{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001660344,0.0003379177,0.0002192996,0.0004225198,0.0001107867,0.0002160254,0.0001092217,0.0002235148,0.0007713318],"category_scores_gemma":[0.0005648499,0.00009609674,0.0001140517,0.0001761583,0.0001905777,0.0002055912,0.0001929376,0.0001515804,0.0001391793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006752634,"about_ca_system_score_gemma":0.0000460982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004949586,"about_ca_topic_score_gemma":0.0009233032,"domain_scores_codex":[0.9999477,0.000007366153,0.000005962932,0.00002043856,0.000009007049,0.000009471714],"domain_scores_gemma":[0.9998215,0.00003816161,0.00006289314,0.00002305494,0.00002212729,0.00003224138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004994752,0.0003713565,0.7423316,0.00008360923,0.0001657826,0.000993005,0.0007292578,0.0002979708,0.2198621,0.00006520572,0.0002027813,0.02990265],"study_design_scores_gemma":[0.000009096012,0.0002694886,0.9975569,0.000001222436,0.00001491826,0.0003200585,0.00005137034,0.0001440306,0.001543205,0.000037868,0.00004955431,0.000002221334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996263,0.00004487811,0.0001389238,0.000004924332,0.000001947998,0.000002745714,0.00004487173,0.000004193007,0.0001313056],"genre_scores_gemma":[0.9995798,0.00002996966,0.0001407993,0.000008114285,0.00000709752,0.000004984822,0.00008884233,0.000002344379,0.0001379924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007713318,"threshold_uncertainty_score":0.002580404,"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."}}