{"id":"W3200068040","doi":"10.3389/fnagi.2021.727590","title":"Neurovascular Alterations in Vascular Dementia: Emphasis on Risk Factors","year":2021,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Neurovascular bundle; Dementia; Vascular dementia; Stroke (engine); Medicine; Neuroscience; Cognitive decline; Risk factor; Disease; Diabetes mellitus; Bioinformatics; Psychology; Internal medicine; Pathology; Biology; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001898603,0.0002704561,0.0002789925,0.0003403581,0.0003247623,0.0001816301,0.0004483371,0.00005445245,0.00002402401],"category_scores_gemma":[0.0013173,0.0002465082,0.0001664348,0.001551838,0.0001398159,0.0003264781,0.0001615738,0.0003771757,0.00001271475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006435224,"about_ca_system_score_gemma":0.00006364912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003576914,"about_ca_topic_score_gemma":0.00001081801,"domain_scores_codex":[0.9965076,0.0006376649,0.0003211669,0.001324495,0.0006014969,0.0006075403],"domain_scores_gemma":[0.9990197,0.0001302926,0.00009094351,0.0005676753,0.00001814594,0.0001731861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004455261,0.002835309,0.7742221,0.00002733435,0.00001412132,0.006649652,0.0004749873,0.0326448,0.1736933,0.002186267,0.0004098123,0.006797706],"study_design_scores_gemma":[0.00242169,0.0003723852,0.6942717,0.00006643512,0.00008115677,0.00002221972,0.000119915,0.03184637,0.2601251,0.005846597,0.004058842,0.000767654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907798,0.000125036,0.006276489,0.0002334357,0.001903539,0.0002752323,0.00002964349,0.00008236332,0.0002944531],"genre_scores_gemma":[0.9963327,0.0004496311,0.0006066652,0.002466384,0.0000157979,0.0000385873,0.000003123527,0.00002249122,0.00006463462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08643171,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611343184986264,"score_gpt":0.2559029080662965,"score_spread":0.2297894762164339,"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."}}