{"id":"W2565046481","doi":"","title":"Migration and Mobility: Informing Nursing Health Human Resources Retention and Recruitment Policy","year":2016,"lang":"en","type":"article","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Disability Prevention and Rehabilitation; Victorian Order of Nurses","funders":"","keywords":"Economic shortage; Work (physics); Public relations; Health care; Nursing shortage; Nursing; Human resources; Business; Political science; Medicine; Government (linguistics); Engineering; Law","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":[0.02121217,0.0002916636,0.0004900708,0.001970146,0.002938597,0.006434288,0.00173402,0.003185694,0.01279163],"category_scores_gemma":[0.07573234,0.000257576,0.0003930649,0.002616846,0.003840991,0.008642683,0.005059228,0.002540254,0.0006124522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006432008,"about_ca_system_score_gemma":0.02458306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02310863,"about_ca_topic_score_gemma":0.03378384,"domain_scores_codex":[0.9878132,0.009839845,0.0004167333,0.0003216036,0.0005125995,0.001095955],"domain_scores_gemma":[0.9411428,0.04438461,0.006557427,0.0009922319,0.003770918,0.003151964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002740578,0.0009580656,0.2325591,0.003032473,0.0001037966,0.0005276052,0.04587428,0.007956726,0.0001694326,0.151429,0.09066495,0.4664507],"study_design_scores_gemma":[0.00009631883,0.0007338282,0.1215518,0.02477564,0.00016098,0.0002765614,0.420059,0.01737761,0.0004039609,0.2722882,0.1420509,0.0002251006],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2074523,0.01082246,0.01088209,0.6802485,0.0009661214,0.000577346,0.0007462718,0.00006988296,0.0882351],"genre_scores_gemma":[0.9725476,0.007608276,0.004080007,0.01173216,0.0005225971,0.0005136199,0.0001619991,0.00001475027,0.00281895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02310863,"threshold_uncertainty_score":0.112182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1386804156965201,"score_gpt":0.4948066260836107,"score_spread":0.3561262103870906,"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."}}