{"id":"W7093082709","doi":"10.24911/ijmdc.51-1758694136","title":"Prevalence and risk factors of postpartum depression in Saudi Arabia: systematic review","year":2025,"lang":"","type":"article","venue":"International Journal of Medicine in Developing Countries","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Postpartum depression; Breastfeeding; Observational study; Depression (economics); Mental health; Systematic review; Social support; Breast feeding","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005622707,0.001295439,0.005280583,0.006975392,0.0005469103,0.0017412,0.001210493,0.001293042,0.002472904],"category_scores_gemma":[0.02418157,0.0008262006,0.006092325,0.006675169,0.000555719,0.001393229,0.001125429,0.0006724938,0.0001555008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002471398,"about_ca_system_score_gemma":0.008471321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097416,"about_ca_topic_score_gemma":0.03177116,"domain_scores_codex":[0.996132,0.0009651706,0.001913431,0.0002941718,0.0005592391,0.0001360996],"domain_scores_gemma":[0.9838192,0.0102899,0.00373969,0.0002522685,0.001709083,0.0001898036],"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":[0.0002353059,0.00001489124,0.004111995,0.94811,0.01460403,0.0001179507,0.0002419797,0.00009410555,0.0001467548,0.0001042384,0.0009507569,0.03126801],"study_design_scores_gemma":[0.0002858472,0.0003446772,0.02542088,0.7647507,0.1914976,0.0008803085,0.0006995337,0.0001777908,0.0003289504,0.0002764166,0.01527718,0.00006017544],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003006744,0.9958736,0.00009433354,0.0001941966,0.00005656556,0.0001779206,0.0004451267,0.000006367122,0.0001451718],"genre_scores_gemma":[0.03998616,0.9581498,0.000591995,0.0003890436,0.00006450306,0.0003619068,0.0003662852,0.000004034187,0.00008636164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01097416,"threshold_uncertainty_score":0.02973604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610804814616519,"score_gpt":0.3332903887487247,"score_spread":0.3171823406025596,"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."}}