{"id":"W2797000763","doi":"10.1007/s12134-018-0546-4","title":"Age and Gender Variations in Healthy Immigrant Effect: a Population Study of Immigrant Well-Being in Canada","year":2018,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Residence; Medicine; Mental health; Gerontology; Population; Demography; Psychology; Psychiatry; Geography; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002771082,0.0003695512,0.0005791672,0.001571196,0.0001234768,0.0001772215,0.0003048365,0.0002145229,0.0002960677],"category_scores_gemma":[0.001021255,0.0003484304,0.0001056342,0.0006330108,0.00009650141,0.0009108874,0.0000351777,0.0007253886,0.000004290243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306467,"about_ca_system_score_gemma":0.0006433887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5832064,"about_ca_topic_score_gemma":0.9628079,"domain_scores_codex":[0.9948913,0.001366203,0.002265916,0.0004676023,0.000678971,0.0003299603],"domain_scores_gemma":[0.9961784,0.001075335,0.0013603,0.0002308206,0.0009628249,0.0001922927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002363753,0.001266975,0.7936814,0.00006812599,0.0001854765,0.00008907197,0.1076673,0.0007154162,0.003514092,0.08302718,0.000787104,0.006634076],"study_design_scores_gemma":[0.003999739,0.001750969,0.9525117,0.0003190017,0.00004817817,0.0003511395,0.01174261,0.02423622,0.0004332139,0.003505709,0.0008092093,0.0002922707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819581,0.0001768813,0.01141029,0.002221936,0.001001609,0.0007465664,0.00002749728,0.00001910176,0.002438017],"genre_scores_gemma":[0.9964461,0.0004554803,0.001318965,0.000851977,0.0003723301,0.000136948,0.0001698962,0.00003476126,0.0002134862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3796015,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647468395188575,"score_gpt":0.3287301312875676,"score_spread":0.3122554473356818,"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."}}