{"id":"W3131749333","doi":"10.1038/s41531-021-00158-x","title":"Timing variability and midfrontal ~4 Hz rhythms correlate with cognition in Parkinson’s disease","year":2021,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Aging; Roy J. Carver Charitable Trust","keywords":"Cognition; Electroencephalography; Psychology; Audiology; Neuroscience; Parkinson's disease; Montreal Cognitive Assessment; Working memory; Neuromodulation; Cognitive decline; Disease; Medicine; Dementia; Cognitive impairment; Internal medicine; Central nervous system","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":[0.000179738,0.0002725903,0.0002052434,0.0004764948,0.0001110749,0.0003133024,0.00009460621,0.0002077818,0.0005891235],"category_scores_gemma":[0.001382628,0.00008973263,0.000127485,0.0002807908,0.0001705881,0.0001717595,0.0002228078,0.0001975769,0.00006852029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263957,"about_ca_system_score_gemma":0.00007321378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386488,"about_ca_topic_score_gemma":0.001955644,"domain_scores_codex":[0.9999278,0.00001450328,0.00001285026,0.00001849415,0.0000177465,0.000008595676],"domain_scores_gemma":[0.9993868,0.000152736,0.0003459938,0.00003310887,0.0000449076,0.00003651062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001826631,0.0001080506,0.9339192,0.0000663476,0.000196153,0.0004058847,0.0003050325,0.0005698304,0.02807189,0.00006059904,0.0001256133,0.0343448],"study_design_scores_gemma":[0.00000459617,0.00009174954,0.9987437,0.000002473951,0.00001771896,0.0002422996,0.00003382676,0.000283292,0.0004735949,0.00005531082,0.00004863144,0.000002863013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992094,0.0002266068,0.0002683802,0.00001288692,0.000001791257,0.000002492109,0.00005756309,0.000005997331,0.0002148295],"genre_scores_gemma":[0.999553,0.00008090412,0.000195843,0.00000611488,0.000004200019,0.000002260039,0.00007840269,0.000001282314,0.00007787347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386488,"threshold_uncertainty_score":0.002756774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178049468753551,"score_gpt":0.2638835902603384,"score_spread":0.2321030955728028,"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."}}