{"id":"W2943004574","doi":"10.1016/j.arr.2019.05.001","title":"Arterial stiffness and brain integrity: A review of MRI findings","year":2019,"lang":"en","type":"review","venue":"Ageing Research Reviews","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Concordia University; Université de Montréal; Polytechnique Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada First Research Excellence Fund; Fonds de recherche du Québec – Nature et technologies; Université de Montréal; Institut de Recherche Clinique De Montréal; Heart and Stroke Foundation of Canada; Canada Foundation for Innovation","keywords":"Arterial stiffness; Internal capsule; Neuroimaging; Cardiology; Corona radiata (embryology); Medicine; Corpus callosum; Cognition; Hyperintensity; Neuroscience; Internal medicine; White matter; Psychology; Magnetic resonance imaging; Radiology; Blood pressure","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01216137,0.0004131596,0.005522433,0.000498869,0.00009461374,0.0000429418,0.0002719963,0.0003193818,0.0002707435],"category_scores_gemma":[0.009654635,0.000290499,0.001775379,0.001239238,0.0001646257,0.0000922933,0.0003124305,0.0016168,0.0003678905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014796,"about_ca_system_score_gemma":0.00156028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006673469,"about_ca_topic_score_gemma":0.000003418384,"domain_scores_codex":[0.9931483,0.002778961,0.001637823,0.0007523127,0.001077174,0.0006053865],"domain_scores_gemma":[0.9965568,0.0007749067,0.0003931342,0.001321997,0.000456784,0.0004964161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001772998,0.00002746426,5.279596e-7,0.4727371,0.00008624198,0.00004579424,0.000007213477,2.925375e-10,0.000001507147,0.00002630962,0.01535191,0.5116982],"study_design_scores_gemma":[0.0003373241,0.00002957442,0.00003865462,0.4317477,0.001107075,0.0001040917,0.000002109298,3.627965e-7,7.683228e-8,0.00001330545,0.5665041,0.0001156855],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000181308,0.9895534,0.00002468833,0.0004480591,0.0002068815,0.008981714,0.00003492788,0.00002080446,0.0007113946],"genre_scores_gemma":[8.802528e-7,0.997301,0.0001537276,0.0003270457,0.0003778067,0.0005928502,0.0003644823,0.00006039928,0.0008217734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5511522,"threshold_uncertainty_score":0.9999547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2212347816250062,"score_gpt":0.4954977399414855,"score_spread":0.2742629583164793,"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."}}