SayPro Use GPT prompts provided by SayPro to extract 100 disease topics per batch

SayPro AI-Driven Research Protocol:

Use GPT prompts provided by SayPro to extract 100 disease topics per batch.

As part of SayPro’s integration of AI tools into research and data synthesis, researchers and analysts are instructed to use SayPro-designed GPT prompts to systematically extract structured disease topics from large text datasets, literature, or health records. This process enables rapid, high-volume topic generation that supports trend analysis, content classification, and health intelligence reporting.

Objective:

To extract 100 distinct disease-related topics per batch using GPT-powered AI prompts to enhance disease surveillance, reporting, and planning across demographic segments.

Process Overview:

1. Access Approved GPT Prompts:
   Use only the prompts pre-approved and developed by SayPro’s AI research team to ensure consistency and accuracy across outputs.
2. Input Source Material:
   Provide relevant text corpora (e.g., health reports, medical literature, survey responses, policy documents) as input for GPT processing.
3. Execute Batch Extraction:
   Run GPT in controlled batches, each targeting the generation of 100 disease-related topics, including variations in:
   • Disease names
   • Synonyms and subtypes
   • Comorbidities
   • Related symptoms or conditions
4. Validate and Curate Output:
   Review AI-generated lists to:
   • Remove duplicates
   • Verify medical accuracy
   • Categorize by disease type (infectious, chronic, genetic, etc.)
5. Document and Store Results:
   Save each batch extraction with metadata including:
   • Batch number
   • Source used
   • Prompt version
   • Date and user ID
6. Feed into SayPro Systems:
   Finalized topics are uploaded into SayPro’s central database to support dashboard analytics, automated tagging, or community health planning.

Compliance Note:

All AI-generated outputs must be reviewed by a qualified health analyst before public use or program integration. Data privacy and intellectual property protocols must be strictly followed.