{"id":"W2177997978","doi":"10.1139/jpn.0834","title":"Treating depression during pregnancy","year":2008,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Irritability; Depression (economics); Medicine; Anhedonia; Psychiatry; Anxiety; Edinburgh Postnatal Depression Scale; Interpersonal psychotherapy; Pregnancy; Pediatrics; Depressive symptoms; Randomized controlled trial; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005697181,0.0002699235,0.000354333,0.0003493976,0.0008227312,0.0005133623,0.0003656778,0.001017022,0.003429666],"category_scores_gemma":[0.003950623,0.0001267398,0.0002620609,0.0002725493,0.0001577147,0.0003207698,0.0006768832,0.00131907,0.001143305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006002565,"about_ca_system_score_gemma":0.0009101996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740984,"about_ca_topic_score_gemma":0.006274033,"domain_scores_codex":[0.9996067,0.0001726546,0.00004242162,0.00002981069,0.0000719332,0.00007647427],"domain_scores_gemma":[0.9993998,0.000194138,0.0001086154,0.00001971658,0.0001046355,0.0001730897],"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":[0.0003408632,0.0002996294,0.008877688,0.00143941,0.00007655416,0.009092741,0.002036659,0.0001407123,0.002199685,0.0009485386,0.1502199,0.8243276],"study_design_scores_gemma":[0.0006292189,0.002094507,0.05794438,0.007094348,0.0002702844,0.07425877,0.003908502,0.0004747008,0.001580601,0.004059893,0.8476237,0.00006105128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1109013,0.5709113,0.006591367,0.101241,0.01050909,0.0008863202,0.000477041,0.0005775462,0.1979051],"genre_scores_gemma":[0.5334263,0.3738398,0.007592545,0.04877011,0.006066687,0.0007309971,0.0007056018,0.00006910689,0.02879887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003429666,"threshold_uncertainty_score":0.01147342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531333446702359,"score_gpt":0.3009960227441149,"score_spread":0.2756826882770912,"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."}}