{"id":"W2806337578","doi":"10.1016/j.socscimed.2018.05.045","title":"Migration among temporary foreign workers: Examining health and access to health care among Filipina live-in caregivers","year":2018,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Government (linguistics); Health care; Gerontology; Affect (linguistics); Work (physics); Population; Nursing; Family caregivers; Psychology; Medicine; Environmental health; Economic growth; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001863647,0.0001732826,0.0004238066,0.0003056278,0.003490801,0.00002308615,0.0003159283,0.00008243794,0.0000644204],"category_scores_gemma":[0.0003723429,0.0001396988,0.00001843717,0.001249009,0.001686536,0.0005796029,0.0002306304,0.0002926828,0.000006017506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007014145,"about_ca_system_score_gemma":0.0009996728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06864853,"about_ca_topic_score_gemma":0.06035428,"domain_scores_codex":[0.9972908,0.0002951942,0.0004943943,0.0005024589,0.0005769064,0.0008402801],"domain_scores_gemma":[0.9986982,0.0001393045,0.0003137821,0.0001524607,0.0002490381,0.0004472189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001680138,0.000004536713,0.6715711,0.00006884193,0.000002282515,9.794229e-7,0.3032131,8.213549e-8,0.000002563658,0.00006817229,0.01974137,0.005310224],"study_design_scores_gemma":[0.0003891992,0.0004303688,0.6127685,0.0007389155,0.000002560001,6.97707e-8,0.3846094,0.000004830757,0.000001033413,0.00005923851,0.0009108894,0.00008497341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663727,0.0007157242,0.00004068134,0.02109378,0.0006447905,0.001219203,0.000005278083,0.00007163144,0.009836228],"genre_scores_gemma":[0.9942116,0.0001089833,0.00001999176,0.004179567,0.001157907,0.00008470797,0.00001512993,0.00001320447,0.0002089651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08139634,"threshold_uncertainty_score":0.9978065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09545887386821893,"score_gpt":0.4493469685448879,"score_spread":0.353888094676669,"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."}}