Will Rogers Paradox in Gastroenterology
- PMID: 40178712
- DOI: 10.1007/s10620-025-09028-5
Will Rogers Paradox in Gastroenterology
Abstract
The use of various classifications to grade and differentiate appearances of digestive diseases has enhanced precision and provided better means for their clinical evaluation and comparison. Staging systems abound to classify erosive esophagitis, gastro-esophageal varices, upper gastrointestinal hemorrhage, histopathology of celiac disease, various types of gastrointestinal neoplasia, and colitis associated with Crohn's disease or ulcerative colitis. The present review serves to highlight how potential bias may become introduced when comparing clinical outcomes based on varying and continuously evolving staging systems of digestive diseases.
Keywords: Bias; Cancer diagnosis; Disease classification; Epidemiology; Stage shifting.
© 2025. This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.
Conflict of interest statement
Declarations. Competing interest: The authors declare no competing interests.
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