{"id":"W2476982795","doi":"10.1097/nna.0000000000000362","title":"Survey of Managers Regarding Nurses’ Performance of Nonnursing Duties","year":2016,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Housekeeping; Workload; Nursing; Health care; Process (computing); Tracking (education); Business; Medicine; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003548964,0.00009666499,0.000267537,0.0001573429,0.000228156,0.000005413609,0.0002325029,0.00007179763,0.00008253537],"category_scores_gemma":[0.000325845,0.00005645168,0.00008223535,0.0001671728,0.0001528815,0.0003123865,0.0000189861,0.0002020553,0.000004139601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337986,"about_ca_system_score_gemma":0.0002131973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000165178,"about_ca_topic_score_gemma":0.00002697941,"domain_scores_codex":[0.9974682,0.0009245102,0.0009451092,0.00007445594,0.0003998216,0.0001878584],"domain_scores_gemma":[0.9970383,0.0006024415,0.001597663,0.0002210685,0.0004878962,0.00005264219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01414576,0.002212543,0.1515364,0.002384441,0.001178191,0.00001434377,0.03568897,0.0003335388,0.06954456,0.01451742,0.1194009,0.589043],"study_design_scores_gemma":[0.002906945,0.001719287,0.9522594,0.01169149,0.0005359905,0.00004021424,0.01164709,0.000527121,0.01319606,0.001439756,0.003774166,0.0002624887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713461,0.0002655074,0.007407576,0.003962863,0.002803314,0.0004110868,0.00001384256,0.00001500073,0.01377475],"genre_scores_gemma":[0.9975457,0.0001401723,0.0002953611,0.00004408047,0.0001115247,0.00000153054,0.00000198367,0.00001102143,0.001848672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.800723,"threshold_uncertainty_score":0.2302033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031584338780841,"score_gpt":0.4358528806053077,"score_spread":0.3326944467272236,"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."}}