{"id":"W2135119205","doi":"","title":"Special issues in the management of depression in women.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Venlafaxine; Premenstrual dysphoric disorder; Depression (economics); Antidepressant; Management of depression; Psychiatry; Menopause; Estrogen; Pregnancy; Medicine; Major depressive disorder; Psychology; Psychological intervention; Menstrual cycle; Internal medicine; Mood; Hormone; Anxiety; Alternative 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":[0.003047079,0.0009888008,0.00141208,0.0008861519,0.001312655,0.002027858,0.001114452,0.009715645,0.05305725],"category_scores_gemma":[0.01319932,0.0003955105,0.000994819,0.0008541148,0.001047265,0.002444918,0.001606936,0.004729812,0.0169458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007503304,"about_ca_system_score_gemma":0.002245173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006142342,"about_ca_topic_score_gemma":0.002622626,"domain_scores_codex":[0.997858,0.0007059071,0.0003574497,0.000187448,0.0006804329,0.0002107993],"domain_scores_gemma":[0.9906011,0.002807465,0.0008805693,0.0003836704,0.00211435,0.00321277],"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":[0.00005367126,0.0001054212,0.0008743943,0.001084704,0.00001443574,0.001941839,0.0002886812,0.00006304455,0.0002598492,0.0009147495,0.803158,0.1912413],"study_design_scores_gemma":[0.00003241995,0.00009825764,0.002351714,0.0009459835,0.00001817575,0.00711777,0.0002823804,0.00004652215,0.0000412478,0.001551968,0.9875019,0.0000117786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.002405423,0.186604,0.001608881,0.3454215,0.3670782,0.0003802644,0.0001601009,0.0003177412,0.096024],"genre_scores_gemma":[0.0112542,0.1189952,0.00233776,0.1317326,0.6500937,0.0003215925,0.000206854,0.00009613397,0.08496197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05305725,"threshold_uncertainty_score":0.1774942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094673138832494,"score_gpt":0.2802944667081072,"score_spread":0.2593477353197823,"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."}}