Fig. 2: Examples of the generation of PIP, KP, expert knowledge and recommended triage level. | Communications Medicine

Fig. 2: Examples of the generation of PIP, KP, expert knowledge and recommended triage level.

From: A foundational triage system for improving accuracy in moderate acuity level emergency classifications

Fig. 2: Examples of the generation of PIP, KP, expert knowledge and recommended triage level.

a An example of the generation of PIP and KP. We construct a collection of patient information templates and expert knowledge templates, which transform the patient information and external expert knowledge into textual prompts. b An example of the generation of the expert knowledge and recommended triage level. On SYSMH-S, SYSMH-N and GTCMH, we use Chinese Emergency Triage Expert Consensus13 as the source of our expert knowledge and recommended level, while on MIMIC-IV-ED, we use Emergency Severity Index (ESI)11 as the source of our expert knowledge and recommended level. The figure only presents the conditional judgment of two vital signs as example, and our implementation adopts judgment of more signs.

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