dnoise: Fast Native Data Reduction for Bruker timsTOF
Manuscript statistics
Minor revisionpanel verdict · 2026-09-03
Manuscript Statistics — Keywords timsTOF · ion mobility · PASEF · denoising · proteomics · Rust
Measured deterministically at ingest, with no model involved. Every figure describes the converted text the panel read, not the PDF.
How the file converted
- Format: markdown via rustypaper 0.2.0
- Section map: matched from heading text
- Conversion health: clean
- Fused tokens: 0.0 per 1000 words
- Hyphenated line breaks: 0.0 per 1000 words
- Lost sentence spaces: 0.0 per 1000 words
- Markdown headings emitted by the converter: 22
- Blank-line-separated blocks: 148
- Text matching no known section: 2%
Size
- Words: 5,526
- Main text (excluding references): 4,514
- Reference list: 1,012 words
- Sentences: 317
- Display equations: 0
- Table rows: 4
Prose
- Sentence length: mean 17.49, median 16.0, 90th percentile 29.0 words
- Sentences over 40 words: 4%
- Lexical diversity (MATTR): 0.5335
- Passive constructions: 0.1924 per sentence (regex approximation)
Claims and evidence
- In-text citations: too few detected to count reliably — this venue most likely sets them as superscript numerals, which convert to bare digits
- Bibliography: 36 entries typed by the converter
- Numbers: 145.67 per 1000 words
- Hedging language: 1.81 per 1000 words
- Amplifying language: 0.36 per 1000 words
- p-values: 0 exact, 0 reported only as a threshold
By section
Measured over each section separately. The bibliography is left out: hedging and sentence length over a reference list describe a dozen journals' house styles rather than this manuscript.
| Section | Words | Sentences | Mean sentence | Citations/1k | Hedges/1k | Boosters/1k |
|---|---|---|---|---|---|---|
| _preamble | 82 | 2 | 41.0 | 0.0 | 0.0 | 0.0 |
| abstract | 240 | 10 | 24.0 | 0.0 | 0.0 | 0.0 |
| introduction | 510 | 26 | 19.62 | 0.0 | 5.88 | 0.0 |
| experimental | 1,084 | 64 | 16.94 | 0.0 | 1.85 | 0.0 |
| results | 1,795 | 102 | 17.6 | 0.0 | 1.67 | 1.11 |
| limitations | 160 | 8 | 20.0 | 0.0 | 12.5 | 0.0 |
| conclusion | 633 | 27 | 23.44 | 0.0 | 0.0 | 0.0 |