@article{8d098d7a3d5640f1abe5995ac5a50f51,
title = "A primer on predictive models",
abstract = "Prediction research is becoming increasing popular; however, the differences between traditional explanatory research and prediction research are often poorly understood, resulting in a wide variation in the methodologic quality of prediction research. This primer describes the basic methods for conducting prediction research in gastroenterology and highlights differences between traditional explanatory research and predictive research.",
author = "Waljee, {Akbar K.} and Higgins, {Peter D R} and Singal, {Amit G.}",
note = "Funding Information: Guarantors of the article: Akbar K. Waljee, MD, MS and Amit G. Singal, MD, MS. Specific author contributions: Akbar K. Waljee and Amit G. Singal were involved in study concept and design, drafting of the manuscript, critical revision of the manuscript for important intellectual content, and study supervision. Peter D.R. Higgins - involved in critical revision of the manuscript for important intellectual content. Financial support: Waljee{\textquoteright}s research is funded by a VA HSR&D CDA-2 Career Development Award 1IK2HX000775-01. Singal{\textquoteright}s research is funded by an ACG Junior Faculty Development Award and grant number KL2TR000453. The content is solely the responsibility of the authors and does not necessarily represent the official views of UT-STAR, the University of Texas Southwestern Medical Center at Dallas and its affiliated academic and health care centers, the National Center for Advancing Translational Sciences, the Veterans Affairs, or the National Institutes of Health. Potential competing interests: None.",
year = "2014",
month = jan,
day = "2",
doi = "10.1038/ctg.2013.19",
language = "English (US)",
volume = "5",
journal = "Clinical and translational gastroenterology",
issn = "2155-384X",
publisher = "Nature Publishing Group",
}