{"id":"W2945195413","doi":"10.1111/jonm.12803","title":"Emigration and job security: An analysis of workforce trends for Spanish‐trained nurses (2010–2015)","year":2019,"lang":"en","type":"article","venue":"Journal of Nursing Management","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Job security; Emigration; Workforce; Accreditation; Business; Nursing; Health care; Work (physics); Nursing management; Workforce planning; Medicine; Political science; Economic growth; Medical education; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001749283,0.0002303984,0.0002695331,0.00201275,0.000238365,0.0006712686,0.0005206867,0.0004298118,0.001571598],"category_scores_gemma":[0.002838277,0.0001413464,0.0005573515,0.002155376,0.0002087579,0.000595753,0.0009729165,0.0004160011,0.0004574062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015003,"about_ca_system_score_gemma":0.001399187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05768152,"about_ca_topic_score_gemma":0.06097377,"domain_scores_codex":[0.9995484,0.00006700736,0.00007791189,0.00009321657,0.00007953376,0.000134004],"domain_scores_gemma":[0.9978708,0.0002260183,0.001047362,0.00007876045,0.0005013512,0.0002756431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000810989,0.00002358448,0.9941367,0.00007818807,0.00004781665,0.00004595751,0.0002838846,0.00009312837,0.00004538078,0.00003010106,0.0009073231,0.004226917],"study_design_scores_gemma":[0.000001890992,0.00003564676,0.997778,0.00004668933,0.000009366209,0.00004645464,0.0008721729,0.0001052659,0.00002165527,0.0000112074,0.001068667,0.000002808328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899962,0.001602699,0.0001400385,0.0002940482,0.00002885103,0.00001804348,0.006799301,0.00001492162,0.001105988],"genre_scores_gemma":[0.9902501,0.001022463,0.0001439706,0.0001029589,0.00002254394,0.00003576808,0.00752169,0.000007923717,0.0008927007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05768152,"threshold_uncertainty_score":0.1146915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442914126815013,"score_gpt":0.4639905253236271,"score_spread":0.409561384055477,"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."}}