{"id":"W2936460746","doi":"10.33423/jabe.v21i1.656","title":"Heath Status of U.S. Immigrants and the Process of Becoming a Legal Permanent Resident Alien","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Alien; Legal status; Cohort; Demographic economics; Geography; Political science; Demography; Medicine; Psychology; Sociology; Law; Economics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003997293,0.00008544471,0.0003761438,0.00008353772,0.000039106,0.00001937917,0.00008058381,0.00005055875,0.00005773346],"category_scores_gemma":[0.000005802803,0.00005819346,0.00003497608,0.0000523911,0.00007939033,0.00009347236,0.00001748043,0.000100019,0.00000140385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001545774,"about_ca_system_score_gemma":0.0001034598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008087046,"about_ca_topic_score_gemma":0.0002476799,"domain_scores_codex":[0.9990757,0.00001275855,0.000588664,0.0001014024,0.00005571057,0.0001657734],"domain_scores_gemma":[0.9990144,0.00006981587,0.0006298315,0.0001116723,0.0001023706,0.00007185737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04222877,0.001129373,0.3639442,0.003932669,0.001413576,0.00001887102,0.2447176,0.007301729,0.001314756,0.2612986,0.001871703,0.07082818],"study_design_scores_gemma":[0.01655606,0.0002802772,0.9414405,0.0001620562,0.0001776669,0.0002333021,0.02870057,0.0005835564,0.0005669954,0.006269003,0.00475054,0.0002794154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967566,0.000805649,0.00001628455,0.0003375071,0.0001901454,0.0001987025,0.000009219313,0.000001211995,0.001684739],"genre_scores_gemma":[0.9984042,0.001281765,0.00006020126,0.0001261209,0.00007499607,0.000003618717,0.00000165508,0.000008146842,0.00003930681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5774963,"threshold_uncertainty_score":0.237306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120589923113925,"score_gpt":0.2679916856547134,"score_spread":0.2559326933433209,"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."}}