In the case that you are running into log-in issues or experience a technical issue within the software, please reach out to support@nested-knowledge.com and a member of our support team will be …

Human oversight, validation of accuracy, and transparency are essential for effective AI use. Search, screening, extraction, and optional synthesis and reporting are key stages.

AI at ISPOR Europe 2025 We performed an AI Rapid Review (Configuration & curation: 2 hours) on all Glasgow AI-related Posters and Presentations (145 total!), in Nested Knowledge. Results: HEOR / …

The following builtin-annotations are supported but not propagated as part of the typeobject: @min, @max, @range, @default, @default_literal, @nested, @allowed_data_rep-resentation. Standard …

Here, we describe a complete methodology for utilizing our AI SLR tool with human. in‐the‐loop curation workflows, as well as AI validations, time savings, and approaches to ensure compliance with best …

Validation Methods Validated using 10 Cochrane SLRs— measured Recall vs. gold-standard PubMed records. Repeated on 20 SLRs in Nested Knowledge and compared with black-box LLMs (e.g., GPT).

Sub-title text: This case study shows a full Systematic Literature Review project completed in the Nested Knowledge software on the role of FLAP Inhibition and leukotriene signaling in neuroinflammation …