{"id":"W2151552783","doi":"10.1111/jmwh.12678","title":"<scp>Depression During Pregnancy</scp>","year":2017,"lang":"en","type":"article","venue":"Journal of Midwifery & Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pregnancy; Venlafaxine; Edinburgh Postnatal Depression Scale; Antidepressant; Depression (economics); Psychiatry; Medicine; Antenatal depression; Major depressive disorder; Obstetrics; Depressive symptoms; Cognition","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":[0.001935524,0.001153085,0.003245172,0.0069402,0.0006196302,0.002589806,0.001360614,0.002225403,0.03072466],"category_scores_gemma":[0.01647293,0.0004326907,0.001593294,0.009854731,0.0007141287,0.002144885,0.001106793,0.001001041,0.002956375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003810434,"about_ca_system_score_gemma":0.007491103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01114029,"about_ca_topic_score_gemma":0.02018727,"domain_scores_codex":[0.9979714,0.0004562026,0.0007153489,0.0001134936,0.0006514426,0.00009212981],"domain_scores_gemma":[0.9868781,0.005053388,0.004744372,0.0001958259,0.002796037,0.0003321928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0002294753,0.00004234452,0.001217043,0.7023939,0.0007871927,0.0006648885,0.0001515999,0.0001476818,0.000544928,0.0008119113,0.08319671,0.2098123],"study_design_scores_gemma":[0.0002823577,0.0002156675,0.009090787,0.8354229,0.001766448,0.001552004,0.0001896722,0.0001464904,0.0002884401,0.00110172,0.1499081,0.00003532949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001615701,0.9655663,0.0002586474,0.008007885,0.003645146,0.002115525,0.003676919,0.00006247126,0.01505151],"genre_scores_gemma":[0.0123578,0.9672245,0.001120505,0.007490232,0.003544638,0.002050538,0.002279557,0.00002438358,0.003907862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03072466,"threshold_uncertainty_score":0.1027843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614807184099626,"score_gpt":0.329741362351984,"score_spread":0.3035932905109877,"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."}}