{"id":"W4416713835","doi":"10.1016/j.atherosclerosis.2025.120587","title":"Lipid changes in females with familial hypercholesterolemia during the menopausal transition period","year":2025,"lang":"en","type":"article","venue":"Atherosclerosis","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Familial hypercholesterolemia; Period (music); Transition (genetics); Menopause; Post menopausal","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001195381,0.0001397936,0.000254941,0.000457361,0.0003466283,0.0002859963,0.00007741938,0.000239157,0.001220469],"category_scores_gemma":[0.0005212305,0.0001075143,0.0002059744,0.0004042086,0.0001187476,0.0001531319,0.0001591292,0.0002047147,0.0001319232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190662,"about_ca_system_score_gemma":0.0001523321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004125261,"about_ca_topic_score_gemma":0.005404565,"domain_scores_codex":[0.9999458,0.00001034023,0.000003995703,0.00001071096,0.000008957007,0.00002018828],"domain_scores_gemma":[0.9998801,0.00001527565,0.00005263342,0.000004691939,0.00001384518,0.00003342643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002437789,0.00019305,0.9834806,0.00002800701,0.00005300503,0.001918644,0.0004834787,0.00002669597,0.003351684,0.00002920398,0.0001809532,0.007816918],"study_design_scores_gemma":[0.000008560344,0.0001853242,0.9986612,0.000002766979,0.00001704894,0.0005549646,0.0003217274,0.00001813255,0.00006950559,0.00001023308,0.0001485944,0.000002034265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992132,0.0003013287,0.00001416858,0.00003577942,0.000005524631,0.000003079598,0.00007587994,0.00000127226,0.0003496655],"genre_scores_gemma":[0.9993507,0.0001931158,0.00001850362,0.00002366379,0.00001151093,0.000003139572,0.00007852075,7.064957e-7,0.0003200564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004125261,"threshold_uncertainty_score":0.008202493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146553337248694,"score_gpt":0.2895240114138399,"score_spread":0.258058478041353,"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."}}