{"id":"W2346334576","doi":"10.1016/j.midw.2016.04.014","title":"The birth experience and women's postnatal depression: A systematic review","year":2016,"lang":"en","type":"review","venue":"Midwifery","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":363,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Karolinska Institutet; Public Health Agency of Canada","keywords":"Depression (economics); Feeling; Medicine; Postnatal Care; Health care; Association (psychology); Systematic review; Psychology; MEDLINE; Psychiatry; Pregnancy; Psychotherapist; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002943325,0.001005408,0.00479216,0.005766843,0.0004413871,0.00199146,0.001149172,0.002016745,0.004676599],"category_scores_gemma":[0.01998509,0.00101958,0.005368775,0.007585331,0.0006490775,0.001908014,0.001829558,0.001537248,0.0001880345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865942,"about_ca_system_score_gemma":0.005724591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309899,"about_ca_topic_score_gemma":0.05130173,"domain_scores_codex":[0.997629,0.0007026833,0.0009348802,0.0002474355,0.0003691869,0.0001168954],"domain_scores_gemma":[0.988982,0.007544575,0.002586972,0.0001273491,0.0005291087,0.0002299289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003005565,0.00004058759,0.003152569,0.9331779,0.01641334,0.0002051632,0.0004445955,0.00008197051,0.0001242183,0.0001824891,0.001608149,0.04426829],"study_design_scores_gemma":[0.0004893838,0.0003577811,0.02054262,0.8111879,0.1439368,0.0007832744,0.0009886791,0.00008473711,0.0001143469,0.0002636216,0.02117545,0.0000754152],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001359563,0.9980696,0.00003912616,0.0001186849,0.0000710419,0.00006658855,0.0001667575,0.000002420383,0.0001062023],"genre_scores_gemma":[0.01567645,0.9834801,0.0002251704,0.0003205265,0.00005140978,0.00009767491,0.00006804386,0.000001658617,0.00007906026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01309899,"threshold_uncertainty_score":0.0260455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704235421366861,"score_gpt":0.3496577791552545,"score_spread":0.3226154249415859,"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."}}