{"id":"W3036942642","doi":"10.12927/cjnl.2020.26240","title":"Nursing Care Delivery Redesign: Using the Right Data to Make the Right Decisions","year":2020,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing education and management","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital; BC Cancer Agency; Children's & Women's Health Centre of British Columbia; BC Cancer Foundation; B.C. Women's Hospital & Health Centre; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Data collection; Nursing; Quality (philosophy); Process management; Quality management; Business; Operations management; Medicine; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005696765,0.0004136292,0.0003354181,0.0001755207,0.001803344,0.0005623179,0.002127852,0.0001543652,0.0001575188],"category_scores_gemma":[0.0005310689,0.0002836906,0.0001440994,0.001116651,0.0005213608,0.000306059,0.0001072271,0.0006731056,0.0001829889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007341719,"about_ca_system_score_gemma":0.0001451055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004510641,"about_ca_topic_score_gemma":0.00003973223,"domain_scores_codex":[0.9961939,0.0005850354,0.0005012456,0.0009890824,0.0008044292,0.0009262539],"domain_scores_gemma":[0.9965782,0.0006177003,0.0001865086,0.002054815,0.0001817791,0.000380953],"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":[0.0004866341,0.0002635617,0.00003502964,0.00006171768,0.00006345785,0.00001758137,0.1107948,0.000956135,0.004044945,0.001827202,0.6259922,0.2554567],"study_design_scores_gemma":[0.001552342,0.0004657557,0.002638405,0.006511285,0.001467015,0.0001182522,0.2989892,0.01329055,0.007887556,0.002061561,0.6634409,0.001577204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01874881,0.004982837,0.01895993,0.9148076,0.023457,0.00265683,0.0000778992,0.0007134247,0.01559567],"genre_scores_gemma":[0.9655041,0.00000598913,0.005106966,0.02649899,0.001933258,0.00001617324,0.00011331,0.0001177145,0.0007035364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9467552,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3866031764199795,"score_gpt":0.3740917512702397,"score_spread":0.01251142514973974,"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."}}