{"id":"W2415175064","doi":"10.1155/2016/7947198","title":"Sleep in Chronic Obstructive Pulmonary Disease: Evidence Gaps and Challenges","year":2016,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; COPD; Obstructive sleep apnea; Pulmonary disease; Epidemiology; Disease; Intensive care medicine; Sleep apnea; Population; Sleep (system call); Overlap syndrome; Environmental health; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009603606,0.000828878,0.001943037,0.002223462,0.0003213686,0.0001161806,0.0006244562,0.0005268166,0.001036174],"category_scores_gemma":[0.0007668412,0.0006578733,0.0005801387,0.0005319122,0.0006420898,0.0004975988,0.0001712029,0.002179761,0.0001984623],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01338485,"about_ca_system_score_gemma":0.02656562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000549964,"about_ca_topic_score_gemma":0.005914849,"domain_scores_codex":[0.9946063,0.0008328341,0.001066204,0.001117707,0.0008491188,0.001527842],"domain_scores_gemma":[0.992626,0.0004271066,0.0004297925,0.0009362868,0.0003067685,0.005274012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005965825,0.0000248738,0.0007824603,0.02537051,0.0001920779,0.01864455,0.00002397106,3.634907e-7,0.000001476402,0.0002058322,0.0001802704,0.954514],"study_design_scores_gemma":[0.0004805969,0.00009103767,0.03461189,0.06063066,0.000542057,0.002413433,0.00005087181,0.000006470387,1.942551e-7,0.0002472278,0.9003326,0.0005929664],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002090666,0.9955243,0.000001115796,0.0007993322,0.0004029341,0.001406639,0.000260757,0.00002409316,0.001371795],"genre_scores_gemma":[0.0006128321,0.9963881,0.00001179409,0.0001590405,0.002135694,0.0001739187,0.00001437637,0.0001747862,0.0003294399],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.953921,"threshold_uncertainty_score":0.999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08633918831736771,"score_gpt":0.3450477088819039,"score_spread":0.2587085205645362,"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."}}