{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003961214,0.0001209489,0.0001780045,0.0004539696,0.0003165292,0.0004173315,0.0001797532,0.000281525,0.002446761],"category_scores_gemma":[0.001361565,0.0001483356,0.000224496,0.000569473,0.0001545439,0.0002890272,0.0004606661,0.000217915,0.0002818755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518309,"about_ca_system_score_gemma":0.0001547406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005721066,"about_ca_topic_score_gemma":0.008473213,"domain_scores_codex":[0.9998249,0.00003246392,0.00002152565,0.00006369094,0.00002302522,0.00003439259],"domain_scores_gemma":[0.9993679,0.0000608074,0.0003806197,0.00003646654,0.00007514621,0.00007899816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003891246,0.00002261144,0.9875444,0.00008109779,0.0001256205,0.0001446937,0.0003867731,0.00003267903,0.001213368,0.00006616718,0.0008449198,0.009148609],"study_design_scores_gemma":[0.000002316667,0.0000249758,0.9993754,0.00001009544,0.00000967203,0.00006676545,0.00006430478,0.00001018294,0.00003456091,0.00002069499,0.0003800339,9.779214e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940057,0.002925081,0.0001023939,0.0002133953,0.00001970369,0.00001219991,0.001735013,0.000008913603,0.0009776923],"genre_scores_gemma":[0.9972355,0.000859634,0.00009797244,0.0001067618,0.00003100622,0.00001911559,0.0007702011,0.000002656382,0.0008772713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005721066,"threshold_uncertainty_score":0.01137555,"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."}}