{"id":"W2052633658","doi":"10.1080/13691830600704149","title":"Chronic Conditions and the Healthy Immigrant Effect: Evidence from Canadian Immigrants","year":2006,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Immigration; Foreign born; Demography; Medicine; Population health; Population; Chronic condition; Chronic disease; Gerontology; Disease; Environmental health; Geography; Sociology; Family medicine","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":[0.00103623,0.0001447249,0.0003846583,0.0001447888,0.0004570736,0.00002758339,0.0000752175,0.00008015049,0.00005824892],"category_scores_gemma":[0.0001639216,0.00008654773,0.00007867059,0.0001678527,0.0002952465,0.0001640606,0.00001063486,0.0002581136,0.00001219148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008890409,"about_ca_system_score_gemma":0.0001835504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2994793,"about_ca_topic_score_gemma":0.8562607,"domain_scores_codex":[0.9984753,0.0003626899,0.0005807286,0.0001599842,0.000167832,0.0002534594],"domain_scores_gemma":[0.9978029,0.00134556,0.0003598293,0.0001290611,0.0002069381,0.0001557121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00487321,0.0002299781,0.2166096,0.0006102888,0.002706915,0.0001989338,0.3242681,0.00009458798,0.001398657,0.0261951,0.3412618,0.08155293],"study_design_scores_gemma":[0.004144515,0.0007347599,0.9777106,0.0002801703,0.000256997,0.0001329254,0.009084587,0.00003516736,0.00004487839,0.002494985,0.004933989,0.0001464227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7011974,0.2861199,0.00006937311,0.01186275,0.0004193514,0.0002309163,0.00002269188,0.000005504625,0.00007209476],"genre_scores_gemma":[0.9784426,0.01985373,0.00002974375,0.0007525801,0.0006046842,0.00003144617,0.000006850403,0.000007376267,0.0002710091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7611011,"threshold_uncertainty_score":0.7051855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419611499395514,"score_gpt":0.3834736565407247,"score_spread":0.3392775415467695,"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."}}