Built for collaborative curation of standardized data. Used for Lit Reviews & Database creation. Owned & operated by https://teapawt.org/t.co/rfSJgcTsSd https://teapawt.org/t.co/FFgsPROQRO…
Bethesda, MD
Joined August 2018
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"What is Sysrev For? Literature Reviews & Data Curation"
Our new demo video details #Sysrev's two main uses
1) Conducting #LiteratureReviews
2) Constructing standardized datasets for #MachineLearning
youtu.be/zjIFaYV0hwk
#systematicreview #datacuration #dataextraction #AI
TLDR - Sysrev AI models are down. Fix in 1-2 days.
SR is growing quickly and user activity has outstripped our modelling service's ability to keep up. SR models train on over 5 million data points derived from sysrev screening and data extraction activities. These models update daily, and with the recent influx of new users (SR just broke 10k registered users 🎉 ) our hardware is just not able to keep up.
We expect this to be fixed in the next 1-2 days and we have some big announcements coming that will more permanently address this problem. Subscribe to this Linkedin page to learn more!
Biobricks will also provide document streams for the upcoming SRVC release.
Learn about open source modular review at docs.sysrev.com and open source data pipelines at docs.biobricks.ai.
I hate writing #bioinformatics code for extracting data.
bio is particularly bad, so much data, download links, apis and other stuff I don't care about. Why does every db need a web app?
Just give me the data.
That's what we're solving at docs.biobricks.ai
Sysrev.com's classification models are now updating once every 6 hours.
This improves on previous updates of once per day.
SRVC is alive! Check out docs.sysrev.com.
SRVC is an open source, modular, document review system designed to run anywhere and accelerate the integration and development of novel document review methods.
Cultural ecosystem services, monetary evaluation, forests/woodland and evaluation methods. A public sysrev for forestry lovers at sysrev.com/p/120682.
The sysrev models work pretty well on this one. Here's the prediction histogram for the screening models.
The reviewers included the article "Assessing Household Willingness to Pay for the Conservation of the Phou Chom Voy Protected Area in Lao PDR".
The models agreed with the reviewers on every provided label sysrev.com/u/8118/p/120682/a…
models are now functional. The updated system:
1. works on pdfs (still testing accuracy)
2. uses fine tuning on tfhub.dev/google models
3. creates a 'label embedding' for every sysrev label
4. updates daily across all sysrev (~1.1m articles)
sysrev.com has been receiving more labeling activity lately and our modeling system is having a hard time keeping up.
If the models for your project have not updated for a while, please be patient. We are in the process of updating our system.
Sysrev.com is down for a bit while we upgrade our server. We should be running again in the next 12 hours.
Sysrev retweeted
If mechanism-based risk assessment is your bag, you should sign up for the next EBTC webinar! It should be pretty interesting, looking at key characteristics of carcinogens and data management issues in assessments. Pretty left-field stuff, trust me. 👍 jh.zoom.us/webinar/register/…
Sysrev retweeted
If you're interested in #EvidenceSynthesis, #MetaAnalysis, #SystematicReviews and #RStats, check out #ESMARConf and join the mailing list for the latest information right to your inbox!
🚨#ESMARConf2023 Announcement!🚨
Prepare for some exciting information about our next #ESMARConf! esmarconf.github.io/getinvol…
Join our mailing list to be the first to know everything about abstract submission, registration, etc.: incl. our legendary workshops!
ALL COMPLETELY FREE!
ALT Screenshot of the ESMARConf website showing the mailing list sign up.
Sysrev retweeted
While the Queen was having a party, I was diligently beavering away at a new general-purpose systematic review protocol template. If you follow it, it should ensure you are compliant with COSTER, PRISMA-P, ROSES, PRISMA-S, and provide PROSPERO data. protocols.io/view/standards-…
Friendly reminder to anyone starting literature reviews this summer, #Sysrev BASIC (open-access) is 100% free.
Unlimited articles, unlimited reviewers - Free
sysrev.com/pricing
#phdvoice #AcademicTwitter #evidencesynthesis #literaturereview
Sysrev retweeted
New from @ebtoxc. Three papers: one on biological plausibility in SR; one on why and how to approach risk of bias assessment in SR; and a pilot study and discussion of how to make data more accessible than via scraping a manuscript. mailchi.mp/1f88fd7df2b0/ebtc…
Sysrev retweeted
Report of an @ebtox at @efsa workshop on the Application of evidence-based methods to construct mechanism-driven chemical assessment frameworks. eur03.safelinks.protection.o…
Sysrev retweeted
🚨📢NEW PAPER: review of physical activity and exercise recommendations for people receiving dialysis journals.plos.org/plosone/ar…
@drkellylambert @dev_jeg @Pauldialysis @GREXercise
Research communities are increasingly recognizing the value of trial registries as data sources.
To facilitate the review of trial documentation,
#Sysrev has a native integration w/ #ClinicalTrials.gov, and allows users to upload #PDF's and #JSON.
youtu.be/XmoCFK6rQo8?t=155
Trials registries are an untapped resource
➡️learn how to use them to find unpublished evidence and identify publication bias in our new BMJ guidance paper🔎 @KylieEHunter @TrialsCentre @CochraneMethods @CochraneIrmg @syd_health @angelacwebster @bmj_latest bmj.com/content/377/bmj-2021…
