{"id":"W3159937719","doi":"10.1016/j.chest.2021.04.037","title":"Incidence and Prognostic Significance of Hypoxemia in Fibrotic Interstitial Lung Disease","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Calgary; Providence Health Care","funders":"Lung Foundation Australia; Royal Australasian College of Physicians; Inselspital, Universitätsspital Bern; Union Chimique Belge; F. Hoffmann-La Roche; Roche; Cumming School of Medicine, University of Calgary; Boehringer Ingelheim; Austin Medical Research Foundation; AstraZeneca; CHEST Foundation","keywords":"Medicine; Hypoxemia; Interstitial lung disease; Idiopathic pulmonary fibrosis; Internal medicine; Cumulative incidence; Cardiology; Lung transplantation; Incidence (geometry); Proportional hazards model; Transplantation; Lung","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":[0.0001462168,0.0001151626,0.0002558737,0.00008638924,0.00004738678,0.00003157837,0.00006856579,0.00004592945,0.0001334468],"category_scores_gemma":[0.000566384,0.0001046803,0.0001015552,0.000156341,0.0001353145,0.0001415641,0.00005635079,0.0003015234,0.00000293129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100679,"about_ca_system_score_gemma":0.000560955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000868095,"about_ca_topic_score_gemma":0.000003773435,"domain_scores_codex":[0.9989918,0.00005906294,0.0003383121,0.0001860365,0.0002211837,0.0002035994],"domain_scores_gemma":[0.9991753,0.00008355887,0.0001034651,0.0001328096,0.0001599846,0.0003449121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006091376,0.0007178903,0.9093658,0.004363628,0.0001024377,0.01325303,0.000669449,0.00006127516,0.06006736,0.0004377263,0.0008757523,0.003994308],"study_design_scores_gemma":[0.001924729,0.001016709,0.979179,0.006837476,0.0003890565,0.00222239,0.0005638846,0.003630673,0.002800734,0.0007449758,0.0004118085,0.0002785323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921997,0.005327187,0.0007803918,0.0008980152,0.0002255851,0.0001784328,0.00001539045,0.000009368658,0.0003659756],"genre_scores_gemma":[0.9985266,0.0003353675,0.0005869023,0.0001381118,0.0002593979,0.000007244959,0.000007766009,0.00001284556,0.0001257828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06981326,"threshold_uncertainty_score":0.426874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010190645276197,"score_gpt":0.2598782427810838,"score_spread":0.2496875975048868,"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."}}