{"id":"W2001203102","doi":"10.1586/14737175.7.11s.s157","title":"Role of psychiatric comorbidity on cognitive function during and after the menopausal transition","year":2007,"lang":"en","type":"review","venue":"Expert Review of Neurotherapeutics","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cognition; Comorbidity; Mood; Anxiety; Psychiatry; Psychology; Clinical psychology; Menopause; Depression (economics); Cognitive decline; Mood disorders; Medicine; Disease; Dementia; Internal medicine","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":[0.0005156809,0.0004261134,0.001373083,0.0008411326,0.0001691748,0.0004738911,0.000496843,0.0005389703,0.002048617],"category_scores_gemma":[0.001057643,0.0001272171,0.0006557119,0.001183972,0.000141934,0.0003242423,0.0002847945,0.0004080112,0.0002394698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818989,"about_ca_system_score_gemma":0.001159184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002732623,"about_ca_topic_score_gemma":0.006245022,"domain_scores_codex":[0.9998025,0.00006463107,0.0000381753,0.00002780985,0.0000491962,0.00001762943],"domain_scores_gemma":[0.9996015,0.0002268019,0.00009498611,0.000006046988,0.00005512742,0.00001543683],"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":[0.0002354848,0.00006015846,0.002438971,0.04117385,0.0009151318,0.0006213268,0.00008824062,0.0002405813,0.0006856089,0.0005404032,0.007607434,0.9453928],"study_design_scores_gemma":[0.0005560771,0.001414155,0.1184243,0.1235413,0.01262479,0.01913626,0.001148816,0.0007922566,0.002457822,0.003325855,0.7164478,0.0001306102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004567475,0.9990684,0.00001948335,0.00009677808,0.00002736948,0.000003093061,0.00001663339,0.000001263221,0.0003102672],"genre_scores_gemma":[0.00371295,0.9959329,0.00006547682,0.00009828767,0.00004504415,0.000005712185,0.00002529287,3.138201e-7,0.0001140104],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002732623,"threshold_uncertainty_score":0.006853282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06945833838615946,"score_gpt":0.4053287494453573,"score_spread":0.3358704110591978,"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."}}