{"id":"W4323322687","doi":"10.1016/j.biopsych.2023.01.003","title":"The Other Postpartum: Pregnancy Loss and Mental Illness","year":2023,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of Mental Health; National Institutes of Health; Alberta Health Services","keywords":"Mental illness; Pregnancy; Obstetrics; Psychiatry; Medicine; Psychology; Mental health; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000247452,0.0001345044,0.0001770893,0.0004842627,0.0008248598,0.0009395074,0.0002756481,0.000512193,0.005533002],"category_scores_gemma":[0.002079758,0.0001170587,0.0002564354,0.0007214253,0.0003237221,0.0007734722,0.0009178017,0.001054398,0.0001946867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007069558,"about_ca_system_score_gemma":0.001071981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0226559,"about_ca_topic_score_gemma":0.04896837,"domain_scores_codex":[0.9998232,0.0000505041,0.0000112427,0.00001126496,0.00002193142,0.00008196295],"domain_scores_gemma":[0.9994432,0.00009822267,0.0002008481,0.00002067406,0.00003345733,0.0002035553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003951691,0.0003324669,0.9422836,0.000125962,0.00009494909,0.001927326,0.002333589,0.00007356336,0.0003661893,0.00151922,0.002625654,0.04792224],"study_design_scores_gemma":[0.00001086245,0.0001441852,0.9877653,0.000175876,0.00005806672,0.001282712,0.007215333,0.000123214,0.00008044217,0.0005886815,0.002547284,0.000007916139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582992,0.01276906,0.0001082954,0.01101809,0.0002246515,0.00001833602,0.0004692604,0.000006303426,0.01708676],"genre_scores_gemma":[0.9937628,0.003852044,0.00005496417,0.0005014461,0.0001185557,0.0000075102,0.0000815508,0.0000013558,0.001619782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0226559,"threshold_uncertainty_score":0.04504806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992102958383438,"score_gpt":0.3152258503374005,"score_spread":0.2853048207535661,"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."}}