{"id":"W2145910481","doi":"10.1016/j.parkreldis.2014.08.001","title":"Relationships among cognitive impairment, sleep, and fatigue in Parkinson's disease using the MDS-UPDRS","year":2014,"lang":"en","type":"article","venue":"Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"GlaxoSmithKline; Pfizer; Parkinson's Disease Foundation; National Institute of Neurological Disorders and Stroke; Boehringer Ingelheim","keywords":"Parkinson's disease; Excessive daytime sleepiness; Rating scale; Movement disorders; Cohort; REM sleep behavior disorder; Cognition; Epworth Sleepiness Scale; Psychology; Sleep disorder; Physical medicine and rehabilitation; Medicine; Physical therapy; Montreal Cognitive Assessment; Disease; Audiology; Psychiatry; Cognitive impairment; Internal medicine; Polysomnography; Electroencephalography; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006808169,0.000477276,0.0004596403,0.0003236147,0.0006238781,0.00008287554,0.0001407581,0.0002464548,0.00009356467],"category_scores_gemma":[0.0004147319,0.0003771263,0.0002006064,0.0005990699,0.0003944252,0.0002591217,0.00009546745,0.0006797457,0.00003519736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489784,"about_ca_system_score_gemma":0.0001194107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000377149,"about_ca_topic_score_gemma":0.0002265009,"domain_scores_codex":[0.99699,0.0005674845,0.0005305472,0.0007955284,0.0004534991,0.0006629133],"domain_scores_gemma":[0.9982233,0.0003891932,0.000253311,0.0004574993,0.00006581442,0.0006109062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006314954,0.000837609,0.9640987,0.00008035055,0.0003954112,0.00009329134,0.001572323,0.0004306749,0.00002748914,0.0009795758,0.00007562382,0.03077744],"study_design_scores_gemma":[0.007554185,0.0002134949,0.9026955,0.0003981623,0.0008982618,0.00002126155,0.001187618,0.04858785,0.00003305414,0.006887206,0.03102591,0.0004974537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908118,0.002503639,0.001254126,0.0008706847,0.0001915824,0.001480795,0.00003699922,0.0001404716,0.002709898],"genre_scores_gemma":[0.9980109,0.0008009407,0.0002877452,0.0003126691,0.00004213095,0.0001978187,0.000108414,0.00008382074,0.0001555469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06140317,"threshold_uncertainty_score":0.9998681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343283279459421,"score_gpt":0.2659841496035351,"score_spread":0.2425513168089408,"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."}}