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Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2)
by
Shaman, Jeffrey
, Li, Ruiyun
, Song, Yimeng
, Yang, Wan
, Pei, Sen
, Chen, Bin
, Zhang, Tao
in
Bayes Theorem
/ Bayesian analysis
/ Bayesian Statistics
/ Betacoronavirus
/ China
/ Constrictions
/ Containment
/ Coronaviridae
/ Coronavirus Infections - diagnosis
/ Coronavirus Infections - transmission
/ Coronaviruses
/ COVID-19
/ Digital media
/ Disease transmission
/ Epidemiological Monitoring
/ Epidemiology
/ Humans
/ Infections
/ Inferences
/ Metapopulations
/ Missed Diagnosis - statistics & numerical data
/ Models, Theoretical
/ Pandemics
/ Pneumonia, Viral - diagnosis
/ Pneumonia, Viral - transmission
/ Prevalence
/ Respiratory diseases
/ Restrictions
/ SARS-CoV-2
/ Severe acute respiratory syndrome coronavirus 2
/ Statistical inference
/ Travel
/ Viral diseases
/ Viruses
2020
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Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2)
by
Shaman, Jeffrey
, Li, Ruiyun
, Song, Yimeng
, Yang, Wan
, Pei, Sen
, Chen, Bin
, Zhang, Tao
in
Bayes Theorem
/ Bayesian analysis
/ Bayesian Statistics
/ Betacoronavirus
/ China
/ Constrictions
/ Containment
/ Coronaviridae
/ Coronavirus Infections - diagnosis
/ Coronavirus Infections - transmission
/ Coronaviruses
/ COVID-19
/ Digital media
/ Disease transmission
/ Epidemiological Monitoring
/ Epidemiology
/ Humans
/ Infections
/ Inferences
/ Metapopulations
/ Missed Diagnosis - statistics & numerical data
/ Models, Theoretical
/ Pandemics
/ Pneumonia, Viral - diagnosis
/ Pneumonia, Viral - transmission
/ Prevalence
/ Respiratory diseases
/ Restrictions
/ SARS-CoV-2
/ Severe acute respiratory syndrome coronavirus 2
/ Statistical inference
/ Travel
/ Viral diseases
/ Viruses
2020
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Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2)
by
Shaman, Jeffrey
, Li, Ruiyun
, Song, Yimeng
, Yang, Wan
, Pei, Sen
, Chen, Bin
, Zhang, Tao
in
Bayes Theorem
/ Bayesian analysis
/ Bayesian Statistics
/ Betacoronavirus
/ China
/ Constrictions
/ Containment
/ Coronaviridae
/ Coronavirus Infections - diagnosis
/ Coronavirus Infections - transmission
/ Coronaviruses
/ COVID-19
/ Digital media
/ Disease transmission
/ Epidemiological Monitoring
/ Epidemiology
/ Humans
/ Infections
/ Inferences
/ Metapopulations
/ Missed Diagnosis - statistics & numerical data
/ Models, Theoretical
/ Pandemics
/ Pneumonia, Viral - diagnosis
/ Pneumonia, Viral - transmission
/ Prevalence
/ Respiratory diseases
/ Restrictions
/ SARS-CoV-2
/ Severe acute respiratory syndrome coronavirus 2
/ Statistical inference
/ Travel
/ Viral diseases
/ Viruses
2020
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Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2)
Journal Article
Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2)
2020
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Overview
Estimation of the prevalence and contagiousness of undocumented novel coronavirus [severe acute respiratory syndrome–coronavirus 2 (SARS-CoV-2)] 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-CoV-2, including the fraction of undocumented infections and their contagiousness. We estimate that 86% of all infections were undocumented [95% credible interval (CI): 82–90%] before the 23 January 2020 travel restrictions. The transmission rate of undocumented infections per person was 55% the transmission rate of documented infections (95% CI: 46–62%), yet, because of their greater numbers, undocumented infections were the source of 79% of the documented cases. These findings explain the rapid geographic spread of SARS-CoV-2 and indicate that containment of this virus will be particularly challenging.
Publisher
American Association for the Advancement of Science,The American Association for the Advancement of Science
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