{"id":"W1971140546","doi":"10.1111/bdi.12140","title":"A prospective study of diagnostic conversion of major depressive disorder to bipolar disorder in pregnancy and postpartum","year":2013,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre; Lakehead University; St Joseph's Health Care; Western University","funders":"","keywords":"Bipolar disorder; Hypomania; Bipolar II disorder; Bipolar I disorder; Major depressive disorder; Psychiatry; Research Diagnostic Criteria; Psychology; Childbirth; Spectrum disorder; Postpartum period; Pregnancy; Medicine; Pediatrics; Mania; Mood; Schizophrenia (object-oriented programming)","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":[0.0006232297,0.0001680447,0.0001778009,0.0003129307,0.0004574844,0.0003984812,0.0002405672,0.0003865193,0.001131362],"category_scores_gemma":[0.00260945,0.0004241049,0.0001831036,0.0004498842,0.0001717829,0.0003808711,0.0003099287,0.0006426154,0.0003437459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696903,"about_ca_system_score_gemma":0.0002257796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003162748,"about_ca_topic_score_gemma":0.003321222,"domain_scores_codex":[0.9996246,0.0001325859,0.00003706117,0.0000704168,0.00006657963,0.00006871543],"domain_scores_gemma":[0.999111,0.0001719247,0.0004029013,0.00007048775,0.00008861877,0.0001550345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118336,0.00005508047,0.9984427,0.000004472085,0.00001286326,0.0001176543,0.0001895642,0.000004054272,0.0001845689,0.000006391875,0.00005076075,0.000820108],"study_design_scores_gemma":[0.000005261771,0.0001479648,0.9989457,0.000004363156,0.000005890949,0.0004711472,0.0002609159,0.00002454052,0.00002654447,0.000006250153,0.00009954325,0.000001890437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993537,0.000146696,0.00005614211,0.00002775904,0.000005469708,0.00001239341,0.0001495325,0.000001670109,0.0002467277],"genre_scores_gemma":[0.9992748,0.0001386459,0.0000840193,0.00003425951,0.000004874636,0.00002107214,0.0001642593,0.000001197704,0.0002769876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003162748,"threshold_uncertainty_score":0.006288648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00765412381229804,"score_gpt":0.2584913202544014,"score_spread":0.2508371964421034,"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."}}