How this document came to be
About this sample
A principal investigator (PI) affiliated with a university medical school, facing a deadline-bound request to create an academic review, came to us for a detailed pre-manuscript survey of the literature and current opinion pertinent to their topic: pancreatic ductal adenocarcinoma (PDAC).
We began by discussing the team’s goals and assessing the available tools and public resources, including our own. We also considered systems developed by other teams. When another tool is better suited to a particular task, we recommend it. In this case, our research-writing and data-mining system was a good fit. Working with the client, we turned the initial idea into a focused research brief and developed the prompt reproduced below.
The system generated a “writing kit”, which our specialists then checked and revised in consultation with the client. We verified the bibliographic references and performed an internal review tracing the quantitative claims to their sources.
The brief we developed with the client
“Create a comprehensive and deep academic review on the following topic: ‘Immune Mechanisms and Therapy in Pancreatic Cancer: Murine Models and Human Trials’”
A note on deliverables
This PDF document itself is a small part of our full research output. The client deliverables include PRISMA-compliant literature search strategies, PubMed retrievals, writing blocks that the client may use for reconstruction and revision while catering to different reporting formats, a reference database compatible with major bibliographic software, Python code for data extraction and analysis, and more.
Our team has verified the bibliographic references and checked the quantitative claims against their cited sources. Nothing in this document constitutes medical advice.
Provenance
Prepared and published by Cellformatica with the client’s permission. © 2026 Cellformatica.
