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. Author manuscript; available in PMC: 2017 Jul 3.
Published in final edited form as: J Investig Med. 2016 Mar 21;64(5):1006–1011. doi: 10.1136/jim-2015-000033

Table 3.

Model estimates on training cohort

Univariate logistic regression models
Multivariate logistic regression model (AUC=0.8742)
Independent variable β* (SE) p Value AUC β* (SE) p Value
AST   0.0189 (0.0066)   0.0039 0.6289   0.0474 (0.0125)   0.0001
ALT −0.0187 (0.0050)   0.0007 0.7075 −0.0459 (0.0093) <0.0001
GGT   0.0213 (0.0039) <0.0001 0.7333
CDT   1.5434 (0.2270) <0.0001 0.7699   1.2715 (0.2518) <0.0001
MCV   0.1148 (0.0268) <0.0001 0.6587   0.0733 (0.0317)   0.0210
*

Regression coefficients.

ALT, alanine aminotransferase; AST, aspartate aminotransferase; AUC, areas under the receiver operating characteristic curve; CDT, carbohydrate-deficient transferrin; GGT, γ-glutaryl transferase; MCV, mean corpuscular volume.