{"id":"W4296425957","doi":"10.1097/ncq.0000000000000663","title":"Development of a Behavioral Change Strategy to Improve the Safety of Nursing Medication Administration","year":2022,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Capital District Health Authority","funders":"","keywords":"Administration (probate law); Nursing; Patient safety; Psychology; Medicine; Political science; Health care","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":[0.00599361,0.0005094873,0.0004004663,0.001161374,0.002048189,0.001737875,0.002083904,0.001659435,0.01016405],"category_scores_gemma":[0.01035993,0.0002795775,0.001088077,0.0005734138,0.0004219277,0.001206011,0.001627726,0.002240718,0.001498445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438307,"about_ca_system_score_gemma":0.02574287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009955454,"about_ca_topic_score_gemma":0.02377857,"domain_scores_codex":[0.9960824,0.001608489,0.0002493648,0.0003166137,0.001367708,0.0003755221],"domain_scores_gemma":[0.9928285,0.00194352,0.0004504529,0.0003765006,0.00217648,0.002224462],"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":[0.0003423445,0.02507978,0.02114725,0.0005642876,0.00008394804,0.0002929262,0.00225915,0.0009752614,0.003040091,0.002298192,0.03056541,0.9133514],"study_design_scores_gemma":[0.01014241,0.05069562,0.3988623,0.006288235,0.002041669,0.002403909,0.03057881,0.05618419,0.05016127,0.02059628,0.3714713,0.0005740718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.489374,0.001862816,0.1699602,0.1245693,0.004995047,0.03674287,0.001000232,0.004911646,0.1665839],"genre_scores_gemma":[0.4667188,0.001721548,0.4714076,0.01899034,0.0004196074,0.01259032,0.0006776021,0.0001516429,0.02732261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016405,"threshold_uncertainty_score":0.03400213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3443461597530573,"score_gpt":0.5612902876757909,"score_spread":0.2169441279227337,"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."}}