{"id":"W6991553566","doi":"","title":"The Healthy Immigrant Effect in Canada: A Systematic Review","year":2015,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Human capital; Variation (astronomy); Mental health; Selection (genetic algorithm); Public health","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":[0.002278289,0.0003217273,0.000755617,0.0002134397,0.0002573349,0.00007486322,0.0008481991,0.0001281646,0.00001888279],"category_scores_gemma":[0.0002259736,0.0002507005,0.0001105257,0.0007299338,0.00005539704,0.0003586685,0.00009396682,0.0006566762,0.0003951144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362757,"about_ca_system_score_gemma":0.001431254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1168018,"about_ca_topic_score_gemma":0.9844133,"domain_scores_codex":[0.9953057,0.002202281,0.0006695677,0.0004942598,0.0005363655,0.0007917968],"domain_scores_gemma":[0.997386,0.0005544953,0.0003654316,0.000932974,0.0001566833,0.0006044647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003425373,0.00005265376,0.9758168,0.02138945,0.00007364965,0.0004840923,0.001432744,0.000001957626,6.84247e-7,0.0002063267,0.00006022373,0.0001388412],"study_design_scores_gemma":[0.003338161,0.0005173273,0.9697035,0.02022878,0.0002850984,0.0001330401,0.003051132,3.829429e-7,0.000009903734,0.00005173016,0.002156581,0.0005243749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734592,0.02178811,0.00002195639,0.001527951,0.0007862014,0.002039134,0.00001796926,0.00006091921,0.0002985093],"genre_scores_gemma":[0.9930936,0.0008675055,0.000001829216,0.003206975,0.00005326858,0.00003077825,0.00001665886,0.00003315458,0.002696217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8676115,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08515600265460463,"score_gpt":0.3461214608123236,"score_spread":0.260965458157719,"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."}}