{"id":"W2127351449","doi":"10.12927/hcpap.2010.21797","title":"The Health System and International Recruitment","year":2010,"lang":"en","type":"letter","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":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Immigration; Business; Public relations; Service (business); Political science; Economic growth; Marketing; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00476228,0.00144338,0.002078613,0.0005123033,0.006535607,0.000201229,0.00181777,0.003319626,0.0004130882],"category_scores_gemma":[0.0006453929,0.001108724,0.0003463809,0.000697238,0.0001582423,0.0001734343,0.001394495,0.01219805,0.002730628],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008603417,"about_ca_system_score_gemma":0.002636326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006230748,"about_ca_topic_score_gemma":0.01226088,"domain_scores_codex":[0.985074,0.003032469,0.003357603,0.002239044,0.001829028,0.004467799],"domain_scores_gemma":[0.9879077,0.005048604,0.002301881,0.002375715,0.0006068921,0.001759178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008328235,0.00007263636,0.0009140832,0.001584809,0.0001422564,0.00007715371,0.007580201,9.112016e-7,0.000002837503,0.001748139,0.9779653,0.009078874],"study_design_scores_gemma":[0.001705401,0.00125334,0.0008641678,0.00006719745,0.0000532751,0.00008561596,0.002423977,0.0001399404,8.899449e-7,0.00007213216,0.992464,0.0008700431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01091782,0.00194031,0.00003800191,0.9547838,0.01410958,0.01075749,0.0008014215,0.0008660411,0.005785573],"genre_scores_gemma":[0.0003756889,0.003183918,0.0006920631,0.9597934,0.001725834,0.005929446,0.001065236,0.0003906612,0.02684371],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02105813,"threshold_uncertainty_score":0.9998316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140272770188968,"score_gpt":0.4444959333497162,"score_spread":0.3042231631607482,"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."}}