{"id":"W1593052352","doi":"10.1159/000209605","title":"Managing Depression and Anxiety during the Menopausal Transition and Beyond: The Window of Vulnerability","year":2009,"lang":"en","type":"book-chapter","venue":"Key issues in mental health (Online)/Key issues in mental health (Print)","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Depression (economics); Anxiety; Population; Psychology; Vasomotor; Menopause; Medicine; Serotonergic; Psychiatry; Internal medicine; Serotonin","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":[0.0008698062,0.0001978472,0.0003727462,0.000428252,0.0006411206,0.001163614,0.000354192,0.001163671,0.004425963],"category_scores_gemma":[0.001967771,0.0001192995,0.0002474515,0.0003770233,0.0006519926,0.001524435,0.001158082,0.001888722,0.0006381904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000904131,"about_ca_system_score_gemma":0.001915555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332496,"about_ca_topic_score_gemma":0.004979413,"domain_scores_codex":[0.9996316,0.0001526834,0.00003025094,0.00003323544,0.00008504751,0.00006705143],"domain_scores_gemma":[0.9994544,0.0002467156,0.0000682961,0.00001212095,0.000100545,0.0001179142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001582925,0.00009272443,0.004797752,0.005321682,0.00006024712,0.0009154898,0.003518349,0.00008600202,0.001057334,0.01044263,0.1136153,0.8599343],"study_design_scores_gemma":[0.00002509183,0.0002150454,0.01553578,0.00797694,0.00007854883,0.002827132,0.00459699,0.00005991475,0.0003270944,0.01005741,0.9582719,0.00002810329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004921404,0.8971228,0.0004507991,0.08379502,0.002763391,0.00004041197,0.00008823368,0.00003409486,0.01078382],"genre_scores_gemma":[0.04896173,0.9234771,0.001115359,0.01609679,0.00404124,0.00005794931,0.00007912502,0.00001359224,0.006157229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004425963,"threshold_uncertainty_score":0.01480633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087139585200624,"score_gpt":0.3509281480231683,"score_spread":0.330056752171162,"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."}}