{"id":"W3203606212","doi":"10.1177/08404704211040817","title":"A new era of health leadership","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Servant leadership; Hierarchy; Public relations; Civility; Value (mathematics); Political science; Empowerment; Sociology; Management; Leadership style; Politics; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006496238,0.0005391809,0.0005962319,0.001276132,0.007454237,0.01180136,0.001188081,0.004837825,0.01960649],"category_scores_gemma":[0.006722457,0.0002987942,0.0005077445,0.001024338,0.02117718,0.01283507,0.008622071,0.01099937,0.003336254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006334355,"about_ca_system_score_gemma":0.01012551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222341,"about_ca_topic_score_gemma":0.003354131,"domain_scores_codex":[0.9930449,0.003392071,0.0001574233,0.0006081228,0.001473648,0.001323834],"domain_scores_gemma":[0.9894622,0.002785126,0.0006912089,0.0006994556,0.001058343,0.005303639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007612885,0.0001221202,0.001432354,0.00046825,0.00002307202,0.0003872171,0.02862925,0.0001072308,0.0006618269,0.583806,0.2681399,0.1161466],"study_design_scores_gemma":[0.00001598414,0.00006285386,0.0009189061,0.0004398907,0.000003797762,0.0002923571,0.008053408,0.00009432621,0.00008500843,0.09295836,0.8970541,0.00002095513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01241567,0.0610897,0.00537217,0.753015,0.01866417,0.00004594938,0.00008032958,0.00024532,0.1490717],"genre_scores_gemma":[0.5102979,0.05961896,0.009382144,0.2659556,0.04837013,0.0002431013,0.000136661,0.0002998708,0.1056957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01960649,"threshold_uncertainty_score":0.06559026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527884082887694,"score_gpt":0.4390177456617803,"score_spread":0.2862293373730109,"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."}}