RobotReviewer vs Sysrev
RobotReviewer
robotreviewer.netSysrev
sysrev.comSide by side
| Figure | RobotReviewer | Sysrev |
|---|---|---|
| Price from | Free | $50/mo |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | Yes | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 2 | 4 |
| Spec score · AI Literature Review Software | 8.4 (#6) | 8.4 (#7) |
| API | A REST API exposes the underlying models for integration into systematic-review software. | Premium and Enterprise accounts receive API tokens for a REST API described by an OpenAPI specification with an interactive web interface. |
| Documentation depth | The README includes Docker, manual installation, configuration, startup, API, testing, and troubleshooting instructions. | The help center contains tutorials, workflow articles, API guidance, export specifications, role documentation and dated release notes. |
| Integrations | The self-hosted setup uses Grobid for document processing, RabbitMQ and Celery for worker processing, and SciBERT through bert-as-a-service. | External records can be imported through RIS or BibTeX files, and Zotero-compatible files can be handled through the Zotero translator. |
| Purpose | RobotReviewer automatically annotates clinical trial PDFs with PICO characteristics and likely bias assessments using the Cochrane Risk of Bias tool. | Sysrev is a platform for data curation and systematic evidence review. |
| Self-hosting | Users can run the web interface and API locally from the source repository. | SRVC documentation describes local installation using Nix and git-managed review projects, with optional synchronization to Sysrev. |
| Support | The project directs users to an email address for questions and integration assistance. | Users can submit an in-project issue report or email [email protected]. |
| What it does | RobotReviewer analyzes clinical-trial PDFs and automatically extracts trial information and risk-of-bias assessments. | Sysrev is a web application for collaborative and automated document review and structured data extraction. |
Plans
In their own words
RobotReviewer
RobotReviewer analyzes clinical trial reports by annotating PDFs with PICO characteristics and likely bias assessments using the Cochrane Risk of Bias tool. Uploading PDFs on the website extracts key data and presents a summary table. Its REST API can process groups of clinical trial reports to synthesize results across trials. The project is open source under GNU GPL version 3.0 and is free to use. It can run locally as Docker services, with a web app and API server exposed on local ports. The self-hosted processing setup uses Grobid, RabbitMQ, Celery, and SciBERT through bert-as-a-service. Docker instructions cover GPU use, and the worker can also run CPU-only. Manual setup calls for Python 3.6, TensorFlow 1.12.0, and the associated processing services. Installation is documented as tested on Ubuntu and Mac OS; Windows works with substantial installation difficulty. Maintainers ask users to cite the 2017 ACL paper and invite questions by email, including requests for help integrating RobotReviewer into other software.