{"id":"W7042072710","doi":"","title":"Optimizing enactment of nursing roles: redesigning care processes and structures","year":2014,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Nursing education and management","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Accountability; Unit (ring theory); Health care; Work (physics); Workforce planning; Plan (archaeology); Control (management); Nursing care; Human resources","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02271953,0.001042132,0.0004476838,0.001269195,0.00191277,0.003721594,0.002131969,0.0009070781,0.001536437],"category_scores_gemma":[0.0362162,0.0003924509,0.0005415159,0.0007533299,0.001526209,0.002850599,0.003318803,0.001595278,0.0005625348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004524957,"about_ca_system_score_gemma":0.01943892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00745604,"about_ca_topic_score_gemma":0.01600807,"domain_scores_codex":[0.9848689,0.00966738,0.0008910153,0.0008416841,0.002572964,0.001158063],"domain_scores_gemma":[0.9763286,0.008810304,0.006203388,0.003072033,0.003012244,0.002573557],"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":[0.0004332979,0.003803062,0.07080887,0.001284977,0.0001030156,0.0002033136,0.01593668,0.0127905,0.008796485,0.005122691,0.004858761,0.8758584],"study_design_scores_gemma":[0.001334116,0.01431663,0.4906589,0.004781872,0.0006389625,0.002561183,0.09500375,0.1181766,0.05320491,0.04200263,0.1765215,0.000798937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8386526,0.003009646,0.1340128,0.00877982,0.0004015765,0.002356038,0.00008985164,0.000857887,0.01183979],"genre_scores_gemma":[0.7984117,0.001279579,0.1958779,0.0009487564,0.0001123549,0.001016814,0.0001442185,0.00007353033,0.002135121],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02271953,"threshold_uncertainty_score":0.1201538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478161550273722,"score_gpt":0.2878386869334025,"score_spread":0.2730570714306653,"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."}}