Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Making the best of data derived from a daily practice in clinical legal
  medicine for research and practice - the example of Spe3dLab   Forensic science suffers from a lack of studies with high-quality design,
such as randomized controlled trials (RCT). Evidence in forensic science may be
of insufficient quality, which is a major concern. Results from RCT are
criticized for providing artificial results that are not useful in real life
and unfit for individualized prescription. Various sources of collected data
(e.g. data collected in routine practice) could be exploited for distinct
goals. Obstacles remain before such data can be practically accessed and used,
including technical issues. We present an easy-to-use software dedicated to
innovative data analyses for practitioners and researchers. We provide 2
examples in forensics. Spe3dLab has been developed by 3 French teams: a
bioinformatics laboratory (LaTIM), a private partner (Tekliko) and a department
of forensic medicine (Jean Verdier Hospital). It was designed to be open
source, relying on documented and maintained libraries, query-oriented and
capable of handling the entire data process from capture to export of best
predictive models for their integration in information systems. Spe3dLab was
used for 2 specific forensics applications: i) the search for multiple causal
factors and ii) the best predictive model of the functional impairment (total
incapacity to work, TIW) of assault survivors. 2,892 patients were included
over a 6-month period. Time to evaluation was the only direct cause identified
for TIW, and victim category was an indirect cause. The specificity and
sensitivity of the predictive model were 99.9% and 90%, respectively. Spe3dLab
is a quick and efficient tool for accessing observational, routinely collected
data and performing innovative analyses. Analyses can be exported for
validation and routine use by practitioners, e.g., for computer-aided
evaluation of complex problems. It can provide a fully integrated solution for
individualized medicine.

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The categories of this paper are: mtrl-th
19
The categories of this paper are: eess
8
The categories of this paper are: hep-ex
9
The categories of this paper are: nlin
7
The categories of this paper are: hep-th
4
The categories of this paper are: cond-mat
20
The categories of this paper are: acc-phys
17
The categories of this paper are: q-fin
27
The categories of this paper are: comp-gas
14
The categories of this paper are: math-ph
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The categories of this paper are: cmp-lg
15
The categories of this paper are: nucl-ex
11
The categories of this paper are: hep-lat
22
The categories of this paper are: chao-dyn
31
The categories of this paper are: ao-sci
30
The categories of this paper are: q-alg