Fig. 5: The error rate of each model and method on all named entities. | Communications Medicine

Fig. 5: The error rate of each model and method on all named entities.

From: Introducing mCODEGPT as a zero-shot information extraction from clinical free text data tool for cancer research

Fig. 5: The error rate of each model and method on all named entities.

The figure shows a heatmap of error rates for 49 mCODE-named entities across various model-method combinations. Higher error rates (darker red) are concentrated among complex clinical entities such as genomic and cancer staging terms, while demographic entities like patient gender and patient name exhibit minimal error.

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