MAGIC Evidence Ecosystem Foundation
@magicevidence.bsky.social
MAGIC serves the #evidenceecosystem with http://magicapp.org, a web-based collaborative tool that creates evidence summaries, guidelines, and decision aids
https://magicevidence.org/
https://magicevidence.org/
New in MAGICapp: you can now build Summary of Findings tables for Qualitative Evidence using the GRADE-CERQual framework.
A big step toward transparent, structured presentation of qualitative findings in guidelines and evidence syntheses.
#MAGICapp #GRADE #CERQual #QualitativeEvidence
A big step toward transparent, structured presentation of qualitative findings in guidelines and evidence syntheses.
#MAGICapp #GRADE #CERQual #QualitativeEvidence
November 12, 2025 at 7:30 PM
New in MAGICapp: you can now build Summary of Findings tables for Qualitative Evidence using the GRADE-CERQual framework.
A big step toward transparent, structured presentation of qualitative findings in guidelines and evidence syntheses.
#MAGICapp #GRADE #CERQual #QualitativeEvidence
A big step toward transparent, structured presentation of qualitative findings in guidelines and evidence syntheses.
#MAGICapp #GRADE #CERQual #QualitativeEvidence
They founded MAGIC over ten years ago to improve how evidence is generated, translated, and used in clinical decisions. The goal was clear: more transparency, more trust, better patient care. Inspiring to see what it has become.
📸: Per Vandvik & @thomasagoritsas.bsky.social
📸: Per Vandvik & @thomasagoritsas.bsky.social
November 6, 2025 at 9:42 AM
They founded MAGIC over ten years ago to improve how evidence is generated, translated, and used in clinical decisions. The goal was clear: more transparency, more trust, better patient care. Inspiring to see what it has become.
📸: Per Vandvik & @thomasagoritsas.bsky.social
📸: Per Vandvik & @thomasagoritsas.bsky.social
A #MAGICal conversation between @guyattgh.bsky.social , MAGIC's lead methodologist, and @thomasagoritsas.bsky.social , MAGIC's Board Chair, featured in JAMA Network learning podcast 💥 on #CPG and decision analyses
Don't miss that out!
edhub.ama-assn.org/jn-learning/...
Don't miss that out!
edhub.ama-assn.org/jn-learning/...
October 22, 2025 at 6:05 PM
A #MAGICal conversation between @guyattgh.bsky.social , MAGIC's lead methodologist, and @thomasagoritsas.bsky.social , MAGIC's Board Chair, featured in JAMA Network learning podcast 💥 on #CPG and decision analyses
Don't miss that out!
edhub.ama-assn.org/jn-learning/...
Don't miss that out!
edhub.ama-assn.org/jn-learning/...
Still using Word and PDFs for guidelines 💥 ? In 2025, there’s a better way 🤩
#MAGICapp helps teams move from clunky documents to structured, collaborative guidelines:
Curious if it’s right for you?
👉 Book a demo to learn more: forms.monday.com/forms/baaf06...
#MAGICapp helps teams move from clunky documents to structured, collaborative guidelines:
Curious if it’s right for you?
👉 Book a demo to learn more: forms.monday.com/forms/baaf06...
October 17, 2025 at 8:05 AM
Still using Word and PDFs for guidelines 💥 ? In 2025, there’s a better way 🤩
#MAGICapp helps teams move from clunky documents to structured, collaborative guidelines:
Curious if it’s right for you?
👉 Book a demo to learn more: forms.monday.com/forms/baaf06...
#MAGICapp helps teams move from clunky documents to structured, collaborative guidelines:
Curious if it’s right for you?
👉 Book a demo to learn more: forms.monday.com/forms/baaf06...
Are you developing clinical practice guidelines?
At MAGIC, we’re building tools and collaborations to make evidence-based guidelines more trustworthy and dynamic.
If your team is working on guidelines, we invite you to get to know MAGIC & MAGICapp
Get in touch:
forms.monday.com/forms/baaf06...
At MAGIC, we’re building tools and collaborations to make evidence-based guidelines more trustworthy and dynamic.
If your team is working on guidelines, we invite you to get to know MAGIC & MAGICapp
Get in touch:
forms.monday.com/forms/baaf06...
