{"id":"W2316564149","doi":"10.1097/aog.0b013e31822bd7e3","title":"Diagnosis, Pathophysiology, and Management of Mood Disorders in Pregnant and Postpartum Women","year":2011,"lang":"en","type":"letter","venue":"Obstetrics and Gynecology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pathophysiology; Medicine; Mood disorders; Mood; Pregnancy; Obstetrics; Psychiatry; Gynecology; Internal medicine; Biology; Genetics; Anxiety","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":[0.0004609982,0.0001393227,0.0003446982,0.000480879,0.001054931,0.0005686615,0.000347387,0.002322567,0.001031895],"category_scores_gemma":[0.007440502,0.0001694256,0.0002283211,0.0004477949,0.0003987747,0.0005454827,0.0003043546,0.001968862,0.000265603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151878,"about_ca_system_score_gemma":0.001038778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005227641,"about_ca_topic_score_gemma":0.009281026,"domain_scores_codex":[0.9994072,0.0002113405,0.0001217433,0.00004151936,0.0001223754,0.00009580153],"domain_scores_gemma":[0.9988771,0.0005591059,0.0002225863,0.0000226733,0.0001596103,0.0001590472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000528533,0.0004419016,0.5882332,0.0004199931,0.00005796034,0.1166716,0.002350509,0.0002412227,0.001604895,0.002114092,0.1393081,0.148028],"study_design_scores_gemma":[0.0002823195,0.0004857726,0.6788275,0.002457617,0.0001163316,0.2469028,0.007201519,0.00130895,0.0005833578,0.007081866,0.054674,0.00007798136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2891047,0.06768493,0.0005174204,0.5968343,0.004285508,0.0001091478,0.0003461207,0.00004214012,0.04107577],"genre_scores_gemma":[0.8783634,0.03496744,0.0009137378,0.07320682,0.009259669,0.00008799251,0.0001854964,0.000009017318,0.003006471],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005227641,"threshold_uncertainty_score":0.01039445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366706795852424,"score_gpt":0.2491928976399968,"score_spread":0.2355258296814726,"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."}}