{"id":"W2084292448","doi":"10.4997/jrcpe.2011.121","title":"Vascular cognitive impairment: epidemiology, subtypes, diagnosis and management","year":2011,"lang":"en","type":"review","venue":"The Journal of the Royal College of Physicians of Edinburgh","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Heart and Stroke Foundation; University of Toronto; Sunnybrook Health Science Centre","funders":"H. Lundbeck A/S; Eisai; Heart and Stroke Foundation of Canada; University of Toronto; GlaxoSmithKline; Pfizer; Canadian Institutes of Health Research; Sunnybrook Research Institute; Bristol-Myers Squibb","keywords":"Dementia; Stroke (engine); Vascular dementia; Medicine; Hyperintensity; Covert; Cognition; Epidemiology; Delirium; Cognitive decline; Vascular disease; Disease; Cardiology; Magnetic resonance imaging; Physical medicine and rehabilitation; Intensive care medicine; Physical therapy; Internal medicine; Psychiatry; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002115201,0.0003856783,0.002634751,0.0001886938,0.00008789777,0.000002213746,0.0006141363,0.0001687122,0.0001662278],"category_scores_gemma":[0.0002365118,0.0001973654,0.001963995,0.0003580521,0.0005546824,0.00002832447,0.000289729,0.0005042524,0.000001178727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000489,"about_ca_system_score_gemma":0.0001574438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006002,"about_ca_topic_score_gemma":0.000007694245,"domain_scores_codex":[0.99737,0.0004929239,0.001241358,0.0001943755,0.000409194,0.0002921629],"domain_scores_gemma":[0.9963195,0.0008208599,0.001921847,0.0005767786,0.0002792572,0.00008176897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006648022,0.002089816,0.001229635,0.01825091,0.02548433,0.00003086594,0.0009218905,0.00005535619,6.95634e-7,0.0005595029,0.1006021,0.8501101],"study_design_scores_gemma":[0.003593782,0.002235814,0.003730525,0.07023314,0.06130955,0.0001588001,0.001352862,0.00001633088,0.00004102177,0.001850345,0.8549909,0.0004869306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00113665,0.9945613,0.00003974598,0.0002271551,0.0003915519,0.001466986,0.0001090187,0.000003538018,0.002064089],"genre_scores_gemma":[0.003224051,0.9954088,0.0001121118,0.0001380314,0.0002531939,0.00002343632,0.000004347556,0.00003704027,0.0007989512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8496232,"threshold_uncertainty_score":0.8048328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361263661248459,"score_gpt":0.3025762788250346,"score_spread":0.26896364221255,"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."}}