{"id":"W2891758226","doi":"10.1007/s40615-018-0526-6","title":"Examining the Social Patterning of Postpartum Depression by Immigration Status in Canada: an Exploratory Review of the Literature","year":2018,"lang":"en","type":"review","venue":"Journal of Racial and Ethnic Health Disparities","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Immigration; Socioeconomic status; Postpartum depression; Intervention (counseling); Depression (economics); Psychology; Demography; Gerontology; Medicine; Sociology; Psychiatry; Political science; Population; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003443189,0.0007320275,0.002552438,0.008942459,0.001822357,0.003924801,0.001553265,0.001089138,0.001888427],"category_scores_gemma":[0.01257601,0.0004340337,0.002269812,0.0199999,0.00137808,0.001056878,0.001662861,0.001140798,0.0001008426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01893994,"about_ca_system_score_gemma":0.09211277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8629639,"about_ca_topic_score_gemma":0.9415716,"domain_scores_codex":[0.9983754,0.0002741943,0.0003293468,0.000225196,0.0005770831,0.0002187179],"domain_scores_gemma":[0.9915486,0.004314854,0.001183269,0.0001326684,0.002393662,0.0004268431],"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":[0.0003059275,0.0001239468,0.09923065,0.230412,0.005311642,0.0005131483,0.007561792,0.0004774355,0.0002865215,0.004593449,0.01932174,0.6318617],"study_design_scores_gemma":[0.00006940567,0.0001208707,0.36252,0.443536,0.01547839,0.00102115,0.01199094,0.0003933464,0.0002645557,0.001631303,0.1627754,0.0001985727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003098842,0.9953565,0.00003528604,0.0006404471,0.00006389732,0.00002258957,0.0003548059,0.000001841595,0.000425841],"genre_scores_gemma":[0.02155297,0.9775374,0.0002030233,0.0003484431,0.00005229556,0.00002668315,0.0001815803,0.00000173277,0.00009590523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1370361,"threshold_uncertainty_score":0.2756862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06753237825353328,"score_gpt":0.3742229415439879,"score_spread":0.3066905632904546,"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."}}