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. 2026 Jul 17;5:e75561. doi: 10.2196/75561

Table 6.

The error analysis table. All models show a high level of spurious error, but fine-tuning substantially reduces the error rate, showing the lowest total error counts among other methods.

Model versions Spurious error, n Granularity error, n Misalignment error, n Total error count, n
Vanilla model 76 7 37 120
Fine-tuned 46 1 33 80
Augmented dataset 80 2 33 115