Table 4.
KIDp versus KIDn Classification results (AUC) of multiframe model F compared to professional embryologists at the end of day 5, for different ages of the mother.
Model/annotator | Age 27 | Age 29 | Age 31 | Age 33 | Age 35 | Age 37 | Age 39 | Age 41 | Age 43 | Mean |
---|---|---|---|---|---|---|---|---|---|---|
Embryologist 1 | 0.562 | 0.555 | 0.627 | 0.665 | 0.635 | 0.580 | 0.667 | 0.725 | 0.734 | 0.639 |
Embryologist 2 | 0.613 | 0.599 | 0.623 | 0.638 | 0.631 | 0.599 | 0.661 | 0.686 | 0.717 | 0.641 |
Embryologist 3 | 0.61 | 0.612 | 0.643 | 0.682 | 0.656 | 0.634 | 0.699 | 0.703 | 0.684 | 0.658 |
Embryologist 4 | 0.590 | 0.574 | 0.591 | 0.621 | 0.610 | 0.602 | 0.661 | 0.687 | 0.697 | 0.626 |
Embryologist 5 | 0.564 | 0.589 | 0.634 | 0.687 | 0.664 | 0.647 | 0.677 | 0.693 | 0.683 | 0.649 |
Embryologist 6 | 0.632 | 0.607 | 0.625 | 0.624 | 0.599 | 0.594 | 0.653 | 0.683 | 0.675 | 0.632 |
Embryologist 7 | 0.613 | 0.575 | 0.589 | 0.633 | 0.586 | 0.569 | 0.622 | 0.654 | 0.693 | 0.615 |
Embryologist 8 | 0.632 | 0.589 | 0.636 | 0.666 | 0.662 | 0.617 | 0.657 | 0.683 | 0.731 | 0.652 |
Mean embryologists | 0.602 | 0.587 | 0.621 | 0.652 | 0.630 | 0.605 | 0.662 | 0.689 | 0.702 | 0.639 |
SD embryologists | 0.026 | 0.018 | 0.019 | 0.024 | 0.028 | 0.025 | 0.020 | 0.019 | 0.021 | 0.013 |
Model F | 0.636 | 0.638 | 0.663 | 0.703 | 0.711 | 0.687 | 0.738 | 0.760 | 0.755 | 0.699 |
p value | 0.010 | 0.000 | 0.001 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
The mean is computed across the nine age groups. The p value is obtained with the unpaired t-test.