{"id":"W3111647097","doi":"10.1016/j.ijnurstu.2020.103842","title":"The essentials of nursing leadership: A systematic review of factors and educational interventions influencing nursing leadership","year":2020,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Nursing education and management","field":"Nursing","cited_by":311,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"CINAHL; Psychological intervention; Leadership style; Nursing; Context (archaeology); Workforce; MEDLINE; Inclusion (mineral); Leadership development; Psychology; Medicine; Social psychology; Public relations; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001400894,0.0005383071,0.002942894,0.0007867315,0.0002704064,0.0001429291,0.000965756,0.000132213,0.00001495288],"category_scores_gemma":[0.004015821,0.0003751458,0.001606439,0.0005087945,0.00101254,0.0003251,0.00004829787,0.000601023,0.000003009259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599559,"about_ca_system_score_gemma":0.0003423558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004361842,"about_ca_topic_score_gemma":0.000001675922,"domain_scores_codex":[0.9936531,0.0008538618,0.003549588,0.0003406688,0.001249489,0.0003533067],"domain_scores_gemma":[0.989625,0.002189848,0.006049657,0.0003219176,0.001684095,0.0001294447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005948803,0.0007407979,0.000006704251,0.6018132,0.004473904,0.000004288129,0.01428113,0.000001963574,0.000007094221,0.001759113,0.01788082,0.3589715],"study_design_scores_gemma":[0.0002322734,0.0001606767,0.00003797539,0.9555114,0.009607068,0.0002583869,0.02663849,0.00000211301,0.00002541135,0.001060545,0.006204018,0.00026164],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000225391,0.9615023,0.0001014124,0.0228765,0.0143343,0.0009299172,0.00002437421,0.0000164992,0.0001921201],"genre_scores_gemma":[0.002955619,0.9955712,0.0003152433,0.0001908425,0.000615456,0.00002315049,0.00002338086,0.0000645594,0.0002405689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3587098,"threshold_uncertainty_score":0.9998701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4181955246035235,"score_gpt":0.5030303383509089,"score_spread":0.08483481374738538,"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."}}