{"id":"W4390056247","doi":"10.3389/fgwh.2023.1320640","title":"Cardiometabolic health across menopausal years is linked to white matter hyperintensities up to a decade later","year":2023,"lang":"en","type":"article","venue":"Frontiers in Global Women s Health","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helse Sør-Øst RHF; Diabetes UK; Universitetet i Oslo; Fondation Leenaards; Norges Forskningsråd; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Natural Sciences and Engineering Research Council of Canada; European Commission; Wellcome Trust; Alzheimer's Society; British Heart Foundation; National Science Foundation","keywords":"Body mass index; Menopause; Medicine; Hyperintensity; Internal medicine; Cross-sectional study; Waist; Obesity; Endocrinology; Magnetic resonance imaging; Algorithm; Pathology; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001180489,0.0004116048,0.001487151,0.0005060136,0.0002728213,0.00009183553,0.0002092774,0.0001472567,0.0001100082],"category_scores_gemma":[0.00004556362,0.0003824227,0.000031423,0.002186883,0.00006762987,0.000106773,0.0001965187,0.000298118,0.001194793],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00391723,"about_ca_system_score_gemma":0.001091324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289062,"about_ca_topic_score_gemma":0.0001478735,"domain_scores_codex":[0.9947507,0.0001791939,0.0008785618,0.0007850339,0.0006630151,0.002743518],"domain_scores_gemma":[0.9964144,0.00001475376,0.0001540938,0.0006798058,0.00009257848,0.002644364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001495163,0.0001159215,0.329073,0.0006381703,0.0002578018,0.0001851571,0.04534692,0.00004861179,0.00001747111,0.00001069071,0.5957485,0.02706253],"study_design_scores_gemma":[0.003465424,0.003456464,0.7791812,0.0002572732,0.00001428356,0.00005964168,0.00536267,0.00002301854,0.000002606847,0.0001189132,0.2077784,0.0002800785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427899,0.001095069,0.0001518269,0.04972763,0.00262742,0.002120714,0.0009604473,0.0001966543,0.0003302937],"genre_scores_gemma":[0.8509382,0.0004647908,0.00456046,0.1379523,0.0002817461,0.0003052022,0.00009379683,0.00008610587,0.005317411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4501082,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559480795161549,"score_gpt":0.355833068014468,"score_spread":0.3302382600628525,"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."}}