{"id":"W3116104038","doi":"10.1002/mdc3.13143","title":"Modifiable Comorbidities Associated with Cognitive Decline in Parkinson's Disease","year":2020,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Avid Radiopharmaceuticals; Sanofi Genzyme; Allergan; Genentech; H. Lundbeck A/S; Servier; Voyager Therapeutics; Biogen; Celgene; National Institute of Neurological Disorders and Stroke; Verily Life Sciences; Teva Pharmaceutical Industries; Sanofi; GlaxoSmithKline; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; Michael J. Fox Foundation for Parkinson's Research","keywords":"Montreal Cognitive Assessment; Epworth Sleepiness Scale; Medicine; Cognitive decline; Mood; Depression (economics); Parkinson's disease; Internal medicine; Geriatric Depression Scale; REM sleep behavior disorder; Cohort; Body mass index; Cognition; Anxiety; Polysomnography; Disease; Psychiatry; Physical therapy; Cognitive impairment; Dementia; Depressive symptoms","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":[0.0005124347,0.0003440088,0.0003657174,0.0009188062,0.0003611214,0.0006688633,0.0002846892,0.0003563331,0.001363377],"category_scores_gemma":[0.002232056,0.0001175039,0.0006799592,0.0011847,0.0001307208,0.0002498104,0.0005236252,0.0004807897,0.0001116358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004320899,"about_ca_system_score_gemma":0.0004375214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009578502,"about_ca_topic_score_gemma":0.01657219,"domain_scores_codex":[0.9996313,0.00006569504,0.00006501436,0.00008819997,0.0001008375,0.00004891338],"domain_scores_gemma":[0.9985612,0.0002191031,0.0008332956,0.00006206265,0.0001597416,0.0001646559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011264,0.00001740708,0.9977527,0.00002658237,0.0001094788,0.00003205285,0.00001345543,0.00006851248,0.00007309731,0.00001165842,0.00005961518,0.001734343],"study_design_scores_gemma":[0.000003113784,0.00002668821,0.9995647,0.000008282545,0.00003829963,0.00007023665,0.000009572169,0.0001624853,0.00002419163,0.00002255745,0.00006841746,0.000001416326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942721,0.0024835,0.0002131339,0.00009213446,0.00001603609,0.0000206934,0.001977607,0.00001603711,0.0009088485],"genre_scores_gemma":[0.9987451,0.0001980648,0.0001645732,0.00001850873,0.00001158601,0.00000778608,0.0007428812,0.000001267958,0.0001102914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009578502,"threshold_uncertainty_score":0.01904547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05488087598902833,"score_gpt":0.3519591491150481,"score_spread":0.2970782731260197,"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."}}