{"id":"W2944774461","doi":"10.1016/j.mcna.2019.03.001","title":"Depression and Menopause","year":2019,"lang":"en","type":"review","venue":"Medical Clinics of North America","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Providence Health Care","funders":"Ontario Brain Institute","keywords":"Menopause; Medicine; Depression (economics); Luteal phase; Vulnerability (computing); Mood; Postpartum depression; Menstrual cycle; Psychiatry; Gynecology; Pregnancy; Obstetrics; Hormone; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007331815,0.0009124659,0.001965531,0.004908032,0.0004213907,0.001584062,0.0007683837,0.001223923,0.01107405],"category_scores_gemma":[0.002103655,0.0004213549,0.0006894854,0.005309583,0.0004738356,0.001257089,0.001165024,0.001544222,0.001881227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008773002,"about_ca_system_score_gemma":0.002800137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005239321,"about_ca_topic_score_gemma":0.01905572,"domain_scores_codex":[0.9996886,0.00006645264,0.00008251084,0.0000500952,0.00007913875,0.00003329063],"domain_scores_gemma":[0.9992552,0.0003105233,0.0002202612,0.0000177991,0.0001216585,0.00007451129],"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":[0.0001432793,0.00007876835,0.0005115653,0.05434945,0.0002600872,0.0001014811,0.0001100106,0.0001008063,0.0002823688,0.001150042,0.0565976,0.8863145],"study_design_scores_gemma":[0.0002100696,0.0002852996,0.00719824,0.05968063,0.002074284,0.001330378,0.000312103,0.0001021043,0.0001414124,0.001471002,0.9271541,0.00004041638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004777117,0.9990715,0.00000997696,0.0001791907,0.0002038395,0.000004143417,0.0000203435,0.000002359086,0.0004609403],"genre_scores_gemma":[0.0006948541,0.9980193,0.00004655849,0.0004672109,0.0002835789,0.000007149884,0.00003082751,7.279463e-7,0.0004498195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01107405,"threshold_uncertainty_score":0.03704631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06933959475076124,"score_gpt":0.4371024721124187,"score_spread":0.3677628773616575,"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."}}