{"id":"W2797000763","doi":"10.1007/s12134-018-0546-4","title":"Age and Gender Variations in Healthy Immigrant Effect: a Population Study of Immigrant Well-Being in Canada","year":2018,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Residence; Medicine; Mental health; Gerontology; Population; Demography; Psychology; Psychiatry; Geography; Environmental health; Sociology","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":[0.0007536975,0.0003844394,0.0005336885,0.001598401,0.004590167,0.001846101,0.001143006,0.0007966085,0.002103705],"category_scores_gemma":[0.001873756,0.0004248818,0.0007690492,0.0039148,0.00131449,0.000767506,0.001229415,0.001086927,0.0002685988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00921128,"about_ca_system_score_gemma":0.0106641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9603366,"about_ca_topic_score_gemma":0.9802834,"domain_scores_codex":[0.999068,0.0001124044,0.00006388621,0.0001465979,0.0001615727,0.0004476555],"domain_scores_gemma":[0.9983009,0.000130581,0.0002688039,0.00007060894,0.0006059832,0.0006231928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007651727,0.00007582592,0.993139,0.000007663056,0.00004268028,0.0000991424,0.004549977,0.00002079018,0.0001805231,0.00006690779,0.000200685,0.001540187],"study_design_scores_gemma":[0.000002269016,0.0000221733,0.9921554,0.000008577879,0.00001193002,0.00003420768,0.007486421,0.000030695,0.0000181803,0.00001326189,0.0002099539,0.000007040679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990338,0.000155843,0.00002303403,0.00006938289,0.000006324138,0.00000940179,0.0002665002,0.000001354644,0.0004344817],"genre_scores_gemma":[0.9989474,0.0001538744,0.00004536979,0.00005216829,0.000002997472,0.00000944475,0.0002759332,0.000003274594,0.0005096071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03966343,"threshold_uncertainty_score":0.07979399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647468395188575,"score_gpt":0.3287301312875676,"score_spread":0.3122554473356818,"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."}}