{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138928,0.0002064195,0.0003574337,0.001341724,0.01026316,0.003296142,0.001022742,0.0007392587,0.002173619],"category_scores_gemma":[0.003303044,0.0002111215,0.0002728467,0.00337255,0.002268595,0.000812266,0.002571743,0.001329998,0.000130743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06044064,"about_ca_system_score_gemma":0.1588374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857147,"about_ca_topic_score_gemma":0.9956418,"domain_scores_codex":[0.9990811,0.000157589,0.0000395841,0.00005780274,0.0002611626,0.0004027348],"domain_scores_gemma":[0.9983128,0.0002230229,0.0002168452,0.00002024579,0.0005771702,0.0006499246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000206708,0.00021217,0.2916722,0.003196979,0.0001056159,0.009356113,0.439461,0.0002186057,0.0009749323,0.01443822,0.03914293,0.2010145],"study_design_scores_gemma":[0.00001366693,0.00008542575,0.2721682,0.003140045,0.00008426497,0.001532874,0.6539909,0.0001047519,0.0001617916,0.0009365435,0.06771202,0.00006953024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8546451,0.06069846,0.0002508766,0.03936664,0.0005534037,0.0001684486,0.00110443,0.00002969979,0.04318289],"genre_scores_gemma":[0.9440998,0.04571434,0.000485713,0.004617115,0.00007261396,0.00006189018,0.0003181788,0.00001144814,0.004618919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06044064,"threshold_uncertainty_score":0.4385296,"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."}}