{"id":"W2810442827","doi":"10.1177/2329496518780922","title":"Economic Development of Origin-countries, Life-stage at Immigration, and Length of Residence Effects on Psychological Distress","year":2018,"lang":"en","type":"article","venue":"Social Currents","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Social Science Research Council","keywords":"Immigration; Residence; Stressor; Distress; Psychological distress; Mental health; Demography; Demographic economics; Psychology; Geography; Sociology; Economics; Clinical psychology; Psychiatry","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":[0.0002131873,0.0001236612,0.0002265365,0.00005382538,0.0002233422,0.000007066684,0.0001152342,0.0001246918,0.0004376478],"category_scores_gemma":[0.00003617225,0.0001134602,0.00003332672,0.00006441134,0.000187797,0.00004474661,0.00002613123,0.00008734138,0.0001528671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007282226,"about_ca_system_score_gemma":0.0000643782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206237,"about_ca_topic_score_gemma":0.00104556,"domain_scores_codex":[0.9988376,0.0001110082,0.0004060938,0.0002845533,0.0001407685,0.0002199244],"domain_scores_gemma":[0.9993326,0.0001085642,0.0002527505,0.0001456774,0.00006390943,0.00009648174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002347681,0.0007378829,0.740472,0.0007104725,0.0001895104,0.000003739541,0.08344667,4.978626e-7,0.0002198447,0.04140101,0.03944508,0.09102557],"study_design_scores_gemma":[0.001269789,0.000342799,0.9865896,0.00005699417,0.0000142939,6.013868e-7,0.0003342306,0.000003360768,0.001252356,0.0002186807,0.00977168,0.0001456616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972897,0.0002380408,0.00004767624,0.0001037816,0.00101206,0.0002441553,0.0000843998,0.00001565389,0.0009645029],"genre_scores_gemma":[0.9991556,0.00003544342,0.00006154738,0.00008298205,0.0003034845,0.00002852516,0.00004354215,0.000008257608,0.0002806459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2461175,"threshold_uncertainty_score":0.4791936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905685283274942,"score_gpt":0.3826284524148746,"score_spread":0.3435715995821252,"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."}}