features Cloning Projects on Sysrev Sysrev now offers project 'cloning.' Cloning makes it easy to review shared data sources, create templates, and streamline workflows.
Sysrev Analytics is Coming We're building an analytics platform into sysrev. Some features include:Project Statistics: Simple stats like reviewer counts, concordance rates, etc.Label Analytics: How do your labels correlate with each other? How concordant are
Phylogeny of SoT Companies The annual society of toxicology conference has 288 company booths. We built a phylogeny of those companies. Companies are clustered by similarity of their products and descriptions. Example products and companies are given
data extraction Extracting Data from Partially Structured Sources Partially structured data sources are goldmines of information, yet consist of large documents that are cumbersome to review. This post explores how the hierarchy of the document can be leveraged for more efficient data extraction.
data extraction Managed Review and Data Extraction Managed Reviews have two main benefits for Sponsor organizations. First and foremost, Managed Reviews generate new, standardized data. Second, they redistribute the work -- freeing up data scientists time to focus on analyzing data and creating value.
artificial intelligence Generating Insights - analysis of data produced by the Mangiferin Managed Review The Mangiferin Managed review extracted over 3500 pieces of information. In this blog, we analyze boolean, categorical, and string labels to generate further insights from the literature.
data extraction 'Mangiferin' Managed Review - A Case Study in Data Extraction Step-by-step details of a Sysrev Managed Review with a special focus on the unique machine learning features which optimized the review process.
Getting Started How to do a PDF review in 2 steps Reviewing PDFs on sysrev is easy. Just create the review, and upload a zip file.To create a project, first you will need to register at sysrev.com. Then type in the name
Getting Started Product Release: Full RIS Import Support Product Release: Sysrev now supports imports using the RIS file format (also known as RefMan). Full RIS Import Support is the first of many features in our pipeline that will increase Sysrev's versatility in research.
artificial intelligence Which Genes Matter? Putting NER To Use This post will show how extracted data can inform models and actionable applications – using the real world examples of the Gene Hunter Project and WhichGenesMatter.com.
data extraction Sysrev Helps Create Chemical Transparency for Manufacturers SysRev allowed us to remotely extract chemical information from SDSs at three separate facility locations using multiple people. The process was easy, verifiable, inexpensive...
data extraction Why are you still using excel for data extraction? Spreadsheet programs are NOT suited for document review tasks. Fortunately, where spreadsheets are insufficient, Sysrev excels.
How does machine learning work at sysrev? Sysrev automatically builds machine learning models at every stage of review.In each sysrev users can screen articles in their corpus by marking them as an 'include' or 'exclude'. While reviewing a sysrev
systematic review Sysrev: A Powerful Covidence Replacement - Part 2: Feature Comparison Sysrev matches and exceeds Covidence's review capabilities.As Part 1 of this blog showed, Sysrev is a cheaper alternative to Covidence, that facilitates both rigorous and more generalized document reviews, and has unique
systematic review Sysrev: A Powerful Covidence Replacement Sysrev provides more functionality than Covidence - at a fraction of the price.
pharmacovigilance Pharmacovigilance -- "Living Reviews" Applied As Dr. Jon Brock discussed last month in Nature, there is a fundamental obstacle when conducting any document review, especially systematic reviews: new information. The purpose of every review, regardless of its protocols,
features A New Analytics Dashboard! How do you know who to trust in a review?This is an old post. Go to blog.sysrev.com/analytics to see the updated analytics dashboard. Sysrev just launched a new analytics
What is Sysrev? Sysrev is the first open access document review platform. It innovates on systematic review through Open Access Principles, Generalization, Human-Machine Interface, and Data Streams.
Sysrev "Proof of Review" - How to demonstrate innovation in a grant or paper Precedence is a powerful human motivator, but how do you prove you are first?Innovation is a key criteria in the evaluation of new work. Why do something if it has already been
Sysrev Mini-Grants: Funding for open-access reviews We are launching a new mini-grant program to help bootstrap open access reviews. On Sept 30 we will select two public reviews to receive $1000 for reviewer payments. All kinds of document review
Getting Started What is systematic review? Systematic reviews collect and analyze documents to find answers to important questions. The #sysrev community is revolutionizing review by upgrading traditional techniques with modern web applications and artificial intelligence.
Getting Started How will FAIR principles change literature review? Making research more FAIR to increase transparency, improve quality, and rebuild public trust in science
Getting Started Muting the echo chamber The internet's growing echo chamber polarizes discourse and generates extreme views. Because the internet feeds us information that agree with our views it is possible for our opinions to become unanchored from reality. It's time for cautious, careful thought to make a comeback.
code How to extract genes from text with Sysrev and spaCy Let's build an NER model for genes from 2000 abstracts reviewed in sysrev's Gene Hunter project. In ~5 minutes your model will identify genes in text.
