{"id":"W2756696141","doi":"10.7717/peerj.3839","title":"Slower EEG alpha generation, synchronization and “flow”—possible biomarkers of cognitive impairment and neuropathology of minor stroke","year":2017,"lang":"en","type":"article","venue":"PeerJ","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja","keywords":"Electroencephalography; Montreal Cognitive Assessment; Stroke (engine); Audiology; Alpha (finance); Psychology; Medicine; Cognition; Cardiology; Cognitive impairment; Neuroscience; Physics; Developmental psychology; Psychometrics","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":[0.0002057403,0.0003753024,0.0002241674,0.0009184285,0.0001351414,0.0002659799,0.000123943,0.0001490562,0.001564782],"category_scores_gemma":[0.001111644,0.00009390667,0.0001244868,0.0004242742,0.0002254856,0.0002510182,0.0001740277,0.000159725,0.0001738588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009451983,"about_ca_system_score_gemma":0.0001082949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005525824,"about_ca_topic_score_gemma":0.0006432615,"domain_scores_codex":[0.9999284,0.00001291872,0.00001211139,0.00001747076,0.00001350108,0.00001559105],"domain_scores_gemma":[0.9995739,0.00009426464,0.0002143313,0.0000231146,0.00004770485,0.0000467138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003001684,0.0002226648,0.8853027,0.0002102877,0.0001461174,0.001672229,0.0004988752,0.0004728156,0.04536848,0.0001805008,0.0002129813,0.06271065],"study_design_scores_gemma":[0.00001014475,0.0002996941,0.9975243,0.000003343402,0.00001597569,0.0009425006,0.00005042831,0.0001451462,0.0008174612,0.00008135702,0.0001066269,0.000003023798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985119,0.0002497316,0.0005074301,0.00001327924,0.000003843052,0.00001816955,0.0001055391,0.000009128602,0.0005809458],"genre_scores_gemma":[0.999253,0.000128795,0.0003140592,0.000007720121,0.0000171965,0.00001297085,0.0001295494,0.000001916154,0.0001347931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001564782,"threshold_uncertainty_score":0.005234659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467404978678199,"score_gpt":0.2806577166612155,"score_spread":0.2559836668744335,"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."}}