{"id":"W2821001572","doi":"10.1177/0844562118784811","title":"Immigrant Women's Mental Health in Canada in the Antenatal and Postpartum Period","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Immigration; Postpartum depression; Postpartum period; Population; Medicine; Social isolation; Health care; Psychology; Psychiatry; Economic growth; Environmental health; Pregnancy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002626098,0.0000717414,0.0001639435,0.0005696068,0.0003365116,0.00005288724,0.0002405858,0.00003723007,0.0002086817],"category_scores_gemma":[0.00009898318,0.00005571946,0.00001387033,0.0004753096,0.0002808898,0.00006990392,0.000003299719,0.0006522045,0.000004978678],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003127346,"about_ca_system_score_gemma":0.01025996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.963747,"about_ca_topic_score_gemma":0.9987704,"domain_scores_codex":[0.9976885,0.0005843305,0.0003480101,0.0001308448,0.0003002592,0.0009480304],"domain_scores_gemma":[0.9987733,0.000109337,0.00006754595,0.0001391421,0.0001351093,0.0007755238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000426523,0.00008857631,0.09141745,0.00002520186,0.0000121517,0.001213658,0.6965416,4.762213e-7,0.00001116797,0.001115066,0.1247126,0.08443551],"study_design_scores_gemma":[0.001051996,0.000877514,0.7166643,0.0004385276,7.884976e-7,0.001842999,0.2694711,0.0000205503,0.000002050873,0.0005350446,0.009016036,0.00007910116],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422871,0.002307432,7.064561e-7,0.05374446,0.0005514789,0.0001831132,0.00002752789,5.62914e-7,0.0008975778],"genre_scores_gemma":[0.9987415,0.00004542649,0.00001175271,0.0009450876,0.0001727597,0.000003927362,0.000002787323,0.000008180573,0.0000685812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6252468,"threshold_uncertainty_score":0.995351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.052225479928387,"score_gpt":0.3972770733175912,"score_spread":0.3450515933892042,"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."}}