October 16, 2025 at 2:03 PM
Are you developing clinical practice guidelines?
At MAGIC, we’re building tools and collaborations to make evidence-based guidelines more trustworthy and dynamic.
If your team is working on guidelines, we invite you to get to know MAGIC & MAGICapp
Get in touch:
forms.monday.com/forms/baaf06...
At MAGIC, we’re building tools and collaborations to make evidence-based guidelines more trustworthy and dynamic.
If your team is working on guidelines, we invite you to get to know MAGIC & MAGICapp
Get in touch:
forms.monday.com/forms/baaf06...
At MAGIC, we turn the best evidence into trustworthy guidance to improve patient care.
💡 #MAGICapp powers this process — a digital platform to build, publish, and update clinical practice #guidelines.
😎 Backed by a global network of leading methodologists.
magicevidence.org
💡 #MAGICapp powers this process — a digital platform to build, publish, and update clinical practice #guidelines.
😎 Backed by a global network of leading methodologists.
magicevidence.org
October 8, 2025 at 12:49 PM
At MAGIC, we turn the best evidence into trustworthy guidance to improve patient care.
💡 #MAGICapp powers this process — a digital platform to build, publish, and update clinical practice #guidelines.
😎 Backed by a global network of leading methodologists.
magicevidence.org
💡 #MAGICapp powers this process — a digital platform to build, publish, and update clinical practice #guidelines.
😎 Backed by a global network of leading methodologists.
magicevidence.org
At MAGIC, transformation doesn’t come from a single innovation — it comes from innovation + connection.
🔹 MAGICapp: digital infrastructure for living guidance
🔹 Turning evidence into action
🔹 Making sure guidance is used, not just published
📅 See MAGICapp in action → wkf.ms/3W17lBN
🔹 MAGICapp: digital infrastructure for living guidance
🔹 Turning evidence into action
🔹 Making sure guidance is used, not just published
📅 See MAGICapp in action → wkf.ms/3W17lBN
October 6, 2025 at 11:58 AM
At MAGIC, transformation doesn’t come from a single innovation — it comes from innovation + connection.
🔹 MAGICapp: digital infrastructure for living guidance
🔹 Turning evidence into action
🔹 Making sure guidance is used, not just published
📅 See MAGICapp in action → wkf.ms/3W17lBN
🔹 MAGICapp: digital infrastructure for living guidance
🔹 Turning evidence into action
🔹 Making sure guidance is used, not just published
📅 See MAGICapp in action → wkf.ms/3W17lBN
Come hear @leticiakawano.bsky.social share her 2️⃣ favorite features in #MAGICapp 💥
Leticia is a guideline developer who first used MAGICapp as Clinical Chair of the WHO guideline on COVID-19, & later as a methodologist with the BMJ Rapid Recs,
book 🗓️ a demo here: forms.monday.com/forms/baaf06...
Leticia is a guideline developer who first used MAGICapp as Clinical Chair of the WHO guideline on COVID-19, & later as a methodologist with the BMJ Rapid Recs,
book 🗓️ a demo here: forms.monday.com/forms/baaf06...
October 2, 2025 at 12:00 PM
Come hear @leticiakawano.bsky.social share her 2️⃣ favorite features in #MAGICapp 💥
Leticia is a guideline developer who first used MAGICapp as Clinical Chair of the WHO guideline on COVID-19, & later as a methodologist with the BMJ Rapid Recs,
book 🗓️ a demo here: forms.monday.com/forms/baaf06...
Leticia is a guideline developer who first used MAGICapp as Clinical Chair of the WHO guideline on COVID-19, & later as a methodologist with the BMJ Rapid Recs,
book 🗓️ a demo here: forms.monday.com/forms/baaf06...
💥 Still managing guidelines in Word, email, and endless folders? There’s a better way 🫶
#MAGICapp brings structure, collaboration, and easy updates into one secure digital workspace—built with and for guideline developers.
Wanna check? Book a demo: forms.monday.com/forms/baaf06...
#MAGICapp brings structure, collaboration, and easy updates into one secure digital workspace—built with and for guideline developers.
