<p align="center">
<img src="https://raw.githubusercontent.com/CoLRev-Ecosystem/colrev/main/docs/figures/logo_small.png" width="400">
</p>
<div align="center">
[](https://zenodo.org/badge/latestdoi/363073613)
[](https://pypi.org/project/colrev/)
[](https://github.com/CoLRev-Environment/colrev/releases/)
[](https://results.pre-commit.ci/latest/github/CoLRev-Ecosystem/colrev/main)
[](https://app.codacy.com/gh/CoLRev-Environment/colrev/dashboard?utm_source=gh&utm_medium=referral&utm_content=&utm_campaign=Badge_grade)
[](https://pepy.tech/project/colrev)
[](https://bestpractices.coreinfrastructure.org/projects/7148)
[](https://archive.softwareheritage.org/browse/origin/?origin_url=https://github.com/CoLRev-Environment/colrev/)<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
[](#contributors)
<!-- ALL-CONTRIBUTORS-BADGE:END -->
<!--  -->
</div>
# Collaborative Literature Reviews (CoLRev)
CoLRev is an open-source environment for collaborative literature reviews. It integrates with differerent synthesis tools, takes care of the data, and facilitates Git-based collaboration.
To accomplish these goals, CoLRev advances the design of review technology at the intersection of methods, design, cognition, and community building.
The following features stand out:
- Supports all literature review steps: problem formulation, search, dedupe, (pre)screen, pdf retrieval and preparation, and synthesis
- An open and extensible environment based on shared data and process standards
- Builds on git and its transparent collaboration model for the entire literature review process
- Offers a self-explanatory, fault-tolerant, and configurable user workflow
- Operates a model for data quality, content curation, and reuse
- Enables typological and methodological pluralism throughout the process
For details, consult the [documentation](https://colrev-environment.github.io/colrev/).
## Demo
You can try a live demonstration of CoLRev via GitHub codespaces: [start demo](https://github.com//codespaces/new?hide_repo_select=true&ref=main&repo=767717822).
## Related work (preview)
The following shows a comparison of CoLRev with related tools.
> [!Note]
> **This is a preview.** We plan to document and link the criteria, verify each cell, and invite the developers of the other tools to comment on the overview (documenting responses if the developers agree).
<!--
inspiration: https://github.com/lycheeverse/lychee?tab=readme-ov-file
TODO : link (maybe present a short version) and reprint in the docs
focus on "workflow platforms", i.e., software that supports the search, selection, data extraction steps (end-to-end)
present short version, long version in the docs
-->
| **Criteria** | **CoLRev** | [**LitStudy**](https://github.com/NLeSC/litstudy) | [**BUHOS**](https://github.com/clbustos/buhos) | [**Covidence**](https://www.covidence.org/) |
|-----------------------------------------------|-----------------------------------|----------------------------------|---------------------------------|---------------------------------|
| **Review types** | | | | |
| Supports different genres of review methods | ![yes] | ![no] | ![no] | ![no] |
| Extensibility | ![yes] | ![maybe] | ![maybe] | ![no] |
| **Process steps** | | | | |
| Review objectives and protocol | ![yes] | ![yes] | ![yes] | ![yes] |
| Search | ![yes] | ![yes] | ![yes] | ![yes] |
| Duplicate handling | ![yes] | ![no] | ![maybe] | ![maybe] |
| (Pre)Screen | ![yes] | ![maybe] | ![yes] | ![yes] |
| Data extraction | ![yes] | ![maybe] | ![yes] | ![yes] |
| Data analysis and quality appraisal | ![yes] | ![maybe] | ![yes] | ![yes] |
| Synthesis and reporting | ![yes] | ![yes] | ![yes] | ![yes] |
| **Process qualities** | | | | |
| Extensibility | ![yes] | ![yes] | ![no] | ![no] |
| Extensions | 102 | 0 | 0 | 0 |
| Search updates | ![yes] | ![no] | ![maybe] | ![maybe] |
| Search: APIs | ![yes] | ![yes] | ![yes] | ![no] |
| Metadata preparation | ![yes] | ![yes] | ![yes] | ![maybe] |
| Retract checks | ![yes] | ![no] | ![no] | ![yes] |
| PDF retrieval | ![yes] | ![no] | ![no] | ![yes] |
| PDF preparation | ![yes] | ![no] | ![maybe] | ![maybe] |
| Status tracking | ![yes] | ![no] | ![yes] | ![yes] |
| **Collaboration** | | | | |
