{"id":"W7162025484","doi":"10.1097/ceh.0000000000000627","title":"Filling the Leadership Development Gap: a Book Review of a Prescription for Caring in Healthcare Leadership","year":2025,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medical prescription; Leadership development; Health care; Neuroleadership; Leadership studies","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":[0.003258263,0.0008872355,0.001337825,0.002931606,0.001485598,0.005894161,0.001299629,0.004628152,0.005498169],"category_scores_gemma":[0.01024242,0.0005496576,0.0008411911,0.00267629,0.003616347,0.006231312,0.002183085,0.007582206,0.003272483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003104466,"about_ca_system_score_gemma":0.005453188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006852174,"about_ca_topic_score_gemma":0.0261391,"domain_scores_codex":[0.9975767,0.0009011459,0.0002068646,0.0001393325,0.001047599,0.0001283863],"domain_scores_gemma":[0.9902655,0.00692448,0.0003934701,0.0001230936,0.00184952,0.0004439077],"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":[0.00002215788,0.00004061812,0.00009933951,0.0009523479,0.0000176273,0.00007258019,0.0005194203,0.00008041299,0.0001092642,0.009082809,0.9121656,0.07683774],"study_design_scores_gemma":[0.00001338667,0.00003336472,0.0003206927,0.00249109,0.00001510092,0.0002575998,0.0003755463,0.00007221056,0.00005213298,0.003563623,0.9927856,0.0000197309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003157203,0.8006628,0.001092142,0.1589866,0.02499476,0.0000465498,0.00004714004,0.0000659616,0.01378823],"genre_scores_gemma":[0.004963089,0.7200749,0.003569289,0.1797777,0.03675773,0.0001490322,0.0001108877,0.0002110908,0.0543863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006852174,"threshold_uncertainty_score":0.02252454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232038061021124,"score_gpt":0.3688948549915951,"score_spread":0.2456910488894827,"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."}}