Table 1 General characteristics of the study population

From: Comparison of SHAP and clinician friendly explanations reveals effects on clinical decision behaviour

 

RO-RS-RSC

(N = 10)

RO-RSC-RS

(N = 11)

RS-RO-RSC

(N = 11)

RS-RSC-RO

(N = 11)

RSC-RO-RS

(N = 10)

RSC-RS-RO

(N = 10)

P value

Age

29.8 ± 3.9

33.5 ± 4.7

32.9 ± 3.6

35.4 ± 6.4

32.6 ± 2.9

33.1 ± 5.4

0.292

Sex

0.832

- Female

4 (40.0%)

7 (63.6%)

7 (63.6%)

6 (54.5%)

6 (60.0%)

7 (70.0%)

- Male

6 (60.0%)

4 (36.4%)

4 (36.4%)

5 (45.5%)

4 (40.0%)

3 (30.0%)

Department

0.039

- Surgery

3 (30.0%)

2 (18.2%)

4 (36.4%)

5 (45.5%)

3 (30.0%)

3 (30.0%)

- Internal medicine

6 (60.0%)

3 (27.3%)

6 (54.5%)

2 (18.2%)

2 (20.0%)

5 (50.0%)

- Emergency medicine

1 (10.0%)

1 (9.1%)

1 (9.1%)

4 (36.4%)

5 (50.0%)

2 (20.0%)

- Miscellaneous

0 (0.0%)

5 (45.5%)

0 (0.0%)

0 (0.0%)

0 (0.0%)

0 (0.0%)

Designation

 

0.923

- Faculty

0 (0.0%)

2 (18.2%)

1 (9.1%)

4 (36.4%)

2 (20.0%)

2 (20.0%)

- Fellow

1 (10.0%)

2 (18.2%)

2 (18.2%)

0 (0.0%)

3 (30.0%)

1 (10.0%)

- Resident

9 (90.0%)

7 (63.6%)

8 (72.7%)

7 (63.6%)

5 (50.0%)

7 (70.0%)

Professional experience (Months)

49.4 ± 21.9

60.5 ± 42.9

63.1 ± 28.7

96.9 ± 78.0

79.4 ± 43.0

74.6 ± 61.7

0.537

Number of transfusions Prescriptions (Pack/Month)

4.0 ± 3.4

5.4 ± 8.3

6.5 ± 5.4

3.6 ± 4.2

7.1 ± 7.7

6.0 ± 4.9

0.536

Artificial intelligence algorithm usage experience

 

0.516

- Exists

1 (10.0%)

3 (27.3%)

3 (27.3%)

4 (36.4%)

5 (50.0%)

4 (40.0%)

- Never

9 (90.0%)

8 (72.7%)

8 (72.7%)

7 (63.6%)

5 (50.0%)

6 (60.0%)

Prior knowledge regarding medical artificial intelligence

 

0.560

- Very high

0 (0.0%)

0 (0.0%)

0 (0.0%)

0 (0.0%)

2 (20.0%)

0 (0.0%)

- High

7 (70.0%)

5 (45.5%)

8 (72.7%)

6 (54.5%)

5 (50.0%)

6 (60.0%)

- Moderate

0 (0.0%)

3 (27.3%)

2 (18.2%)

2 (18.2%)

1 (10.0%)

2 (20.0%)

- Low

0 (0.0%)

1 (9.1%)

1 (9.1%)

2 (18.2%)

0 (0.0%)

0 (0.0%)

- Very low

3 (30.0%)

2 (18.2%)

0 (0.0%)

1 (9.1%)

2 (20.0%)

2 (20.0%)

  1. RO result only, RS result with SHAP, RSC result with SHAP and clinical interpretation.