{"id":"W2002071244","doi":"10.1111/jonm.12152","title":"Nursing leadership and patient outcomes","year":2013,"lang":"en","type":"editorial","venue":"Journal of Nursing Management","topic":"Nursing education and management","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nursing; Health care; Nursing management; Medicine; Psychology","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":[0.0005079134,0.000612264,0.0009336827,0.001158773,0.0002554666,0.0005159139,0.0005249209,0.0004255401,0.00008281691],"category_scores_gemma":[0.0002115143,0.0005518761,0.0003179752,0.000272577,0.0002838886,0.0004138239,0.00005385714,0.001124988,0.00004625276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662361,"about_ca_system_score_gemma":0.00006004943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007567814,"about_ca_topic_score_gemma":5.78508e-7,"domain_scores_codex":[0.9955297,0.0002227541,0.001258197,0.0005111229,0.001767032,0.0007112258],"domain_scores_gemma":[0.9967635,0.0003043417,0.001608734,0.0005455986,0.0004589211,0.0003188943],"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":[0.0001210377,0.0006235465,0.000006239779,0.0002080472,0.0002055656,0.00002209422,0.001726158,0.00001101253,0.000004890016,0.0002366551,0.6553004,0.3415343],"study_design_scores_gemma":[0.001277909,0.0007085284,0.0007897008,0.009718775,0.001191165,0.00002746179,0.005645588,0.00001959667,0.00002763412,0.002724074,0.9773176,0.0005520263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005702698,0.00280428,0.0002049588,0.01917251,0.9680563,0.000665137,0.000005822172,0.00007112978,0.008449579],"genre_scores_gemma":[0.02437691,0.001276597,0.0181565,0.004720395,0.9109051,0.00007836386,0.0001182699,0.0007248981,0.03964298],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3409823,"threshold_uncertainty_score":0.9996933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526497449293572,"score_gpt":0.3319714857307615,"score_spread":0.2867065112378258,"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."}}