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Within each of the other categories of outbreak duration, the GLM had better detection than the other algorithms (p < 0.001 comparing GLM to C1, C2, or C3; p < 0.05 comparing GLM to EWMA4 or EWMA9).
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We visualized genotype frequency distributions as profiles for the observed categories of outbreaks and sorted them for their relevance in UN outbreaks, presented with different scales allowing for proportional comparison.
A third category consisted of outbreaks reported by NoroSTAT states only through NORS (i.e., for which strain data were not available).
A study examining the causes of differences in the implementation of crisis advice showed that among others, the various categories of professionals involved in outbreak control lacked clearly defined measures to monitor the execution of 'key actions' [ 9].
Attribution profiles from CaliciNet showed similar values for the categories of GII.4 and nonGII.4 outbreaks but different values for the group of mixed outbreaks.
Examination of outbreaks within categories of setting, identification of the index case, and clinical characteristics provided additional insights.
Binary trees were built by recursively partitioning explanatory variables into high and low categories that significantly contributed to the prediction of outbreak versus random locations [42].
Together, these two categories of healthcare professionals were the most common source of outbreak recognition and reporting 399 (36.3%).
Our respondents began filling out the survey on the day that WHO upgraded the pandemic threat category of the H1N1 outbreak from 4 to 5 and spans the week in which the number of WHO-confirmed cases increased tenfold.
However, use of the broad categories was standardised, and allowed data to be included from reports which varied in the detail of outbreak description and outbreak or case definitions, and thus maximised the number of studies in the outbreak.
With respect to the genotypes versus aggregated categories, for FBVE/Noronet and ESR-EpiSurv data, aggregation of individual genotypes into the GI and GIInon4 categories showed that these cannot be statistically distinguished but that they differ from the categories of the GII.4 genotype and mixed outbreaks.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com