Package: AIscreenR 0.1.0.9000

AIscreenR: AI Screening Tools in R for Systematic Reviewing

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://platform.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 (2024) <doi:10.31219/osf.io/yrhzm>.

Authors:Mikkel H. Vembye [aut, cre, cph]

AIscreenR_0.1.0.9000.tar.gz
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AIscreenR.pdf |AIscreenR.html✨
AIscreenR/json (API)
NEWS

# Install 'AIscreenR' in R:
install.packages('AIscreenR', repos = c('https://mikkelvembye.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mikkelvembye/aiscreenr/issues

Datasets:

On CRAN:

gptopenaiscreeningsystematic-review

5.90 score 8 stars 4 scripts 72 downloads 14 exports 36 dependencies

Last updated 12 days agofrom:754b0c965c. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 13 2024
R-4.5-winOKNov 13 2024
R-4.5-linuxOKNov 13 2024
R-4.4-winNOTENov 13 2024
R-4.4-macNOTENov 13 2024
R-4.3-winNOTENov 13 2024
R-4.3-macNOTENov 13 2024

Exports:approximate_price_gptget_api_keyis_chatgptis_chatgpt_tblis_gptis_gpt_agg_tblis_gpt_tblrate_limits_per_minutesample_referencesscreen_analyzerscreen_errorsset_api_keytabscreen_gpttabscreen_gpt.original

Dependencies:askpassclicodetoolscpp11curldigestdplyrfansifurrrfuturegenericsglobalsgluehttr2jsonlitelifecyclelistenvmagrittropensslparallellypillarpkgconfigpurrrR6rappdirsrlangstringistringrsystibbletictoctidyrtidyselectutf8vctrswithr

Using OpenAI's GPT API models for Title and Abstract Screening in Systematic Reviews

Rendered fromUsing-GPT-API-Models-For-Screening.Rmdusingknitr::rmarkdownon Nov 13 2024.

Last update: 2024-11-11
Started: 2024-10-28