{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007691908,0.0002252811,0.0007434141,0.0001972597,0.0007944708,0.00007394056,0.0003687402,0.0001169093,0.00007234397],"category_scores_gemma":[0.0002762275,0.0001761,0.0001610428,0.00005394655,0.00007640243,0.0004161629,0.0001191157,0.000674601,0.00004286646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004845356,"about_ca_system_score_gemma":0.000509494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002966733,"about_ca_topic_score_gemma":0.000004053023,"domain_scores_codex":[0.9972219,0.0001221518,0.001017363,0.0002290607,0.0006234801,0.0007860612],"domain_scores_gemma":[0.9963251,0.00009404917,0.001770237,0.0006406957,0.0001471958,0.001022703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00238421,0.001713387,0.9078354,0.03770568,0.000382437,0.003884438,0.01287334,0.00001368276,0.002562025,0.000123303,0.003531467,0.02699059],"study_design_scores_gemma":[0.004092338,0.001775884,0.9381834,0.03651624,0.00003009245,0.003620054,0.0004480777,0.000006228783,0.006476153,0.0002479542,0.008515292,0.00008825923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848149,0.008536349,0.00001318631,0.001947798,0.001439179,0.0003627038,0.000008801408,0.00002820178,0.002848843],"genre_scores_gemma":[0.9860102,0.005133682,0.0003422404,0.0007234837,0.0007308033,0.00001442501,0.000001552047,0.00003830456,0.007005324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03034799,"threshold_uncertainty_score":0.7181151,"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."}}