Wanna check? Book a demo: forms.monday.com/forms/baaf06...
September 29, 2025 at 7:33 AM
💥 Still managing guidelines in Word, email, and endless folders? There’s a better way 🫶
#MAGICapp brings structure, collaboration, and easy updates into one secure digital workspace—built with and for guideline developers.
Wanna check? Book a demo: forms.monday.com/forms/baaf06...
#MAGICapp brings structure, collaboration, and easy updates into one secure digital workspace—built with and for guideline developers.
Wanna check? Book a demo: forms.monday.com/forms/baaf06...
5 problems in guideline development — solved with #MAGICapp 😎
✅ Simpler workflow
✅ Real-time collaboration
✅ Always up to date
🔗 Book a demo: forms.monday.com/forms/baaf06...
@thomasagoritsas.bsky.social @chrischampion.bsky.social
✅ Simpler workflow
✅ Real-time collaboration
✅ Always up to date
🔗 Book a demo: forms.monday.com/forms/baaf06...
@thomasagoritsas.bsky.social @chrischampion.bsky.social
September 24, 2025 at 12:28 PM
5 problems in guideline development — solved with #MAGICapp 😎
✅ Simpler workflow
✅ Real-time collaboration
✅ Always up to date
🔗 Book a demo: forms.monday.com/forms/baaf06...
@thomasagoritsas.bsky.social @chrischampion.bsky.social
✅ Simpler workflow
✅ Real-time collaboration
✅ Always up to date
🔗 Book a demo: forms.monday.com/forms/baaf06...
@thomasagoritsas.bsky.social @chrischampion.bsky.social
Operationalizing trustworthy #AI for #GRADE:
JUDGE turns tacit rating-down into 25 teachable prompts.
SMART-GRADE uses #LLMs + human-in-the-loop for traceable summaries.
Next: expand use cases + benchmarks with guideline panels. #GIN2025
@thomasagoritsas.bsky.social @guyattgh.bsky.social
JUDGE turns tacit rating-down into 25 teachable prompts.
SMART-GRADE uses #LLMs + human-in-the-loop for traceable summaries.
Next: expand use cases + benchmarks with guideline panels. #GIN2025
@thomasagoritsas.bsky.social @guyattgh.bsky.social
September 19, 2025 at 8:28 AM
Operationalizing trustworthy #AI for #GRADE:
JUDGE turns tacit rating-down into 25 teachable prompts.
SMART-GRADE uses #LLMs + human-in-the-loop for traceable summaries.
Next: expand use cases + benchmarks with guideline panels. #GIN2025
@thomasagoritsas.bsky.social @guyattgh.bsky.social
JUDGE turns tacit rating-down into 25 teachable prompts.
SMART-GRADE uses #LLMs + human-in-the-loop for traceable summaries.
Next: expand use cases + benchmarks with guideline panels. #GIN2025
@thomasagoritsas.bsky.social @guyattgh.bsky.social
Don’t miss Lyuba’s session at #GIN2025 🎤
“Technological innovation to facilitate guideline adaptation”
📍 Thursday, Office O, 1:35 pm
Powered by #MAGICapp 😎
@thomasagoritsas.bsky.social @lyubovlytvyn.bsky.social
“Technological innovation to facilitate guideline adaptation”
📍 Thursday, Office O, 1:35 pm
Powered by #MAGICapp 😎
@thomasagoritsas.bsky.social @lyubovlytvyn.bsky.social
September 18, 2025 at 9:41 AM
Don’t miss Lyuba’s session at #GIN2025 🎤
“Technological innovation to facilitate guideline adaptation”
📍 Thursday, Office O, 1:35 pm
Powered by #MAGICapp 😎
@thomasagoritsas.bsky.social @lyubovlytvyn.bsky.social
“Technological innovation to facilitate guideline adaptation”
📍 Thursday, Office O, 1:35 pm
Powered by #MAGICapp 😎
@thomasagoritsas.bsky.social @lyubovlytvyn.bsky.social
Coming up at #GIN2025 (Thursday 1h35pm room E): Prashanti Eachempati will present 2 big steps for #AI + GRADE 🚀
👉 JUDGE – 25 questions to justify rating down certainty
👉 SMART-GRADE – our LLM-powered tool to automate GRADE
Led by MAGIC with McMaster HEI . Come stop by!
