{"id":"W1523060541","doi":"","title":"Influence of Education Portability and Geographical Mobility on Nursing Retention in Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Global Health Care Systems","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software portability; Salary; Workforce; Economic shortage; Nursing research; Nursing; Business; Nursing shortage; Nurse education; Medicine; Political science; Economic growth; Economics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001916906,0.000163714,0.0006862596,0.00009959149,0.0002000749,0.000003323868,0.0001768384,0.000176991,0.000009222465],"category_scores_gemma":[0.0002737606,0.0001426239,0.00005910335,0.0004943353,0.00008617044,0.0001557872,0.00002358669,0.000613288,0.00000103251],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008980692,"about_ca_system_score_gemma":0.01602442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9186217,"about_ca_topic_score_gemma":0.7586694,"domain_scores_codex":[0.994985,0.001277188,0.002348436,0.0002382322,0.0006162084,0.000534893],"domain_scores_gemma":[0.996008,0.0001587232,0.001907307,0.0003015407,0.001131127,0.0004932813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003654691,0.0001476451,0.987093,0.00222483,0.000006673861,0.000003777342,0.00223201,0.00008556971,8.958375e-7,0.002780437,0.0009752485,0.004084442],"study_design_scores_gemma":[0.0004313966,0.0005036247,0.9530608,0.007113818,0.000009673518,0.00002605817,0.03780793,0.00001340266,8.566924e-7,0.0003777086,0.0005731413,0.00008159155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884161,0.006258942,0.000008127767,0.0004651796,0.002148595,0.001104821,0.00006400573,0.000008435406,0.001525769],"genre_scores_gemma":[0.9991751,0.000164145,0.000129396,0.0003838288,0.0001146924,0.00001630948,0.00000408562,0.000007560735,0.000004848031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1599523,"threshold_uncertainty_score":0.9948236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803529517564562,"score_gpt":0.4094947556218599,"score_spread":0.3814594604462143,"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."}}