{"id":"W4385260030","doi":"10.21518/ms2023-207","title":"Analysis of cognitive characteristics in patients with arterial hypertension in middle and old age","year":2023,"lang":"en","type":"article","venue":"Meditsinskiy sovet = Medical Council","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurocognitive; Montreal Cognitive Assessment; Anxiety; Middle age; Neuropsychology; Depression (economics); Trail Making Test; Neuropsychological test; Hospital Anxiety and Depression Scale; Rehabilitation; Geriatric Depression Scale; Cognition; Physical therapy; Psychiatry; Internal medicine; Cognitive impairment; Depressive symptoms","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":[],"consensus_categories":[],"category_scores_codex":[0.0003766106,0.0001708872,0.000535892,0.000244051,0.00003884705,0.00001623122,0.0001267328,0.0001358622,0.0001112691],"category_scores_gemma":[0.006072473,0.0001193569,0.00004399003,0.001543121,0.0003295416,0.00007730207,0.00008585654,0.0002160196,0.00001420982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006050762,"about_ca_system_score_gemma":0.0001304857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102584,"about_ca_topic_score_gemma":0.0004826203,"domain_scores_codex":[0.9969819,0.0001395972,0.0003693162,0.0004734371,0.001712461,0.0003232429],"domain_scores_gemma":[0.9988747,0.0006063359,0.0001049914,0.0001382758,0.0001121471,0.0001635622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00183689,0.00271748,0.9752653,0.00005059122,0.0001148537,0.003333016,0.001264307,0.000003733235,0.0007440036,0.00008104625,0.0002000575,0.01438872],"study_design_scores_gemma":[0.004582229,0.0004892437,0.9930288,0.0001067039,0.0001210535,0.000001047541,0.00003658412,0.001252783,0.00005452532,0.0001159077,0.00008103508,0.0001301227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989333,0.000009095454,0.000003456719,0.0001955505,0.0002062324,0.0002390955,0.0001438782,0.00003038699,0.0002389867],"genre_scores_gemma":[0.9983184,0.0000926354,0.000002350384,0.001410206,0.00002081941,0.00002185879,0.00008091758,0.00001189817,0.00004086403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01776347,"threshold_uncertainty_score":0.7269756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06523563096046202,"score_gpt":0.2403713795857946,"score_spread":0.1751357486253326,"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."}}