{"id":"W2027757317","doi":"10.1111/jonm.12307","title":"Connecting nursing leadership and patient outcomes: state of the science","year":2015,"lang":"en","type":"editorial","venue":"Journal of Nursing Management","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Nursing; Staffing; Restructuring; Nursing research; Health care; Nursing management; Quality (philosophy); Medicine; Primary nursing; Business; Nurse education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04000039,0.001517543,0.005008946,0.004117083,0.002201171,0.01492495,0.005384529,0.009994986,0.01459498],"category_scores_gemma":[0.1160585,0.001556911,0.00292926,0.007694027,0.008406823,0.01258437,0.006709868,0.01139858,0.003577179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003630235,"about_ca_system_score_gemma":0.0126659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005542584,"about_ca_topic_score_gemma":0.004361798,"domain_scores_codex":[0.9849336,0.006036274,0.002421529,0.002980308,0.003063357,0.0005650026],"domain_scores_gemma":[0.677025,0.274323,0.01310992,0.0072875,0.02458444,0.00367009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005874574,0.0006042827,0.01253579,0.05139077,0.001174503,0.00008996284,0.001733488,0.0004765569,0.0001586693,0.01953239,0.03034745,0.8813687],"study_design_scores_gemma":[0.0003038187,0.001608788,0.04058711,0.3527645,0.004126169,0.0009710902,0.00991532,0.003046637,0.0006357254,0.1288748,0.4566036,0.0005623971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.001781944,0.9610224,0.001075909,0.03194609,0.001729681,0.00006074418,0.000192029,0.00004213372,0.002149058],"genre_scores_gemma":[0.03330737,0.9276113,0.003625849,0.02262344,0.01173703,0.0002543474,0.0004395626,0.00005639181,0.000344693],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04000039,"threshold_uncertainty_score":0.2115448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2753965946800002,"score_gpt":0.5050759880379967,"score_spread":0.2296793933579965,"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."}}