{"id":"W2164997120","doi":"10.3389/fnagi.2014.00148","title":"A systematic review of type 2 diabetes mellitus and hypertension in imaging studies of cognitive aging: time to establish new norms","year":2014,"lang":"en","type":"review","venue":"Frontiers in Aging Neuroscience","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heart and Stroke Foundation; University of Toronto; Sunnybrook Health Science Centre; Baycrest Hospital","funders":"Canadian Institutes of Health Research; Alzheimer Society","keywords":"Cognition; Neuroimaging; Type 2 Diabetes Mellitus; Cognitive decline; Functional magnetic resonance imaging; Inclusion and exclusion criteria; Medicine; Magnetic resonance imaging; Positron emission tomography; Psychology; Type 2 diabetes; Stroke (engine); Diabetes mellitus; Clinical psychology; Cognitive psychology; Gerontology; Psychiatry; Neuroscience; Internal medicine; Dementia; Pathology; Alternative medicine; Disease; 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":[0.001857992,0.0003217427,0.003345759,0.0009901911,0.00003445106,0.00002710653,0.0002731411,0.00004418683,0.000005143497],"category_scores_gemma":[0.007904973,0.0002342751,0.0001441222,0.001854195,0.0003117247,0.0001455865,0.0002837443,0.0003027951,0.000005980512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008699889,"about_ca_system_score_gemma":0.0002949702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000118234,"about_ca_topic_score_gemma":5.036393e-7,"domain_scores_codex":[0.9968468,0.0004096768,0.001047335,0.0006247645,0.0006260649,0.0004453493],"domain_scores_gemma":[0.9982617,0.000510797,0.0004402872,0.0003032996,0.0003136905,0.0001702469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006371148,0.00007208416,0.002844383,0.8885656,0.000038529,0.00005344528,0.0001655519,1.093312e-7,0.00003133453,7.071175e-7,0.0009687998,0.1072531],"study_design_scores_gemma":[0.0003503141,0.0002214431,0.0004451211,0.9940132,0.0009788852,0.00002937653,0.0001408069,0.000159601,0.00002772628,0.00001209753,0.003413184,0.0002082525],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005341322,0.9962793,0.0001171798,0.0001380773,0.0002684759,0.002550397,0.000006114647,0.00001290016,0.00009341575],"genre_scores_gemma":[0.0005502643,0.9980132,0.0002846377,0.0006394402,0.00001833289,0.00006486464,0.000008030151,0.00002705685,0.0003941477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1070448,"threshold_uncertainty_score":0.9553461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506241507899381,"score_gpt":0.3451024762209802,"score_spread":0.3100400611419863,"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."}}