{"id":"W4411157824","doi":"10.1192/bjp.2025.52","title":"One size does not fit all: how type of menopause and hormone therapy matters for brain health","year":2025,"lang":"en","type":"review","venue":"The British Journal of Psychiatry","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Menopause; Medicine; Dementia; Hormone therapy; Ageing; Psychological intervention; Disease; Gerontology; Life expectancy; Internal medicine; Psychiatry; Population; Breast cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01023447,0.0003955889,0.002336941,0.001430629,0.0007836602,0.004094197,0.001094782,0.001996655,0.008467746],"category_scores_gemma":[0.05035755,0.0003767546,0.002918661,0.002324706,0.001860367,0.004549149,0.001384614,0.001624006,0.0009799349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264576,"about_ca_system_score_gemma":0.005133225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004313545,"about_ca_topic_score_gemma":0.007345945,"domain_scores_codex":[0.9928522,0.003920334,0.001035139,0.0006877622,0.001209969,0.0002946491],"domain_scores_gemma":[0.9578101,0.03619028,0.002956229,0.0005696028,0.001891268,0.0005824736],"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":[0.001555901,0.000114185,0.0256564,0.1564899,0.00900923,0.0007822459,0.00451082,0.0003450256,0.0008620122,0.01557074,0.0605204,0.7245831],"study_design_scores_gemma":[0.0006842879,0.001095052,0.08088785,0.2834255,0.0216546,0.005200994,0.009927819,0.0005642181,0.0007959069,0.07941126,0.5160838,0.0002687744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003595895,0.9694354,0.0007409042,0.0197823,0.001518859,0.00006829987,0.00053731,0.00001670612,0.004304297],"genre_scores_gemma":[0.09080476,0.8841599,0.002093792,0.0176818,0.002762689,0.0002406016,0.0004953605,0.0000640682,0.001697085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01023447,"threshold_uncertainty_score":0.05412573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07512316403596585,"score_gpt":0.3931858340217289,"score_spread":0.318062669985763,"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."}}