{"id":"W2922718124","doi":"10.1080/14767058.2019.1593363","title":"Maternity blues: a risk factor for anhedonia, anxiety, and depression components of Edinburgh Postnatal Depression Scale","year":2019,"lang":"en","type":"article","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anhedonia; Depression (economics); Edinburgh Postnatal Depression Scale; Anxiety; Affect (linguistics); Medicine; Internal medicine; Psychology; Psychiatry; Depressive symptoms","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003650801,0.0002375288,0.0002021134,0.0002934064,0.0001845338,0.0001998173,0.000219094,0.0001991288,0.00152165],"category_scores_gemma":[0.001652902,0.0001519691,0.0002361935,0.0003010859,0.00009859834,0.0001196246,0.0002875871,0.0004165326,0.0001065594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874277,"about_ca_system_score_gemma":0.0002737851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002787538,"about_ca_topic_score_gemma":0.003855497,"domain_scores_codex":[0.9997527,0.00005952967,0.00002565276,0.00003643796,0.00008976144,0.00003599535],"domain_scores_gemma":[0.9993368,0.00007880337,0.0003962388,0.00002436786,0.00005852083,0.0001052691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005134516,0.00002236967,0.9977947,0.000008379461,0.00002232338,0.0001158071,0.00004014925,0.00001072064,0.0003599632,0.000009933866,0.000104865,0.001459212],"study_design_scores_gemma":[0.000002657457,0.00002261056,0.9995896,0.0000032496,0.000007177242,0.0002151403,0.000028869,0.00004904927,0.00002144072,0.00000814345,0.00005110761,0.000001001706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987165,0.0002340262,0.0001001361,0.0000875991,0.00001041813,0.00001748677,0.0002451224,0.000003959439,0.000584632],"genre_scores_gemma":[0.9992466,0.0001279059,0.0001995462,0.00002079882,0.000007939181,0.00001537189,0.0001873882,0.000001042527,0.0001934348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002787538,"threshold_uncertainty_score":0.005542636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438678927149736,"score_gpt":0.2843243602708959,"score_spread":0.2699375709993985,"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."}}