{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0426622,0.001509721,0.01145258,0.01660961,0.00120115,0.005345139,0.003621056,0.003259114,0.003806555],"category_scores_gemma":[0.1740974,0.001753366,0.008073771,0.01831977,0.002103915,0.005655871,0.00297384,0.002137585,0.000420807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007964255,"about_ca_system_score_gemma":0.03154603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01586567,"about_ca_topic_score_gemma":0.0576652,"domain_scores_codex":[0.9587537,0.01390559,0.01941484,0.001974506,0.005335101,0.0006163052],"domain_scores_gemma":[0.8006554,0.149072,0.02670141,0.003226535,0.01886824,0.00147637],"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":[0.000127839,0.000008774139,0.0008570543,0.9469035,0.005919526,0.000121503,0.0004714365,0.00007045034,0.0001311747,0.0004723724,0.002736271,0.04218013],"study_design_scores_gemma":[0.00009254257,0.00006159099,0.002174572,0.9604579,0.01894411,0.0001333823,0.0003109326,0.00004613541,0.00006445385,0.0004189887,0.01727005,0.00002537326],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006205624,0.9967024,0.0003036193,0.00106654,0.0004046191,0.0003518685,0.0003059455,0.00001001898,0.0002344853],"genre_scores_gemma":[0.0110344,0.9825203,0.002242487,0.0023164,0.0002199269,0.001268714,0.000262767,0.00001253423,0.0001224981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0426622,"threshold_uncertainty_score":0.2256219,"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."}}