{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007520994,0.00005192948,0.00009217106,0.00001091241,0.001051018,0.0000631305,0.00004551837,0.00006480124,0.00008841846],"category_scores_gemma":[0.000009684857,0.00004787788,0.00003418909,0.0001030291,0.0001459975,0.0002346306,0.00005635104,0.0001223718,0.00001736313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057665,"about_ca_system_score_gemma":0.0002373108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730875,"about_ca_topic_score_gemma":0.002941075,"domain_scores_codex":[0.9989979,0.0001039968,0.00009832789,0.0001731747,0.0002925376,0.0003341069],"domain_scores_gemma":[0.9996191,0.00002730124,0.00003538301,0.00005788506,0.00002897642,0.0002313664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003248798,0.00009630272,0.7336839,0.0003750916,0.00002056297,2.688428e-7,0.1568164,1.866334e-7,0.000350483,0.00982814,0.03572174,0.06307443],"study_design_scores_gemma":[0.00140578,0.0001973792,0.4240938,0.00006924343,0.000006146807,0.000002155809,0.3088353,0.0002576317,0.00008588831,0.004763397,0.25998,0.0003032596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835055,0.004529654,0.00001716594,0.002589127,0.0002711915,0.0003901688,0.00001595128,0.00002745993,0.008653798],"genre_scores_gemma":[0.9679152,0.02772141,0.0001506267,0.0005662256,0.0001330906,0.000004041482,0.00001726861,0.000003193738,0.00348896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3095901,"threshold_uncertainty_score":0.9892351,"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."}}