{"id":"W2180314472","doi":"10.3998/jmmh.10381607.0009.104","title":"Prevalence and Risk Factors of Postpartum Depression in Middle Eastern/Arab Women","year":2015,"lang":"en","type":"article","venue":"Journal of Muslim Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University","funders":"","keywords":"Postpartum depression; Depression (economics); Psychology; Clinical psychology; Middle East; History; Pregnancy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00123629,0.0001444597,0.0004862889,0.000195383,0.00005016331,0.000006979944,0.00009292762,0.00006179457,0.00002347112],"category_scores_gemma":[0.00006048063,0.0001076481,0.00005130953,0.0000941755,0.00005326617,0.0001710888,0.00005630191,0.0003394711,0.000002468843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004191548,"about_ca_system_score_gemma":0.0002813773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002854466,"about_ca_topic_score_gemma":0.00001282088,"domain_scores_codex":[0.9979675,0.0002211927,0.0008426583,0.0001432922,0.0004722284,0.0003531411],"domain_scores_gemma":[0.9982039,0.00005772036,0.0008115175,0.0001350987,0.00006839085,0.0007234224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00188992,0.0003555964,0.976901,0.004236513,0.00001962871,0.00002699125,0.01549929,0.000002580631,0.00003340062,0.000002464893,0.00004407825,0.000988547],"study_design_scores_gemma":[0.00401683,0.004536416,0.9700452,0.01378696,0.0000182615,0.0004232682,0.00562479,0.00007978438,0.00118225,0.00006093658,0.000125006,0.0001002735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936377,0.00489871,0.00000435928,0.0004767542,0.0004922107,0.0003632409,0.00003501254,0.000005764881,0.00008624244],"genre_scores_gemma":[0.9945471,0.004786426,0.0001970311,0.0002114459,0.00006706688,0.000003191775,0.000002859949,0.00001364008,0.0001712298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009874495,"threshold_uncertainty_score":0.4389762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04161250512014718,"score_gpt":0.3165752262288991,"score_spread":0.2749627211087519,"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."}}