@thomasagoritsas.bsky.social
👉 JUDGE – 25 questions to justify rating down certainty
👉 SMART-GRADE – our LLM-powered tool to automate GRADE
Led by MAGIC with McMaster HEI . Come stop by!
@thomasagoritsas.bsky.social
September 18, 2025 at 7:26 AM
Coming up at #GIN2025 (Thursday 1h35pm room E): Prashanti Eachempati will present 2 big steps for #AI + GRADE 🚀
👉 JUDGE – 25 questions to justify rating down certainty
👉 SMART-GRADE – our LLM-powered tool to automate GRADE
Led by MAGIC with McMaster HEI . Come stop by!
@thomasagoritsas.bsky.social
👉 JUDGE – 25 questions to justify rating down certainty
👉 SMART-GRADE – our LLM-powered tool to automate GRADE
Led by MAGIC with McMaster HEI . Come stop by!
@thomasagoritsas.bsky.social
@guyattgh.bsky.social on the core GRADE approach (BMJ) at #GIN2025
Simplifying GRADE is key to wider use—making it practical and accessible without compromising rigor.
At MAGIC, we see this balance as essential for evidence-based decisions that truly reach practice.
@thomasagoritsas.bsky.social
Simplifying GRADE is key to wider use—making it practical and accessible without compromising rigor.
At MAGIC, we see this balance as essential for evidence-based decisions that truly reach practice.
@thomasagoritsas.bsky.social
September 18, 2025 at 3:48 AM
@guyattgh.bsky.social on the core GRADE approach (BMJ) at #GIN2025
Simplifying GRADE is key to wider use—making it practical and accessible without compromising rigor.
At MAGIC, we see this balance as essential for evidence-based decisions that truly reach practice.
@thomasagoritsas.bsky.social
Simplifying GRADE is key to wider use—making it practical and accessible without compromising rigor.
At MAGIC, we see this balance as essential for evidence-based decisions that truly reach practice.
@thomasagoritsas.bsky.social
MAGIC at BE-SAFE in Warsaw 🇵🇱
Our colleagues @thomasagoritsas.bsky.social , Valerie & Sumanth joined the 4th #BESAFE Consortium Meeting, sharing updates and working on deprescribing #benzodiazepines guidelines.
besafe-horizon.eu/en/home
Our colleagues @thomasagoritsas.bsky.social , Valerie & Sumanth joined the 4th #BESAFE Consortium Meeting, sharing updates and working on deprescribing #benzodiazepines guidelines.
besafe-horizon.eu/en/home
September 5, 2025 at 3:35 PM
MAGIC at BE-SAFE in Warsaw 🇵🇱
Our colleagues @thomasagoritsas.bsky.social , Valerie & Sumanth joined the 4th #BESAFE Consortium Meeting, sharing updates and working on deprescribing #benzodiazepines guidelines.
besafe-horizon.eu/en/home
Our colleagues @thomasagoritsas.bsky.social , Valerie & Sumanth joined the 4th #BESAFE Consortium Meeting, sharing updates and working on deprescribing #benzodiazepines guidelines.
besafe-horizon.eu/en/home
🚀 Getting Started with the MAGICapp Text Editor
Discover how to edit, collaborate, and customize directly in MAGICapp.
Watch our new tutorial and learn the essentials to get you started today.
🎥 Watch here: youtu.be/yRoT1fi2R6E?...
#MAGICapp #EvidenceEcosystem #Guidelines #Collaboration
Discover how to edit, collaborate, and customize directly in MAGICapp.
Watch our new tutorial and learn the essentials to get you started today.
🎥 Watch here: youtu.be/yRoT1fi2R6E?...
#MAGICapp #EvidenceEcosystem #Guidelines #Collaboration
August 28, 2025 at 12:29 PM
🚀 Getting Started with the MAGICapp Text Editor
Discover how to edit, collaborate, and customize directly in MAGICapp.
Watch our new tutorial and learn the essentials to get you started today.
