Fig. 3: The true presence and absence rate of accurately predicted entities of the GPT4o 2POP method. | Communications Medicine

Fig. 3: The true presence and absence rate of accurately predicted entities of the GPT4o 2POP method.

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

Fig. 3: The true presence and absence rate of accurately predicted entities of the GPT4o 2POP method.

The figure shows the True Presence Percentage (blue) and True Absence Percentage (orange) for each of the 49 mCODE named entities extracted by GPT4o using the 2POP method on 1,000 synthetic clinical notes. The sum of the true presence and absence rate equals the accuracy rate, allowing for a granular evaluation of the model’s accuracy in detail.

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