{"id":"W1994217065","doi":"10.1111/j.1547-5069.2003.00107.x","title":"Push and Pull Factors in International Nurse Migration","year":2003,"lang":"en","type":"review","venue":"Journal of Nursing Scholarship","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":289,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Developing country; Developed country; Nursing shortage; Investment (military); Nursing; Human migration; Business; Medicine; Economic growth; Political science; Population; Economics; Environmental health; Nurse education; Government (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002493015,0.0003785957,0.001511961,0.0008400969,0.000271226,0.00006522079,0.0004217391,0.0008285402,0.0001678452],"category_scores_gemma":[0.00112688,0.0002997456,0.0002633844,0.0004621227,0.00007111885,0.0006247982,0.00001892127,0.003908949,0.00003600993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002171738,"about_ca_system_score_gemma":0.0008972847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002529044,"about_ca_topic_score_gemma":0.00006455699,"domain_scores_codex":[0.9943812,0.001966986,0.002214718,0.0002690411,0.0006046102,0.0005633871],"domain_scores_gemma":[0.9959286,0.0007614417,0.002373358,0.000221215,0.0003876741,0.0003277405],"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":[0.00006700004,0.0002652683,0.03000069,0.005153582,0.00009334248,0.00007111011,0.003550221,0.000001436435,7.122771e-7,0.0007789243,0.005058751,0.954959],"study_design_scores_gemma":[0.0004428104,0.00008977318,0.002642761,0.1437391,0.0002182282,0.0001417527,0.001665931,0.000001022369,1.782236e-7,0.0008981986,0.8499486,0.0002116898],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007727127,0.982354,0.000008327143,0.0005996936,0.005996433,0.000650031,0.00001519306,0.00001542702,0.002633792],"genre_scores_gemma":[0.001225482,0.9964609,0.000677421,0.0001511279,0.0006188701,0.00001025595,0.00002964565,0.00005849473,0.0007677963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9547473,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2081679477489085,"score_gpt":0.5486711858000756,"score_spread":0.3405032380511671,"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."}}