{"id":"W2919129779","doi":"10.1007/s00038-019-01218-z","title":"Source-country individualism, cultural shock, and depression among immigrants","year":2019,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto; Statistics Canada","funders":"","keywords":"Immigration; Individualism; Public health; Shock (circulatory); Depression (economics); Psychology; Medicine; Environmental health; Demographic economics; Political science; Social psychology; Sociology; Economics; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.004106045,0.00006404319,0.0001595715,0.0002333592,0.0002247479,0.0004259064,0.0005168811,0.00007630979,0.0003165951],"category_scores_gemma":[0.0008051326,0.00005070885,0.00005998389,0.0001643606,0.0001594473,0.001213827,0.00009591233,0.000326908,0.00002704879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002421109,"about_ca_system_score_gemma":0.0007935728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289828,"about_ca_topic_score_gemma":0.003523144,"domain_scores_codex":[0.997326,0.0003699572,0.0003680429,0.0001091933,0.001503587,0.0003232773],"domain_scores_gemma":[0.9983968,0.0001181989,0.0003331708,0.00005628191,0.0007278178,0.0003677551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001906245,0.0000715256,0.8619945,0.00001255698,0.00007388494,0.000009150422,0.02740722,0.00000480064,0.00003349158,0.00182808,0.006601557,0.1019442],"study_design_scores_gemma":[0.0008201454,0.0000747561,0.691893,0.0001327334,0.00000345023,0.00004233278,0.02236948,0.00006121285,0.00000864344,0.0006872092,0.2837883,0.0001187183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787896,0.0004547221,0.0001401,0.01604589,0.001458923,0.00009895223,0.000006620374,0.00001051486,0.002994678],"genre_scores_gemma":[0.9954237,0.0009550579,0.00005746976,0.0006502278,0.001010911,9.377735e-7,0.000004712927,0.000005491972,0.001891528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2771868,"threshold_uncertainty_score":0.9936749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06073670362223898,"score_gpt":0.4138507556551647,"score_spread":0.3531140520329257,"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."}}