{"id":"W4391145078","doi":"10.1111/bdi.13405","title":"Occurrence of postpartum manic or mixed episodes in women with bipolar I disorder: A systematic review and meta‐analysis","year":2024,"lang":"en","type":"review","venue":"Bipolar Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; St Joseph's Health Care; Parkwood Institute; Western University","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Bipolar disorder; Meta-analysis; Medicine; Mania; Bipolar I disorder; Postpartum psychosis; Schizoaffective disorder; Systematic review; Psychiatry; Postpartum period; PsycINFO; Internal medicine; Relapse prevention; MEDLINE; Pediatrics; Pregnancy; Mood; Psychosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008921819,0.0008174423,0.008826934,0.0009087214,0.00005860372,0.00003068565,0.0003084862,0.0002292837,0.0001997444],"category_scores_gemma":[0.0001019167,0.0004487341,0.0008963103,0.002069477,0.0001497484,0.00009604997,0.0001370329,0.0005968709,0.00004879704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214117,"about_ca_system_score_gemma":0.0003075234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944532,"about_ca_topic_score_gemma":0.0007805229,"domain_scores_codex":[0.9958625,0.0005938904,0.00168695,0.0007697332,0.0004497487,0.0006371356],"domain_scores_gemma":[0.9978383,0.0002661705,0.0007502858,0.0008245525,0.00004662517,0.0002740896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006062838,0.0001568631,0.0001214154,0.9535051,0.04049799,0.00002926877,0.0001234974,1.071479e-7,9.958362e-9,0.00001663433,0.00001684076,0.005471634],"study_design_scores_gemma":[0.0001828786,0.0003985996,0.00002411162,0.4256603,0.4829369,0.0000646585,0.00004032734,0.000002284698,1.174422e-7,0.00000637205,0.09034277,0.0003407751],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005472866,0.9934777,0.000005204015,0.00023049,0.00006332897,0.005146985,0.0009576111,0.00005585911,0.000008079859],"genre_scores_gemma":[0.00009322268,0.9971185,0.00003611647,0.0002075131,0.000006356141,0.001932724,0.0001772438,0.00005805764,0.0003702721],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5278448,"threshold_uncertainty_score":0.9997965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550741139980417,"score_gpt":0.3311548930277573,"score_spread":0.2956474816279531,"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."}}