Evaluation of four machine learning models for signal detection.

Journal Information

Full Title: Ther Adv Drug Saf

Abbreviation: Ther Adv Drug Saf

Country: Unknown

Publisher: Unknown

Language: N/A

Publication Details

Subject Category: Pharmacology & Pharmacy

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Transparency Score
4/6
66.7% Transparent
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Core Indicators
Evidence found in paper:

"all data preparation and wrangling were conducted using r (v4 0 2). table 1"

Code Sharing
Evidence found in paper:

"DGD, EL, TJA and RZ have no conflicts of interest to disclose. JFF reports receiving personal fees from Takeda for expert witness testimony and grant support from Astra Zeneca to the University of Minnesota for an unrelated research project."

Evidence found in paper:

"Funding: The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: Financial support was provided by the Hadsall-Uden Award for Pharmacy Advancement from the College of Pharmacy, University of Minnesota."

Protocol Registration
Open Access
Paper is freely available to read
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Replication
Novelty Statement
Assessment Info

Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025