{"id":"W2154675007","doi":"10.1111/j.1365-2834.2008.00897.x","title":"The relationship between nursing leadership and nurses' job satisfaction in Canadian oncology work environments","year":2008,"lang":"en","type":"article","venue":"Journal of Nursing Management","topic":"Nursing education and management","field":"Nursing","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sudbury Regional Hospital; Cancer Care Ontario; Sunnybrook Health Science Centre; Laurentian University; University of Saskatchewan; University of Alberta","funders":"Canadian Institutes of Health Research; Health Canada; Research Nova Scotia; Ontario Ministry of Health and Long-Term Care; Canadian Health Services Research Foundation","keywords":"Workforce; Job satisfaction; Nursing; Staffing; Nursing management; Autonomy; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008581913,0.0001790362,0.000243883,0.0007014953,0.0006967745,0.00008286559,0.0001966531,0.0001059381,0.000009843689],"category_scores_gemma":[0.0001023238,0.0001615094,0.00007004292,0.0004186811,0.0003348535,0.0002632095,0.000009788982,0.0004703483,0.00001585645],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003839334,"about_ca_system_score_gemma":0.00007473998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007981939,"about_ca_topic_score_gemma":0.001290402,"domain_scores_codex":[0.9979164,0.0002916711,0.0006103222,0.0002123626,0.0004004524,0.0005687703],"domain_scores_gemma":[0.9987485,0.0003375857,0.0003695305,0.0002303696,0.00002616156,0.0002877891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001702475,0.0001269355,0.5250834,0.00001608972,0.00004577637,0.00004308447,0.005483622,0.00009967093,0.000006375501,0.001807653,0.02898747,0.4381297],"study_design_scores_gemma":[0.000801896,0.0001704464,0.9352333,0.0009532889,0.0001360028,0.00007954706,0.004391707,0.00001103519,0.000009306727,0.002354852,0.05571134,0.0001472903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914651,0.00139915,0.0003504981,0.05969439,0.01197767,0.0006372365,0.000001009048,0.00002388694,0.01126515],"genre_scores_gemma":[0.9960991,0.0001078779,0.000814496,0.0003322053,0.0002782139,0.000005878215,0.000002346513,0.0000273316,0.002332526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4379824,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181306501248579,"score_gpt":0.3466698798876707,"score_spread":0.2285392297628128,"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."}}