This package is considered a duplicate. The official version of this package is found at:https://mikkelvembye.r-universe.dev/AIscreenR

Package: AIscreenR 0.4.0

Mikkel H. Vembye

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://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>.

Authors:Mikkel H. Vembye [aut, cre], Thomas Olsen [aut]

AIscreenR_0.4.0.tar.gz
AIscreenR_0.4.0.tar.gz(r-4.7-any)AIscreenR_0.4.0.tar.gz(r-4.6-any)
AIscreenR_0.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
AIscreenR/json (API)

# Install 'AIscreenR' in R:

install.packages('AIscreenR', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

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

Pkgdown/docs site:https://mikkelvembye.github.io

Datasets:

claude_model_prizes - Claude model prices (last updated May 13, 2026) Data set containing input and output prizes for all Claude's API models.
disagreements - Disagreement sample data
filges2015_dat - RIS file data from Functional Family Therapy (FFT) systematic review
gemini_model_prizes - Gemini model prices (last updated May 7, 2026) Data set containing input and output prizes for all Gemini's API models.
groq_model_prizes - Groq model prices
mistral_model_prizes - Mistral model prices (last updated May 7, 2026) Data set containing input and output prizes for all Mistral's API models.
model_prizes - Model prize data

On CRAN:

quarto

3.18 score 38 scripts 598 downloads 31 exports 38 dependencies

Last updated from:36b6f05d3d. Checks:4 OK. Indexed: no.

Target	Result	Time
linux-devel-x86_64	OK	156
source / vignettes	OK	208
linux-release-x86_64	OK	154
wasm-release	OK	157

Exports:approximate_price_gpt create_fine_tune_data get_api_key get_api_key_anthropic get_api_key_gemini get_api_key_groq get_api_key_mistral is_chatgpt is_chatgpt_tbl is_gpt is_gpt_agg_tbl is_gpt_tbl rate_limits_per_minute read_ris_to_dataframe report sample_references save_dataframe_to_ris save_fine_tune_data screen_analyzer screen_errors screen_errors.chatgpt screen_errors.gpt set_api_key tabscreen_claude tabscreen_gemini tabscreen_gpt tabscreen_gpt.original tabscreen_gpt.tools tabscreen_groq tabscreen_mistral tabscreen_ollama

Dependencies:askpass base64enc cli codetools cpp11 curl digest dplyr fastmap furrr future generics globals glue htmltools httr2 jsonlite lifecycle listenv magrittr openssl parallelly pillar pkgconfig purrr R6 rappdirs rlang stringi stringr sys tibble tictoc tidyr tidyselect utf8 vctrs withr

Using GPT API Models For Screening

Rendered fromUsing-GPT-API-Models-For-Screening.qmdusingquarto::html

Last update: 2026-07-02
Started: 2026-04-13

Help page	Topics
Approximate price estimation for title and abstract screening using OpenAI's GPT API models	approximate_price_gpt
Claude model prices (last updated May 13, 2026) Data set containing input and output prizes for all Claude's API models.	claude_model_prizes
Function to generate dataset to be used for fine-tuning models	create_fine_tune_data
Disagreement sample data	disagreements
RIS file data from Functional Family Therapy (FFT) systematic review	filges2015_dat
Gemini model prices (last updated May 7, 2026) Data set containing input and output prizes for all Gemini's API models.	gemini_model_prizes
Get API key from R environment variable.	get_api_key
Get Anthropic API key from R environment variable.	get_api_key_anthropic
Get Gemini API key from R environment variable.	get_api_key_gemini
Get GROQ API key from R environment variable.	get_api_key_groq
Get Mistral API key from R environment variable.	get_api_key_mistral
Groq model prices (last updated March 18, 2026)	groq_model_prizes
Test if the object is a ''chatgpt'' object	is_chatgpt
Test if the object is a ''chatgpt_tbl'' object	is_chatgpt_tbl
Test if the object is a ''gpt'' object	is_gpt
Test if the object is a ''gpt_agg_tbl'' object	is_gpt_agg_tbl
Test if the object is a ''gpt_tbl'' object	is_gpt_tbl
Mistral model prices (last updated May 7, 2026) Data set containing input and output prizes for all Mistral's API models.	mistral_model_prizes
Model prize data (last updated March 18, 2026)	model_prizes
Print methods for ''chatgpt'' objects	print.chatgpt
Print methods for ''gpt'' objects	print.gpt
Print methods for ''gpt_price'' objects	print.gpt_price
Print method for 'groq' objects	print.groq
Find updated rate limits for API models	rate_limits_per_minute
Read an RIS file into a data frame	read_ris_to_dataframe
Generate a report for screening disagreements between human and AI decisions	report
Random sample references	sample_references
Write a data frame to a RIS file	save_dataframe_to_ris
Function to write/save fine tune dataset in required jsonl format	save_fine_tune_data
Analyze performance between the human and AI screening.	screen_analyzer
Generic function to re-screen failed title and abstract requests.	screen_errors
Re-screen failed requests.	screen_errors.chatgpt
Re-screen failed requests.	screen_errors.gpt
Creating a temporary R environment API key variable	set_api_key
Title and abstract screening with Anthropic's API models	tabscreen_claude
Title and abstract screening with Gemini API models using function calls	tabscreen_gemini
Title and abstract screening with GPT API models using function calls via the original function call arguments	tabscreen_gpt.original
Title and abstract screening with GPT API models using function calls via the tools argument	tabscreen_gpt.tools
Title and abstract screening with GPT API models using function calls via the tools argument and the responses endpoint	tabscreen_gpt tabscreen_gpt.tools_responses
Title and abstract screening with GROQ API models using function calls via the tools argument	tabscreen_groq
Title and abstract screening with mistral's API models	tabscreen_mistral
Title and abstract screening with OLLAMA API models using function calls via the tools argument	tabscreen_ollama

Package: AIscreenR 0.4.0

AIscreenR: AI Screening Tools in R for Systematic Reviewing

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)