{"id":"W4389705448","doi":"10.15326/jcopdf.2023.0438","title":"Assessment of Obstructive Sleep Apnea Among Patients With Chronic Obstructive Pulmonary Disease in Primary Care","year":2023,"lang":"en","type":"article","venue":"Chronic Obstructive Pulmonary Diseases Journal of the COPD Foundation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; University of Washington; U.S. Department of Veterans Affairs; American Thoracic Society; Health Services Research and Development","keywords":"Medicine; Obstructive sleep apnea; COPD; Odds ratio; Internal medicine; Confidence interval; Referral; Physical therapy; Body mass index; Sleep apnea; Emergency medicine; Intensive care medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001965967,0.0002713499,0.0005202742,0.000876367,0.000834322,0.001030131,0.0006387222,0.0007750471,0.001308238],"category_scores_gemma":[0.00980402,0.0004278908,0.0006978695,0.001442286,0.0004842195,0.0007895359,0.001005453,0.001130462,0.0001918481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007350491,"about_ca_system_score_gemma":0.001137543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182375,"about_ca_topic_score_gemma":0.01275184,"domain_scores_codex":[0.99695,0.001117941,0.0003693768,0.0006426006,0.0006994107,0.0002206895],"domain_scores_gemma":[0.9919249,0.002016314,0.004567948,0.0003316139,0.0005132332,0.0006459538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001818186,0.00003163687,0.9993782,0.00002279905,0.00004797908,0.00001778566,0.00004638453,0.00001176471,0.00002529692,0.000004623179,0.00006180073,0.0003335319],"study_design_scores_gemma":[0.000007104396,0.0001013588,0.9992704,0.00002675276,0.00003636831,0.0001578697,0.0001464983,0.0001465375,0.00001953445,0.00001051397,0.00007490086,0.000002089051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970332,0.001116531,0.0001674518,0.0003159738,0.00001926502,0.00003958109,0.0008406616,0.000005773971,0.0004615049],"genre_scores_gemma":[0.9989524,0.0002547136,0.0001981308,0.0001133443,0.00003320348,0.00003081466,0.0003560721,0.000001089474,0.00006010682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182375,"threshold_uncertainty_score":0.02350986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009414205210936796,"score_gpt":0.2708635376976202,"score_spread":0.2614493324866835,"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."}}