{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00367323,0.0008703359,0.003476709,0.003160004,0.0005903074,0.002491188,0.001567862,0.002025707,0.0057721],"category_scores_gemma":[0.008507312,0.0004391305,0.0016185,0.004552646,0.0008678499,0.002423009,0.001508511,0.002467928,0.001056159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656069,"about_ca_system_score_gemma":0.008625846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008574724,"about_ca_topic_score_gemma":0.01921899,"domain_scores_codex":[0.9989268,0.0003291004,0.0002791688,0.0001042567,0.0002870311,0.00007363333],"domain_scores_gemma":[0.9931167,0.004852531,0.0006571907,0.00009294016,0.001071409,0.0002092013],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001025735,0.00004427845,0.0004092807,0.1602625,0.0005508511,0.0001424138,0.0002285172,0.0001663581,0.000164165,0.003363925,0.02583291,0.8087322],"study_design_scores_gemma":[0.00007067606,0.0001573297,0.003021848,0.2542421,0.002322177,0.001129322,0.0006486064,0.0001291237,0.00009349886,0.00489286,0.7332389,0.00005361124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002258623,0.999141,0.00001594992,0.0005846747,0.00009593764,0.000002997089,0.00001099545,0.000001252091,0.0001247124],"genre_scores_gemma":[0.0003694812,0.9991461,0.0000692726,0.0002377503,0.0001200624,0.000005058538,0.00001208732,5.387423e-7,0.0000396289],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9963267,"threshold_uncertainty_score":0.01942611,"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."}}