Luciana Machado
banner
machadolac.bsky.social
Luciana Machado
@machadolac.bsky.social
Doctor in Epidemiology, senior research scientist, founder and Executive Director of the Science Integrity Alliance #researchintegrity #openscience
https://www.sci-integrity.com
Reposted by Luciana Machado
How many #CancerResearch papers may have been contributed to the literature by #PaperMills? We try to put numbers to this problem in our @bmj.com paper by @aidybarnett.bsky.social @aushsi.bsky.social & colleagues. Thank-you @nhmrc.bsky.social for funding
@sydney.edu.au
www.bmj.com/content/392/...
Machine learning based screening of potential paper mill publications in cancer research: methodological and cross sectional study
Objectives To train and validate a machine learning model to distinguish paper mill publications from genuine cancer research articles, and to screen the cancer research literature to assess the preva...
www.bmj.com
January 30, 2026 at 9:12 AM
Reposted by Luciana Machado
New Year, new #Bluesky user?
Interested in #ResearchIntegrity & looking to connect with others on @bsky.app?

Here are two #StarterPacks covering people connected with research integrity & there's still space so please share suggestions or wave to be added!

go.bsky.app/QN5upY5

go.bsky.app/5NJ9Z4N
January 7, 2026 at 11:14 AM
Reposted by Luciana Machado
✨2025 was a year of building, connecting, and growing.🌱

Check out a few highlights below.

We are also excited about all that 2026 will bring. Stay tuned for more on our evolving governance model and the launch of new resources and subscriptions.

#ResearchIntegrity #OpenScience #Community #SIA
January 7, 2026 at 3:30 AM
🗣️ This is a great opportunity to learn how you can help keep papers with evidence of misconduct or fraud out of the scientific record. Read more about COSIG in the latest issue of REACH magazine:
www.sci-integrity.com/reach-octobe...
@cosig.net @reeserichardson.bsky.social
November 26, 2025 at 1:59 PM
Congrats to the Brazilian Reproducibility Initiative and all other awardees of the Einstein Foundation Berlin Award!
🥇👏🏻👏🏻👏🏻
@redebrrepro.bsky.social
@einsteinberlin.bsky.social
We’re thrilled to see the Brazilian Reproducibility Initiative honored with the Einstein Foundation Institutional Award. They are part of our esteemed partner @redebrrepro.bsky.social. Their nationwide replication effort is a remarkable example of collective action to improve research practices. 👏🏻👏🏻👏🏻
🏆 Institutional: The Brazilian Reproducibility Initiative is a nationwide effort to evaluate research results in laboratory biology & the largest coordinated replication effort in the field worldwide, showcasing the potential of country-level research improvements. @redebrrepro.bsky.social (3/5)
November 25, 2025 at 12:55 PM
Influencer opinions are not healthcare. Treating them as such puts lives at risk. A heartbreaking story of what happens when misinformation replaces evidence and expertise:
November 22, 2025 at 1:55 PM
Unfortunately I couldn’t be there in person for my #AIMOS2025 talk, but I’m grateful for the chance to share what we’re building at @sci-integrity.com, especially alongside @aimosinc.bsky.social, one of our wonderful partners!
🌏🤝 #SIA #ResearchIntegrity #OpenScience #ScienceIntegrityAlliance
3. Luciana Machado @machadolac.bsky.social (online): A New Global Alliance Tackling Research Integrity Challenges.
Many great initiatives deal with science integrity, but coordination is important. We connect organizations.
Reach: interactive digital magazine.
www.sci-integrity.com
#AIMOS2025
November 20, 2025 at 5:43 PM
Reposted by Luciana Machado
Check out the latest issue of REACH magazine from @sci-integrity.com, which features COSIG on page 42!

www.sci-integrity.com/reach-octobe...
REACH October-December 2025 | Science Integrity Alliance
REACH is a modern, interactive, and comprehensive digital magazine designed to meet the shared needs of all stakeholders in the research community.
www.sci-integrity.com
November 16, 2025 at 2:52 PM
Reposted by Luciana Machado
✨The new issue of REACH is live!
If you’re looking for inspiring weekend reading, I hope you’ll enjoy exploring this new issue.📗

🗣️ Share it with your colleagues or anyone who might find it useful.
🔗 www.sci-integrity.com/reach-octobe...

#openscience #researchintegrity #REACHmagazine #SIA
November 15, 2025 at 2:55 PM
Reposted by Luciana Machado
The link between the gut #microbiome and autism is not backed by science, researchers say.

Read the full opinion piece in @cp-neuron.bsky.social: spkl.io/63322AbxpA

@wiringthebrain.bsky.social, @statsepi.bsky.social, & @deevybee.bsky.social
November 13, 2025 at 4:00 PM
Reposted by Luciana Machado
@bmj.com has issued an expression of concern for a paper claiming stem cell therapy can reduce the risk of heart failure. The move comes after sleuths and scientists critiqued the “complete mismatch” between the study data and the article itself.
BMJ places expression of concern on heavily criticized stem cell paper
The BMJ has issued an expression of concern for a paper claiming stem cell therapy can reduce the risk of heart failure. The move comes after sleuths and scientists critiqued the “complete mismatch…
retractionwatch.com
November 12, 2025 at 9:33 PM
Reposted by Luciana Machado
📗 The new issue of REACH Magazine is almost here!