🎥 Watch here: youtu.be/yRoT1fi2R6E?...
#MAGICapp #EvidenceEcosystem #Guidelines #Collaboration
Discover how to edit, collaborate, and customize directly in MAGICapp.
Watch our new tutorial and learn the essentials to get you started today.
🎥 Watch here: youtu.be/yRoT1fi2R6E?...
#MAGICapp #EvidenceEcosystem #Guidelines #Collaboration
MAGIC is helping reshape diabetes care. 🚀
Together with The BMJ, we’ve just published 3 new living evidence papers on medicines for #T2Dtype:
1️⃣ Living clinical practice guideline
2️⃣ Living SR/NMA
3️⃣ Living SR on prognosis
+
Together with The BMJ, we’ve just published 3 new living evidence papers on medicines for #T2Dtype:
1️⃣ Living clinical practice guideline
2️⃣ Living SR/NMA
3️⃣ Living SR on prognosis
+
August 22, 2025 at 12:59 PM
MAGIC is helping reshape diabetes care. 🚀
Together with The BMJ, we’ve just published 3 new living evidence papers on medicines for #T2Dtype:
1️⃣ Living clinical practice guideline
2️⃣ Living SR/NMA
3️⃣ Living SR on prognosis
+
Together with The BMJ, we’ve just published 3 new living evidence papers on medicines for #T2Dtype:
1️⃣ Living clinical practice guideline
2️⃣ Living SR/NMA
3️⃣ Living SR on prognosis
+
At MAGIC we are proud to have contributed to CHART guidelines. Our leadership, comprising #PerVandvik, @guyattgh.bsky.social & @thomasagoritsas.bsky.social , was part of this work, aiming at continually enhancing the #evidenceecosystem, grounded in methodological rigor, away from hype and noise +
August 5, 2025 at 11:24 AM
At MAGIC we are proud to have contributed to CHART guidelines. Our leadership, comprising #PerVandvik, @guyattgh.bsky.social & @thomasagoritsas.bsky.social , was part of this work, aiming at continually enhancing the #evidenceecosystem, grounded in methodological rigor, away from hype and noise +
Serendipity in Veitastrond 🇳🇴 Valley: Two MAGIC colleagues met by chance on a midsummer bike ride, sharing lunch and inspiration amid Norway’s glaciers. Collaboration travels everywhere: next gathering at Vila Viten next week!
#Norway #MAGICevidence
#Norway #MAGICevidence
July 30, 2025 at 12:26 AM
Serendipity in Veitastrond 🇳🇴 Valley: Two MAGIC colleagues met by chance on a midsummer bike ride, sharing lunch and inspiration amid Norway’s glaciers. Collaboration travels everywhere: next gathering at Vila Viten next week!
#Norway #MAGICevidence
#Norway #MAGICevidence
🇨🇳 #MAGICevidence 倡导一个互联、协作且高效的证据生态系统，旨在减少研究浪费并最大化健康成果。MAGIC很荣幸能与全球伙伴携手共创🌎
🇬🇧 #MAGICevidence champions a connected, collaborative, and efficient evidence ecosystem that reduces research waste and maximises health outcomes. MAGIC is proud to work with partners all over the world 🌎
🇬🇧 #MAGICevidence champions a connected, collaborative, and efficient evidence ecosystem that reduces research waste and maximises health outcomes. MAGIC is proud to work with partners all over the world 🌎
July 21, 2025 at 11:12 AM
🇨🇳 #MAGICevidence 倡导一个互联、协作且高效的证据生态系统，旨在减少研究浪费并最大化健康成果。MAGIC很荣幸能与全球伙伴携手共创🌎
🇬🇧 #MAGICevidence champions a connected, collaborative, and efficient evidence ecosystem that reduces research waste and maximises health outcomes. MAGIC is proud to work with partners all over the world 🌎
🇬🇧 #MAGICevidence champions a connected, collaborative, and efficient evidence ecosystem that reduces research waste and maximises health outcomes. MAGIC is proud to work with partners all over the world 🌎
🇪🇸 #MAGICevidence promueve un ecosistema de evidencia conectado, colaborativo y eficiente que minimiza el desperdicio en investigación y optimiza los resultados en salud. MAGIC se enorgullece de colaborar con aliados de todo el mundo 🌎
July 10, 2025 at 12:22 AM
