{"id":"W2006693696","doi":"10.1016/j.psyneuen.2007.10.006","title":"From menarche to menopause: Exploring the underlying biology of depression in women experiencing hormonal changes","year":2007,"lang":"en","type":"review","venue":"Psychoneuroendocrinology","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Menopause; Depression (economics); Context (archaeology); Major depressive disorder; Mood; Psychology; Population; Menarche; Vasomotor; Medicine; Estrogen; Clinical psychology; Psychiatry; Internal medicine; Biology","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":[0.0005599214,0.0005980939,0.001833327,0.001236864,0.0002225973,0.0008371861,0.0008905364,0.0009975942,0.00157174],"category_scores_gemma":[0.001022981,0.0002316489,0.0005396072,0.001624273,0.0003645447,0.0008499127,0.0004636914,0.001224636,0.0005424847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004903465,"about_ca_system_score_gemma":0.001238006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265708,"about_ca_topic_score_gemma":0.007613817,"domain_scores_codex":[0.9998652,0.00003059261,0.00002157634,0.00002745036,0.0000445735,0.00001061929],"domain_scores_gemma":[0.9995878,0.0002341088,0.00007469422,0.000006360492,0.00007267405,0.00002428618],"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":[0.0001719159,0.00007786222,0.0009949991,0.01994485,0.000236649,0.0002400762,0.0001299671,0.0001588085,0.0008744473,0.0007879315,0.009564502,0.966818],"study_design_scores_gemma":[0.0002371955,0.0008361113,0.03482052,0.02939654,0.00200439,0.006397139,0.001194338,0.0003871488,0.001141356,0.005782041,0.9177045,0.0000987873],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001765073,0.9993636,0.00003325915,0.0002013808,0.0000530766,0.000002767862,0.000009171429,0.000001381567,0.000158863],"genre_scores_gemma":[0.0007431441,0.9989291,0.00006454947,0.0001050508,0.00005855667,0.000003643418,0.00001038294,2.587025e-7,0.00008534275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00265708,"threshold_uncertainty_score":0.005283177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3267717424927634,"score_gpt":0.4666592130219475,"score_spread":0.1398874705291842,"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."}}