{"id":"W2484930199","doi":"10.1016/j.jad.2016.07.044","title":"Prevalence of paternal depression in pregnancy and the postpartum: An updated meta-analysis","year":2016,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":574,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Alberta Children's Hospital Research Institute; Alberta Children's Hospital Foundation","keywords":"Meta-analysis; Depression (economics); Confidence interval; Postpartum depression; Demography; Psychological intervention; Medicine; Extant taxon; Moderation; Parity (physics); History of depression; Relative risk; Pregnancy; Psychiatry; Psychology; Cognition; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053143,0.0003707499,0.003453525,0.0005739552,0.00004893836,0.00001439958,0.0002735413,0.0001821858,0.0001991618],"category_scores_gemma":[0.00010061,0.0001617751,0.001623601,0.0004043875,0.0002148301,0.000207186,0.00007314461,0.0005401421,0.000001936269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006861895,"about_ca_system_score_gemma":0.0001633677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009489616,"about_ca_topic_score_gemma":0.00004890891,"domain_scores_codex":[0.9964917,0.001260644,0.001245641,0.0002960959,0.0004512247,0.0002547364],"domain_scores_gemma":[0.9969386,0.0004803108,0.001902137,0.0003630531,0.000150382,0.0001655021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003914315,0.001177754,0.04587724,0.1669329,0.1122994,0.0001591887,0.001037351,0.000007541264,0.000001986813,0.0001268029,0.00002203155,0.6684435],"study_design_scores_gemma":[0.009291732,0.003058755,0.05095658,0.2509829,0.6765006,0.0006944026,0.00008194001,0.00002167048,0.00005769881,0.0008186281,0.006822916,0.0007122142],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003518968,0.9948443,0.00005201715,0.0001029028,0.000125908,0.001180583,0.00006822628,0.000004654769,0.0001025062],"genre_scores_gemma":[0.04222835,0.9574189,0.00003910522,0.00002861697,0.00003371627,0.00004997519,0.00000791091,0.00002745934,0.0001659992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6677313,"threshold_uncertainty_score":0.6596999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04034206560303355,"score_gpt":0.3624754380423664,"score_spread":0.3221333724393328,"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."}}