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. Author manuscript; available in PMC: 2024 Sep 1.
Published in final edited form as: Artif Intell Med. 2023 May 22;143:102576. doi: 10.1016/j.artmed.2023.102576

Table 2:

A summary of patients characteristics in each subpopulation in four data sets. For sepsis patients in each data set, the data over the course of patients’ hospitalization to h hours prior to the onset of sepsis is considered, i.e., the data collected over the gap period is excluded (for h = 3, 6, 12, and 24 hours).

3 hours 6 hours 12 hours 24 hours
Non-sepsis Sepsis Non-sepsis Sepsis Non-sepsis Sepsis Non-sepsis Sepsis

Visit count 3,785 3,785 3,601 3,601 3,263 3,263 2,724 2,724
Gender
 Female 2,412 2,023 2,312 1,919 2,029 1,739 1,662 1,422
 Male 1,373 1,762 1,289 1,682 1,234 1,524 1,062 1,302
Age in years (mean±SD) 56±20 60-18 56±20 60±18 56±20 60±18 56±20 61±18
Number of comorbidities (n) distribution
n < 5 54.3% 35.0% 53.6% 34.7% 53.3% 34.5% 52.4% 33.2%
 5 ≤ n < 10 27.2% 48.6% 28.0% 48.6% 27.6% 48.8% 29.0% 50.3%
n ≥ 10 6.4% 13.5% 7.0% 13.6% 6.2% 13.7% 6.8% 13.9%
 unknown 12.1% 2.9% 11.4% 3.1% 12.9% 3.0% 11.8% 2.6%