Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Multinomial logistic model for coinfection diagnosis between arbovirus
  and malaria in Kedougou   In tropical regions, populations continue to suffer morbidity and mortality
from malaria and arboviral diseases. In Kedougou (Senegal), these illnesses are
all endemic due to the climate and its geographical position. The
co-circulation of malaria parasites and arboviruses can explain the observation
of coinfected cases. Indeed there is strong resemblance in symptoms between
these diseases making problematic targeted medical care of coinfected cases.
This is due to the fact that the origin of illness is not obviously known. Some
cases could be immunized against one or the other of the pathogens, immunity
typically acquired with factors like age and exposure as usual for endemic
area. Then, coinfection needs to be better diagnosed. Using data collected from
patients in Kedougou region, from 2009 to 2013, we adjusted a multinomial
logistic model and selected relevant variables in explaining coinfection
status. We observed specific sets of variables explaining each of the diseases
exclusively and the coinfection. We tested the independence between arboviral
and malaria infections and derived coinfection probabilities from the model
fitting. In case of a coinfection probability greater than a threshold value to
be calibrated on the data, duration of illness above 3 days and age above 10
years-old are mostly indicative of arboviral disease while body temperature
higher than 40{\textdegree}C and presence of nausea or vomiting symptoms during
the rainy season are mostly indicative of malaria disease.

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The categories of this paper are: funct-an
25
The categories of this paper are: patt-sol
20
The categories of this paper are: acc-phys
17
The categories of this paper are: q-fin
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The categories of this paper are: alg-geom
5
The categories of this paper are: gr-qc
18
The categories of this paper are: econ
37
The categories of this paper are: supr-con
21
The categories of this paper are: adap-org
14
The categories of this paper are: math-ph
30
The categories of this paper are: q-alg
13
The categories of this paper are: quant-ph
7
The categories of this paper are: hep-th
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The categories of this paper are: cmp-lg
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The categories of this paper are: ao-sci
10
The categories of this paper are: q-bio