{"id":"W2104564949","doi":"10.1111/j.1466-7657.2008.00666.x","title":"Ontario's internationally educated nurses and waste in human capital","year":2009,"lang":"en","type":"review","venue":"International Nursing Review","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Workforce; Underemployment; Nursing; Health care; Human resources; Medicine; Human capital; Globalization; Unemployment; Nurse education; Economic growth; Business; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007977047,0.0006295797,0.002254107,0.0005061888,0.0002767378,0.00004009426,0.0008135771,0.0004582255,0.002033493],"category_scores_gemma":[0.000358981,0.0005589287,0.0003235208,0.0003647032,0.0001231182,0.0002256129,0.0001091526,0.001806098,0.0003550154],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004655741,"about_ca_system_score_gemma":0.00139212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005060566,"about_ca_topic_score_gemma":0.01174469,"domain_scores_codex":[0.9948481,0.0006786549,0.00240207,0.0007591503,0.0006365818,0.0006754321],"domain_scores_gemma":[0.9973557,0.0004251298,0.001223208,0.0004152588,0.0003431241,0.0002375584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006227991,0.0001848701,0.0002443635,0.0260352,0.0000746989,0.00002864233,0.0009596868,1.394141e-7,5.029088e-8,0.006475396,0.02509439,0.9408963],"study_design_scores_gemma":[0.0001291887,0.00002799113,0.00009980927,0.4391886,0.0001579799,0.00003768932,0.00008299357,5.551273e-7,8.408731e-9,0.0007789104,0.5592601,0.0002361898],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001697299,0.944723,0.00000161725,0.001819535,0.004092169,0.002685079,0.00004848905,0.00006915235,0.04639124],"genre_scores_gemma":[0.00007401818,0.9778709,0.0001553482,0.001407174,0.0007253955,0.0003228317,0.0007618684,0.00006313555,0.01861927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9406602,"threshold_uncertainty_score":0.9996862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08384391457179917,"score_gpt":0.5301967953467521,"score_spread":0.4463528807749529,"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."}}