{"id":"W4321015929","doi":"10.1101/2023.02.13.23285819","title":"Sex differences in risk factors, burden, and outcomes of cerebrovascular disease in Alzheimer’s disease populations","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Fondation Brain Canada; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; University of Southern California; Eli Lilly and Company; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Novartis Pharmaceuticals Corporation; Alzheimer Society; Bristol-Myers Squibb; National Institute on Aging; Alzheimer Society Research Program; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Dementia; Hyperintensity; Medicine; Cognition; Cognitive decline; Internal medicine; Vascular dementia; Diabetes mellitus; Risk factor; Disease; Effects of sleep deprivation on cognitive performance; Cardiology; Psychology; Psychiatry; Endocrinology; Magnetic resonance imaging","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":[0.0006957332,0.0001968472,0.0002726377,0.0006337427,0.0002936045,0.0005222278,0.0001871346,0.0002603701,0.001793362],"category_scores_gemma":[0.002267388,0.0001486068,0.0003726283,0.0005742076,0.0001513912,0.0003386295,0.0003365859,0.0002532295,0.0002013581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099105,"about_ca_system_score_gemma":0.0001358927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317596,"about_ca_topic_score_gemma":0.002493942,"domain_scores_codex":[0.9996704,0.0000914989,0.00004069865,0.00009664725,0.00004975283,0.00005098891],"domain_scores_gemma":[0.999074,0.0001769218,0.0004645199,0.00007535524,0.00009007393,0.0001192016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001094178,0.00002021977,0.9973121,0.000009869358,0.000114195,0.00005790678,0.00009893714,0.00001720487,0.0001350033,0.00003048218,0.0001081307,0.001986603],"study_design_scores_gemma":[0.000003901731,0.00003083139,0.9994862,0.00000455223,0.00002265596,0.0001280534,0.00009985199,0.00004456842,0.00002211434,0.00006891164,0.00008650985,0.000001712439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979706,0.0008658685,0.00006548009,0.00007875744,0.00001319857,0.000004030533,0.0004016853,0.000002667058,0.0005976284],"genre_scores_gemma":[0.9993154,0.0001909867,0.00003726143,0.0000268339,0.00001938231,0.000005622319,0.0002603018,0.000001592249,0.0001426423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002317596,"threshold_uncertainty_score":0.005999386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08409633010239391,"score_gpt":0.3529381378377867,"score_spread":0.2688418077353928,"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."}}