内容简介:Estimation of the prevalence and contagiousness of undocumented novel coronavirus (SARS-CoV2) infections is critical for understanding the overall prevalence and pandemic potential of this disease. Here we use observations of reported infection within Chin
Abstract
Estimation of the prevalence and contagiousness of undocumented novel coronavirus (SARS-CoV2) infections is critical for understanding the overall prevalence and pandemic potential of this disease. Here we use observations of reported infection within China, in conjunction with mobility data, a networked dynamic metapopulation model and Bayesian inference, to infer critical epidemiological characteristics associated with SARS-CoV2, including the fraction of undocumented infections and their contagiousness. We estimate 86% of all infections were undocumented (95% CI: [82%–90%]) prior to 23 January 2020 travel restrictions. Per person, the transmission rate of undocumented infections was 55% of documented infections ([46%–62%]), yet, due to their greater numbers, undocumented infections were the infection source for 79% of documented cases. These findings explain the rapid geographic spread of SARS-CoV2 and indicate containment of this virus will be particularly challenging.
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The Pragmatic Programmer
Andrew Hunt、David Thomas / Addison-Wesley Professional / 1999-10-30 / USD 49.99
本书直击编程陈地,穿过了软件开发中日益增长的规范和技术藩篱,对核心过程进行了审视――即根据需求,创建用户乐于接受的、可工作和易维护的代码。本书包含的内容从个人责任到职业发展,直至保持代码灵活和易于改编重用的架构技术。从本书中将学到防止软件变质、消除复制知识的陷阱、编写灵活、动态和易适应的代码、避免出现相同的设计、用契约、断言和异常对代码进行防护等内容。一起来看看 《The Pragmatic Programmer》 这本书的介绍吧!