{"id":"W2907094712","doi":"10.1371/journal.pone.0208517","title":"Alpha desynchronization during simple working memory unmasks pathological aging in cognitively healthy individuals","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Alexander Family Foundation","keywords":"Electroencephalography; Frontal lobe; Working memory; Alpha (finance); Quantitative electroencephalography; Pathological; Psychology; Neuroscience; Resting state fMRI; Cognition; Audiology; Medicine; Internal medicine; Developmental psychology; Internal consistency","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002865133,0.000148484,0.0002530923,0.0001654591,0.0001149807,0.00008933096,0.0002422022,0.00008088883,0.000112582],"category_scores_gemma":[0.0002517809,0.0001433841,0.00002934244,0.000349049,0.00005244979,0.0002216124,0.0001881407,0.0002973294,0.0001448892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007567248,"about_ca_system_score_gemma":0.00002989789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008174009,"about_ca_topic_score_gemma":0.000005525182,"domain_scores_codex":[0.9981879,0.0002457032,0.0002913071,0.0005031623,0.0003509987,0.0004209234],"domain_scores_gemma":[0.9992054,0.000414598,0.0001188719,0.0001633922,0.000028037,0.00006975201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004962086,0.00103224,0.2859605,0.0002032225,0.00001560909,0.00008706117,0.002160385,0.0002323213,0.706643,0.0001050552,0.0000129774,0.003497983],"study_design_scores_gemma":[0.001249718,0.0002220477,0.1076853,0.0006381188,0.00001387069,0.00001514957,0.000200917,0.002823116,0.8864332,0.0003801763,0.00002604061,0.0003123668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977638,0.00007137274,0.0001415452,0.0004109513,0.00007651439,0.0004123601,0.000007221748,0.0001355501,0.0009807558],"genre_scores_gemma":[0.9977475,0.00003113207,0.0006298107,0.001320134,0.0001183535,0.00001851008,0.000005706135,0.00002097917,0.0001079155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1797902,"threshold_uncertainty_score":0.5847035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08007225950407286,"score_gpt":0.2766482132093948,"score_spread":0.1965759537053219,"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."}}