{"id":"W2162459655","doi":"10.2217/whe.13.58","title":"Managing Depression During Pregnancy","year":2013,"lang":"en","type":"article","venue":"Women s Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pregnancy; Depression (economics); Medicine; Psychiatry; Mental health; Antidepressant; Intensive care 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":[0.001527854,0.0002143549,0.000362145,0.0004081947,0.0009138776,0.0006840918,0.0004028138,0.00106035,0.0009658469],"category_scores_gemma":[0.008820301,0.00009466398,0.0002687723,0.0002816772,0.0002510235,0.0005161918,0.0008528027,0.001281001,0.0003428405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005829014,"about_ca_system_score_gemma":0.001587815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596824,"about_ca_topic_score_gemma":0.003525679,"domain_scores_codex":[0.9989517,0.0005933885,0.0001108718,0.00004628945,0.0001835833,0.0001141084],"domain_scores_gemma":[0.9990639,0.0003472742,0.0002080505,0.00003331218,0.0001551417,0.0001922146],"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":[0.0001451677,0.0002461931,0.02922408,0.001241455,0.00008068924,0.006407435,0.00418066,0.0003801687,0.002182132,0.002642971,0.06008619,0.8931828],"study_design_scores_gemma":[0.0002840275,0.002669082,0.1194062,0.01708555,0.0004822374,0.05469586,0.01611314,0.001500076,0.004423337,0.02511445,0.758108,0.0001180169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2172483,0.2797301,0.02471777,0.3090086,0.007518001,0.001262103,0.0002961415,0.0004873087,0.1597316],"genre_scores_gemma":[0.6982901,0.221287,0.0271773,0.03911835,0.003485867,0.0006830668,0.0001935659,0.00003876486,0.009726014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001596824,"threshold_uncertainty_score":0.008080184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479413288275329,"score_gpt":0.292563889279618,"score_spread":0.2777697563968647,"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."}}