| Large teams | ![yes] | ![maybe] | ![maybe] | ![maybe] |
| Algorithms | ![yes] | ![yes] | ![maybe] | ![maybe] |
| **Data management** | | | | |
| Transparency | ![yes] | ![no] | ![no] | ![no] |
| Validation | ![yes] | ![no] | ![no] | ![no] |
| Reporting (e.g., PRISMA) | ![yes] | ![no] | ![yes] | ![yes] |
| Publication of review | ![yes] | ![yes] | ![no] | ![no] |
| **Platform** | | | | |
| OSI-approved license | ![yes] | ![yes] | ![yes] | ![no] |
| Peer-reviewed | ![no] | ![yes] | ![yes] | ![no] |
| Technology | Python | Python | Ruby | Proprietary |
| Setup | Local or cloud | Local or cloud | Server | Server |
| Interface | CLI, Programmatic (GUI planned) | Jupyter Notebook | Web-UI | Web-UI |
| Contributors |  |  |  | NA |
| Commits |  |  |  | NA |
| Last commit |  |  |  | NA |
| Pull requests |  |  |  | NA |
| Forks |  |  |  | NA |
| Last release |  |  |  | NA |
| Current release |  |  | | NA |
## Contributing, changes, and releases
Contributions, code and features are always welcome
- See [contributing guidelines](CONTRIBUTING.md), [help page](https://colrev-environment.github.io/colrev/manual/help.html), and [github repository](https://github.com/CoLRev-Environment/colrev).
- Bug reports or feedback? Please use the [issue tracker](https://github.com/CoLRev-Environment/colrev/issues) and let us know.
- To get your work included, fork the repository, implement your changes, and create a [pull request](https://docs.github.com/en/github/collaborating-with-issues-and-pull-requests/proposing-changes-to-your-work-with-pull-requests/about-pull-requests).
For further information, see [tests](tests/readme.md), [changes](CHANGELOG.md), and [releases](https://github.com/CoLRev-Environment/colrev/releases).
## Contributors
<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
<!-- prettier-ignore-start -->
<!-- markdownlint-disable -->
<table>
<tbody>
<tr>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/geritwagner"><img src="https://avatars.githubusercontent.com/u/3872815?v=4?s=100" width="100px;" alt="Gerit Wagner"/><br /><sub><b>Gerit Wagner</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=geritwagner" title="Code">💻</a> <a href="https://github.com/CoLRev-Environment/colrev/commits?author=geritwagner" title="Documentation">📖</a> <a href="#data-geritwagner" title="Data">🔣</a> <a href="#content-geritwagner" title="Content">🖋</a> <a href="#example-geritwagner" title="Examples">💡</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://julianprester.com"><img src="https://avatars.githubusercontent.com/u/4706870?v=4?s=100" width="100px;" alt="Julian Prester"/><br /><sub><b>Julian Prester</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=julianprester" title="Code">💻</a> <a href="https://github.com/CoLRev-Environment/colrev/commits?author=julianprester" title="Documentation">📖</a> <a href="#data-julianprester" title="Data">🔣</a> <a href="#content-julianprester" title="Content">🖋</a> <a href="https://github.com/CoLRev-Environment/colrev/issues?q=author%3Ajulianprester" title="Bug reports">🐛</a> <a href="#ideas-julianprester" title="Ideas, Planning, & Feedback">🤔</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/tmahmood"><img src="https://avatars.githubusercontent.com/u/34904?v=4?s=100" width="100px;" alt="Tarin Mahmood"/><br /><sub><b>Tarin Mahmood</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=tmahmood" title="Code">💻</a> <a href="https://github.com/CoLRev-Environment/colrev/commits?author=tmahmood" title="Tests">⚠️</a> <a href="https://github.com/CoLRev-Environment/colrev/commits?author=tmahmood" title="Documentation">📖</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/dengdenglele"><img src="https://avatars.githubusercontent.com/u/28404427?v=4?s=100" width="100px;" alt="dengdenglele"/><br /><sub><b>dengdenglele</b></sub></a><br /><a href="#data-dengdenglele" title="Data">🔣</a> <a href="https://github.com/CoLRev-Environment/colrev/commits?author=dengdenglele" title="Documentation">📖</a> <a href="https://github.com/CoLRev-Environment/colrev/commits?author=dengdenglele" title="Tests">⚠️</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/mhlbrsimon"><img