Contagion flag #21 · 2026-07-08 21:56:21.332774+00:00

Towards a Universal Foundation Model for Protein Dynamics: A Multi-Chain Tree-Structured Framework with Transformer Propagators

Expression of concern Retraction Watch Open

cites Xu , author Q, which carries a expression of concern notice . One-hop deterministic flag: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.

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01Evidence

Raw extraction · bibliography line · bibliography index 30

author author G. Xu , author Q. Wang , \ and\ author J. Ma ,\ title title OPUS-Rota4: a gradient-based protein side-chain modeling framework assisted by deep learning-based predictors , \ 10.1093/bib/bbab529 journal journal Briefings in Bioinformatics \ volume 23 ,\ pages 1--10 ( year 2022 ) NoStop

Parser render (TeX stripped for reading; raw above is the evidence)

author author G. Xu, author Q. Wang, and author J. Ma, title title OPUS-Rota4: a gradient-based protein side-chain modeling framework assisted by deep learning-based predictors, 10.1093/bib/bbab529 journal journal Briefings in Bioinformatics volume 23, pages 1--10 ( year 2022 )

02Event

Type: Expression of concern
Source: Retraction Watch
Original DOI: 10.1093/bib/bbab529
Notice DOI: 10.1093/bib/bbac130
Date: —
Title: OPUS-Rota4: a gradient-based protein side-chain modeling framework assisted by deep learning-based predictors
Reasons: ['Error in Methods', 'Investigation by Journal/Publisher', 'Updated to Correction']
Work: Xu , author Q (2022)

Schema constants (for re-runners): expression_of_concern · retraction_watch

03Dispute this flag

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