Table 2 The categories and subcategories of the proposed dataset

1-Personal Information

1–1-Personal Information

10

10

0

2-Admission Details

2–1-Admission Details

10

9

1

3-Present illness

3–1-Respiratory disease

10

9

1

3–2-Renal disease

6

3

3

3–3-Gastrointestinal disease/ Liver disease

6

6

0

3–4-Endocrine disease

7

2

5

3–5-Cardiovascular disease

3

3

0

3–6-Hematologic disease

2

0

2

3–7-Neurologic disease

6

5

1

3–8-Infectious disease

3

1

2

3–9-Trauma

6

3

3

3–10-Drugs

54

33

21

3–11-Toxins

21

5

16

Total

125

71

54

4-Past Medical History:

4–1-Respiratory disease

9

5

4

4–2-Renal disease

18

8

10

4–3-Gastrointestinal disease/ Liver disease

7

2

5

4–4-Endocrine disease

24

3

21

4–5-Cardiovascular disease

1

1

0

4–6-Hematologic disease

5

1

4

4–7-Neurologic disease

5

4

1

4–8-Genetic/Congenital disorders

18

0

18

4–9-Rheumatology/ musculoskeletal disease

4

0

4

4–10- Malignancy

1

0

1

Total

92

24

68

5-Social status

5–1-Social status

4

4

0

-Physical examination

6–1-vital signs

7

7

0

6–2-GCS (physician note)

1

1

0

6–3-Respiratory (FiO2%):

4

4

0

6–4-Sedation status (RAS score)

1

1

0

6–5-Numeric pain scale

1

1

0

6–6-Behavioral Pain Score

1

1

0

6–7-Diaphoresis

1

1

0

6–8-Shivering

1

1

0

6–9-Cyanosis (if spO2 unavailable or suspicious)

1

1

0

6–10-Urine output

1

1

0

6–11-Nasogastric drainage

1

1

0

6–12-Edematous states

1

1

0

6–13-Poor tissue perfusion (regional hypo-perfusion)

1

1

0

Total

22

22

0

7-Para-clinical investigation

7–1- Para-clinical investigation

29

11

18

8-Blood gas parameter

8–1- Blood gas parameter

7

7

0

9-SOFA score

9–1- SOFA score

6

6

0

10-Sampling technique

10–1- Sampling technique errors (ABG Error)

9

9

0

Total

313

172

141