{"id":"W2899006180","doi":"10.1513/annalsats.201802-136oc","title":"Cardiovascular Outcomes and All-Cause Mortality in Patients with Obstructive Sleep Apnea and Chronic Obstructive Pulmonary Disease (Overlap Syndrome)","year":2018,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of British Columbia; University of Toronto; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; COPD; Hypoxemia; Obstructive sleep apnea; Heart failure; Continuous positive airway pressure; Cardiology; Myocardial infarction; Sleep apnea; Internal medicine; Positive airway pressure; Hypopnea; Proportional hazards model; Apnea–hypopnea index; Polysomnography; Apnea","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004139761,0.000342837,0.0008921751,0.00007780985,0.0001535561,0.0000231024,0.0002443878,0.00006628309,0.00001066333],"category_scores_gemma":[0.0001986023,0.000232101,0.000425911,0.0006876126,0.003812443,0.0002492453,0.0004023421,0.0003878708,0.000002285829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001482539,"about_ca_system_score_gemma":0.00007956541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000329024,"about_ca_topic_score_gemma":0.00001257168,"domain_scores_codex":[0.9971591,0.000279667,0.0003348848,0.0006754874,0.0009985861,0.0005522989],"domain_scores_gemma":[0.9977461,0.0001410523,0.0003114992,0.001030514,0.00044474,0.0003261416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005764581,0.0001846846,0.9587765,0.0001541975,0.005222407,0.00002848592,0.0005389234,0.000007013466,0.00005853316,0.00001916263,0.000007090167,0.0344266],"study_design_scores_gemma":[0.0008494825,0.0004533316,0.9950958,0.00005968948,0.0009184871,0.00002178741,0.001353484,0.0003663545,0.0003758765,0.0002286404,0.00003042252,0.0002466729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974145,0.0008057465,0.00003958585,0.000506718,0.00006688934,0.0009534878,0.000106445,0.00002696066,0.00007972601],"genre_scores_gemma":[0.9989679,0.0001280697,0.0004298773,0.0003045034,0.00005106677,0.00004024545,0.00001324439,0.00004771511,0.00001738799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03631933,"threshold_uncertainty_score":0.9988986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04394222088123578,"score_gpt":0.3540936501741629,"score_spread":0.3101514292929271,"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."}}