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Table 2 Scoring table for AutoScore-generated models

From: AutoScore-Ordinal: an interpretable machine learning framework for generating scoring models for ordinal outcomes

Variable

Interval

Partial score for Model 1

Partial score for Model 2

ED LOS

< 40 min

11

7

[40 min, 80 min)

8

6

[80 min, 4 h)

4

2

[4 h, 6 h)

1

1

> = 6 h

0

0

Creatinine, μmol/L

< 45

6

4

[45, 60)

0

0

[60, 135)

0

1

[135, 595)

6

7

> = 595

4

7

ED boarding time

< 80 min

0

[80 min, 2.5 h)

2

> = 2.5 h

1

Systolic blood pressure, mmHg

< 100

12

9

[100, 110)

7

5

[110, 150)

3

2

[150, 180)

1

0

> = 180

0

0

Bicarbonate, mmol/L

< 17

8

7

[17, 20)

3

3

[20, 28)

0

0

> = 28

5

4

Age, years

< 25

0

0

[25, 45)

6

5

[45, 75)

18

13

[75, 85)

22

17

> = 85

25

21

Pulse, beat/minute

< 70

0

0

[70, 95)

3

2

[95, 115)

8

6

> = 115

14

11

Number of inpatient visits in the previous year

< 1

0

0

[1, 4)

12

9

> = 4

23

20

Metastatic cancer

No

0

Yes

19

  1. “[A, B)” indicates an interval inclusive of the lower limit and exclusive of the upper limit. “--” indicates variables not included in a model
  2. h hours, min minutes, ED Emergency department, LOS length of hospital stay