{"id":"W3158497515","doi":"10.3389/fnagi.2021.679837","title":"A Proposed Hypothesis on Dementia: Inflammation, Small Vessel Disease, and Hypoperfusion Is the Sequence That Links All Harmful Lifestyles to Cognitive Impairment","year":2021,"lang":"en","type":"review","venue":"Frontiers in Aging Neuroscience","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Dementia; Disease; Cognition; Cognitive decline; Atrophy; Medicine; Psychology; Neuroscience; Gerontology; Internal medicine","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":[0.001088709,0.001219641,0.001522416,0.002861841,0.0004393708,0.001304272,0.001270262,0.002002506,0.003995294],"category_scores_gemma":[0.001385554,0.000209538,0.0008850245,0.00232939,0.001273161,0.002234939,0.0007794987,0.002207801,0.001219052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082533,"about_ca_system_score_gemma":0.002679506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417877,"about_ca_topic_score_gemma":0.00182535,"domain_scores_codex":[0.9997061,0.00008327697,0.00006007873,0.00005762929,0.0000694519,0.00002344121],"domain_scores_gemma":[0.9995329,0.0002625161,0.00007382895,0.00001328587,0.00009245559,0.0000249749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002606201,0.0001205092,0.0009046677,0.08796345,0.0006644208,0.0005941811,0.0004630962,0.0004934433,0.001612056,0.03685512,0.04958872,0.8204797],"study_design_scores_gemma":[0.0001002781,0.000363708,0.003384965,0.04285122,0.001186859,0.003343559,0.0007321906,0.0002789053,0.0007140735,0.03111515,0.9158697,0.0000595244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001967422,0.9950937,0.0003245221,0.002300817,0.0008774926,0.00001701881,0.00003562294,0.00001382542,0.001140322],"genre_scores_gemma":[0.001877273,0.9956625,0.0004350728,0.001024985,0.0004403989,0.00002114363,0.00003680941,0.000001582911,0.0005001944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003995294,"threshold_uncertainty_score":0.01336563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08256393481781964,"score_gpt":0.3164526429944305,"score_spread":0.2338887081766109,"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."}}