{"id":"W3040009532","doi":"10.21886/2219-8075-2020-11-2-81-93","title":"Early detection of cognitive impairment in patients with hypertension and evaluation of treatment effectiveness according to EEG data","year":2020,"lang":"en","type":"article","venue":"Medical Herald of the South of Russia","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electroencephalography; Rhythm; Anxiety; Cognition; Medicine; Audiology; Cognitive impairment; Depression (economics); Absolute power; Psychology; Physical medicine and rehabilitation; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000438323,0.0002985587,0.0002793758,0.0008953981,0.0001260703,0.0002960957,0.0001295535,0.0002326562,0.001061938],"category_scores_gemma":[0.002217152,0.00006378861,0.0001933508,0.0003853343,0.0001226286,0.0002433451,0.0001359102,0.0001775627,0.0001751428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009534934,"about_ca_system_score_gemma":0.00009479107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006197802,"about_ca_topic_score_gemma":0.0006570447,"domain_scores_codex":[0.999693,0.0001314127,0.00003893333,0.00003984475,0.00006898134,0.00002778815],"domain_scores_gemma":[0.999124,0.0003033147,0.0003042136,0.00003874203,0.0001184237,0.0001113522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114603,0.0001528041,0.9817889,0.00005195012,0.00008706025,0.0001672872,0.00007085282,0.0001212047,0.001574517,0.00001258688,0.0001063589,0.01472037],"study_design_scores_gemma":[0.00001706157,0.0005903408,0.9980647,0.000009172919,0.00003056955,0.0003436347,0.00008591956,0.0004290281,0.0002964919,0.00002043614,0.0001079768,0.000004623002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981574,0.0005382721,0.0003315411,0.0000353454,0.000007888031,0.00001436759,0.000186428,0.00001025114,0.0007184105],"genre_scores_gemma":[0.99931,0.0001565873,0.0002083319,0.00001178759,0.0000203684,0.000009452612,0.000171155,0.000001008439,0.0001113127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001061938,"threshold_uncertainty_score":0.003552556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05518902225850806,"score_gpt":0.2870251866297081,"score_spread":0.2318361643712,"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."}}