{"id":"W2134667200","doi":"10.12927/hcpap.2010.21795","title":"Internationally Educated Health Professionals: Workforce Integration and Retention","year":2010,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Workforce; Economic shortage; Health professionals; Business; Health care; Public relations; Face (sociological concept); Health professions; Career Pathways; Workforce planning; Nursing; Medical education; Medicine; Political science; Economic growth; Sociology; Economics; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005128478,0.0001901849,0.0003097975,0.001418663,0.00650171,0.004713868,0.001247142,0.001154619,0.004955159],"category_scores_gemma":[0.01727631,0.0001780021,0.0002591041,0.002190529,0.001832708,0.00273958,0.007012048,0.001928502,0.0004886008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005555852,"about_ca_system_score_gemma":0.03062029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1878706,"about_ca_topic_score_gemma":0.2933711,"domain_scores_codex":[0.9952832,0.0006939497,0.0001761914,0.0001522527,0.001317129,0.002377362],"domain_scores_gemma":[0.9911898,0.000756752,0.001432217,0.0001975882,0.00251536,0.003908287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009035526,0.0005777801,0.5108697,0.0002878416,0.0000303359,0.001215951,0.1328791,0.0001595,0.0004582534,0.007910928,0.0195684,0.3259519],"study_design_scores_gemma":[0.00002542657,0.0004964013,0.4148892,0.001309483,0.00004318186,0.001662689,0.5141156,0.0004014023,0.0003503308,0.005740807,0.06089832,0.00006716019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107874,0.003897395,0.0007496495,0.02679641,0.0004152302,0.0001105093,0.000113878,0.00002685796,0.05710266],"genre_scores_gemma":[0.9862009,0.001817502,0.0004720989,0.002287122,0.0001085289,0.00004435737,0.0001170984,0.0000105308,0.008941843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878706,"threshold_uncertainty_score":0.3735542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07743015817562202,"score_gpt":0.4455731564146255,"score_spread":0.3681429982390035,"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."}}