{"id":"W2980944705","doi":"10.1016/s2215-0366(19)30386-4","title":"Is bipolar post-partum depression overlooked?","year":2019,"lang":"en","type":"letter","venue":"The Lancet Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Parkwood Institute","funders":"","keywords":"Bipolar disorder; Depression (economics); Post partum; Psychiatry; Postpartum depression; Postpartum period; Mood; Scopus; Psychology; Medicine; Pregnancy; MEDLINE","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002534291,0.0004459329,0.000838925,0.00009801278,0.0001786007,0.00004271787,0.00053031,0.0007529722,0.0009345673],"category_scores_gemma":[0.00001547435,0.0002777775,0.000284301,0.0001022366,0.00006983856,0.00006579057,0.000135645,0.003012995,0.002031702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006277442,"about_ca_system_score_gemma":0.0002478869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001413899,"about_ca_topic_score_gemma":0.000006819365,"domain_scores_codex":[0.9974564,0.0001479858,0.0004409055,0.0005416843,0.0006083283,0.0008046497],"domain_scores_gemma":[0.9977731,0.0001047785,0.0003132491,0.001663712,0.0000525236,0.00009260993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004610698,0.00004371331,0.04269797,0.0102084,0.0001044545,0.0000588803,0.0001291588,1.410794e-7,0.00001248654,0.0000313017,0.9460409,0.0002115804],"study_design_scores_gemma":[0.001254329,0.000250576,0.02671024,0.01080152,0.0002078041,0.0002995579,0.00001038291,0.000007879299,0.00014981,0.0003236646,0.959671,0.0003132326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01241903,0.02223132,0.000002639226,0.9476653,0.009597708,0.001003386,0.0003337901,0.0001623337,0.006584529],"genre_scores_gemma":[0.001369598,0.001379876,0.0002180734,0.9426342,0.02462323,0.00004859383,0.0003325173,0.0001077771,0.0292861],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02270157,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669976606773129,"score_gpt":0.3032673155785546,"score_spread":0.2765675495108233,"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."}}