Tools and Software for Metascience and Research Integrity Research

Articles published in 2026 in this theme: 6 (scroll down to load remaining articles)

2026

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Use of an AI-Based Tool (Human Experiences and Reflections Data Connector) to Improve Discovery and Reuse of Archived Qualitative Data: Protocol for an Algorithm Development and Validation Study

Tammy Leonard, Jim P Stimpson, Miguel Ángel Cano, Wenqi Shi, Ada Abaragu, Song Zhang

JMIR Res Protoc 2026 (Apr 21); 15:e82725

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Artificial Intelligence Tools for Automating Evidence Synthesis: Scoping Review

Sashika Harasgama, Helen Pearce, Cameron Appel, Liam Loftus, Helena Painter, Isla Kuhn, Justine Karpusheff, Aji Ceesay, John Ford

J Med Internet Res 2026 (Mar 30); 28:e81597

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Deep Research Agents: Major Breakthrough or Incremental Progress for Medical AI?

Matthew Yu Heng Wong, Ariel Yuhan Ong, David A Merle, Pearse A Keane

J Med Internet Res 2026 (Mar 26); 28:e88195

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Evaluation of a Retrieval-Augmented Generation Chatbot for Antimicrobial Resistance Research: Comparative Analysis of Large Language Models

Oscar Escudero-Arnanz, Manuel Eduardo Valero-Méndez, Noelia Sánchez-Ramos, Cristina Soguero-Ruíz

JMIR AI 2026 (Mar 24); 5:e83206

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AI-Assisted Systematic Review: Humans Still Need to Review All Abstracts for Inclusion

Hyelin Sung, Deyana Altahsh, Scott Garrison

JMIR Form Res 2026 (Mar 19); 10:e82896

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The Phases of Living Evidence Synthesis Using AI: Living Evidence Synthesis (Version 1)

Xuping Song, Zhenjie Lian, Rui Wang, Ruixin Li, Zhenzhen Yang, Xufei Luo, Lei Feng, Zhiming Ma, Zhen Pu, Qi Wang, Long Ge, Caihong Li, Yaolong Chen, Kehu Yang, John Lavis

J Med Internet Res 2026 (Jan 27); 28:e76130

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