{"id":"W2111354967","doi":"10.12927/hcpap..16897","title":"Expert Leaders for Healthcare Administration","year":2003,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Health care; Health professionals; Graduate education; Continuing education; Graduate students; Medical education; Professional development; Healthcare system; Political science; Engineering ethics; Knowledge management; Psychology; Medicine; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.004163269,0.001701316,0.002541852,0.000862188,0.00390068,0.0001024596,0.001113948,0.003853199,0.0007812507],"category_scores_gemma":[0.001207763,0.001734182,0.0007471531,0.0009565999,0.0001171747,0.0002716747,0.0003696356,0.005944517,0.002354514],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00606048,"about_ca_system_score_gemma":0.004755405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006144146,"about_ca_topic_score_gemma":0.01618375,"domain_scores_codex":[0.982187,0.004374742,0.003704868,0.002956904,0.001727338,0.005049122],"domain_scores_gemma":[0.9895037,0.003847376,0.001631601,0.002487064,0.0008007876,0.001729407],"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":[0.001321476,0.0002314185,0.0001111288,0.006116939,0.0001634489,0.0001079666,0.02055699,0.000001151961,0.000008983626,0.002530203,0.9644737,0.00437661],"study_design_scores_gemma":[0.00254593,0.003512758,0.0001401878,0.00002668731,0.00009262742,0.00001680943,0.007940399,0.00003459924,0.00000992748,0.0002143756,0.983909,0.001556762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002932925,0.0007323101,0.001361812,0.9696373,0.006556257,0.01434156,0.001298079,0.0008515192,0.002288279],"genre_scores_gemma":[0.0002845816,0.0009900533,0.002064399,0.9560392,0.001452942,0.01228318,0.00456373,0.0005791566,0.02174274],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01945446,"threshold_uncertainty_score":0.9995733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3264291261168447,"score_gpt":0.4984541562549599,"score_spread":0.1720250301381153,"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."}}