{"id":"W2066145064","doi":"10.12927/cjnl.2006.18599","title":"Leader Empowering Behaviours, Staff Nurse Empowerment and Work Engagement/Burnout","year":2006,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing education and management","field":"Nursing","cited_by":285,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Burnout; Work engagement; Empowerment; Nursing; Psychology; Work (physics); Test (biology); Nursing shortage; Emotional exhaustion; Economic shortage; Medicine; Nurse education; Clinical psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004635452,0.0004166908,0.0003199535,0.0003623707,0.0005050219,0.0003362589,0.0002509719,0.0001701431,0.0001875216],"category_scores_gemma":[0.00003746943,0.0004651218,0.0001104177,0.000430475,0.0004019644,0.0002947785,0.00001941879,0.0004932343,0.0000786613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000549358,"about_ca_system_score_gemma":0.00002997906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009792242,"about_ca_topic_score_gemma":0.00001884414,"domain_scores_codex":[0.9971285,0.0002052109,0.0004555737,0.0007093607,0.0005228899,0.0009784524],"domain_scores_gemma":[0.9989313,0.00008812985,0.0001746639,0.0005315316,0.00006599768,0.0002084052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007655793,0.004126405,0.01898545,0.0002864534,0.00009373321,0.00004547758,0.05508358,0.0002245808,0.004501147,0.004968849,0.6622075,0.2487112],"study_design_scores_gemma":[0.008188636,0.001628272,0.4590614,0.008064081,0.001420963,0.0001161093,0.1837178,0.0002112044,0.013535,0.004841201,0.3147791,0.004436285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8580865,0.003117105,0.000786322,0.0769618,0.02387765,0.001448946,0.00001062362,0.00117468,0.03453636],"genre_scores_gemma":[0.9833082,0.000003103124,0.001290837,0.0009370607,0.0006423877,0.00003109763,0.00006777997,0.0001052426,0.01361429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4400759,"threshold_uncertainty_score":0.9997801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08626280616161432,"score_gpt":0.3209950740734431,"score_spread":0.2347322679118288,"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."}}