{"id":"W2899072030","doi":"10.1093/geront/gny136","title":"The Healthy Immigrant Effect and Aging in the United States and Other Western Countries","year":2018,"lang":"en","type":"review","venue":"The Gerontologist","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":274,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Socioeconomic status; Medicine; Health care; Demography; Population; Demographic economics; Gerontology; Geography; Environmental health; Economic growth; Sociology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.003419665,0.0003531106,0.0007441739,0.00008404396,0.0006782886,0.0001551374,0.000479533,0.0002107709,0.00002313578],"category_scores_gemma":[0.00006496047,0.0001342016,0.00007274898,0.0001981157,0.0009793766,0.00002581386,0.00004675532,0.0005034712,0.00006573473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004005704,"about_ca_system_score_gemma":0.00006116745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0213607,"about_ca_topic_score_gemma":0.07077056,"domain_scores_codex":[0.9957184,0.002675969,0.0005529068,0.000360233,0.0001477195,0.0005447452],"domain_scores_gemma":[0.9950038,0.003875247,0.0003560038,0.000676472,0.00002693978,0.00006152355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007093199,0.00009781064,0.01168336,0.01259178,0.0004546059,0.00004476172,0.09849054,2.787111e-7,7.789076e-9,0.00913585,0.02145783,0.8453339],"study_design_scores_gemma":[0.0003604988,0.0002855415,0.002395366,0.0006766183,0.0001396645,0.0001495604,0.001595522,0.000002859672,1.28985e-8,0.0001286916,0.994121,0.00014468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0108487,0.9842215,0.00001295602,0.002639143,0.0003497057,0.001545492,0.00005498682,0.00003354785,0.0002939521],"genre_scores_gemma":[0.001714826,0.9948937,0.000002739025,0.002411031,0.0002041813,0.0003450741,0.00004440654,0.00002921639,0.0003547819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9726632,"threshold_uncertainty_score":0.9851561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06646718732167027,"score_gpt":0.4109809334055772,"score_spread":0.3445137460839069,"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."}}