{"id":"W2005336141","doi":"10.1624/105812409x426305","title":"Postpartum Depression: How Childbirth Educators Can Help Break the Silence","year":2009,"lang":"en","type":"article","venue":"The Journal of Perinatal Education","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Childbirth; Postpartum depression; Silence; Depression (economics); Postpartum period; Psychology; Position (finance); Obstetrics; Medicine; Pregnancy; Nursing; Psychiatry","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":[0.0119961,0.001081131,0.000842505,0.001189283,0.009574898,0.005709793,0.003352819,0.006592819,0.00828929],"category_scores_gemma":[0.02872076,0.0006660917,0.0009634758,0.0005819488,0.00445621,0.007353873,0.009453001,0.008692028,0.002835075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640482,"about_ca_system_score_gemma":0.009020245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006632207,"about_ca_topic_score_gemma":0.01310923,"domain_scores_codex":[0.9920658,0.005783843,0.0001663698,0.0002240162,0.0006739487,0.001085929],"domain_scores_gemma":[0.9885747,0.006691764,0.0006090942,0.0003015208,0.0007692879,0.003053606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001788637,0.001878388,0.004831881,0.002212188,0.00007761893,0.007527736,0.3748131,0.000431441,0.001347239,0.01165351,0.1823339,0.4127141],"study_design_scores_gemma":[0.0003722711,0.0008876179,0.005478645,0.005213873,0.0001678547,0.005822487,0.4624172,0.0008046961,0.001181644,0.01894115,0.4985099,0.0002026125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1626876,0.03202657,0.02959688,0.6134216,0.01481937,0.001673338,0.000116305,0.001844169,0.1438141],"genre_scores_gemma":[0.7150161,0.06339855,0.0714348,0.09248554,0.003611156,0.002632373,0.0001890086,0.0005130334,0.05071945],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0119961,"threshold_uncertainty_score":0.06344223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009601182170192544,"score_gpt":0.2896301059831543,"score_spread":0.2800289238129617,"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."}}