{"id":"W4285254425","doi":"10.1007/978-3-030-99596-6_9","title":"Menopause","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Menopause; Progestogen; Estrogen; Gynecology; Follicular phase; Postmenopausal women; Hormone replacement therapy (female-to-male); Obstetrics; Physiology; Endocrinology","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":[0.0002181356,0.0005751487,0.0003481939,0.0008826366,0.001145292,0.001648098,0.0005285733,0.001048255,0.2998537],"category_scores_gemma":[0.0006739962,0.000233245,0.0002838636,0.0007057508,0.0004244334,0.001215799,0.001329893,0.001399152,0.1673275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005553833,"about_ca_system_score_gemma":0.0008167303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692894,"about_ca_topic_score_gemma":0.006835635,"domain_scores_codex":[0.9998897,0.0000160158,0.000004982308,0.00002288852,0.00005299268,0.00001334233],"domain_scores_gemma":[0.9998872,0.0000232428,0.000005968216,0.0000157965,0.00004088123,0.00002689264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001848925,0.0000253522,0.00007867624,0.0001897131,0.000002542087,0.00008504318,0.0002813164,0.00006523093,0.0005745004,0.02330518,0.7510785,0.2242954],"study_design_scores_gemma":[0.000001223722,0.000005051575,0.00009245169,0.0000494453,7.935847e-7,0.00006903232,0.00002900791,0.000009021152,0.00003193254,0.001098664,0.9986123,0.000001051882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003091862,0.01146053,0.0007867487,0.002462876,0.003509469,0.00004886608,0.0002528785,0.0001605097,0.981009],"genre_scores_gemma":[0.000758327,0.003038279,0.0002527636,0.0008741961,0.000340513,0.00001754678,0.00008476854,0.00003249608,0.9946011],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2998537,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05451056888020277,"score_gpt":0.3233654529900976,"score_spread":0.2688548841098948,"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."}}