P2 Add AIP/LLM (Building AIP logic reasoning)

In this phase 2 you

Create a folder for what you will create
Create AIP_logic
Add the Use_LLM

For details see:

Speedrun (the original demo documentation)
- Section “Create an agent”
#614_.docx

The following diagram shows what you create:

P2
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P2.1 Create folder

If the marketplace has already been installed, you can not install it again. Instead, you need to create a folder for what you will install.

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P2.2 Configure

Define Patient and Clinical Trial inputs
Read Ontology properties
Configure Use LLM
Define structured decision/reasoning output

File name / location.

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Inputs

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System prompt

I would like to determine if a patient is suitable for a trial depending on the trial’s inclusion and exclusion criteria, providing the reasoning to your decision.

If the patient is fully suitable for the trial, enroll it to the trial, return the following information in json form:

enrollment_decision: Suitable
enrollment_reasoning: 1 sentence reasoning why they are suitable

If the patient is NOT fully suitable for the trail, return the following information in json form:

enrollment_decision: Not suitable
enrollment_reasoning: 1 sentence reasoning why they are not suitable

If you are not able to determine whether the patient is suitable (e.g. because of relevant info missing), return the following information in json form:

enrollment_decision: Manual review required
enrollment_reasoning: 1 sentence reasoning why you couldn’t determine whether the patient is suitable or not

Task prompt

Here is the trial’s criteria: Criteria:

Here are details about the patient: Age: Contraception: Diagnosis: Disease Stage: Gender: Health Status: Informed Consent: Lab results: Lifestyle Factors: Pregnancy Status: Treatment History:

Model: GPT-4.1 mini

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Change the Output type to struct / Non-strict

Add first field: eligibility_decision of type String
Add second field: eligibility_reasoning of type String

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View in folder

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Save (do not publish yet)

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P2.3 Test Use_LLM (preview run)

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{
"eligibility_decision": "Not suitable",
"eligibility_reasoning": "The patient has been on metformin for only 2 months, 
   which is less than the required stable dose duration of at least 3 months prior to enrollment."
}

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26.0902 (v1 26.0831)

TOC: