AIscreenR0.1.0 package

AI Screening Tools in R for Systematic Reviewing

AIscreenR-package

AIscreenR: AI Screening Tools in R for Systematic Reviewing

approximate_price_gpt

Approximate price estimation for title and abstract screening using Op...

get_api_key

Get API key from R environment variable.

is_chatgpt_tbl

Test if the object is a 'chatgpt_tbl' object

is_chatgpt

Test if the object is a 'chatgpt' object

is_gpt_agg_tbl

Test if the object is a 'gpt_agg_tbl' object

is_gpt_tbl

Test if the object is a 'gpt_tbl' object

is_gpt

Test if the object is a 'gpt' object

print.chatgpt

Print methods for 'chatgpt' objects

print.gpt_price

Print methods for 'gpt_price' objects

print.gpt

Print methods for 'gpt' objects

rate_limits_per_minute

Find updated rate limits for API models

sample_references

Random sample references

screen_analyzer

Analyze performance between the human and AI screening.

screen_errors.chatgpt

Re-screen failed requests.

screen_errors.gpt

Re-screen failed requests.

screen_errors

Generic function to re-screen failed title and abstract requests.

set_api_key

Creating a temporary R environment API key variable

tabscreen_gpt.original

Title and abstract screening with GPT API models using function calls ...

tabscreen_gpt.tools

Title and abstract screening with GPT API models using function calls ...

Download source packageRead PDF manual

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>.

  • Maintainer: Mikkel H. Vembye
  • License: GPL (>= 3)
  • Last published: 2024-11-08

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