🔍 Featuring insights on the future of peer review, updated guidance on research misconduct oversight, science sleuthing with Lonni Besançon, WCRI history, and more.

👀 Stay tuned!
#REACHmagazine #SIA #ResearchIntegrity
October 29, 2025 at 3:54 PM
Reposted by Luciana Machado
🚀 The first video created for the #MIRROR hub is out, marking the start of a series of multimedia resources developed in partnership with @collablibrary.bsky.social and designed to make meta-research insights more engaging, inclusive, and actionable. #SIA #MetaResearch
youtu.be/M70yZ_55AQQ?...
The Pandemic's Risky Bet- Publishing Science Before It Was Checked- Video Lay summary
YouTube video by The Collaborative Library
youtu.be
October 17, 2025 at 12:21 PM
Reposted by Luciana Machado
🌱 We're thrilled to share that our editorial team is growing! Under the leadership of Matt Hodgkinson (Editorial Lead), SIA’s newly formed Editorial Committee brings together a stellar group of experts.✨✨
@mattjhodgkinson.scicomm.xyz.ap.brid.gy @andre-brasil.bsky.social @danielucko.bsky.social
October 8, 2025 at 12:06 PM
Reposted by Luciana Machado
🌟 The Science Integrity Alliance welcomes James Parry as Senior Strategic Advisor! James brings 20 years of research integrity leadership, including 15 years as Chief Executive of UKRIO, supporting 120+ orgs. At SIA, he'll drive partnerships and advance our educational platforms.
Welcome James! 👏👏👏
September 20, 2025 at 8:01 PM
Reposted by Luciana Machado
"Much of what shapes a scientific paper never sees the light of day."

RoRI's André Brasil writes about MetaROR (MetaResearch Open Review) and opening the black box of peer review in the inaugural issue of REACH by @sci-integrity.com: www.sci-integrity.com/reach-inaugu...
September 8, 2025 at 9:48 AM
Heading home after #PRC10 feeling inspired by so many people with fresh ideas on how to make research better, and the highlight was reconnecting with my wonderful friend @james-mcauley.bsky.social after 10 years! Let’s keep the conversation going at the Science Integrity Alliance’s community forum!
September 6, 2025 at 2:51 PM
Arrived in Chicago for the Peer Review Congress and looking forward to hearing about strategies to safeguard the scholarly literature from fraud and misconduct, while engaging in productive networking. #PCR10 #PeerReview #ResearchIntegrity
September 3, 2025 at 1:38 AM
Reposted by Luciana Machado
🌟 REACH is live!
A new digital magazine on research integrity & open science.

📖 In this issue:
✨ Launch of the Science Integrity Alliance
✨ Coverage of the U.S. Conference on Research Integrity
✨ COPE’s evolution in publication ethics
...and more!

🔗 Read here: www.sci-integrity.com/reach-inaugu...
August 30, 2025 at 12:06 PM
Reposted by Luciana Machado
🌟 Can you visualize a future in which you’ve won a grant of up to £25,000? #CatalystGrant

💡🌱 Digital Science’s 2025 Catalyst Grant is now open for applications - with the theme of #DataVisualization.

🔗 See more about our Catalyst Grant - and apply here: www.digital-science.com/investment/c...
August 26, 2025 at 11:00 AM
This is going to be incredible! 5 days to go! 🔥
🚀 ONLY 5 DAYS TO GO!
REACH is almost here, and we can barely contain our excitement!

📅 Mark your calendars.
⏰ Set your reminders.
📣 Tell your colleagues.
Research integrity communication will never be the same.

#REACHMagazine #ResearchIntegrity #LaunchCountdown #SIA
August 25, 2025 at 11:16 PM
Reposted by Luciana Machado
🎬 Episode 3 of "Meet Our Partners" video series is here! We're proud to feature the Brazilian Reproducibility Network @redebrrepro.bsky.social—a multidisciplinary, multi-institutional initiative promoting transparent and reliable research practices across Brazil.🇧🇷 #ResearchIntegrity #Reproducibility
August 21, 2025 at 11:35 PM
Reposted by Luciana Machado
We discuss cultural change initiatives to promote #researchintegrity. We distinguish 2 schemas of research integrity:
👉The thick, lived kind
👉The thin, rule-based kind.
We need both. What’s interesting is trying to understand how they relate. Had fun writing this!
link.springer.com/article/10.1...
Research integrity, thick and thin - Synthese
We contrast two value-schemas of research integrity. One is the ‘thick’ ethos of an immersed and ethical researcher. The other is the ‘thin’ rules, responsibilities, and metrics that we use to communi...
link.springer.com
July 29, 2025 at 11:10 PM
👀 Have you heard? The Integrity Café is now open on the #ScienceIntegrityAlliance platform!

☕️ The Integrity Café is a welcoming space to share resources, spotlight events, and post quick updates on #ResearchIntegrity and #OpenScience. Ready to join? 1/2
July 5, 2025 at 8:42 PM