{"id":"W4413056068","doi":"10.1002/alz.70454","title":"Cognitive and brain health in women with early bilateral salpingo‐oophorectomy: Implications for risk, resilience, and subjective cognitive decline","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Western University; Baycrest Hospital; Douglas Mental Health University Institute; Toronto Metropolitan University; University of Toronto; University Health Network; North York General Hospital; University of Northern British Columbia; Women's College Hospital","funders":"Canadian Institutes of Health Research; Canadian Cancer Society; Consortium canadien en neurodégénérescence associée au vieillissement; McGill University","keywords":"Cognitive decline; Oophorectomy; Medicine; Brain size; Mood; Cognition; Magnetic resonance imaging; Risk factor; Logistic regression; Psychology; Oncology; Internal medicine; Clinical psychology; Psychiatry; Disease; Surgery; Hysterectomy; Dementia; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002036478,0.0001087776,0.0001546218,0.0003716819,0.0003641505,0.0003205696,0.0001440281,0.0001702405,0.001218039],"category_scores_gemma":[0.0009677011,0.00006749228,0.0002049049,0.0004332557,0.0002770968,0.0001594057,0.0002110303,0.0002396727,0.00006733966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006933589,"about_ca_system_score_gemma":0.0006645144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07457592,"about_ca_topic_score_gemma":0.143788,"domain_scores_codex":[0.9999331,0.000009277792,0.000004106925,0.0000118834,0.00001283011,0.00002876881],"domain_scores_gemma":[0.9997583,0.00003101564,0.0001044055,0.00001059366,0.00002914488,0.0000665085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009605749,0.00002974732,0.9964644,0.00001031387,0.00002715399,0.00008959069,0.0001334992,0.00003022684,0.0001299426,0.0000206294,0.00007963985,0.002888859],"study_design_scores_gemma":[0.000001241786,0.00002840636,0.9995789,0.000005411546,0.000007081436,0.00008541138,0.0001524104,0.00002938249,0.00001948672,0.00002398058,0.00006716008,0.00000108899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989544,0.0003431093,0.00001694074,0.0001027007,0.000002668676,0.00000404818,0.0002010705,9.478883e-7,0.0003740736],"genre_scores_gemma":[0.9997048,0.00009363185,0.00001852879,0.00001524861,0.000002319911,0.00000140992,0.00006189726,2.119708e-7,0.0001019593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07457592,"threshold_uncertainty_score":0.1482837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573516076321125,"score_gpt":0.3503696567395948,"score_spread":0.3246344959763836,"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."}}