{"id":"W2948166643","doi":"10.1377/hlthaff.2018.05514","title":"Care For America’s Elderly And Disabled People Relies On Immigrant Labor","year":2019,"lang":"en","type":"article","venue":"Health Affairs","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Health care; Medicine; Long-term care; Quarter (Canadian coin); Population; Gerontology; Demographic economics; Nursing; Economic growth; Environmental health; Political science; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006116944,0.0001494925,0.0001618415,0.0004411249,0.002237584,0.001033784,0.0002461669,0.0002518182,0.007066655],"category_scores_gemma":[0.001942334,0.00008751919,0.0002103976,0.0005008796,0.001128757,0.0008649679,0.002679914,0.0005619975,0.0006801663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007447273,"about_ca_system_score_gemma":0.002514675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02592476,"about_ca_topic_score_gemma":0.08684837,"domain_scores_codex":[0.9995723,0.0001459155,0.00002401651,0.00003237179,0.00006625969,0.0001590129],"domain_scores_gemma":[0.9990627,0.0001841466,0.0002535321,0.00008667366,0.000118251,0.0002946203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008123078,0.0003182004,0.5946504,0.0003385488,0.00009441475,0.001211268,0.04194789,0.0001619859,0.002074055,0.01179008,0.05232352,0.2950084],"study_design_scores_gemma":[0.00001611869,0.0002775622,0.7397097,0.001731409,0.00005577362,0.001740791,0.114381,0.0002122743,0.0003407162,0.004047202,0.1374532,0.00003420224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346518,0.003220117,0.0003664159,0.0133754,0.0002874093,0.00002492006,0.0002930743,0.00002401339,0.0477568],"genre_scores_gemma":[0.980923,0.006211663,0.0004355175,0.006763212,0.0002040436,0.00002269742,0.0001763968,0.0000071579,0.005256331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02592476,"threshold_uncertainty_score":0.05154777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048439953737669,"score_gpt":0.3126303600572288,"score_spread":0.3021459605198521,"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."}}