Sentiment Analysis for Necessary Preview of 30-Day Mortality in Sepsis Patients and the Control Strategies
Table 2
Baseline information of included patients, n(%) or ().
Characteristics
Survived (n = 1 151)
Dead (n = 693)
Sentiment polarity score
0.05 ± 0.04
0.03 ± 0.04
Sentiment subjectivity score
0.58 ± 0.04
0.38 ± 0.04
SAPS-II
42.94 ± 15.58
56.08 ± 15.43
SOFA score
8.01 (6.02, 11.03)
8.08 (6.00, 11.01)
Age, years
<40
90 (7.82)
25 (3.61)
40–59
313 (27.19)
158 (22.8)
60–69
201 (17.46)
145 (20.92)
70–79
294 (25.55)
139 (20.05)
≥80
253 (21.98)
226 (32.61)
Gender
Female
524 (45.53)
301 (43.43)
Male
627 (54.47)
392 (56.57)
ICU types
CCU
45 (3.91)
54 (7.79)
CSRU
32 (2.78)
29 (4.18)
MICU
653 (56.73)
432 (62.34)
SICU
265 (23.02)
113 (16.31)
TSICU
156 (13.55)
65 (9.38)
Note.P < 0.05. SAPS-II: simplified acute physiology score II; SOFA: sequential organ failure assessment; ICU: intensive care unit; CCU: coronary care unit; CSRU: cardiac surgery recovery unit; MICU: medical intensive care unit; SICU: surgical intensive care unit; TSICU: trauma/surgical intensive care unit.