{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001753955,0.0001096385,0.0002057354,0.00004333161,0.0001188929,0.00001097189,0.00006476387,0.0001058652,0.00005142733],"category_scores_gemma":[0.0002197985,0.00009262739,0.00008782576,0.00009358195,0.0001185496,0.0001264309,0.00004217487,0.0003017362,0.0002244581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006292539,"about_ca_system_score_gemma":0.00009706862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000331907,"about_ca_topic_score_gemma":0.000004336129,"domain_scores_codex":[0.9986877,0.00006950066,0.0005524109,0.000280347,0.0002010092,0.0002090115],"domain_scores_gemma":[0.9991483,0.00006383252,0.0001339674,0.0002563647,0.00004148363,0.0003560612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003092907,0.0002716368,0.9905277,0.003094695,0.00002206821,0.0001489758,0.0004772503,0.00003115347,0.001154771,0.0009538438,0.00006026416,0.00294834],"study_design_scores_gemma":[0.002634909,0.0001239512,0.9206294,0.0158928,0.00002781977,0.00007920502,0.00001388199,0.00002186295,0.05497203,0.005354794,0.0001325288,0.0001167753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941307,0.000685551,0.00003636633,0.002471071,0.0005842173,0.000406469,0.000002312052,0.000135916,0.001547456],"genre_scores_gemma":[0.995946,0.0002563872,0.001347933,0.0007798421,0.0002651306,0.0000327571,0.00002245306,0.00001746123,0.001332007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06989827,"threshold_uncertainty_score":0.3777235,"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."}}