{"id":"W2040575369","doi":"10.1056/nejmcp1102730","title":"Depression during Pregnancy","year":2011,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Pregnancy; Antidepressant; Depression (economics); Psychiatry; Obstetrics; Intensive care medicine; 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":[0.0003043303,0.0001390135,0.0002593674,0.0003033905,0.0003239831,0.0002973517,0.000148302,0.0002761756,0.001129524],"category_scores_gemma":[0.00155589,0.0000670242,0.0001977478,0.0004696518,0.00009796376,0.0001567951,0.0002145401,0.0003349102,0.0002446164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004274216,"about_ca_system_score_gemma":0.0007280729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634882,"about_ca_topic_score_gemma":0.005040433,"domain_scores_codex":[0.9997252,0.0001017963,0.00003020891,0.00001720645,0.00007433931,0.00005124096],"domain_scores_gemma":[0.9997619,0.00007745448,0.00008168724,0.000007891629,0.00003703509,0.00003402336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005826548,0.0001025625,0.04799818,0.002497287,0.0001103305,0.004089843,0.0006063819,0.0001588243,0.002094498,0.001792644,0.01649508,0.9234717],"study_design_scores_gemma":[0.0001753469,0.001978558,0.4571286,0.009492939,0.0007340183,0.09593436,0.001684298,0.00032042,0.003051182,0.002997705,0.4264415,0.00006108276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1088312,0.7960476,0.002002434,0.007956908,0.001060803,0.0002819452,0.0009179273,0.00007083434,0.08283031],"genre_scores_gemma":[0.4591358,0.5264348,0.002006972,0.002472486,0.0003843811,0.0001511223,0.0005081749,0.000009155219,0.008897156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002634882,"threshold_uncertainty_score":0.005239069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04059202256907635,"score_gpt":0.2963914041180619,"score_spread":0.2557993815489855,"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."}}