{"id":"W1936132658","doi":"10.1093/oxfordhb/9780199778072.013.19","title":"Depression During Pregnancy and the Postpartum Period","year":2014,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Postpartum depression; Depression (economics); Interpersonal psychotherapy; Edinburgh Postnatal Depression Scale; Antenatal depression; Psychiatry; Antidepressant; Psychology; Massage; Medicine; Postpartum period; Pregnancy; Clinical psychology; Socioeconomic status; Depressive symptoms; Cognition; Randomized controlled trial; Anxiety; Alternative medicine; Population; 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":[0.0001879486,0.0002872953,0.0002944174,0.0004096989,0.000369903,0.0009808443,0.0003676621,0.000755761,0.008650268],"category_scores_gemma":[0.0008704275,0.0001547578,0.0001626497,0.0008334181,0.0003755,0.0005399143,0.0005907459,0.0009449932,0.004869036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004563211,"about_ca_system_score_gemma":0.0007146077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104866,"about_ca_topic_score_gemma":0.007706116,"domain_scores_codex":[0.9998604,0.00003130359,0.00001385821,0.00001417589,0.00005927592,0.00002099798],"domain_scores_gemma":[0.9998889,0.00005030346,0.00001396276,0.000007248822,0.00002051665,0.00001911162],"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":[0.00004511311,0.0000339516,0.0009005683,0.0007888294,0.000008537673,0.0006819374,0.0006456207,0.00004884947,0.0004297047,0.007866696,0.3538392,0.634711],"study_design_scores_gemma":[0.000008619068,0.0000298402,0.004502858,0.001033475,0.000007287649,0.002916935,0.000211851,0.0000119271,0.00005289552,0.002143357,0.9890766,0.000004277452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002465826,0.8037866,0.0003359811,0.01065088,0.004505438,0.00005512802,0.00024147,0.00007990128,0.1778789],"genre_scores_gemma":[0.03012306,0.738368,0.001297422,0.01107801,0.004222653,0.00009467793,0.0003229105,0.00003229461,0.2144609],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008650268,"threshold_uncertainty_score":0.02893806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316875973020618,"score_gpt":0.2234578415067525,"score_spread":0.2102890817765463,"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."}}