{"id":"W2059036187","doi":"10.1177/0004867414556657","title":"Postpartum psychosis: What is in a name?","year":2014,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Psychosis; Psychiatry; Postpartum psychosis; Psychology; Medicine; Postpartum period; MEDLINE; Pregnancy; Bipolar disorder; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004311379,0.0002116591,0.0004796036,0.0002332048,0.00004085779,0.00006535733,0.0001803906,0.0001507272,0.0004868164],"category_scores_gemma":[0.00001268967,0.0001695306,0.0001980408,0.0001673059,0.0000323786,0.0003793622,0.00001434318,0.0005746663,0.00008752372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004787199,"about_ca_system_score_gemma":0.0001906508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001325228,"about_ca_topic_score_gemma":0.00006315571,"domain_scores_codex":[0.9980684,0.00008074615,0.000851811,0.0002000081,0.0003689646,0.0004300622],"domain_scores_gemma":[0.9986583,0.00002987416,0.0004116135,0.0002662789,0.00005206994,0.0005818556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001825049,0.0005541352,0.8608652,0.001051469,0.00009032479,0.00007326716,0.0009472865,0.000003452867,0.00004445925,0.0002876652,0.1267887,0.007469031],"study_design_scores_gemma":[0.00920468,0.003974073,0.765698,0.03231097,0.0001798662,0.002827221,0.0004674644,0.000008412642,0.0008129354,0.007710884,0.1764333,0.0003722178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8277104,0.002816574,0.000008565917,0.1641039,0.00471413,0.0002118214,0.000003384885,0.00001587457,0.0004152412],"genre_scores_gemma":[0.9644253,0.003909588,0.002765522,0.008694379,0.002149781,0.000003742035,0.000004497709,0.00004321352,0.01800397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554095,"threshold_uncertainty_score":0.6913257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693488903333463,"score_gpt":0.3049917302360188,"score_spread":0.2880568412026842,"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."}}