src="https://avatars.githubusercontent.com/u/83401831?v=4?s=100" width="100px;" alt="mhlbrsimon"/><br /><sub><b>mhlbrsimon</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=mhlbrsimon" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/ossendorfluca"><img src="https://avatars.githubusercontent.com/u/112037612?v=4?s=100" width="100px;" alt="ossendorfluca"/><br /><sub><b>ossendorfluca</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=ossendorfluca" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/katharinaernst"><img src="https://avatars.githubusercontent.com/u/131549085?v=4?s=100" width="100px;" alt="katharinaernst"/><br /><sub><b>katharinaernst</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=katharinaernst" title="Code">💻</a></td>
</tr>
<tr>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/einfachjessi"><img src="https://avatars.githubusercontent.com/u/131001755?v=4?s=100" width="100px;" alt="einfachjessi"/><br /><sub><b>einfachjessi</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=einfachjessi" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/Janus678"><img src="https://avatars.githubusercontent.com/u/131582517?v=4?s=100" width="100px;" alt="Janus678"/><br /><sub><b>Janus678</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=Janus678" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/frxdericz"><img src="https://avatars.githubusercontent.com/u/131789939?v=4?s=100" width="100px;" alt="frxdericz"/><br /><sub><b>frxdericz</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=frxdericz" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/MalouSchmidt"><img src="https://avatars.githubusercontent.com/u/131263679?v=4?s=100" width="100px;" alt="MalouSchmidt"/><br /><sub><b>MalouSchmidt</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=MalouSchmidt" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/RheaDoesStuff"><img src="https://avatars.githubusercontent.com/u/74066245?v=4?s=100" width="100px;" alt="RheaDoesStuff"/><br /><sub><b>RheaDoesStuff</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=RheaDoesStuff" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/Cohen2000"><img src="https://avatars.githubusercontent.com/u/113113352?v=4?s=100" width="100px;" alt="Cohen2000"/><br /><sub><b>Cohen2000</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=Cohen2000" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/RobertAhr"><img src="https://avatars.githubusercontent.com/u/131687952?v=4?s=100" width="100px;" alt="RobertAhr"/><br /><sub><b>RobertAhr</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=RobertAhr" title="Code">💻</a></td>
</tr>
<tr>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/ThomasFleischmann"><img src="https://avatars.githubusercontent.com/u/131684139?v=4?s=100" width="100px;" alt="ThomasFleischmann"/><br /><sub><b>ThomasFleischmann</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=ThomasFleischmann" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/AntonFrisch"><img src="https://avatars.githubusercontent.com/u/131719653?v=4?s=100" width="100px;" alt="AntonFrisch"/><br /><sub><b>AntonFrisch</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=AntonFrisch" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/LouisLangenhan"><img src="https://avatars.githubusercontent.com/u/148447366?v=4?s=100" width="100px;" alt="LouisLangenhan"/><br /><sub><b>LouisLangenhan</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=LouisLangenhan" title="Code">💻</a> <a href="https://github.com/CoLRev-Environment/colrev/commits?author=LouisLangenhan" title="Documentation">📖</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/Peteer98"><img src="https://avatars.githubusercontent.com/u/148191162?v=4?s=100" width="100px;" alt="Peter Eckhardt"/><br /><sub><b>Peter Eckhardt</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=Peteer98" title="Code">💻</a> <a href="https://github.com/CoLRev-Environment/colrev/commits?author=Peteer98" title="Documentation">📖</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/user123projekt"><img src="https://avatars.githubusercontent.com/u/149078858?v=4?s=100" width="100px;" alt="User123projekt"/><br /><sub><b>User123projekt</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=User123projekt" title="Code">💻</a> <a