{"id":"W2130884297","doi":"10.12927/hcpap..16900","title":"Unique Qualities Define Successful Healthcare Leaders","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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pace; Health care; Government (linguistics); Quality (philosophy); Perception; Public relations; Business; Knowledge management; Psychology; Political science; Computer science; Geography","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","insufficient_payload"],"category_scores_codex":[0.006976896,0.002444176,0.003900236,0.001550296,0.004462349,0.0001445143,0.001895391,0.004899375,0.002157017],"category_scores_gemma":[0.001482622,0.002450551,0.0008430615,0.001886008,0.0002597322,0.0003838475,0.001018845,0.0123802,0.006153778],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00819047,"about_ca_system_score_gemma":0.005357752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05059028,"about_ca_topic_score_gemma":0.05340355,"domain_scores_codex":[0.9689938,0.01275048,0.005060623,0.003536309,0.002649395,0.007009351],"domain_scores_gemma":[0.9851562,0.005569922,0.002201348,0.003721935,0.0009970405,0.002353528],"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":[0.0007204455,0.0002291331,0.001096929,0.01101338,0.0002545726,0.0003504899,0.03539874,0.000003574052,0.000003510633,0.009245081,0.9400489,0.001635205],"study_design_scores_gemma":[0.002284221,0.001818287,0.0004373473,0.00005142009,0.0001440479,0.00002962406,0.0186257,0.00001353363,0.000005102752,0.0005313081,0.9738472,0.002212174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01447239,0.001226329,0.0003582853,0.9579712,0.005909567,0.009117112,0.001590472,0.001444893,0.00790982],"genre_scores_gemma":[0.0004777133,0.002286042,0.0008572321,0.9452422,0.001012572,0.005033405,0.003512118,0.000779019,0.04079967],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03379831,"threshold_uncertainty_score":0.9988295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2552266478759918,"score_gpt":0.4608023492848892,"score_spread":0.2055757014088974,"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."}}