{"id":"W4366264546","doi":"10.1007/s11113-023-09788-w","title":"Health Across Borders: A Crossnational Comparison of Immigrant Health in Europe","year":2023,"lang":"en","type":"article","venue":"Population Research and Policy Review","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Institute on Aging","keywords":"Immigration; Disadvantaged; Socioeconomic status; Disadvantage; Health equity; Demographic economics; Mental health; Social determinants of health; Population; Geography; Demography; Gerontology; Psychology; Health care; Political science; Medicine; Economic growth; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004477518,0.0001044926,0.0005037209,0.0004239141,0.000297773,0.00002414211,0.0001241925,0.00004841705,0.000110508],"category_scores_gemma":[0.0005369817,0.00009557675,0.00003429997,0.003331002,0.0000901472,0.00007279195,0.00004347996,0.0003008384,0.0001366714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008331335,"about_ca_system_score_gemma":0.0004738737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06104833,"about_ca_topic_score_gemma":0.01913588,"domain_scores_codex":[0.9965786,0.001013294,0.0009615527,0.0002911598,0.0004052724,0.0007501119],"domain_scores_gemma":[0.9987205,0.0002391492,0.0002425395,0.0002553831,0.0002567208,0.0002857203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001054731,0.0003735972,0.3013921,0.008386871,0.00002067983,0.000001965568,0.02161221,0.00001185763,0.00000139852,0.1036129,0.1199222,0.4445587],"study_design_scores_gemma":[0.00048481,0.0002811487,0.8872169,0.0009322904,6.5687e-7,0.000003835738,0.0003892476,0.00009841592,2.651554e-7,0.001105407,0.1094205,0.00006656407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3982588,0.30569,0.00004546164,0.2906751,0.0001976876,0.003429067,0.0004597194,0.0001105657,0.001133599],"genre_scores_gemma":[0.9049758,0.09034219,0.00005536572,0.003033423,0.0001247496,0.0001128954,0.000705094,0.00001851672,0.0006320133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5858247,"threshold_uncertainty_score":0.9987623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2834260808271276,"score_gpt":0.631928165466834,"score_spread":0.3485020846397063,"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."}}