{"id":"W2604738116","doi":"10.1371/journal.pone.0175023","title":"Emotional problems among recent immigrants and parenting status: Findings from a national longitudinal study of immigrants in Canada","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Immigration; Mental health; Demography; Longitudinal study; Psychology; Odds; Medicine; Ethnic group; Cohort; Odds ratio; Developmental psychology; Clinical psychology; Logistic regression; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007210462,0.0002551149,0.0003184407,0.001073899,0.002901236,0.001366386,0.0007728835,0.000497318,0.0009308321],"category_scores_gemma":[0.0018893,0.0002974685,0.000439271,0.002222081,0.000581278,0.0003541751,0.001013655,0.0008822301,0.0001630234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006978528,"about_ca_system_score_gemma":0.01016248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.972016,"about_ca_topic_score_gemma":0.9839512,"domain_scores_codex":[0.9995695,0.00004765885,0.00003199218,0.00005634779,0.0001237149,0.0001709042],"domain_scores_gemma":[0.9987337,0.00005884031,0.0002786773,0.00004351799,0.0004587274,0.0004264973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002773063,0.00002640492,0.997157,0.00001014088,0.00001690858,0.00005172831,0.001017506,0.00001622015,0.00005273236,0.00001629469,0.0002005807,0.001406836],"study_design_scores_gemma":[0.000002047198,0.00001467908,0.9972444,0.00002197648,0.000009698368,0.00003960564,0.002381176,0.00003963178,0.00001222859,0.000007865544,0.0002229038,0.000003799642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985144,0.0003351709,0.00002701768,0.0001374516,0.000006356971,0.00001310479,0.0005737417,0.000001721532,0.0003910997],"genre_scores_gemma":[0.9981577,0.0005544085,0.00007557467,0.00008810658,0.000004798215,0.00001434884,0.0006537829,0.000002136318,0.000449167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02798396,"threshold_uncertainty_score":0.05629748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09169328044428,"score_gpt":0.3062203560570035,"score_spread":0.2145270756127235,"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."}}