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Using Informatics and the Electronic Medical Record to Describe Antimicrobial Use in the Clinical Management of Diarrhea Cases at 12 Companion Animal Practices

机译:使用信息学和电子病历描述12种伴侣动物做法在腹泻病例临床管理中的抗菌药物使用

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摘要

Antimicrobial drugs may be used to treat diarrheal illness in companion animals. It is important to monitor antimicrobial use to better understand trends and patterns in antimicrobial resistance. There is no monitoring of antimicrobial use in companion animals in Canada. To explore how the use of electronic medical records could contribute to the ongoing, systematic collection of antimicrobial use data in companion animals, anonymized electronic medical records were extracted from 12 participating companion animal practices and warehoused at the University of Calgary. We used the pre-diagnostic, clinical features of diarrhea as the case definition in this study. Using text-mining technologies, cases of diarrhea were described by each of the following variables: diagnostic laboratory tests performed, the etiological diagnosis and antimicrobial therapies. The ability of the text miner to accurately describe the cases for each of the variables was evaluated. It could not reliably classify cases in terms of diagnostic tests or etiological diagnosis; a manual review of a random sample of 500 diarrhea cases determined that 88/500 (17.6%) of the target cases underwent diagnostic testing of which 36/88 (40.9%) had an etiological diagnosis. Text mining, compared to a human reviewer, could accurately identify cases that had been treated with antimicrobials with high sensitivity (92%, 95% confidence interval, 88.1%-95.4%) and specificity (85%, 95% confidence interval, 80.2%-89.1%). Overall, 7400/15,928 (46.5%) of pets presenting with diarrhea were treated with antimicrobials. Some temporal trends and patterns of the antimicrobial use are described. The results from this study suggest that informatics and the electronic medical records could be useful for monitoring trends in antimicrobial use.
机译:抗菌药物可用于治疗伴侣动物的腹泻病。监测抗菌药物的使用以更好地了解抗菌药物耐药性的趋势和模式非常重要。在加拿大,没有监测伴侣动物的抗菌药物使用情况。为了探索电子病历的使用如何有助于持续,系统地收集伴侣动物中的抗菌药物使用数据,从12种参与的伴侣动物实践中提取了匿名的电子病历,并将其存储在卡尔加里大学。在本研究中,我们使用腹泻的诊断前临床特征作为病例定义。使用文本挖掘技术,通过以下每个变量来描述腹泻的情况:进行的诊断实验室检查,病因诊断和抗菌疗法。评估了文本挖掘者准确描述每个变量的情况的能力。它无法根据诊断测试或病因学诊断可靠地对病例进行分类;对500例腹泻病例的随机样本进行的人工检查确定,有88/500(17.6%)的目标病例经过了诊断测试,其中36/88(40.9%)的病因得到了诊断。与人工审阅者相比,文本挖掘可以准确地识别出使用抗菌剂治疗的病例,其敏感性高(92%,95%置信区间,88.1%-95.4%)和特异性(85%,95%置信区间,80.2%) -89.1%)。总体而言,腹泻宠物中有7400 / 15,928(46.5%)人用抗菌药物治疗。描述了抗菌药物使用的一些时间趋势和模式。这项研究的结果表明,信息学和电子病历可用于监测抗菌药物使用趋势。

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