Table 4.
Primary physician characteristics and performance | Novice group (n=18) | Experienced group (n=12) | P value | |||||
Age in years, median (IQR) | 27.00 (27.00-28.00) | 32.00 (30.75-34.25) | <.001a | |||||
Years of experience, median (IQR) | 2.00 (2.00-3.00) | 5.00 (4.00-6.25) | < .001a | |||||
Performance evaluation | ||||||||
|
Human-algorithm agreement, κ, median (IQR) | |||||||
|
|
Physician alone | 0.66 (0.62-0.72) | 0.69 (0.64-0.77) | .330 | |||
|
|
HAI | 0.77 (0.71-0.80) | 0.82 (0.79-0.82) | .008a | |||
|
|
Paired test, P value | .0001a | .001a |
|
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|
Accuracy, median (IQR) | |||||||
|
|
Physician alone | 0.90 (0.82-0.92) | 0.90 (0.89-0.96) | .279 | |||
|
|
HAI | 0.94 (0.91-0.97) | 0.97 (0.95-0.98) | .020 a | |||
|
|
Paired test, P value | .0023a | .0032a |
|
|||
|
Sensitivity, median (IQR) | |||||||
|
|
Physician alone | 0.91 (0.83-0.95) | 0.98 (0.94-1.00) | .017a | |||
|
|
HAI | 0.97 (0.94-1.00) | 1.00 (0.97-1.00) | .043a | |||
|
|
Paired test P value | .0028a | .0313a |
|
|||
|
Specificity, median (IQR) | |||||||
|
|
Physician alone | 0.89 (0.84-0.94) | 0.86 (0.81-0.94) | .733 | |||
|
|
HAI | 0.94 (0.88-0.96) | 0.96 (0.92-0.98) | .215 | |||
|
|
Paired test, P value | .1067 | .0049a |
|
aP value is statistically significant.