{"id":"W1988774632","doi":"10.12927/hcpap.2012.23082","title":"Reflections on Leadership in Healthcare: The Past 50 Years","year":2012,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Restructuring; Public relations; Transactional leadership; Health care; Leadership style; Politics; Political science; Incentive; Workforce; Leadership development; Economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0162822,0.0008809252,0.000940432,0.001403518,0.010116,0.0155585,0.002163131,0.01523403,0.007770801],"category_scores_gemma":[0.02441315,0.0005446554,0.0008789636,0.003108377,0.02233917,0.01422682,0.008698287,0.02418684,0.001713586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01296845,"about_ca_system_score_gemma":0.01465822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333366,"about_ca_topic_score_gemma":0.03037437,"domain_scores_codex":[0.9811996,0.01045232,0.0006383791,0.001107994,0.003327047,0.003274683],"domain_scores_gemma":[0.9702219,0.01606693,0.001591138,0.0005635648,0.003738978,0.00781752],"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":[0.0001039265,0.0001277516,0.001305662,0.001287663,0.00003201095,0.0007358101,0.03924245,0.000212219,0.0002048655,0.09862942,0.7960027,0.06211547],"study_design_scores_gemma":[0.00001353045,0.00004418999,0.0006613517,0.001537513,0.000005202662,0.0002728298,0.02577938,0.00003593858,0.00004343268,0.009969141,0.9616061,0.000031535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001578056,0.1563637,0.0001834642,0.80943,0.0244453,0.000007275079,0.00002137478,0.0000131094,0.007957709],"genre_scores_gemma":[0.06633779,0.1848094,0.0006724367,0.6965132,0.03208729,0.00006885738,0.00004250405,0.00006639307,0.01940207],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0162822,"threshold_uncertainty_score":0.09409314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4684311664427491,"score_gpt":0.4847879358373965,"score_spread":0.01635676939464736,"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."}}