{"id":"W7093836588","doi":"","title":"Why we need to teach leadership skills to medical&#13;\\nstudents: a call to action","year":2019,"lang":"","type":"article","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroleadership; Curriculum; Leadership style; Educational leadership; Leadership studies; Shared leadership; Call to action; Leadership","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04280773,0.0007304428,0.001422276,0.001854121,0.01235525,0.01696585,0.00385747,0.01879438,0.01468791],"category_scores_gemma":[0.06971418,0.0008613224,0.001543082,0.001555461,0.01906135,0.02266462,0.01209189,0.03331525,0.004102401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0159913,"about_ca_system_score_gemma":0.1079314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02951137,"about_ca_topic_score_gemma":0.07660354,"domain_scores_codex":[0.9717566,0.01327349,0.001052791,0.001736405,0.006528816,0.005651952],"domain_scores_gemma":[0.8505342,0.05005204,0.006764743,0.003768195,0.02169298,0.06718784],"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":[0.00009130996,0.0005257984,0.006291021,0.002286765,0.00009343272,0.000480797,0.02315545,0.0002788855,0.000764713,0.02746459,0.6792587,0.2593085],"study_design_scores_gemma":[0.000155937,0.0004902925,0.01705263,0.01207466,0.0001065146,0.0007993008,0.1327288,0.0006646074,0.0006725539,0.07251392,0.7624521,0.0002887148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001233816,0.004987451,0.0004291719,0.9906027,0.001671498,0.00001268177,0.0000078498,0.00004515086,0.001009741],"genre_scores_gemma":[0.1133752,0.03939857,0.01421908,0.8199183,0.004025262,0.0002925166,0.00007212308,0.0001996949,0.008499241],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04280773,"threshold_uncertainty_score":0.2263916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09761657665300356,"score_gpt":0.3843185546378105,"score_spread":0.286701977984807,"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."}}