{"id":"W2068721416","doi":"10.1111/j.1475-4932.2007.00373.x","title":"Health Assimilation Patterns Amongst Australian Immigrants*","year":2007,"lang":"en","type":"article","venue":"Economic Record","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Immigration; Australian population; Population; Probit model; Geography; Demography; Demographic economics; Population health; Assimilation (phonology); Medicine; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005768459,0.0001413845,0.0001976072,0.0008127398,0.0009508735,0.0007701959,0.0002110243,0.0004265017,0.001357708],"category_scores_gemma":[0.002313124,0.0001671201,0.0002122683,0.0009961838,0.0005373304,0.0005178803,0.001389533,0.0004877953,0.0002120859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007032161,"about_ca_system_score_gemma":0.0005243486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07713616,"about_ca_topic_score_gemma":0.09134994,"domain_scores_codex":[0.9996454,0.0000944956,0.00003714006,0.00004758829,0.00006783776,0.0001075547],"domain_scores_gemma":[0.9993646,0.00005568818,0.0002256073,0.0000335093,0.0001620165,0.0001586368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000102277,0.00005971903,0.978475,0.00002312785,0.00003039951,0.0002306084,0.01334273,0.00003907941,0.0005789754,0.0001663177,0.0002383818,0.006713361],"study_design_scores_gemma":[0.000001057825,0.00004347736,0.9936088,0.000009515697,0.000003838706,0.00007812651,0.005831679,0.0000386404,0.00002346206,0.00003377338,0.0003234297,0.000004176563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993401,0.00007895092,0.000009895391,0.00009598165,0.00000283568,0.000003788647,0.00004047772,4.800801e-7,0.000427414],"genre_scores_gemma":[0.9993787,0.00010958,0.00001904693,0.00004474346,0.000002664968,0.000005796994,0.00006541526,5.842708e-7,0.0003734574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07713616,"threshold_uncertainty_score":0.1533744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033227388839618,"score_gpt":0.3432248883487936,"score_spread":0.3099974995091756,"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."}}