{"id":"W2730608767","doi":"10.1093/geroni/igx004.4648","title":"FOREIGN-BORN AND MIGRANT DIRECT CARE WORKERS: A SOLUTION TO THE GLOBAL DEMAND FOR ELDERCARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Human capital; Presentation (obstetrics); Business; Economic growth; Foreign born; Capital (architecture); Political science; Economics; Immigration; Medicine; Geography","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":[0.00444633,0.0005463434,0.0004829501,0.001051901,0.003988367,0.006414066,0.0008918466,0.004534872,0.007894505],"category_scores_gemma":[0.004428708,0.0001904738,0.0006874308,0.0009437428,0.002538824,0.005473141,0.008112402,0.004305557,0.001028169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863552,"about_ca_system_score_gemma":0.00990292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003612286,"about_ca_topic_score_gemma":0.01094612,"domain_scores_codex":[0.9984468,0.0005682582,0.00009363155,0.0001225293,0.000307537,0.0004612765],"domain_scores_gemma":[0.9975317,0.0007245264,0.0003443834,0.0001543793,0.0004246568,0.0008203698],"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":[0.0001377782,0.0002723753,0.03781987,0.002596131,0.00006644485,0.006490881,0.06703614,0.0005599968,0.001986042,0.1532878,0.1605206,0.5692258],"study_design_scores_gemma":[0.00002766927,0.0003496404,0.0171253,0.004464659,0.00005758383,0.00553869,0.1980211,0.0003515194,0.0006300902,0.02763951,0.7457265,0.00006771796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1125784,0.06906038,0.005037942,0.7257946,0.01063493,0.00008893536,0.0001139166,0.0001573082,0.0765335],"genre_scores_gemma":[0.6660789,0.1151628,0.0116988,0.1370283,0.008888147,0.0002560986,0.0002538253,0.0001318224,0.0605013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007894505,"threshold_uncertainty_score":0.0264098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010479703037057,"score_gpt":0.3360809323554897,"score_spread":0.3059761353251191,"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."}}