{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01411243,0.0004274994,0.000936683,0.002008507,0.001716048,0.003433612,0.0009385747,0.001111561,0.01319618],"category_scores_gemma":[0.08380427,0.0001418873,0.001068589,0.002712457,0.001031897,0.001957798,0.003438509,0.003324873,0.00265876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002799271,"about_ca_system_score_gemma":0.003239301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002830836,"about_ca_topic_score_gemma":0.003727268,"domain_scores_codex":[0.9769462,0.01016145,0.003154214,0.001047928,0.007138573,0.001551623],"domain_scores_gemma":[0.938729,0.01439933,0.02286081,0.001279274,0.01338226,0.0093493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006107189,0.001195155,0.5285289,0.003189757,0.0008128401,0.0002708462,0.00320638,0.0006132477,0.0001454585,0.008686698,0.09777159,0.3549684],"study_design_scores_gemma":[0.0002420007,0.001891623,0.8451198,0.006001804,0.0005108748,0.0009792304,0.003897593,0.0009495436,0.000394061,0.01607729,0.123724,0.0002123247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.3910609,0.1486574,0.01052991,0.1628692,0.008050346,0.001054785,0.0111943,0.0006962593,0.265887],"genre_scores_gemma":[0.9616591,0.01417661,0.003020219,0.009497367,0.002378077,0.0005367331,0.003442675,0.0001451116,0.005144136],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01411243,"threshold_uncertainty_score":0.07463455,"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."}}