{"id":"W4400528959","doi":"10.1136/leader-2024-001037","title":"Cultivating the next generation of healthcare leaders: reflections from an established healthcare leader","year":2024,"lang":"en","type":"article","venue":"BMJ Leader","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Health care; Public relations; Leadership development; Political science; Medical education; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.03118875,0.001463659,0.001016413,0.001205579,0.02013717,0.01072426,0.003867888,0.008984979,0.002338897],"category_scores_gemma":[0.06561729,0.001094497,0.001575045,0.00061853,0.01761724,0.01161819,0.01194838,0.03536427,0.001446346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006193125,"about_ca_system_score_gemma":0.01303343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004381948,"about_ca_topic_score_gemma":0.01013349,"domain_scores_codex":[0.9442018,0.04355576,0.0008048055,0.001289215,0.004755183,0.005393222],"domain_scores_gemma":[0.9247273,0.03430494,0.003211426,0.001868168,0.0120564,0.02383177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000884095,0.0006087841,0.002424179,0.0004891275,0.0000415246,0.004845767,0.8457055,0.000229169,0.001339108,0.007515477,0.1086519,0.02806108],"study_design_scores_gemma":[0.00003776923,0.00052616,0.00079696,0.0007802757,0.00002256872,0.002139419,0.8491364,0.0002736193,0.0007688125,0.003404125,0.1420072,0.0001067482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2060553,0.009950817,0.009519493,0.7313029,0.0176396,0.0005627022,0.00007257597,0.000248768,0.02464795],"genre_scores_gemma":[0.7771921,0.01322714,0.01181413,0.1731708,0.00416592,0.0006344118,0.00008009157,0.0002507445,0.01946463],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03118875,"threshold_uncertainty_score":0.1649438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6645871692086478,"score_gpt":0.5802875828829713,"score_spread":0.08429958632567647,"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."}}