Sysrev allows users to create data curation projects called “sysrevs” wherein users upload documents, define review tasks, recruit reviewers, perform review tasks, and automate review tasks.Ĭonclusion: Sysrev is a web application designed to facilitate data curation and SERs.
com is a FAIR motivated web platform for data curation and SER. This publication is an introduction to Sysrev as a novel technology, with an overview of the features, motivations and use cases of the tool. Sysrev was developed primarily because of an observed need to reduce redundancy, reduce inefficient use of human time and increase the impact of evidence based decision making. Sysrev uses FAIR - Findability, Accessibility, Interoperability, and Reuse of digital assets - as primary principles in design. Secondly, Sysrev addresses the issue of unstructured, siloed, and inaccessible data in the context of generalized data extraction, where human and machine learning algorithms are combined to extract insights and evidence for better decision making across disciplines.
MARCH NETWORKS EVIDENCE REVIEWER FILE TYPE FREE
First, Sysrev was built to aid in systematic evidence reviews (SER), where digital documents are evaluated according to a well defined process, and where Sysrev provides an easy to access, publicly available and free platform for collaborating in SER projects. Sysrev was developed to address these issues. However, many sources of data remain siloed, unstructured, and/or unavailable for complementary and secondary research. Well-curated datasets are essential to evidence based decision making and to the integration of artificial intelligence with human reasoning across disciplines. 3Toxtrack LLC, Baltimore, MD, United States.2Independent Researcher, Hebron, CT, United States.1Insilica LLC, Bethesda, MD, United States.Thomas Bozada Jr 1, James Borden 1, Jeffrey Workman 1, Mardo Del Cid 1, Jennifer Malinowski 2 and Thomas Luechtefeld 1,3*
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