{"id":"W4385852315","doi":"10.1016/j.heliyon.2023.e19050","title":"Ageing perspective on cognitive outcomes from ancillary reproductive hormone adjustments","year":2023,"lang":"en","type":"review","venue":"Heliyon","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"University of Greenwich; Univerzita Karlova v Praze","keywords":"Menopause; Dementia; Cognition; Medicine; Cognitive decline; Cognitive reserve; Ageing; Gerontology; Hormone therapy; Oophorectomy; Psychology; Bioinformatics; Psychiatry; Disease; Endocrinology; Biology; Internal medicine; Hysterectomy; Cancer; 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":[0.0008771744,0.0006513468,0.001191564,0.001796686,0.0001897806,0.0008286463,0.0005869936,0.0009631673,0.003000575],"category_scores_gemma":[0.001679644,0.0001734733,0.001017177,0.001396872,0.0004230707,0.0008159524,0.0005740544,0.001185877,0.0005987901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004900084,"about_ca_system_score_gemma":0.0009998074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319872,"about_ca_topic_score_gemma":0.00255488,"domain_scores_codex":[0.9996818,0.0000974943,0.0000671132,0.00004554461,0.00008492104,0.00002307639],"domain_scores_gemma":[0.9992686,0.0005084632,0.00009011209,0.00001547295,0.00009775307,0.00001961086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001659496,0.00005425265,0.0002958477,0.05364296,0.0004295704,0.0001215173,0.000107985,0.0002232824,0.0006583609,0.003195176,0.01115855,0.9299465],"study_design_scores_gemma":[0.00007212404,0.0003526146,0.004545027,0.04552381,0.001610183,0.002315086,0.0002083238,0.0001574017,0.0007794249,0.004482187,0.9399083,0.00004555822],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000847939,0.9993825,0.0000278126,0.0001268806,0.00006393217,0.000001624015,0.000009643821,0.000001719339,0.0003010761],"genre_scores_gemma":[0.001248451,0.998156,0.00008325378,0.0001897011,0.0001282294,0.000005375767,0.00001735299,7.387659e-7,0.0001709035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003000575,"threshold_uncertainty_score":0.01003796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1540485672580497,"score_gpt":0.4257993858551506,"score_spread":0.2717508185971009,"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."}}