{"id":"W4403910066","doi":"10.1101/2024.10.28.24316270","title":"Untangling age and menopausal status reveals no effect of menopause on white matter hyperintensity volume","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; McGill University","funders":"","keywords":"Menopause; Hyperintensity; Volume (thermodynamics); White (mutation); Medicine; Gerontology; Internal medicine; Demography; Sociology; Physics; Biology; Magnetic resonance imaging; Radiology","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":[0.002123931,0.0002684657,0.0003893439,0.0002952458,0.0003239342,0.00047379,0.0004448807,0.0003936306,0.004047927],"category_scores_gemma":[0.007628491,0.0002090269,0.0009979988,0.0003117191,0.0004310236,0.0006356415,0.0004065425,0.0003944154,0.0003823632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417932,"about_ca_system_score_gemma":0.000400778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190281,"about_ca_topic_score_gemma":0.003437617,"domain_scores_codex":[0.999218,0.0003080051,0.00005898731,0.0002410083,0.00008834985,0.00008568308],"domain_scores_gemma":[0.9959253,0.001923874,0.0008415104,0.0008061557,0.0001950992,0.000308053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007897886,0.0002159825,0.941627,0.0002190839,0.002068759,0.0004829235,0.0006449645,0.0002469375,0.01565844,0.0002866536,0.001648576,0.02900285],"study_design_scores_gemma":[0.00003257348,0.0005062276,0.9972174,0.00001471725,0.0002866383,0.000138397,0.00008867471,0.0002122936,0.0005040803,0.0002402809,0.0007539493,0.000004669993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946954,0.001625623,0.001502168,0.0002766939,0.00009937318,0.00002121137,0.0006777616,0.00003594366,0.001065857],"genre_scores_gemma":[0.9985883,0.00009290996,0.0003211931,0.0001099561,0.00002520375,0.00002162385,0.0002324534,0.00001312617,0.0005951936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004047927,"threshold_uncertainty_score":0.0135417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175375767011997,"score_gpt":0.3089695906532351,"score_spread":0.2872158329831152,"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."}}