{"id":"W4390539277","doi":"10.1038/s41531-023-00602-0","title":"Resting-state EEG measures cognitive impairment in Parkinson’s disease","year":2024,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs; National Institute of Neurological Disorders and Stroke; U.S. Department of Health and Human Services","keywords":"Montreal Cognitive Assessment; Cognition; Electroencephalography; Parkinson's disease; Audiology; Cognitive decline; Psychology; Neuroscience; Medicine; Disease; Cognitive impairment; Internal medicine; Dementia","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":[0.0005966099,0.0006780167,0.000425653,0.0007558427,0.000105281,0.0006189189,0.0002746798,0.0003490454,0.001266676],"category_scores_gemma":[0.003049573,0.0001407484,0.0003737927,0.0005404209,0.0001505117,0.0003507357,0.0003338798,0.0003353278,0.0002334835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472931,"about_ca_system_score_gemma":0.0001849742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176999,"about_ca_topic_score_gemma":0.002346377,"domain_scores_codex":[0.9997585,0.00006725233,0.00003147503,0.00006561223,0.00006219469,0.00001492217],"domain_scores_gemma":[0.9993421,0.000289742,0.0001332825,0.00006041619,0.0001392359,0.00003508458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003647805,0.0007615123,0.4401753,0.001027659,0.001771716,0.0006407166,0.0004141246,0.0313051,0.1206516,0.000877542,0.003100599,0.3956262],"study_design_scores_gemma":[0.0001200851,0.001318963,0.8290905,0.00006867523,0.0003261775,0.001340047,0.0001205229,0.1385256,0.02526939,0.002125523,0.001606007,0.0000885133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069754,0.001035876,0.08755624,0.00008956704,0.0000505936,0.0001563488,0.001975661,0.0006487744,0.001511378],"genre_scores_gemma":[0.9775509,0.0002176075,0.0208702,0.00003006963,0.0000272281,0.00008018606,0.0008432164,0.00002709346,0.0003534491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001266676,"threshold_uncertainty_score":0.004237473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498192532734912,"score_gpt":0.2958005747520598,"score_spread":0.2608186494247107,"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."}}