{"id":"W2950113215","doi":"10.1177/2156869319856930","title":"Immigration, Visible-Minority Status, Gender, and Depression","year":2019,"lang":"en","type":"article","venue":"Society and Mental Health","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Social Science Research Council","keywords":"Immigration; Residence; Depression (economics); Refugee; Psychology; Demography; Mental health; Anger; Gerontology; Medicine; Psychiatry; Sociology; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002443003,0.0001332279,0.0001685775,0.0004530775,0.0008098222,0.0005800273,0.000252649,0.0002213936,0.001386935],"category_scores_gemma":[0.001106521,0.0001189402,0.0001956062,0.0004657437,0.0005697289,0.0002063062,0.0004579973,0.0003464854,0.0001296202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007610966,"about_ca_system_score_gemma":0.0008406322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1775331,"about_ca_topic_score_gemma":0.3956511,"domain_scores_codex":[0.9998411,0.00003372059,0.000009700189,0.00001876096,0.00003662863,0.00006012009],"domain_scores_gemma":[0.9993143,0.00006778956,0.0002769685,0.00001995246,0.00005540949,0.0002656325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003871965,0.00002527119,0.9985727,0.000003016814,0.00001012929,0.00004303125,0.0003935099,0.000006914934,0.0001232955,0.00001506975,0.00002505569,0.0007432479],"study_design_scores_gemma":[8.919549e-7,0.00002343653,0.9991996,0.000003128488,0.000003165764,0.00003387685,0.000665208,0.00001310907,0.00001042195,0.000005214746,0.00004103425,8.932062e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996756,0.00007435393,0.000004566495,0.00002482293,0.000001804454,0.000001180771,0.00002899629,2.828054e-7,0.000188318],"genre_scores_gemma":[0.9997402,0.00006557068,0.000009796271,0.00001180714,0.000002370801,0.000001007009,0.00003811733,2.437407e-7,0.0001308139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1775331,"threshold_uncertainty_score":0.3529994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091412868867247,"score_gpt":0.3848465031352467,"score_spread":0.3539323744465742,"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."}}