🇪🇸 #MAGICevidence promueve un ecosistema de evidencia conectado, colaborativo y eficiente que minimiza el desperdicio en investigación y optimiza los resultados en salud. MAGIC se enorgullece de colaborar con aliados de todo el mundo 🌎
Clinical guidelines only work when they reach frontline care 💥
MAGIC is supporting MARC‑SE Africa by powering dynamically‑updated, evidence-based malaria treatment guidelines and graphic evidence summaries via MAGICapp – directly at the point of care
www.marcse-africa.org
MAGIC is supporting MARC‑SE Africa by powering dynamically‑updated, evidence-based malaria treatment guidelines and graphic evidence summaries via MAGICapp – directly at the point of care
www.marcse-africa.org
June 24, 2025 at 3:00 PM
Clinical guidelines only work when they reach frontline care 💥
MAGIC is supporting MARC‑SE Africa by powering dynamically‑updated, evidence-based malaria treatment guidelines and graphic evidence summaries via MAGICapp – directly at the point of care
www.marcse-africa.org
MAGIC is supporting MARC‑SE Africa by powering dynamically‑updated, evidence-based malaria treatment guidelines and graphic evidence summaries via MAGICapp – directly at the point of care
www.marcse-africa.org
Prof. @guyattgh.bsky.social, one of the founders of Evidence-Based Medicine #EBM, explains why #MAGICapp is a breakthrough for guideline development: multilayered, user-friendly, and built for trustworthy, living guidelines
Ping @thomasagoritsas.bsky.social @chrischampion.bsky.social
Ping @thomasagoritsas.bsky.social @chrischampion.bsky.social
June 23, 2025 at 11:09 AM
Prof. @guyattgh.bsky.social, one of the founders of Evidence-Based Medicine #EBM, explains why #MAGICapp is a breakthrough for guideline development: multilayered, user-friendly, and built for trustworthy, living guidelines
Ping @thomasagoritsas.bsky.social @chrischampion.bsky.social
Ping @thomasagoritsas.bsky.social @chrischampion.bsky.social
Recent changes at MAGIC😎:
#PerVandvik becomes Chief Scientist to deepen 🌏 partnerships & guide evidence innovation;
@chrischampion.bsky.social steps in as CEO to lead our next growth phase;
@thomasagoritsas.bsky.social now Board Chair, leading MAGIC with his sharp strategic thinking. +
#PerVandvik becomes Chief Scientist to deepen 🌏 partnerships & guide evidence innovation;
@chrischampion.bsky.social steps in as CEO to lead our next growth phase;
@thomasagoritsas.bsky.social now Board Chair, leading MAGIC with his sharp strategic thinking. +
June 16, 2025 at 12:06 PM
Recent changes at MAGIC😎:
#PerVandvik becomes Chief Scientist to deepen 🌏 partnerships & guide evidence innovation;
@chrischampion.bsky.social steps in as CEO to lead our next growth phase;
@thomasagoritsas.bsky.social now Board Chair, leading MAGIC with his sharp strategic thinking. +
#PerVandvik becomes Chief Scientist to deepen 🌏 partnerships & guide evidence innovation;
@chrischampion.bsky.social steps in as CEO to lead our next growth phase;
@thomasagoritsas.bsky.social now Board Chair, leading MAGIC with his sharp strategic thinking. +
🚀 Big welcome to one of the founders of evidence-based medicine and our very own MAGIC Chief Methodologist—now on Bluesky! Hit “Follow” @guyattgh.bsky.social and join the conversation. 💥 #EBM #Bluesky
Ping @thomasagoritsas.bsky.social
Ping @thomasagoritsas.bsky.social
June 9, 2025 at 6:42 AM
🚀 Big welcome to one of the founders of evidence-based medicine and our very own MAGIC Chief Methodologist—now on Bluesky! Hit “Follow” @guyattgh.bsky.social and join the conversation. 💥 #EBM #Bluesky
Ping @thomasagoritsas.bsky.social
Ping @thomasagoritsas.bsky.social