{"id":"W4391962894","doi":"10.1097/nna.0000000000001396","title":"Building Leaders for an Equitable and Inclusive Future","year":2024,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Educational leadership; Political science; Leadership studies; Nurse education; Sociology; Pedagogy; Nursing; Medicine; Public relations; Leadership style","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":[0.01638084,0.0007746285,0.0005869293,0.001368511,0.01080045,0.01521802,0.001396712,0.003869279,0.01955512],"category_scores_gemma":[0.0192428,0.0004628351,0.0005935919,0.0006720306,0.005067773,0.01185257,0.01389212,0.008582272,0.01112645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003665819,"about_ca_system_score_gemma":0.01683813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009128285,"about_ca_topic_score_gemma":0.002219517,"domain_scores_codex":[0.9858794,0.006147617,0.0003692672,0.0007742576,0.004598988,0.002230452],"domain_scores_gemma":[0.9707844,0.002730082,0.002200798,0.001150674,0.006545056,0.01658907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000115211,0.0007976692,0.005324778,0.0006767491,0.00007315068,0.0006268607,0.03715367,0.0004570989,0.003520077,0.1529524,0.6016948,0.1966074],"study_design_scores_gemma":[0.00005000555,0.0002214768,0.002479727,0.0008106061,0.00002620937,0.0005272197,0.0181991,0.0003667243,0.001240481,0.04254213,0.9334894,0.00004697972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04221588,0.01157063,0.04634122,0.5551327,0.02565535,0.0006595042,0.0001969653,0.001859061,0.3163686],"genre_scores_gemma":[0.6038238,0.01094368,0.05305974,0.129409,0.009177485,0.001331288,0.000469679,0.0009526375,0.1908327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01955512,"threshold_uncertainty_score":0.08663124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06665126598828273,"score_gpt":0.4169095447590251,"score_spread":0.3502582787707423,"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."}}