{"id":"W2884375873","doi":"10.1001/jamanetworkopen.2018.0725","title":"Prevalence of Prenatal Depression Symptoms Among 2 Generations of Pregnant Mothers","year":2018,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Child Health and Human Development; Medical Research Council; Grand Challenges Canada; University of Bristol; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; National Institutes of Health; British Academy; British Heart Foundation; Wellcome Trust; National Institute for Health and Care Research; Economic and Social Research Council; European Commission; National Institute of Diabetes and Digestive and Kidney Diseases; Bill and Melinda Gates Foundation","keywords":"Edinburgh Postnatal Depression Scale; Offspring; Pregnancy; Depression (economics); Medicine; Mood; Longitudinal study; Cohort; Demography; Cohort study; Pediatrics; Obstetrics; Psychiatry; Depressive symptoms; Anxiety; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003032993,0.00009923488,0.0002312618,0.00002840503,0.00008329379,0.00001591749,0.0002717081,0.00008351711,0.0004002056],"category_scores_gemma":[0.00002688533,0.00007703777,0.00004284981,0.0001056906,0.0001470785,0.0001960887,0.0002123782,0.00009820828,0.00001093371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001959861,"about_ca_system_score_gemma":0.00006193483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001392616,"about_ca_topic_score_gemma":0.0000153047,"domain_scores_codex":[0.9989302,0.0000864129,0.0003785987,0.0001968737,0.0001939478,0.0002140099],"domain_scores_gemma":[0.9991289,0.00005033081,0.0002498103,0.0003683065,0.000092616,0.0001099777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008891383,0.0001541414,0.9861874,0.003881024,0.00005886821,0.000005861119,0.0006958455,0.000152371,0.0002939942,0.0003018945,0.0006562703,0.006723191],"study_design_scores_gemma":[0.001229647,0.0007599089,0.8832449,0.04002666,0.00007591103,0.00001906632,0.00001701146,0.001936718,0.07225033,0.0001073606,0.0002285871,0.0001039123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901588,0.001446923,0.0001494182,0.00009952733,0.0002937039,0.001029436,0.00002534863,0.00001543151,0.00678144],"genre_scores_gemma":[0.9947443,0.0002538006,0.001406421,0.0001221321,0.0003432383,0.00005563848,0.00001059518,0.00001576143,0.003048097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029425,"threshold_uncertainty_score":0.438197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889960272868607,"score_gpt":0.3051021481857634,"score_spread":0.2862025454570774,"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."}}