Published November 4, 2025
| Version v1
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CODECHECK certificate 2025-028
Authors/Creators
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
Files
codecheck.pdf
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Additional details
Related works
- Is supplemented by
- Software: https://github.com/codecheckers/surv-tcav-pbc (URL)
- Reviews
- Journal article: 10.71240/lcyc.66O7260 (DOI)