{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008994473,0.00117976,0.006540938,0.01299542,0.00140633,0.003403742,0.002121302,0.001722917,0.0041022],"category_scores_gemma":[0.04839917,0.0008719254,0.005627532,0.01802365,0.001447524,0.001399654,0.001782118,0.001222367,0.0001967028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01525756,"about_ca_system_score_gemma":0.06291411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4499781,"about_ca_topic_score_gemma":0.7159208,"domain_scores_codex":[0.9931744,0.001762943,0.001962261,0.0006764939,0.002061416,0.0003625474],"domain_scores_gemma":[0.9606215,0.02608395,0.005686426,0.0006978329,0.006104837,0.0008054252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004358464,0.00002329896,0.0065652,0.9062466,0.01485227,0.0001904654,0.0004498749,0.0001482919,0.0001243317,0.0006403654,0.007053541,0.06327002],"study_design_scores_gemma":[0.0002918106,0.0001101906,0.02904377,0.8654839,0.07420681,0.0003645503,0.0005464869,0.0001171481,0.0001410573,0.0004187891,0.02920226,0.00007335814],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001075095,0.9972332,0.00005906067,0.0002518618,0.00006831135,0.0001183934,0.0008973065,0.000005913227,0.0002909093],"genre_scores_gemma":[0.02743052,0.9705587,0.0004042016,0.000621534,0.00005364443,0.0002543568,0.000537741,0.000008007108,0.0001313305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5500219,"threshold_uncertainty_score":0.8947178,"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."}}