{"id":"W4220689770","doi":"10.1101/2022.03.29.22273099","title":"Association between central blood pressure, arterial stiffness and low cognitive scores in South African adults","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Arterial stiffness; Blood pressure; Cognition; Medicine; Pulse wave velocity; Demography; Pulse pressure; Cognitive decline; Association (psychology); Gerontology; Effects of sleep deprivation on cognitive performance; Cross-sectional study; Cohort; Internal medicine; Cardiology; Psychology; Cognitive impairment; Disease; Dementia; Psychiatry; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003814972,0.0001980459,0.0002052686,0.0005664239,0.0004125302,0.0004212304,0.0002046173,0.0002569996,0.002458517],"category_scores_gemma":[0.0009705413,0.0001754987,0.0001702194,0.0007434467,0.0001931546,0.0002292473,0.0003599449,0.0003244977,0.000131908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628725,"about_ca_system_score_gemma":0.0002690186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104154,"about_ca_topic_score_gemma":0.01246372,"domain_scores_codex":[0.99984,0.0000438218,0.0000194166,0.0000320252,0.00003069822,0.000033973],"domain_scores_gemma":[0.9995957,0.00006305103,0.0001989333,0.00002494103,0.00003868004,0.00007869835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005371196,0.00001997586,0.9985667,0.00001672937,0.00002381347,0.00006839075,0.0002188944,0.00000732251,0.0002871121,0.00001105426,0.00004330807,0.0006830693],"study_design_scores_gemma":[0.000001952875,0.00003146658,0.9995448,0.000006394087,0.00001012534,0.00008239628,0.0002079788,0.00002410835,0.00002819993,0.000009328083,0.00005237821,8.865309e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999474,0.0001516797,0.0000182491,0.00003303316,0.000002010862,0.000003121341,0.0001628791,6.795031e-7,0.0001543843],"genre_scores_gemma":[0.9996979,0.00007901287,0.00002868047,0.00001221503,0.000003790375,0.000004404571,0.00006769547,3.656276e-7,0.0001058812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01104154,"threshold_uncertainty_score":0.02195454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330770358501917,"score_gpt":0.261817294287217,"score_spread":0.2485095907021978,"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."}}