{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006113761,0.0003077842,0.0005725675,0.0000622712,0.0001030215,0.00004980561,0.0001169455,0.0001081358,0.0002662502],"category_scores_gemma":[0.006914757,0.0002580611,0.0001745296,0.0003799949,0.0001431615,0.0003725491,0.0001173954,0.000466614,0.00009780862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008535507,"about_ca_system_score_gemma":0.0002874811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002114625,"about_ca_topic_score_gemma":0.0001219015,"domain_scores_codex":[0.9971788,0.0003557364,0.0006530051,0.0006989283,0.0006786352,0.0004349228],"domain_scores_gemma":[0.9968777,0.001592818,0.0003516232,0.0002414334,0.0001672848,0.0007691296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01908641,0.01454076,0.9494628,0.0001022465,0.001337162,0.001832367,0.0002904373,0.0001786617,0.000006966035,0.0004970717,0.002958026,0.009707128],"study_design_scores_gemma":[0.02739192,0.003414429,0.8252511,0.000397912,0.001828374,0.000001029656,0.002070333,0.007840121,0.00002514613,0.003014815,0.1282114,0.0005534371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932106,0.00105413,0.00163816,0.05416499,0.0001682065,0.001824414,0.0002063049,0.000188394,0.008649458],"genre_scores_gemma":[0.9375468,0.0009123869,0.0006154833,0.06012457,0.00008461042,0.0001482771,0.0002926346,0.0000484109,0.0002268554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252534,"threshold_uncertainty_score":0.9999872,"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."}}