{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001649874,0.0001700069,0.0003626771,0.00009101812,0.0002179629,0.00001905115,0.00008737222,0.00009860007,0.0003255915],"category_scores_gemma":[0.00003150063,0.0001511781,0.00005436932,0.0001707905,0.00003117874,0.00004868402,0.000009412513,0.000154463,0.0004301199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006793473,"about_ca_system_score_gemma":0.0001857091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003722372,"about_ca_topic_score_gemma":0.01056407,"domain_scores_codex":[0.9983791,0.0001005689,0.0003452314,0.0004354891,0.0001348558,0.0006047682],"domain_scores_gemma":[0.9988413,0.0002377167,0.0001552769,0.0003823921,0.00007773873,0.0003055112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003134504,0.0005770538,0.1133709,0.00541499,0.00009762798,0.000004715482,0.4452934,0.0000283875,0.0000239926,0.08203059,0.1848489,0.1651749],"study_design_scores_gemma":[0.005679968,0.007925308,0.2667721,0.000172936,0.00002238973,0.00001290004,0.2430689,0.00008551422,0.00001497031,0.0006939455,0.4750545,0.0004965749],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546,0.006809293,0.0001492083,0.02180695,0.00157531,0.003023521,0.0003368105,0.0001779751,0.01152095],"genre_scores_gemma":[0.9947133,0.0003650053,0.0004702251,0.002343728,0.0001358125,0.0002767177,0.0001354372,0.00003429163,0.001525496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2902056,"threshold_uncertainty_score":0.6164864,"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."}}