#systematicreviews
Animal filters in Embase are used routinely, but until now they had no performance data. We compared 11. Our advice: before choosing one, ask whether animals or nonhumans could feature in relevant studies for your review.

📄 doi.org/10.5195/jmla...

#SystematicReviews #Embase
Removing records on animals and nonhumans in Ovid Embase: a comparison of 11 filters | Journal of the Medical Library Association
Objective: To understand and compare the impact of 11 filters to remove records on animals or nonhumans in Ovid Embase, which are routinely used despite there being no performance data for them. To understand the indexing of relevant subject headings in Embase.
doi.org
November 2, 2026 at 10:55 AM
If you missed this month's #UniversityofOxford intensive interactive online course on Systematic Reviews, there are places available on the December running
lifelong-learning.ox.ac.uk/courses/syst...
@lifelong-learning.ox.ac.uk
@cebmoxford.bsky.social

#EvidenceSynthesis #SystematicReviews #Oxford
Systematic Reviews - Oxford Lifelong Learning
Covering the process of doing a systematic review, focusing on practicalities and emphasising how and why this qualifies as scientific research.
lifelong-learning.ox.ac.uk
October 21, 2026 at 9:40 AM
A multi-agent LLM system called ReviewPilot automates PRISMA-based systematic reviews, logging exclusion reasons and value sources, and it outperformed single-prompt LLM and AgentSLR baselines on…

#AIReview #LLMAgents #SystematicReviews #ResearchTools
https://arxiv.org/abs/2610.21042
October 16, 2026 at 4:01 PM
Hey #medLibs, did you see that #OpenAlex now features PubMed‘s study designs? They added more depth and also classified works that are not classified in #PubMed.

Now, I want to make another bibliometric analysis of #SystematicReviews 😊

blog.openalex.org/filter-opena...
Filter OpenAlex for RCTs, meta-analyses and systematic reviews - OpenAlex blog
You can now filter all of OpenAlex by study design: randomized controlled trials, systematic reviews, meta-analyses and more. 21 million works, in every field and language, carry one.
blog.openalex.org
October 15, 2026 at 5:27 AM
AI can speed up screening thousands of articles. So why can’t it run a literature review on its own? Our new blog post covers where AI helps with evidence synthesis and where researchers still step in.

blog.cureus.com/ai-literatur...

#AIinResearch #SystematicReviews #Cureus
AI Literature Review: Benefits and Limits | Cureus Blog
See how AI speeds up screening and data extraction in literature reviews and evidence synthesis, where it falls short, and where researchers must step in.
blog.cureus.com
October 13, 2026 at 9:39 PM
Anyways. Shout-out to the free and excellent course on SRs following the Campbell Collaboration guidelines from Carnegie Mellon and the Open Learning Initiative. oli.cmu.edu/courses/syst...
Useful for SRs and ScRs following other guidelines, too.
4/4
#medlibs #systematicreviews
Systematic Reviews and Meta-Analysis — Open & Free
February 2023 Update: Systematic Reviews and Meta-Analysis is a brand new online course from The Campbell Collaboration and the Open Learning Initiative. We proudly invite you to use the material for ...
oli.cmu.edu
October 11, 2026 at 11:57 PM
Screening performance gains from newer LLMs on software engineering systematic reviews are marginal, with average MCC across secondary studies only slightly higher than earlier models. Refining inclusion…

#LLMs #SoftwareEngineering #SystematicReviews #AIResearch
https://arxiv.org/abs/2610.10633
October 9, 2026 at 8:01 AM
🩸September was #SickleCellAwareness month and also saw the publication of our updated overview of #systematicreviews, looking at red cell #transfusion interventions in #sicklecelldisease, and led by Professor Lise Estcourt.
@liseestcourt.bsky.social @thrinaline.bsky.social
#MedSky
October 2, 2026 at 11:08 AM
Now Available From #OpenAlex: Filter For RCTs, Meta-Analyses and Systematic Reviews

blog.openalex.org/filter-opena...

#systematicreviews #metaanalyses
September 30, 2026 at 2:17 PM
Want to learn how systematic reviews are done? 📚

Our online Introduction to Systematic Reviews course runs 9-20 Nov, led by CRD experts at Uni of York. Open to any role or discipline.

www.york.ac.uk/crd/knowledg...

#SystematicReviews #EvidenceSynthesis
Introduction to Systematic Reviews
Introduction to Systematic Reviews is an online course offering an in-depth introduction to systematic reviews and evidence synthesis methods.
www.york.ac.uk
September 30, 2026 at 9:16 AM
Have you checked out Cochrane Complementary Medicine's YouTube channel? Learn more about #healthevidence for a variety of #CAIM interventions, how #systematicreviews work, and more! You can find our full library of videos and webinar recordings here:

www.youtube.com/@cochranecom...
Cochrane Complementary Medicine
www.youtube.com
September 18, 2026 at 7:25 PM
🩸In honour of #SickleCellAwarenessMonth this September, we are proud to highlight our latest two #systematicreviews in the field.

