{"id":"W2042763077","doi":"10.1016/j.apnu.2013.02.005","title":"Depression in Non-Korean Women Residing in South Korea Following Marriage to Korean Men","year":2013,"lang":"en","type":"article","venue":"Archives of Psychiatric Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Daegu University; Daegu Haany University","keywords":"Acculturation; Depression (economics); Demography; Psychology; Multilevel model; Literacy; Life satisfaction; Regression analysis; Descriptive statistics; Population; Gerontology; Clinical psychology; Medicine; Ethnic group; Social psychology; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003091546,0.000265365,0.0004370483,0.001097211,0.0001393382,0.00003161838,0.0003780092,0.00008853112,0.0001761378],"category_scores_gemma":[0.00001779203,0.0002476344,0.0001095121,0.0007190206,0.00004844572,0.0001991607,0.00006792635,0.0002464606,0.00006182657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407352,"about_ca_system_score_gemma":0.0000226027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526494,"about_ca_topic_score_gemma":0.00006217846,"domain_scores_codex":[0.9974223,0.000217071,0.0006858367,0.0005834039,0.0002177167,0.0008736922],"domain_scores_gemma":[0.9988765,0.0002184196,0.0001915339,0.0004467748,0.000006702368,0.0002600622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005199789,0.0007245166,0.6575339,0.00008125423,0.00003516187,0.00002869206,0.08878091,0.00002059981,0.001173977,0.0002776477,0.0006127689,0.2502106],"study_design_scores_gemma":[0.0035869,0.0003059512,0.9691043,0.0008936333,0.00002116629,0.000003724238,0.01506383,0.0002945835,0.0003282055,0.0100484,0.00001864006,0.0003306815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8815519,0.000358505,0.0001874782,0.0003331415,0.0007081787,0.00111275,0.000005361693,0.00003117477,0.1157116],"genre_scores_gemma":[0.9930086,0.000009718563,0.006012889,0.00009380847,0.0001321897,0.0002187075,0.00001531575,0.00004475381,0.0004640873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3115704,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288211287406885,"score_gpt":0.3226817163811647,"score_spread":0.3097996035070958,"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."}}