Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Supporting novel biomedical research via multilayer collaboration
  networks   The value of research containing novel combinations of molecules can be seen
in many innovative and award-winning research programs. Despite calls to use
innovative approaches to address common diseases, an increasing majority of
research funding goes toward "safe" incremental research. Counteracting this
trend by nurturing novel and potentially transformative scientific research is
challenging, it must be supported in competition with established research
programs. Therefore, we propose a tool that helps to resolve the tension
between safe but fundable research vs. high-risk but potentially
transformational research. It does this by identifying hidden overlapping
interest around novel molecular research topics. Specifically, it identifies
paths of molecular interactions that connect research topics and hypotheses
that would not typically be associated, as the basis for scientific
collaboration. Because these collaborations are related to the scientists'
present trajectory, they are low risk and can be initiated rapidly. Unlike most
incremental steps, these collaborations have the potential for leaps in
understanding, as they reposition research for novel disease applications. We
demonstrate the use of this tool to identify scientists who could contribute to
understanding the cellular role of genes with novel associations with
Alzheimer's disease, which have not been thoroughly characterized, in part due
to the funding emphasis on established research.

2
The categories of this paper are: math
9
The categories of this paper are: nlin
22
The categories of this paper are: chao-dyn
19
The categories of this paper are: eess
17
The categories of this paper are: q-fin
24
The categories of this paper are: dg-ga
35
The categories of this paper are: mtrl-th
29
The categories of this paper are: funct-an
27
The categories of this paper are: comp-gas
36
The categories of this paper are: cmp-lg
18
The categories of this paper are: econ
0
The categories of this paper are: hep-ph
13
The categories of this paper are: quant-ph
16
The categories of this paper are: stat
20
The categories of this paper are: acc-phys
6
The categories of this paper are: astro-ph