{"id":"W2149436774","doi":"10.12927/hcpap.2009.20775","title":"Moving beyond Obsolescence: An Important Role for Educational Institutions in Health Human Resources Needs","year":2009,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obsolescence; Business; Human health; Knowledge management; Engineering ethics; Computer science; Medicine; Environmental health; Marketing; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0367295,0.0006980866,0.001224199,0.0008379783,0.02947142,0.0229689,0.005890563,0.1064316,0.01401668],"category_scores_gemma":[0.0468662,0.001228273,0.001676509,0.0009563973,0.03271234,0.02556743,0.01894664,0.100408,0.003066215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01666696,"about_ca_system_score_gemma":0.05595216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03006912,"about_ca_topic_score_gemma":0.07306611,"domain_scores_codex":[0.9682837,0.01337195,0.001893262,0.002110968,0.00519367,0.009146422],"domain_scores_gemma":[0.9298489,0.03016351,0.004016927,0.002647573,0.006546672,0.02677633],"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":[0.00007542878,0.0003367352,0.00328678,0.000197913,0.00003134316,0.004314069,0.01599265,0.0002304454,0.000801003,0.07890198,0.866397,0.02943471],"study_design_scores_gemma":[0.000139405,0.0002076297,0.003297665,0.001212691,0.00002743064,0.003245574,0.05561704,0.0006449896,0.0004259258,0.04919236,0.8856747,0.0003146688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008897044,0.000344201,0.0001328366,0.9948182,0.001043506,0.000009440882,0.00000259599,0.00001408877,0.002745443],"genre_scores_gemma":[0.01747032,0.0004031443,0.0006539131,0.9745197,0.001554852,0.0000545467,0.000004682527,0.00002392197,0.005314892],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1064316,"threshold_uncertainty_score":0.1942465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019147559626019,"score_gpt":0.4543749231268407,"score_spread":0.3524601671642388,"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."}}