Incomplete Reporting Persists in Orthopedic Machine Learning Models: A Systematic Review of TRIPOD and TRIPOD+AI Reporting Completeness

Journal of Clinical Epidemiology · Published 2026-07-01 · DOI 10.1016/j.jclinepi.2026.112438

Free full text

Authors (6)

R. Harmen Kuijten, Tom M. de Groot, Maarten A. van Weezenbeek, Job N. Doornberg, Jorrit-Jan Verlaan, Olivier Q. Groot

Abstract

PubPorta does not have an abstract for this article yet.

Read the article at the publisher →

Publication details

Year

2026

Citation

Kuijten, R., Groot, T., Weezenbeek, M., et al. (2026). Incomplete Reporting Persists in Orthopedic Machine Learning Models: A Systematic Review of TRIPOD and TRIPOD+AI Reporting Completeness. Journal of Clinical Epidemiology. https://doi.org/10.1016/j.jclinepi.2026.112438

Related articles

• Decision Curve Analysis: A Novel Method for Evaluating Prediction Models · Medical decision making : an international journal of the Society for Medical Decision Making · 2006 · Cites or is cited by this article
• A Novel Multi-Stream Triangulation Method to Define Decision Thresholds for Clinical Practice Guidelines A Canadian Association of Gastroenterology Consensus Report · Journal of Clinical Epidemiology · 2026 · Same journal
• The ROBUST-RCT tool had at least moderate agreement in an inter-rater reliability study of assessments by junior researchers · Journal of Clinical Epidemiology · 2026 · Same journal
• Prognostic Systematic Reviews: Challenges and Insights-An Example · Journal of Clinical Epidemiology · 2026 · Same journal
• Methodological innovation to support incorporation of environmental impacts in health research · Journal of Clinical Epidemiology · 2026 · Same journal
• Rethinking the association between potentially inappropriate prescribing and mortality in older adults · Journal of Clinical Epidemiology · 2026 · Same journal
• AI-enabled GRADE: How the GRADE Working Group will use automation to rate the certainty of evidence of intervention effects · Journal of Clinical Epidemiology · 2026 · Same journal
• From symbolic endorsement to system integration: reimagining traditional medicine for universal health coverage in Africa · Journal of Clinical Epidemiology · 2026 · Same journal
• Unpacking the black box - a questionnaire study of how medical journals identify and manage conflicts of interest of editors and peer reviewers · Journal of Clinical Epidemiology · 2026 · Same journal
• Protocol for a CONSORT extension for reporting pragmatic and explanatory trials designed using the PRECIS tool (CONSORT-PRECIS) · Journal of Clinical Epidemiology · 2026 · Same journal