Authors Correct Machine Learning Study Survival Results
The Journal of Medical Internet Research on March 11, 2026 published corrections to a retrospective study titled "A Supervised Explainable Machine Learning Model for Perioperative Neurocognitive Disorder in Liver-Transplantation Patients," revising Table 1 footnotes, replacing Figure 1, and updating post-transplant survival rates. The corrected survival numbers adjust 30-day, 3-month, 6-month and 12-month rates (for example, 30-day 91.5% vs 98.2%), and the article was resubmitted to PubMed and other repositories.
Key Points
- 1Revises Table 1 footnotes, replaces Figure 1, and corrects survival-rate figures in the study
- 2Highlights lower post-liver-transplant survival for PND patients with adjusted 30d,3mo,6mo,12mo rates
- 3Instructs clinicians and researchers to use updated statistics for prognosis, validation, and analyses
Scoring Rationale
Official journal correction preserves research credibility; limited novelty and narrow clinical scope reduce broader impact.
Sources
Public references used for this report.
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