Published November 4, 2025 | Version v1
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CODECHECK certificate 2025-028

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Description

Summary: This code was straightforward to check and the reproduction is partially successful. Figure 1, 2, and 3 could be recreated without errors in the code but in part with differences beyond the variations due to re-computation. Table 2 could be reproduced within computational variation, but Table 3 could not be linked to any of the output files.

Paper: Clinically Interpretable Survival Prediction in Primary Biliary Cholangitis with TreeSHAP and Gradient-Boosted Model

Repository: https://github.com/codecheckers/surv-tcav-pbc

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Software: https://github.com/codecheckers/surv-tcav-pbc (URL)
Reviews
Journal article: 10.71240/lcyc.66O7260 (DOI)