About: Bayesian modelling of an epidemic of severe acute respiratory syndrome

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Bayesian modelling of an epidemic of severe acute respiratory syndrome Goto Sponge NotDistinct Permalink

An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Bayesian modelling of an epidemic of severe acute respiratory syndrome
Creator	Gibson, G Zhang, Y Mcbryde, E Mcelwain, D Pettitt, A Zhao, B
Source	Medline; PMC
abstract	This paper analyses data arising from a SARS epidemic in Shanxi province of China involving a total of 354 people infected with SARS-CoV between late February and late May 2003. Using Bayesian inference, we have estimated critical epidemiological determinants. The estimated mean incubation period was 5.3 days (95% CI 4.2–6.8 days), mean time to hospitalisation was 3.5 days (95% CI 2.8–3.6 days), mean time from symptom onset to recovery was 26 days (95% CI 25–27 days) and mean time from symptom onset to death was 21 days (95% CI 16–26 days). The reproduction ratio was estimated to be 4.8 (95% CI 2.2–8.8) in the early part of the epidemic (February and March 2003) reducing to 0.75 (95% CI 0.65–0.85) in the later part of the epidemic (April and May 2003). The infectivity of symptomatic SARS cases in hospital and in the community was estimated. Community SARS cases caused transmission to others at an estimated rate of 0.4 per infective per day during the early part of the epidemic, reducing to 0.2 in the later part of the epidemic. For hospitalised patients, the daily infectivity was approximately 0.15 early in the epidemic, but fell to 0.0006 in the later part of the epidemic. Despite the lower daily infectivity level for hospitalised patients, the long duration of the hospitalisation led to a greater number of transmissions within hospitals compared with the community in the early part of the epidemic, as estimated by this study. This study investigated the individual infectivity profile during the symptomatic period, with an estimated peak infectivity on the ninth symptomatic day.
has issue date	2006-04-08(xsd:dateTime)
bibo:doi	10.1007/s11538-005-9005-4
bibo:pmid	16802088
has license	no-cc
sha1sum (hex)	1c25b153fbe8c449d7adcde9c039db9edbb437be
schema:url	https://doi.org/10.1007/s11538-005-9005-4
resource representing a document's title	Bayesian modelling of an epidemic of severe acute respiratory syndrome
has PubMed Central identifier	PMC7089340
has PubMed identifier	16802088
schema:publication	Bull Math Biol
resource representing a document's body	covid:1c25b153fbe8c449d7adcde9c039db9edbb437be#body_text
is schema:about of	named entity 'ratio' named entity 'patients' named entity 'daily' named entity 'days' named entity 'days' named entity 'cases' named entity 'data' named entity 'Severe Acute Respiratory Syndrome' covid:arg/1c25b153fbe8c449d7adcde9c039db9edbb437be named entity 'transmissions' named entity 'number' named entity 'epidemic' named entity '95% CI' named entity 'estimated' named entity 'February' named entity 'estimated' named entity 'early' named entity '2003' named entity 'epidemic' named entity 'infectivity' named entity 'epidemic' named entity '95% CI' named entity '4.2' named entity '95% CI' named entity '2.2' named entity 'Shanxi' named entity 'infectivity' named entity 'SARS-CoV' named entity 'Epidemic' named entity 'Australian Mathematical Sciences Institute' named entity 'viral shedding' named entity '95% CI' named entity 'WHO' named entity 'α, β' named entity 'Accept' named entity 'incubation period' named entity 'Hong Kong' named entity 'α, β' named entity 'data set' named entity 'SEIR' named entity 'Accept' named entity '95% CI' named entity 'Bayesian notation' named entity 'epidemic' named entity 'symptom' named entity 'infectivity' named entity '95% CI' named entity 'epidemic' named entity 'nosocomial' named entity 'epidemiology' named entity 'Singapore' named entity 'incubation period' named entity 'SARS' named entity 'probability density function' named entity 'symptom' named entity 'Singapore' named entity 'SARS' named entity 'mainland China' named entity '3.5' named entity 'SARS' named entity 'epidemic' named entity 'SARS' named entity 'infection' named entity 'epidemic' named entity 'epidemic' named entity 'Shanxi' named entity 'SARS-CoV' named entity 'epidemic' named entity 'histogram' named entity 'MCMC' named entity 'SEIR' named entity 'mainland China' named entity 'epidemic' named entity 'viruses' named entity 'exponentially distributed' named entity 'Binomial probability distribution'

Faceted Search & Find service v1.13.91 as of Mar 24 2020

Alternative Linked Data Documents: Sponger | ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3229 as of Jul 10 2020, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (94 GB total memory)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software