Translating Innovation to Clinic: End-to-End Bioprocess Development and cGMP Manufacturing of N332-GT5 HIV Vaccine Candidate for First-in-Human Trials HVTN144
Manuscript statistics
Minor revisionpanel verdict ยท 2026-09-01
Manuscript Statistics โ Translating Innovation to Clinic: End-to-End Bioprocess Development and cGMP Manufacturing of N332-GT5 HIV Vaccine Candidate for First-in-Human Trials HVTN144
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: read from the document model
- Conversion health: clean
- Fused tokens: 0.0 per 1000 words
- Hyphenated line breaks: 0.0 per 1000 words
- Lost sentence spaces: 0.88 per 1000 words
- Markdown headings emitted by the converter: 28
- Blank-line-separated blocks: 231
- Text matching no known section: 2%
Size
- Words: 11,303
- Main text (excluding references): 10,345
- Reference list: 958 words
- Sentences: 499
- Display equations: 0
- Table rows: 21
Prose
- Sentence length: mean 22.74, median 20.0, 90th percentile 37.0 words
- Sentences over 40 words: 7%
- Lexical diversity (MATTR): 0.464
- Passive constructions: 0.497 per sentence (regex approximation)
Claims and evidence
- In-text citations: too few detected to count reliably โ this venue most likely sets them as superscript numerals, which convert to bare digits
- Bibliography: 33 entries typed by the converter
- Numbers: 134.12 per 1000 words
- Hedging language: 2.03 per 1000 words
- Amplifying language: 1.24 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 | 176 | 6 | 29.33 | 0.0 | 0.0 | 0.0 |
| abstract | 200 | 9 | 22.22 | 0.0 | 0.0 | 5.0 |
| introduction | 723 | 25 | 28.92 | 1.38 | 1.38 | 2.77 |
| methods | 4,654 | 186 | 25.29 | 0.0 | 0.43 | 0.21 |
| results | 4,228 | 165 | 25.62 | 0.24 | 4.73 | 1.89 |
| conclusion | 354 | 14 | 25.29 | 0.0 | 0.0 | 2.82 |