{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007837561,0.0003671203,0.0004751678,0.001753688,0.0005354622,0.0009857969,0.0005638379,0.001176034,0.002666597],"category_scores_gemma":[0.004167376,0.0002926672,0.0004300497,0.001477273,0.0006024302,0.001112186,0.0005748508,0.0009526645,0.0003624192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370569,"about_ca_system_score_gemma":0.0002861303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116614,"about_ca_topic_score_gemma":0.001110859,"domain_scores_codex":[0.9994109,0.0001786297,0.0000839701,0.00008540785,0.0001110312,0.0001300879],"domain_scores_gemma":[0.9960673,0.001125142,0.001550643,0.0001992766,0.0002610568,0.0007964864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001669555,0.00001652595,0.9985737,0.000006460985,0.00002307067,0.0001538238,0.00001778018,0.00002725874,0.0001836989,0.00002071905,0.00002569131,0.0007843097],"study_design_scores_gemma":[0.000003927427,0.00007926818,0.9987468,0.00000322288,0.00002139436,0.000722122,0.0001031066,0.0001723383,0.00004460154,0.00004333327,0.00005541442,0.000004559268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964805,0.001569732,0.0001461707,0.0001010464,0.00002286929,0.00000781153,0.0002631156,0.00000944505,0.001399332],"genre_scores_gemma":[0.9994754,0.0001675082,0.00004467449,0.00001073197,0.0000589393,0.000003258442,0.0001575169,0.00000129543,0.00008061227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002666597,"threshold_uncertainty_score":0.00892067,"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."}}