Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Analysis of Risk Factor Domains in Psychosis Patient Health Records   Readmission after discharge from a hospital is disruptive and costly,
regardless of the reason. However, it can be particularly problematic for
psychiatric patients, so predicting which patients may be readmitted is
critically important but also very difficult. Clinical narratives in
psychiatric electronic health records (EHRs) span a wide range of topics and
vocabulary; therefore, a psychiatric readmission prediction model must begin
with a robust and interpretable topic extraction component. We created a data
pipeline for using document vector similarity metrics to perform topic
extraction on psychiatric EHR data in service of our long-term goal of creating
a readmission risk classifier. We show initial results for our topic extraction
model and identify additional features we will be incorporating in the future.

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The categories of this paper are: quant-ph
2
The categories of this paper are: math
18
The categories of this paper are: econ
5
The categories of this paper are: gr-qc
36
The categories of this paper are: cmp-lg
15
The categories of this paper are: nucl-ex
10
The categories of this paper are: q-bio
21
The categories of this paper are: adap-org
7
The categories of this paper are: hep-th
20
The categories of this paper are: acc-phys
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The categories of this paper are: plasm-ph
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The categories of this paper are: atom-ph
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The categories of this paper are: alg-geom
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The categories of this paper are: comp-gas
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The categories of this paper are: stat
8
The categories of this paper are: hep-ex