{"id":"W307221476","doi":"10.2165/00044011-200424030-00004","title":"Depression during Pregnancy","year":2004,"lang":"en","type":"article","venue":"Clinical Drug Investigation","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":313,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Pregnancy; Depression (economics); Epidemiology; Observational study; Psychiatry; Dosing; Antidepressant; Pharmacotherapy; Intensive care medicine; Anxiety; 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":[0.0002775468,0.0001158929,0.0001839995,0.0004985789,0.0006686265,0.0005384815,0.0001727317,0.0003384168,0.001729537],"category_scores_gemma":[0.002367367,0.0001325114,0.0001681139,0.0006887292,0.0001302967,0.0002232618,0.0003084883,0.0005029402,0.0002587593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041092,"about_ca_system_score_gemma":0.0009457646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01706282,"about_ca_topic_score_gemma":0.0257398,"domain_scores_codex":[0.9996536,0.000096633,0.00003498394,0.00003614026,0.0000634516,0.0001152521],"domain_scores_gemma":[0.9995469,0.0001167684,0.0001242309,0.00002187027,0.00006721214,0.0001229472],"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":[0.0005884664,0.0002771213,0.8169364,0.0002783768,0.00007411975,0.004242777,0.002938559,0.00005505161,0.001298219,0.001108896,0.006465029,0.1657371],"study_design_scores_gemma":[0.00002103297,0.0001804758,0.9790596,0.0002100792,0.00005502468,0.00600755,0.001599955,0.00004652809,0.0002411663,0.0002809104,0.01228799,0.000009709433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934889,0.04279292,0.0002862143,0.005711412,0.0004131222,0.0001483319,0.001409434,0.00001643361,0.05573319],"genre_scores_gemma":[0.9802382,0.01460549,0.0001523431,0.000821734,0.0001169995,0.00004363969,0.0003353742,0.000002417726,0.003683771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01706282,"threshold_uncertainty_score":0.03392696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05335177734112267,"score_gpt":0.3646548667146848,"score_spread":0.3113030893735622,"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."}}