Reproducibility bundle for: reporting-standard audit and candidate outcome scaffold for ACLF (ACLF trilogy, Paper 3)

Classifier (corrected and original), domain crosswalk and Dodd-taxonomy mapping, the ACLF-therapy meta-analysis corpus, the dual-rater and cross-model third-rater scores, the physician human-validation ratings, and the analysis and figure code underlying Paper 3 of a three-part meta-research programme on acute-on-chronic liver failure (ACLF). All inputs are public; the human-rating file contains only the physician co-author's item ratings (no patient data). Files are under restricted access during peer review; access will be granted to editors and reviewers on request, and the record will be opened on publication.