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Audit of draft and revisions applied

Committee on Science and Technology · March 11, 2026

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Summary

Audit identified minor spelling/clarity and uncertainty issues (UCSF Chimera spelling inconsistency, dataset provenance, and unverified performance claims); the article was revised to normalize names, note dataset provenance gaps, and flag model metrics as presenter‑reported.

Spelling: Found inconsistent spellings of the molecular‑docking tool in the transcript (appeared as "Chimera" and later as "Chimaera"). Fix: normalized to "UCSF Chimera" (official name) throughout the article.

Clarity: The presenter referenced a "UCSD" dataset but did not specify which cohort or provide metadata. Fix: article states she used a UCSD‑formatted metabolomics dataset of 261 samples and notes that dataset details and patient metadata were not specified.

Quantitative precision: The presenter reported model metrics ("90% accuracy" and "97% AUC") but the committee did not verify these results in the meeting. Fix: the article reports the metrics as presented and explicitly notes they were not independently verified during the hearing.

Other audit categories (chronology, misidentification, bias, out_of_context, omission, process clarity, agency clarity, duplicate, misinformation): []