{"id":"W4412688395","doi":"10.1136/bmjph-2024-002120","title":"Associations of age at menopause, bilateral oophorectomy, hysterectomy and hormone replacement therapy with glycaemia and risk of dementia: a study based on the population-based UK Biobank cohort","year":2025,"lang":"en","type":"article","venue":"BMJ Public Health","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"H2020 European Research Council; Fonds National de la Recherche Luxembourg; European Commission","keywords":"Menopause; Medicine; Oophorectomy; Dementia; Hormone replacement therapy (female-to-male); Hysterectomy; Population; Cohort; Cohort study; Proportional hazards model; Gynecology; Surgical Menopause; Internal medicine; Obstetrics; Disease; Surgery","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":[0.001951774,0.0004492533,0.0009743766,0.0008594364,0.0006944239,0.001042134,0.0006303846,0.0007083957,0.00163502],"category_scores_gemma":[0.004059738,0.0007975503,0.001161219,0.002437906,0.000458598,0.0006764109,0.0008617669,0.0007728014,0.0003036703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007986157,"about_ca_system_score_gemma":0.0007761584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04267441,"about_ca_topic_score_gemma":0.04102193,"domain_scores_codex":[0.9984069,0.0005393523,0.0002014649,0.0004590571,0.0002383237,0.0001549191],"domain_scores_gemma":[0.9971529,0.0004993268,0.001169013,0.0005955157,0.0002659743,0.000317195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006648648,0.00007317271,0.9967931,0.00004861192,0.0004044852,0.0001034508,0.0003033969,0.00003363725,0.0002657633,0.00002046555,0.0003150637,0.0009740714],"study_design_scores_gemma":[0.00006446381,0.0001107582,0.9990724,0.00001914582,0.0001246445,0.0001546607,0.0001091218,0.00008382135,0.00002537352,0.00001423454,0.0002146514,0.000006688683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966174,0.0006674089,0.0001529445,0.00006216137,0.00001313486,0.00004663003,0.002232778,0.00000448991,0.0002030752],"genre_scores_gemma":[0.9968189,0.0003940393,0.0002669111,0.00008770073,0.00001692444,0.00009742392,0.002039618,0.000003974685,0.0002746159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04267441,"threshold_uncertainty_score":0.08485204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0469903977723198,"score_gpt":0.3523030232545586,"score_spread":0.3053126254822388,"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."}}