Chaptered Recording: The Past, Present, and Futures of Pragmatic and Responsible Adoption of AI in Systematic Reviews

Thank you for supporting the future content by subscribing to the YouTube channel. 00:00 Introduction by Professor Angèle Gayet-Ageron 03:42 Start of lecture and declaring conflict of interests 04:24 Systematic Reviewing as Process vs Systematic Review as Product 08:24 Classification of (Semi)Automation and AI in Systematic Review Context: Rule-based, machine learning (active learning, classifiers), predictive AI, discriminative AI, generativeContinue reading “Chaptered Recording: The Past, Present, and Futures of Pragmatic and Responsible Adoption of AI in Systematic Reviews”

Classification of LLM Errors in Data Extraction for Systematic Reviews and Factors Affecting the LLM-Based Tool’s Performance

It’s been a long time, but I’m busy, so I decided to write fewer, more useful posts. LLMs have targeted the most complex task in systematic reviewing: Data Extraction (Data Abstraction, Data Charting). RAG Progress in Retrieval-Augmented Generation (RAG) came with two benefits: Great progress, even exciting, but keep your glasses on! Factors Affecting the QualityContinue reading “Classification of LLM Errors in Data Extraction for Systematic Reviews and Factors Affecting the LLM-Based Tool’s Performance”

Semi-Automation of Searching and Screening in Systematic Reviews — Recorded and Chaptered on YouTube

I was invited to teach the searching and screening sessions in the High-Efficiency Systematic Reviews (with Ethical AI Use) workshop. The workshop ran for a few days and, naturally,was not free; however, the convenor agreed that I could share the content with a delay on YouTube. Both videos are chaptered, so you can skip rightContinue reading “Semi-Automation of Searching and Screening in Systematic Reviews — Recorded and Chaptered on YouTube”

Year-End Message — Systematic Review Consultants LTD: 2025

It was just about yesterday that we were concerned about all computers, watches, and machines stopping as soon as we entered the year 2000. Now, we are just a quarter of a century older and freaked out about AI taking over the world. Who would’ve thought? Brief Company Update It was an active year forContinue reading “Year-End Message — Systematic Review Consultants LTD: 2025”