The SAFE procedure: a Practical Stopping Heuristic for Active Learning- Based Screening in Systematic Reviews and Meta-Analyses

Josien Boetje

doi:10.6084/m9.figshare.23522733.v1

The SAFE procedure: a Practical Stopping Heuristic for Active Learning- Based Screening in Systematic Reviews and Meta-Analyses

Josien Boetje

Research output: Contribution to conference › Conference Paper until 1 July 2025 › Professional

Abstract

Poster explaining the SAFE procedure for applying a practical stopping heuristic for active learning-aided systematic reviewing. The SAFE procedure is developed by Boetje and Van de Schoot (2023) and consists of four main phases:

1. Screen a random set

2. Apply active learning

3. Find more papers using a different model.

4. Evaluate Quality

Original language	English
DOIs	https://doi.org/10.6084/m9.figshare.23522733.v1
Publication status	Published - 12 May 2023
Externally published	Yes
Event	AI Labs Event - Utrecht, Netherlands Duration: 12 May 2023 → 12 May 2023

Conference

Conference	AI Labs Event
Country/Territory	Netherlands
City	Utrecht
Period	12/05/23 → 12/05/23

Access to Document

10.6084/m9.figshare.23522733.v1

1 Article

The SAFE procedure: a practical stopping heuristic for active learning-based screening in systematic reviews and meta-analyses
Boetje, J. & van de Schoot, R., 1 Mar 2024, In: Systematic Reviews. 13, 1, 81.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access

Cite this

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title = "The SAFE procedure: a Practical Stopping Heuristic for Active Learning- Based Screening in Systematic Reviews and Meta-Analyses",

abstract = "Poster explaining the SAFE procedure for applying a practical stopping heuristic for active learning-aided systematic reviewing. The SAFE procedure is developed by Boetje and Van de Schoot (2023) and consists of four main phases: 1. Screen a random set 2. Apply active learning 3. Find more papers using a different model. 4. Evaluate Quality",

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AB - Poster explaining the SAFE procedure for applying a practical stopping heuristic for active learning-aided systematic reviewing. The SAFE procedure is developed by Boetje and Van de Schoot (2023) and consists of four main phases: 1. Screen a random set 2. Apply active learning 3. Find more papers using a different model. 4. Evaluate Quality

U2 - 10.6084/m9.figshare.23522733.v1

DO - 10.6084/m9.figshare.23522733.v1

M3 - Conference Paper until 1 July 2025

Y2 - 12 May 2023 through 12 May 2023

ER -

The SAFE procedure: a Practical Stopping Heuristic for Active Learning- Based Screening in Systematic Reviews and Meta-Analyses

Abstract

Conference

Access to Document

Fingerprint

Research output

The SAFE procedure: a practical stopping heuristic for active learning-based screening in systematic reviews and meta-analyses

Cite this