Bench2Result / Public-paper reading notes
Highly accurate protein structure prediction with AlphaFold
Jumper et al. · Nature 596, 583–589 (2021)
https://doi.org/10.1038/s41586-021-03819-2

1. Question
What is the research question?
How can protein structure be predicted from amino-acid sequence? Identify the task before tracing the validation.
Source location: Abstract · Fig. 1

2. Evidence
What supports the claim?
Predictions are evaluated in CASP14 and on later structures. pLDDT estimates local prediction reliability.
Source location: Fig. 1–2 · Results

3. Boundaries
Where does the evidence stop?
Shallow alignments and dependence on other-chain contacts affect predictions. Structure accuracy alone does not validate function or drug efficacy.
Source location: Fig. 5 · MSA depth and cross-chain contacts

Scope: concise reading notes on a public paper, not client work, a replacement for the original, or a reproduction of its experiments. The distinction between structure accuracy and functional or drug validation is an analytical boundary note.