href="https://github.com/CoLRev-Environment/colrev/commits?author=User123projekt" title="Documentation">📖</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/LuminousLynx"><img src="https://avatars.githubusercontent.com/u/148456911?v=4?s=100" width="100px;" alt="LuminousLynx"/><br /><sub><b>LuminousLynx</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=LuminousLynx" title="Code">💻</a> <a href="https://github.com/CoLRev-Environment/colrev/commits?author=LuminousLynx" title="Documentation">📖</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/koljarinne"><img src="https://avatars.githubusercontent.com/u/167416691?v=4?s=100" width="100px;" alt="koljarinne"/><br /><sub><b>koljarinne</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=koljarinne" title="Code">💻</a></td>
</tr>
<tr>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/k-schnickmann"><img src="https://avatars.githubusercontent.com/u/168131195?v=4?s=100" width="100px;" alt="Karl Schnickmann"/><br /><sub><b>Karl Schnickmann</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=k-schnickmann" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/edensarrival"><img src="https://avatars.githubusercontent.com/u/42614229?v=4?s=100" width="100px;" alt="edensarrival"/><br /><sub><b>edensarrival</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=edensarrival" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/U1TIM4T3"><img src="https://avatars.githubusercontent.com/u/167421727?v=4?s=100" width="100px;" alt="U1TIM4T3"/><br /><sub><b>U1TIM4T3</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=U1TIM4T3" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/annaglr"><img src="https://avatars.githubusercontent.com/u/76491696?v=4?s=100" width="100px;" alt="Anna Geßler"/><br /><sub><b>annaglr</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=annaglr" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/0xmtyset"><img src="https://avatars.githubusercontent.com/u/160525679?v=4?s=100" width="100px;" alt="0xmtyset"/><br /><sub><b>0xmtyset</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=0xmtyset" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/tobiaspffl"><img src="https://avatars.githubusercontent.com/u/134608287?v=4?s=100" width="100px;" alt="tobiaspffl"/><br /><sub><b>tobiaspffl</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=tobiaspffl" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/CelinaSchwarz"><img src="https://avatars.githubusercontent.com/u/71493743?v=4?s=100" width="100px;" alt="CelinaSchwarz"/><br /><sub><b>CelinaSchwarz</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=CelinaSchwarz" title="Code">💻</a></td>
</tr>
<tr>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/QuynhMaiNguyen"><img src="https://avatars.githubusercontent.com/u/167417535?v=4?s=100" width="100px;" alt="QuynhMaiNguyen"/><br /><sub><b>QuynhMaiNguyen</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=QuynhMaiNguyen" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/pmao0907"><img src="https://avatars.githubusercontent.com/u/167312265?v=4?s=100" width="100px;" alt="pmao0907"/><br /><sub><b>pmao0907</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=pmao0907" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/MingxinJiang"><img src="https://avatars.githubusercontent.com/u/132772605?v=4?s=100" width="100px;" alt="MingxinJiang"/><br /><sub><b>MingxinJiang</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=MingxinJiang" title="Code">💻</a></td>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/JohannesDiel"><img src="https://avatars.githubusercontent.com/u/167763043?v=4?s=100" width="100px;" alt="JohannesDiel"/><br /><sub><b>JohannesDiel</b></sub></a><br /><a href="https://github.com/CoLRev-Environment/colrev/commits?author=JohannesDiel" title="Code">💻</a></td>
</tr>
</tbody>
</table>
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## License
This project is distributed under the [MIT License](LICENSE) the documentation is distributed under the [CC-0](https://creativecommons.org/publicdomain/zero/1.0/) license.
If you contribute to the project, you agree to share your contribution following these licenses.
