{"id":"W1995813287","doi":"10.2147/jhl.s53603","title":"Optimizing enactment of nursing roles: redesigning care processes and structures","year":2014,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary","funders":"Alberta Innovates; Fondation pour la Recherche Médicale; University of Calgary; Alberta Health Services","keywords":"Nursing; Unit (ring theory); Accountability; Health care; Scope (computer science); Work (physics); Medicine; Process management; Business; Psychology; Engineering; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001245098,0.0001689607,0.0004901676,0.0002144744,0.0005170397,0.00002244543,0.0001725226,0.0002152157,0.00003072517],"category_scores_gemma":[0.000736466,0.0001338223,0.00005713635,0.0001730823,0.000096751,0.0003168389,0.00001618757,0.001047446,0.000001159941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210989,"about_ca_system_score_gemma":0.0006419432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007921718,"about_ca_topic_score_gemma":0.00007676302,"domain_scores_codex":[0.997101,0.0009734962,0.0008809849,0.0001714947,0.000408761,0.0004642397],"domain_scores_gemma":[0.9960345,0.001237511,0.001544523,0.0001613708,0.0007927474,0.0002293673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001996319,0.0001597576,0.03475408,0.02591331,0.0001647796,0.00002456968,0.6523969,0.0003386822,0.002538933,0.004250818,0.003850244,0.2736116],"study_design_scores_gemma":[0.002059259,0.002035421,0.00642813,0.02077719,0.0002147541,0.0001314742,0.95107,0.00006767001,0.002477749,0.004724126,0.009675058,0.0003391996],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6113286,0.1840522,0.008500045,0.1814318,0.00482229,0.001720718,0.00002152079,0.0001265513,0.007996242],"genre_scores_gemma":[0.9883952,0.0003107692,0.009405907,0.00105609,0.0007518088,0.000002926378,0.000002045725,0.00002883514,0.00004641308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770666,"threshold_uncertainty_score":0.5457113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1955808322950122,"score_gpt":0.4562585859667712,"score_spread":0.2606777536717589,"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."}}