{"id":"W2054627732","doi":"10.1503/cmaj.070395","title":"Healthier on arrival? Further insight into the \"healthy immigrant effect\"","year":2007,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eclampsia; Placental abruption; Immigration; Medicine; Obstetrics; Pregnancy; Preeclampsia; Bioinformatics; Biology; Political science; Fetus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007678672,0.000472089,0.0006738419,0.0007310504,0.001130784,0.0001443153,0.0007585652,0.003979411,0.01632982],"category_scores_gemma":[0.001372813,0.0003226207,0.0003304858,0.0005032179,0.0001106229,0.00006289839,0.00001236827,0.01396862,0.003744509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003201005,"about_ca_system_score_gemma":0.005546493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05964463,"about_ca_topic_score_gemma":0.2863335,"domain_scores_codex":[0.9907826,0.002554136,0.001302563,0.0005080848,0.002972101,0.001880491],"domain_scores_gemma":[0.9933381,0.002021516,0.0009499302,0.0004987217,0.0004156632,0.002776035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006343199,0.00002117642,0.002042528,0.00004599525,0.000186599,0.001402704,0.016911,2.404039e-7,3.299796e-8,0.0001454083,0.936745,0.04243585],"study_design_scores_gemma":[0.001267189,0.0004880279,0.008834357,0.0001294123,0.00004764672,0.0003438703,0.0004269077,0.000004790081,3.053613e-7,0.0001553988,0.9880154,0.0002866911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006685132,0.001907051,0.00004076937,0.9667462,0.01110297,0.000629272,0.00004615068,0.00003853565,0.01280391],"genre_scores_gemma":[0.008644958,0.0002861783,0.00001356457,0.9503268,0.03579993,0.00006019343,0.000135766,0.00009013494,0.004642499],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2266888,"threshold_uncertainty_score":0.9999226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019713033891684,"score_gpt":0.2952907016634178,"score_spread":0.2850935713245009,"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."}}