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通过正式的模型比较进行口蹄疫模型验证和“相对验证”。

Foot and mouth disease model verification and 'relative validation' through a formal model comparison.

作者信息

Sanson R L, Harvey N, Garner M G, Stevenson M A, Davies T M, Hazelton M L, O'Connor J, Dubé C, Forde-Folle K N, Owen K

机构信息

AsureQuality Limited, P.O. Box 585, Palmerston North 4440, New Zealand.

出版信息

Rev Sci Tech. 2011 Aug;30(2):527-40. doi: 10.20506/rst.30.2.2051.

Abstract

Researchers from Australia, New Zealand, Canada and the United States collaborated to validate their foot and mouth disease models--AusSpread, InterSpread Plus and the North American Animal Disease Spread Model--in an effort to build confidence in their use as decision-support tools. The final stage of this project involved using the three models to simulate a number of disease outbreak scenarios, with data from the Republic of Ireland. The scenarios included an uncontrolled epidemic, and epidemics managed by combinations of stamping out and vaccination. The predicted numbers of infected premises, the duration of each epidemic, and the size of predicted outbreak areas were compared. Relative within-model between-scenario changes resulting from different control strategies or resource constraints in different scenarios were quantified and compared. Although there were differences between the models in absolute outcomes, between-scenario comparisons within each model were similar. In all three models, early use of ring vaccination resulted in the largest drop in number of infected premises compared with the standard stamping-out regimen. This consistency implies that the assumptions made by each of the three modelling teams were appropriate, which in turn serves to increase end-user confidence in predictions made by these models.

摘要

来自澳大利亚、新西兰、加拿大和美国的研究人员合作对他们的口蹄疫模型——AusSpread、InterSpread Plus和北美动物疾病传播模型——进行验证,旨在增强对其作为决策支持工具使用的信心。该项目的最后阶段涉及使用这三个模型,结合爱尔兰共和国的数据,模拟一些疾病爆发情况。这些情况包括不受控制的疫情,以及通过扑杀和疫苗接种相结合方式管理的疫情。对预测的感染场所数量、每次疫情的持续时间以及预测的爆发区域大小进行了比较。对不同控制策略或不同情况下资源限制导致的模型内情景间相对变化进行了量化和比较。尽管各模型在绝对结果上存在差异,但每个模型内的情景间比较结果相似。在所有三个模型中,与标准扑杀方案相比,早期采用环形疫苗接种导致感染场所数量下降幅度最大。这种一致性意味着三个建模团队各自做出的假设是恰当的,这反过来又有助于增强终端用户对这些模型所做预测的信心。

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