{"id":"W2944185558","doi":"10.1016/j.parkreldis.2019.05.009","title":"Predictors of health-related quality of life in Parkinson's disease","year":2019,"lang":"en","type":"article","venue":"Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"Edmond J. Safra Philanthropic Foundation; Virginia Commonwealth University; U.S. Department of Defense; Virginia Department for the Aging; National Institutes of Health; U.S. Department of Health and Human Services; Eisai; Merck","keywords":"Apathy; Quality of life (healthcare); Anxiety; Parkinson's disease; Depression (economics); Excessive daytime sleepiness; Epworth Sleepiness Scale; Psychology; Disease; Pittsburgh Sleep Quality Index; Medicine; Psychiatry; Clinical psychology; Sleep disorder; Physical therapy; Cognition; Polysomnography; Internal medicine; Sleep quality","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":[0.0008294295,0.0003286466,0.0004381331,0.0008061189,0.0005360094,0.00105159,0.0004027589,0.0008514167,0.002287213],"category_scores_gemma":[0.004726763,0.0002227285,0.001075557,0.00120494,0.000372324,0.0006715821,0.0007776757,0.001287894,0.0002468449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429526,"about_ca_system_score_gemma":0.0004199338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007299616,"about_ca_topic_score_gemma":0.007788912,"domain_scores_codex":[0.9994972,0.0001468286,0.00008553832,0.00006453176,0.00009267766,0.0001131566],"domain_scores_gemma":[0.9963579,0.0008533835,0.001559361,0.0001156178,0.0003557673,0.0007579821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006392568,0.00002846411,0.9991277,0.000006922784,0.00006227155,0.00002361894,0.00001662008,0.00005729348,0.00002118182,0.00001171279,0.00004768632,0.0005326617],"study_design_scores_gemma":[0.000002558244,0.00004056108,0.9994611,0.000006208016,0.00002383553,0.00005667175,0.00007212721,0.0002405176,0.0000118366,0.00003635012,0.00004513687,0.000003053603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968718,0.001084589,0.00008514051,0.0002164911,0.0000213384,0.000006987179,0.00069685,0.000005152076,0.001011669],"genre_scores_gemma":[0.9993283,0.0001514601,0.00004184613,0.00001678819,0.0000154945,0.000002440545,0.0003370967,8.784212e-7,0.0001057838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007299616,"threshold_uncertainty_score":0.01451421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591600200061728,"score_gpt":0.2695901743379751,"score_spread":0.2536741723373578,"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."}}