{"id":"W4366997879","doi":"10.1111/bdi.13329","title":"Prevention of mania in a primigravida at ultra‐high risk of postpartum recurrence","year":2023,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; St Joseph's Health Care; Parkwood Institute; Western University","funders":"","keywords":"Mania; Medicine; Obstetrics; Bipolar disorder; Psychiatry; Psychology; Mood","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001020801,0.0001475921,0.0002025232,0.0002393204,0.0004929291,0.0001662278,0.0001739449,0.0003267175,0.0008985696],"category_scores_gemma":[0.000878476,0.00009601979,0.000144919,0.0001221229,0.0000829949,0.00008293509,0.0002614816,0.0004637227,0.000152128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491894,"about_ca_system_score_gemma":0.000192119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978115,"about_ca_topic_score_gemma":0.005205959,"domain_scores_codex":[0.9999452,0.00001527769,0.000005046565,0.000006745384,0.00001007999,0.00001762132],"domain_scores_gemma":[0.9998673,0.00002099881,0.0000283954,0.000008771153,0.000009912742,0.00006458226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001985206,0.001868423,0.5892965,0.0002876849,0.000119742,0.1316685,0.001867357,0.0001567615,0.01411696,0.0002908779,0.00593713,0.2524049],"study_design_scores_gemma":[0.0001113638,0.004879555,0.8785676,0.0002456401,0.0001835505,0.09998144,0.001388019,0.0009253872,0.002714733,0.0002705484,0.01070521,0.00002687228],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919937,0.002885623,0.0003275894,0.001193058,0.00007605211,0.00004164054,0.0000343399,0.00004408935,0.003403803],"genre_scores_gemma":[0.9962435,0.001454156,0.0005448335,0.0005061391,0.00007450446,0.00001312114,0.00004495991,0.000006053708,0.001112834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001978115,"threshold_uncertainty_score":0.003933191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249306173468972,"score_gpt":0.2644610887815064,"score_spread":0.2519680270468167,"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."}}