🔗See links for these two articles in the comments
September 18, 2026 at 11:29 AM
From our colleagues at Evidence Synthesis Ireland:

New ESI Webinar:

Responsible use of AI in evidence synthesis: separating hype from reality

Thursday 15 October 2026, 1pm Irish time (UTC+1)

Register: universityofgalway-ie.zoom.us/webinar/regi...

#evidencesynthesis #AI #systematicreviews
September 16, 2026 at 5:20 PM
Tip #73: Is Scopus a Narcissist? #MLAUXCaucus #medlibs #ExpertSearching #SystematicReviews "Bite-size tips for expert searchers." h/t @potterynerd-8.bsky.social uxcaucustips.blogspot.com/2026/09/tip-...
Tip #73: Is Scopus a Narcissist?
uxcaucustips.blogspot.com
September 14, 2026 at 12:09 PM
Last few days to apply for a place on this intensive interactive online course to learn about systematic reviews from the #UniversityofOxford in October 2026
lifelong-learning.ox.ac.uk/courses/syst...
@lifelong-learning.ox.ac.uk
@cebmoxford.bsky.social
#EvidenceSynthesis #SystematicReviews #Oxford
Systematic Reviews - Oxford Lifelong Learning
Covering the process of doing a systematic review, focusing on practicalities and emphasising how and why this qualifies as scientific research.
lifelong-learning.ox.ac.uk
September 14, 2026 at 8:33 AM
Deduplicating literature-search results is important - and tedious. So we built deduplicate.it: a free, open-source tool that removes unambiguous duplicates in a conservative first pass, then gives you one clean file for manual review.

#SystematicReviews #OpenScience #EvidenceSynthesis
deduplicate.it | Duplicate Removal for Systematic Reviews
Free, auditable duplicate removal for literature searches in systematic reviews, scoping reviews, and meta-analyses. Upload exports from multiple databases, get a deduplicated RIS file with a full aud...
deduplicate.it
September 11, 2026 at 5:41 AM
September 9, 2026 at 2:26 PM
Last few weeks to apply for a place on this intensive interactive online course to learn about systematic reviews from the #UniversityofOxford in October 2026
lifelong-learning.ox.ac.uk/courses/syst...
@lifelong-learning.ox.ac.uk @cebmoxford.bsky.social
#EvidenceSynthesis #SystematicReviews #Oxford
Systematic Reviews - Oxford Lifelong Learning
Covering the process of doing a systematic review, focusing on practicalities and emphasising how and why this qualifies as scientific research.
lifelong-learning.ox.ac.uk
September 2, 2026 at 7:57 AM
New study assesses the prevalence and types of #data sharing statements in a collection of published trials, and whether the data were actually available when they should have been after e-mailing authors for access www.jclinepi.com/article/S089... #datasharing #data #evidence #systematicreviews #OA
Data sharing in stepped-wedge cluster randomized trials: suboptimal data availability despite “data available upon request”
Data sharing enhances transparency, facilitates reproducibility, and promotes innovation in health research. For statisticians, access to data from real trials is essential to develop, validate, and r...
www.jclinepi.com
September 1, 2026 at 11:44 AM
Tip #72 Scopus Export Inconsistency Workaround
#MLAUXCaucus #medlibs #ExpertSearching #SystematicReviews "Bite-size tips for expert searchers." uxcaucustips.blogspot.com/2026/08/tip-...
Tip #72 Scopus Export Inconsistency Workaround
uxcaucustips.blogspot.com
August 27, 2026 at 1:43 PM
"Artificial Intelligence Resources for the Screening of Titles and Abstracts in Systematic Reviews: A Scoping Review" — 174 studies show heterogeneous AI tools and metrics, highlighting the need for standardized evaluation and human oversight. #AI #SystematicReviews doi.org/10.1002/cesm...
https://doi.org/10.1002/cesm.70098
doi.org
August 22, 2026 at 7:51 AM
Tip #71: Removing Clinical Trials Records from Embase dot com and Cochrane CENTRAL #MLAUXCaucus #medlibs #ExpertSearching #SystematicReviews "Bite-size tips for expert searchers." uxcaucustips.blogspot.com/2026/08/tip-...
uxcaucustips.blogspot.com
August 17, 2026 at 2:53 PM
Tip #70: Building a (Database) Creature with the Best Features: An Unscientific Report#MLAUXCaucus #medlibs #ExpertSearching #SystematicReviews "Bite-size tips for expert searchers." uxcaucustips.blogspot.com/2026/07/tip-... 👨‍🔬🧪
Tip #70: Building a (Database) Creature with the Best Features: An Unscientific Report
uxcaucustips.blogspot.com
July 24, 2026 at 3:25 PM