{"id":"W2155838603","doi":"10.12927/hcpap..16893","title":"Leadership: What Works in the Real Healthcare World?","year":2003,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Psychology; Public relations; Shared leadership; Transactional leadership; Sociology; Political science; Law","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001845755,0.001311186,0.001236946,0.001932625,0.001127321,0.002935541,0.001960793,0.001033977,0.0007826348],"category_scores_gemma":[0.0003074644,0.001134772,0.0003846094,0.004893355,0.00009985582,0.002325339,0.0005069608,0.003620471,0.00281561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203571,"about_ca_system_score_gemma":0.0002526027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004032479,"about_ca_topic_score_gemma":0.02478004,"domain_scores_codex":[0.9919686,0.0004789722,0.001432257,0.001864522,0.001522429,0.002733198],"domain_scores_gemma":[0.9959931,0.0008464009,0.0008479302,0.001904497,0.0002773191,0.0001307769],"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":[0.0001399919,0.0002119594,0.001179191,0.001136595,0.00007868941,0.0002640077,0.003966392,0.00001692085,9.949757e-7,0.002870137,0.9867122,0.003422886],"study_design_scores_gemma":[0.001086659,0.0001053786,0.0007701526,0.00002598278,0.0001543861,0.00001010597,0.009299982,0.00006643884,7.375717e-7,0.0002831836,0.9869897,0.001207322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00232448,0.001136855,0.00007128301,0.9839801,0.002971589,0.003063774,0.00002022788,0.0005181125,0.005913612],"genre_scores_gemma":[0.001273429,0.001439841,0.0001091422,0.9861665,0.001486223,0.0007515143,0.001667281,0.0004170554,0.006689],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02074756,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191163048293667,"score_gpt":0.2882921872110778,"score_spread":0.1691758823817111,"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."}}