{"id":"W3096367191","doi":"10.1183/13993003.congress-2020.2453","title":"Sleep and cognitive impairment in COPD exacerbated and stable patients","year":2020,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Medicine; Exacerbation; Montreal Cognitive Assessment; Epworth Sleepiness Scale; Internal medicine; Sleep (system call); Physical therapy; Pittsburgh Sleep Quality Index; Cognition; Sleep quality; Cognitive impairment; Polysomnography; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003824607,0.0001813233,0.0003214412,0.0006904132,0.0003914646,0.0004645149,0.0001684898,0.0003934591,0.001498019],"category_scores_gemma":[0.001315401,0.0001372326,0.0002836466,0.0005920003,0.0002346369,0.0003320315,0.0004216814,0.0003285655,0.0001806882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289344,"about_ca_system_score_gemma":0.0002581021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00346844,"about_ca_topic_score_gemma":0.004581154,"domain_scores_codex":[0.9997718,0.00005345312,0.00003485746,0.00004449132,0.00004697137,0.00004857868],"domain_scores_gemma":[0.9993931,0.00009153398,0.0002349865,0.00002039616,0.00004982985,0.0002102662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001779037,0.00005223574,0.9987968,0.000007579268,0.00002244569,0.0000856624,0.00006543232,0.00001028392,0.00009188578,0.000007295406,0.00004068038,0.0006416595],"study_design_scores_gemma":[0.000008596242,0.0001545792,0.9994672,0.000003229172,0.000006362248,0.0001534274,0.0001152698,0.00003412597,0.000009636869,0.000007407675,0.00003912237,0.000001198012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995131,0.0001844377,0.000006647618,0.00001918657,0.000003380712,0.000004574806,0.0000598684,4.471705e-7,0.0002084151],"genre_scores_gemma":[0.9997017,0.00006409222,0.00001384362,0.00002580143,0.000007267952,0.000004659774,0.0001204105,2.751629e-7,0.00006186556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00346844,"threshold_uncertainty_score":0.006896555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160014205790723,"score_gpt":0.2722964351036635,"score_spread":0.2562950145245912,"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."}}