## Citing CoLRev
Please cite the project as follows:
Wagner, G. and Prester, J. (2024) CoLRev - An open-source environment for Collaborative Literature Reviews. Available at https://github.com/CoLRev-Environment/colrev. doi:[10.5281/zenodo.11668338](https://dx.doi.org/10.5281/zenodo.11668338)
[yes]: ./docs/figures/yes.svg
[no]: ./docs/figures/no.svg
[maybe]: ./docs/figures/maybe.svg
Raw data
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"platform": null,
"description": "\n<p align=\"center\">\n<img src=\"https://raw.githubusercontent.com/CoLRev-Ecosystem/colrev/main/docs/figures/logo_small.png\" width=\"400\">\n</p>\n\n<div align=\"center\">\n\n[](https://zenodo.org/badge/latestdoi/363073613)\n[](https://pypi.org/project/colrev/)\n\n[](https://github.com/CoLRev-Environment/colrev/releases/)\n\n\n[](https://results.pre-commit.ci/latest/github/CoLRev-Ecosystem/colrev/main)\n\n[](https://app.codacy.com/gh/CoLRev-Environment/colrev/dashboard?utm_source=gh&utm_medium=referral&utm_content=&utm_campaign=Badge_grade)\n\n[](https://pepy.tech/project/colrev)\n[](https://bestpractices.coreinfrastructure.org/projects/7148)\n[](https://archive.softwareheritage.org/browse/origin/?origin_url=https://github.com/CoLRev-Environment/colrev/)<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->\n[](#contributors)\n<!-- ALL-CONTRIBUTORS-BADGE:END -->\n<!--  -->\n\n</div>\n\n# Collaborative Literature Reviews (CoLRev)\n\nCoLRev is an open-source environment for collaborative literature reviews. It integrates with differerent synthesis tools, takes care of the data, and facilitates Git-based collaboration.\n\nTo accomplish these goals, CoLRev advances the design of review technology at the intersection of methods, design, cognition, and community building.\nThe following features stand out:\n\n- Supports all literature review steps: problem formulation, search, dedupe, (pre)screen, pdf retrieval and preparation, and synthesis\n- An open and extensible environment based on shared data and process standards\n- Builds on git and its transparent collaboration model for the entire literature review process\n- Offers a self-explanatory, fault-tolerant, and configurable user workflow\n- Operates a model for data quality, content curation, and reuse\n- Enables typological and methodological pluralism throughout the process\n\n\n\nFor details, consult the [documentation](https://colrev-environment.github.io/colrev/).\n\n## Demo\n\nYou can try a live demonstration of CoLRev via GitHub codespaces: [start demo](https://github.com//codespaces/new?hide_repo_select=true&ref=main&repo=767717822).\n\n## Related work (preview)\n\nThe following shows a comparison of CoLRev with related tools.\n\n> [!Note]\n> **This is a preview.** We plan to document and link the criteria, verify each cell, and invite the developers of the other tools to comment on the overview (documenting responses if the developers agree).\n\n<!--\ninspiration: https://github.com/lycheeverse/lychee?tab=readme-ov-file\nTODO : link (maybe present a short version) and reprint in the docs\nfocus on \"workflow platforms\", i.e., software that supports the search, selection, data extraction steps (end-to-end)\npresent short version, long version in the docs\n-->\n\n| **Criteria** | **CoLRev** | [**LitStudy**](https://github.com/NLeSC/litstudy) | [**BUHOS**](https://github.com/clbustos/buhos) | [**Covidence**](https://www.covidence.org/) |\n|-----------------------------------------------|-----------------------------------|----------------------------------|---------------------------------|---------------------------------|\n| **Review types** | | | | |\n| Supports different genres of review methods | ![yes] | ![no] | ![no] | ![no] |\n| Extensibility | ![yes] | ![maybe] | ![maybe] | ![no] |\n| **Process steps** | | | | |\n| Review objectives and protocol | ![yes] | ![yes] | ![yes] | ![yes] |\n| Search | ![yes] | ![yes] | ![yes] | ![yes] |\n| Duplicate handling | ![yes] | ![no] | ![maybe] | ![maybe] |\n| (Pre)Screen | ![yes] | ![maybe] | ![yes] | ![yes] |\n| Data extraction | ![yes] | ![maybe] | ![yes] | ![yes] |\n| Data analysis and quality appraisal | ![yes] | ![maybe] | ![yes] | ![yes] |\n| Synthesis and reporting | ![yes] | ![yes] | ![yes] | ![yes] |\n| **Process qualities** | | | | |\n| Extensibility | ![yes] | ![yes] | ![no] | ![no] |\n| Extensions | 102 | 0 | 0 | 0 |\n| Search updates | ![yes] | ![no] | ![maybe] | ![maybe] |\n| Search: APIs | ![yes] | ![yes] | ![yes] | ![no] |\n| Metadata preparation | ![yes] | ![yes] | ![yes] | ![maybe] |\n| Retract checks | ![yes] | ![no] | ![no] | ![yes] |\n| PDF retrieval | ![yes] | ![no] | ![no] | ![yes] |\n| PDF preparation | ![yes] | ![no] | ![maybe] | ![maybe] |\n| Status tracking | ![yes] | ![no] | ![yes] | ![yes] |\n| **Collaboration** | | | | |\n| Large teams | ![yes] | ![maybe] | ![maybe] | ![maybe] |\n| Algorithms | ![yes] | ![yes] | ![maybe] | ![maybe] |\n| **Data management** | | | | |\n| Transparency | ![yes] | ![no] | ![no] | ![no] |\n| Validation | ![yes] | ![no] | ![no] | ![no] |\n| Reporting (e.g., PRISMA) | ![yes] | ![no] | ![yes] | ![yes] |\n| Publication of review | ![yes] | ![yes] | ![no] | ![no] |\n| **Platform** | | | | |\n| OSI-approved license | ![yes] | ![yes] | ![yes] | ![no] |\n| Peer-reviewed | ![no] | ![yes] | ![yes] | ![no] |\n| Technology | Python | Python | Ruby | Proprietary |\n| Setup | Local or cloud | Local or cloud | Server | Server |\n| Interface | CLI, Programmatic (GUI planned) | Jupyter Notebook | Web-UI | Web-UI |\n| Contributors |  |  |  | NA |\n| Commits |  |  |  | NA |\n| Last commit |  |  |  | NA |\n| Pull requests |  |  |  | NA |\n| Forks |  |  |  | NA |\n| Last release |  |  |  | NA |\n| Current release |  |  | | NA |\n\n## Contributing, changes, and releases\n\nContributions, code and features are always welcome\n\n- See [contributing guidelines](CONTRIBUTING.md), [help page](https://colrev-environment.github.io/colrev/manual/help.html), and [github repository](https://github.com/CoLRev-Environment/colrev).\n- Bug reports or feedback? Please use the [issue tracker](https://github.com/CoLRev-Environment/colrev/issues) and let us know.\n- To get your work included, fork the repository, implement your changes, and create a [pull request](https://docs.github.com/en/github/collaborating-with-issues-and-pull-requests/proposing-changes-to-your-work-with-pull-requests/about-pull-requests).\n\nFor further information, see [tests](tests/readme.md), [changes](CHANGELOG.md), and [releases](https://github.com/CoLRev-Environment/colrev/releases).\n\n## Contributors\n\n<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->\n<!-- prettier-ignore-start -->\n<!-- markdownlint-disable -->\n<table>\n <tbody>\n <tr>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/geritwagner\"><img src=\"https://avatars.githubusercontent.com/u/3872815?v=4?s=100\" width=\"100px;\" alt=\"Gerit Wagner\"/><br /><sub><b>Gerit Wagner</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=geritwagner\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=geritwagner\" title=\"Documentation\">\ud83d\udcd6</a> <a href=\"#data-geritwagner\" title=\"Data\">\ud83d\udd23</a> <a href=\"#content-geritwagner\" title=\"Content\">\ud83d\udd8b</a> <a href=\"#example-geritwagner\" title=\"Examples\">\ud83d\udca1</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://julianprester.com\"><img src=\"https://avatars.githubusercontent.com/u/4706870?v=4?s=100\" width=\"100px;\" alt=\"Julian Prester\"/><br /><sub><b>Julian Prester</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=julianprester\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=julianprester\" title=\"Documentation\">\ud83d\udcd6</a> <a href=\"#data-julianprester\" title=\"Data\">\ud83d\udd23</a> <a href=\"#content-julianprester\" title=\"Content\">\ud83d\udd8b</a> <a href=\"https://github.com/CoLRev-Environment/colrev/issues?q=author%3Ajulianprester\" title=\"Bug reports\">\ud83d\udc1b</a> <a href=\"#ideas-julianprester\" title=\"Ideas, Planning, & Feedback\">\ud83e\udd14</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/tmahmood\"><img src=\"https://avatars.githubusercontent.com/u/34904?v=4?s=100\" width=\"100px;\" alt=\"Tarin Mahmood\"/><br /><sub><b>Tarin Mahmood</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=tmahmood\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=tmahmood\" title=\"Tests\">\u26a0\ufe0f</a> <a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=tmahmood\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/dengdenglele\"><img src=\"https://avatars.githubusercontent.com/u/28404427?v=4?s=100\" width=\"100px;\" alt=\"dengdenglele\"/><br /><sub><b>dengdenglele</b></sub></a><br /><a href=\"#data-dengdenglele\" title=\"Data\">\ud83d\udd23</a> <a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=dengdenglele\" title=\"Documentation\">\ud83d\udcd6</a> <a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=dengdenglele\" title=\"Tests\">\u26a0\ufe0f</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/mhlbrsimon\"><img src=\"https://avatars.githubusercontent.com/u/83401831?v=4?s=100\" width=\"100px;\" alt=\"mhlbrsimon\"/><br /><sub><b>mhlbrsimon</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=mhlbrsimon\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/ossendorfluca\"><img src=\"https://avatars.githubusercontent.com/u/112037612?v=4?s=100\" width=\"100px;\" alt=\"ossendorfluca\"/><br /><sub><b>ossendorfluca</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=ossendorfluca\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/katharinaernst\"><img src=\"https://avatars.githubusercontent.com/u/131549085?v=4?s=100\" width=\"100px;\" alt=\"katharinaernst\"/><br /><sub><b>katharinaernst</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=katharinaernst\" title=\"Code\">\ud83d\udcbb</a></td>\n </tr>\n <tr>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/einfachjessi\"><img src=\"https://avatars.githubusercontent.com/u/131001755?v=4?s=100\" width=\"100px;\" alt=\"einfachjessi\"/><br /><sub><b>einfachjessi</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=einfachjessi\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/Janus678\"><img src=\"https://avatars.githubusercontent.com/u/131582517?v=4?s=100\" width=\"100px;\" alt=\"Janus678\"/><br /><sub><b>Janus678</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=Janus678\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/frxdericz\"><img src=\"https://avatars.githubusercontent.com/u/131789939?v=4?s=100\" width=\"100px;\" alt=\"frxdericz\"/><br /><sub><b>frxdericz</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=frxdericz\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/MalouSchmidt\"><img src=\"https://avatars.githubusercontent.com/u/131263679?v=4?s=100\" width=\"100px;\" alt=\"MalouSchmidt\"/><br /><sub><b>MalouSchmidt</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=MalouSchmidt\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/RheaDoesStuff\"><img src=\"https://avatars.githubusercontent.com/u/74066245?v=4?s=100\" width=\"100px;\" alt=\"RheaDoesStuff\"/><br /><sub><b>RheaDoesStuff</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=RheaDoesStuff\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/Cohen2000\"><img src=\"https://avatars.githubusercontent.com/u/113113352?v=4?s=100\" width=\"100px;\" alt=\"Cohen2000\"/><br /><sub><b>Cohen2000</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=Cohen2000\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/RobertAhr\"><img src=\"https://avatars.githubusercontent.com/u/131687952?v=4?s=100\" width=\"100px;\" alt=\"RobertAhr\"/><br /><sub><b>RobertAhr</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=RobertAhr\" title=\"Code\">\ud83d\udcbb</a></td>\n </tr>\n <tr>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/ThomasFleischmann\"><img src=\"https://avatars.githubusercontent.com/u/131684139?v=4?s=100\" width=\"100px;\" alt=\"ThomasFleischmann\"/><br /><sub><b>ThomasFleischmann</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=ThomasFleischmann\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/AntonFrisch\"><img src=\"https://avatars.githubusercontent.com/u/131719653?v=4?s=100\" width=\"100px;\" alt=\"AntonFrisch\"/><br /><sub><b>AntonFrisch</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=AntonFrisch\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/LouisLangenhan\"><img src=\"https://avatars.githubusercontent.com/u/148447366?v=4?s=100\" width=\"100px;\" alt=\"LouisLangenhan\"/><br /><sub><b>LouisLangenhan</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=LouisLangenhan\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=LouisLangenhan\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/Peteer98\"><img src=\"https://avatars.githubusercontent.com/u/148191162?v=4?s=100\" width=\"100px;\" alt=\"Peter Eckhardt\"/><br /><sub><b>Peter Eckhardt</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=Peteer98\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=Peteer98\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/user123projekt\"><img src=\"https://avatars.githubusercontent.com/u/149078858?v=4?s=100\" width=\"100px;\" alt=\"User123projekt\"/><br /><sub><b>User123projekt</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=User123projekt\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=User123projekt\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/LuminousLynx\"><img src=\"https://avatars.githubusercontent.com/u/148456911?v=4?s=100\" width=\"100px;\" alt=\"LuminousLynx\"/><br /><sub><b>LuminousLynx</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=LuminousLynx\" title=\"Code\">\ud83d\udcbb</a> <a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=LuminousLynx\" title=\"Documentation\">\ud83d\udcd6</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/koljarinne\"><img