{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216166,0.0001766805,0.0006682557,0.0008740601,0.0002292115,0.00002323752,0.000211379,0.0001403338,0.0002557386],"category_scores_gemma":[0.0000355814,0.0001539082,0.0001885001,0.0008013324,0.00005513467,0.0003218142,0.00002752538,0.0002635352,0.000004061102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003343483,"about_ca_system_score_gemma":0.00004769519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003784991,"about_ca_topic_score_gemma":0.0001347743,"domain_scores_codex":[0.9975691,0.0002410764,0.001071199,0.0002272057,0.0004418154,0.0004495871],"domain_scores_gemma":[0.9977756,0.0001932217,0.001143487,0.000325557,0.000352456,0.0002097007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004511311,0.001800728,0.4009025,0.002667707,0.004217853,0.00002960112,0.0588924,0.005350181,0.0004215785,0.1010642,0.1090471,0.3110949],"study_design_scores_gemma":[0.008487878,0.003488838,0.7269446,0.009272391,0.01046916,0.00001664537,0.09102881,0.0272449,0.00006544745,0.01115861,0.1109884,0.0008343335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852336,0.0006399606,0.001696362,0.002758001,0.002129582,0.0007800848,0.00002052183,0.00002871746,0.006713157],"genre_scores_gemma":[0.9883268,0.0002249799,0.004758803,0.0002945158,0.000222295,0.00001210569,0.00002869968,0.00002378125,0.006107977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3260421,"threshold_uncertainty_score":0.6276196,"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."}}