0.01137496,0.000004428352,0.0001091583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00537501,"threshold_uncertainty_score":0.02842611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09604185905740081,"score_gpt":0.3668360200719576,"score_spread":0.2707941610145568,"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."}}