{"id":"W2157633893","doi":"10.1586/ern.10.81","title":"Diagnosis and treatment of postpartum bipolar depression","year":2010,"lang":"en","type":"review","venue":"Expert Review of Neurotherapeutics","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Bipolar disorder; Hypomania; Psychiatry; Mania; Postpartum depression; Postpartum period; Depression (economics); Medicine; Bipolar II disorder; Treatment of bipolar disorder; Bipolar I disorder; Psychology; Mood; Pregnancy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000110386,0.0004321903,0.00263822,0.0001123222,0.00003484511,0.000004235996,0.0001227501,0.0002379668,0.000108739],"category_scores_gemma":[0.00002531503,0.0002746371,0.0004904801,0.0001293324,0.0001000332,0.00002787386,0.00003859703,0.0002308612,0.000006959134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003420697,"about_ca_system_score_gemma":0.0001349674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001698846,"about_ca_topic_score_gemma":0.000001112846,"domain_scores_codex":[0.9979656,0.0001915831,0.00103358,0.0003367029,0.0002538963,0.0002186474],"domain_scores_gemma":[0.9982465,0.0002268503,0.0006584908,0.0006372274,0.0000590594,0.0001718897],"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":[0.0000162484,0.000243392,0.000153545,0.3327409,0.00005719615,0.00001267123,0.00003301163,4.31181e-10,0.00000554436,0.000005843041,0.00002248733,0.6667092],"study_design_scores_gemma":[0.0001750908,0.0005590855,0.00004470974,0.3745344,0.000541985,0.000169026,4.44046e-7,1.812803e-7,0.0003119002,9.548985e-7,0.6235564,0.0001058494],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003919037,0.9967375,9.184449e-7,0.000191994,0.0003822712,0.002486752,0.00006309924,0.0000192331,0.00007897609],"genre_scores_gemma":[0.000002589071,0.9979999,0.0003515919,0.0008376802,0.0001538981,0.0003958003,0.00003580584,0.00007319039,0.0001495667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6666033,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07944410496933843,"score_gpt":0.4128735077034373,"score_spread":0.3334294027340989,"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."}}