R Observatory: Metrics for AIscreenR version 0.4.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

AIscreenR

0.4.0

AI Screening Tools in R for Systematic Reviewing

0packages depend

7.2Kdownloads / year

20.5%test coverage

13/13checks pass

Overview

About

Maintained by Mikkel H. VembyeFirst published 2024-11-087 releasesCRAN page ↗GitHub ↗

Provides functions to conduct title and abstract screening in systematic reviews using large language models, such as the Generative Pre-trained Transformer (GPT) models from 'OpenAI' https://developers.openai.com/. These functions can enhance the quality of title and abstract screenings while reducing the total screening time significantly. In addition, the package includes tools for quality assessment of title and abstract screenings, as described in Vembye, Christensen, Mølgaard, and Schytt (2025) DOI:10.1037/met0000769.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("AIscreenR", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("MikkelVembye/AIscreenR")

Development version from MikkelVembye/AIscreenR. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-aiscreenr

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-AIscreenR

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-AIscreenR

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 2.6 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.32

20.5%

Coverage · measured lines

100%

Documentation · exports

15

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-13
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-03-12
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 13%
Documented parameters: 95%
Return-value docs: 100%
References docs: 42%

Downloads

7.2K

CRAN downloads in the past year

Rank #5,073 · ~20/day · ~598/mo

Releases R versions

Daily download trend is not available in this view yet.

33630 days

1.6K90 days

7.2K1 year

Compare downloads with other packages →

Also on227 r2u35 autocran

Repository

GitHub ↗ mikkelvembye/aiscreenr

17Stars

5Forks

2Open issues

0Open PRs

7Releases

646Commits

7Contributors

openaisystematic-reviewgptscreening

License GPL-3.0 · 646 commits · Last activity 2026-08-03 · 0% stars, 30d

Stars over time

2025-07-31 · 132026-07-07 · 17

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/mikkelvembye/aiscreenr on 2026-08-09.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

23 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (15)

dplyr tibble httr2 stringr furrr tidyr tictoc askpass curl purrr lifecycle jsonlite htmltools tidyselect rlang

LinkingTo (0)

none

Suggests (8)

future knitr rmarkdown usethis testthat withr readtext quarto

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Mikkel H. Vembye

Author, Maintainer

Authors (2)

Mikkel H. Vembye

Author, Maintainer

Thomas Olsen

Author · added in 0.2.0

Package Timeline

7 releases. Pick two to compare their code metrics. R releases are shown for context.

0.4.0Latest
2026-07-02 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.3.2
2026-04-21 · diff ↗
0.3.1
2026-04-14 · diff ↗
0.3.0
2026-04-13 · diff ↗
0.2.0
2025-08-18 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.1
2024-11-26 · diff ↗
0.1.0
2024-11-08
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-11-08
Total releases: 7 / 2 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Bundled data: 124 KB / 7 files
Download size: 1.8 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Meta-Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("AIscreenR")

Format

Vembye, M. H., & Olsen, T. (2026). AIscreenR: AI Screening Tools in R for Systematic Reviewing (Version 0.4.0) [Computer software]. https://doi.org/10.32614/CRAN.package.AIscreenR

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for AIscreenR version 0.4.0 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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