{"id":"W2995365728","doi":"10.1097/md.0000000000018357","title":"Beta wave enhancement neurofeedback improves cognitive functions in patients with mild cognitive impairment","year":2019,"lang":"en","type":"article","venue":"Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Institute of Oriental Medicine; Daejeon University; Clinical Trial Center, China Medical University Hospital","keywords":"Medicine; Neurofeedback; Cognitive flexibility; Cognition; Audiology; Dementia; Neurocognitive; Effects of sleep deprivation on cognitive performance; Cognitive training; Physical medicine and rehabilitation; Internal medicine; Electroencephalography; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003774354,0.0003563027,0.0005862474,0.0004464909,0.00008129221,0.00001570282,0.00007670155,0.00006862768,0.004079207],"category_scores_gemma":[0.0001056756,0.0002435451,0.00007431436,0.0006362527,0.0002862814,0.0001621259,0.00009875815,0.0004779755,0.0005783003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528524,"about_ca_system_score_gemma":0.0001622174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001356286,"about_ca_topic_score_gemma":0.00003611628,"domain_scores_codex":[0.9968935,0.0001139407,0.0004699309,0.0006795901,0.001140964,0.0007021357],"domain_scores_gemma":[0.9983947,0.0002273981,0.0001338203,0.0002545542,0.0006750252,0.000314527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005124181,0.002142024,0.9806024,0.0001897061,0.000292171,0.00007713559,0.000540686,1.147237e-7,0.0006811198,0.000009971348,0.0009858173,0.009354653],"study_design_scores_gemma":[0.0332336,0.01775019,0.9417046,0.001789518,0.0003605835,0.000007912543,0.002602459,0.00003449308,0.00184729,0.00001088094,0.0004138385,0.0002445891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787933,0.000141321,0.0001806762,0.001977155,0.0002832581,0.003987675,0.00003011578,0.00004473298,0.0145618],"genre_scores_gemma":[0.9888576,0.00003025005,0.00002736671,0.0019485,0.0001419015,0.0002483733,0.0005760096,0.00004450473,0.008125546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03889778,"threshold_uncertainty_score":0.9968312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431266047670158,"score_gpt":0.2778298693896546,"score_spread":0.263517208912953,"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."}}