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Table 2 Coefficients of the fitted linear regression model.

From: An artificial intelligence tool to predict fluid requirement in the intensive care unit: a proof-of-concept study

Variables

Estimate

Standard error

p value

Number of vasopressors

5.35e+02

2.38e+03

3.25e-06

Maximum heart rate (beats per minute)

1.12e+01

3.65

6.43e-09

Maximum haemoglobin (mg/L)

5.71e+01

8.76e+01

0.0021

Minimum haemoglobin (mg/L)

-5.17e+02

9.36e+01

1.03e-10

Variance of haemoglobin (mg/L)

-1.92e+02

4.72e+01

4.01e-08

Total fluid intake on day 1 (ml)

1.03e-01

2.14e-02

5.09e-05

Total fluid output on day 1 (ml)

-1.99e-01

3.68e-02

1.50e-06

Most recent platelet count (×109/L)

1.19e+01

2.99

7.90e-08

Number of sedatives

2.74e+02

1.07e+02

7.73e-05

Age (years)

-1.15e+01

4.68

0.0106

Mean platelet count (×109/L)

1.37e+01

2.97

4.17e-06

Minimum serum sodium (mEq/L)

1.68e+02

4.21e+01

7.27e-05

Most recent serum sodium (mEq/L)

8.33e+01

3.61+01

0.0212

Mean serum sodium (mEq/L)

1.67e+02

6.29e+01

0.0080