src=\"https://avatars.githubusercontent.com/u/167416691?v=4?s=100\" width=\"100px;\" alt=\"koljarinne\"/><br /><sub><b>koljarinne</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=koljarinne\" title=\"Code\">\ud83d\udcbb</a></td>\n </tr>\n <tr>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/k-schnickmann\"><img src=\"https://avatars.githubusercontent.com/u/168131195?v=4?s=100\" width=\"100px;\" alt=\"Karl Schnickmann\"/><br /><sub><b>Karl Schnickmann</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=k-schnickmann\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/edensarrival\"><img src=\"https://avatars.githubusercontent.com/u/42614229?v=4?s=100\" width=\"100px;\" alt=\"edensarrival\"/><br /><sub><b>edensarrival</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=edensarrival\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/U1TIM4T3\"><img src=\"https://avatars.githubusercontent.com/u/167421727?v=4?s=100\" width=\"100px;\" alt=\"U1TIM4T3\"/><br /><sub><b>U1TIM4T3</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=U1TIM4T3\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/annaglr\"><img src=\"https://avatars.githubusercontent.com/u/76491696?v=4?s=100\" width=\"100px;\" alt=\"Anna Ge\u00dfler\"/><br /><sub><b>annaglr</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=annaglr\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/0xmtyset\"><img src=\"https://avatars.githubusercontent.com/u/160525679?v=4?s=100\" width=\"100px;\" alt=\"0xmtyset\"/><br /><sub><b>0xmtyset</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=0xmtyset\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/tobiaspffl\"><img src=\"https://avatars.githubusercontent.com/u/134608287?v=4?s=100\" width=\"100px;\" alt=\"tobiaspffl\"/><br /><sub><b>tobiaspffl</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=tobiaspffl\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/CelinaSchwarz\"><img src=\"https://avatars.githubusercontent.com/u/71493743?v=4?s=100\" width=\"100px;\" alt=\"CelinaSchwarz\"/><br /><sub><b>CelinaSchwarz</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=CelinaSchwarz\" title=\"Code\">\ud83d\udcbb</a></td>\n </tr>\n <tr>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/QuynhMaiNguyen\"><img src=\"https://avatars.githubusercontent.com/u/167417535?v=4?s=100\" width=\"100px;\" alt=\"QuynhMaiNguyen\"/><br /><sub><b>QuynhMaiNguyen</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=QuynhMaiNguyen\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/pmao0907\"><img src=\"https://avatars.githubusercontent.com/u/167312265?v=4?s=100\" width=\"100px;\" alt=\"pmao0907\"/><br /><sub><b>pmao0907</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=pmao0907\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/MingxinJiang\"><img src=\"https://avatars.githubusercontent.com/u/132772605?v=4?s=100\" width=\"100px;\" alt=\"MingxinJiang\"/><br /><sub><b>MingxinJiang</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=MingxinJiang\" title=\"Code\">\ud83d\udcbb</a></td>\n <td align=\"center\" valign=\"top\" width=\"14.28%\"><a href=\"https://github.com/JohannesDiel\"><img src=\"https://avatars.githubusercontent.com/u/167763043?v=4?s=100\" width=\"100px;\" alt=\"JohannesDiel\"/><br /><sub><b>JohannesDiel</b></sub></a><br /><a href=\"https://github.com/CoLRev-Environment/colrev/commits?author=JohannesDiel\" title=\"Code\">\ud83d\udcbb</a></td>\n </tr>\n </tbody>\n</table>\n\n<!-- markdownlint-restore -->\n<!-- prettier-ignore-end -->\n\n<!-- ALL-CONTRIBUTORS-LIST:END -->\n<!-- prettier-ignore-start -->\n<!-- markdownlint-disable -->\n\n<!-- markdownlint-restore -->\n<!-- prettier-ignore-end -->\n\n<!-- ALL-CONTRIBUTORS-LIST:END -->\n\n## License\n\nThis project is distributed under the [MIT License](LICENSE) the documentation is distributed under the [CC-0](https://creativecommons.org/publicdomain/zero/1.0/) license.\nIf you contribute to the project, you agree to share your contribution following these licenses.\n\n## Citing CoLRev\n\nPlease cite the project as follows:\n\nWagner, G. and Prester, J. (2024) CoLRev - An open-source environment for Collaborative Literature Reviews. Available at https://github.com/CoLRev-Environment/colrev. doi:[10.5281/zenodo.11668338](https://dx.doi.org/10.5281/zenodo.11668338)\n\n[yes]: ./docs/figures/yes.svg\n[no]: ./docs/figures/no.svg\n[maybe]: ./docs/figures/maybe.svg\n",
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