rewirebio.iobenchmarks
Evidence claim

Evo paper: 11 generated Cas9-family designs tested, one active

Generated cas9 designs tested of Evo fine-tuned on IS200/IS605 elements (Nguyen et al. 2024)

11 generated Cas9-family designs selected and tested; the source states that one of them showed robust activity

The source states that 11 generated Cas9-family designs were selected and tested, and that one showed activity. The active count is printed as a word, not a numeral, so it is recorded as a claim rather than a result.

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

6 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-22-1b7cf027e4f6
Property and statementOriginal source and locationReview and provenance
Claimed field
generated_cas9_designs_tested
Context-only references
Sequence modeling and design from molecular to genome scale with Evo (Nguyen et al., Science 2024)

Original source ↗

Results, section 'Generative design of CRISPR-Cas molecular complexes' (sentences beginning 'Next, we filtered' and 'We evaluated the 11 Cas9 generations')

Version: Science 386, eado9336 (15 November 2024); PubMed Central author manuscript PMC12057570, PMC version 1, JATS full text
Retrieved: 2026-10-14T12:12:36Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.field

Source artifact SHA-256: 6bf1e0563c2870088e9c6c46361052fd0e9418c3122ee29aa4a2373794e65caa

Hash scope: SHA-256 of the retrieved efetch JATS XML bytes

Inspected artifact

Source location
Results, section 'Generative design of CRISPR-Cas molecular complexes' (sentences beginning 'Next, we filtered' and 'We evaluated the 11 Cas9 generations')
Context-only references
Sequence modeling and design from molecular to genome scale with Evo (Nguyen et al., Science 2024)

Original source ↗

Results, section 'Generative design of CRISPR-Cas molecular complexes' (sentences beginning 'Next, we filtered' and 'We evaluated the 11 Cas9 generations')

Version: Science 386, eado9336 (15 November 2024); PubMed Central author manuscript PMC12057570, PMC version 1, JATS full text
Retrieved: 2026-10-14T12:12:36Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 6bf1e0563c2870088e9c6c46361052fd0e9418c3122ee29aa4a2373794e65caa

Hash scope: SHA-256 of the retrieved efetch JATS XML bytes

Inspected artifact

Claimed value
11 generated Cas9-family designs selected and tested; the source states that one of them showed robust activity
Context-only references
Sequence modeling and design from molecular to genome scale with Evo (Nguyen et al., Science 2024)

Original source ↗

Results, section 'Generative design of CRISPR-Cas molecular complexes' (sentences beginning 'Next, we filtered' and 'We evaluated the 11 Cas9 generations')

Version: Science 386, eado9336 (15 November 2024); PubMed Central author manuscript PMC12057570, PMC version 1, JATS full text
Retrieved: 2026-10-14T12:12:36Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.value

Source artifact SHA-256: 6bf1e0563c2870088e9c6c46361052fd0e9418c3122ee29aa4a2373794e65caa

Hash scope: SHA-256 of the retrieved efetch JATS XML bytes

Inspected artifact

Description
The source states that 11 generated Cas9-family designs were selected and tested, and that one showed activity. The active count is printed as a word, not a numeral, so it is recorded as a claim rather than a result.
Context-only references
Sequence modeling and design from molecular to genome scale with Evo (Nguyen et al., Science 2024)

Original source ↗

Results, section 'Generative design of CRISPR-Cas molecular complexes' (sentences beginning 'Next, we filtered' and 'We evaluated the 11 Cas9 generations')

Version: Science 386, eado9336 (15 November 2024); PubMed Central author manuscript PMC12057570, PMC version 1, JATS full text
Retrieved: 2026-10-14T12:12:36Z

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 6bf1e0563c2870088e9c6c46361052fd0e9418c3122ee29aa4a2373794e65caa

Hash scope: SHA-256 of the retrieved efetch JATS XML bytes

Inspected artifact

Relationship: subject
gfm-guides-20261014-evo-generation-config-evo-finetuned-is200-is605
Context-only references
Sequence modeling and design from molecular to genome scale with Evo (Nguyen et al., Science 2024)

Original source ↗

Results, section 'Generative design of CRISPR-Cas molecular complexes' (sentences beginning 'Next, we filtered' and 'We evaluated the 11 Cas9 generations')

Version: Science 386, eado9336 (15 November 2024); PubMed Central author manuscript PMC12057570, PMC version 1, JATS full text
Retrieved: 2026-10-14T12:12:36Z

not individually reviewed

No individual claim review recorded

Audit details

Field: links:subject:gfm-guides-20261014-evo-generation-config-evo-finetuned-is200-is605

Source artifact SHA-256: 6bf1e0563c2870088e9c6c46361052fd0e9418c3122ee29aa4a2373794e65caa

Hash scope: SHA-256 of the retrieved efetch JATS XML bytes

Inspected artifact

Name
Evo paper: 11 generated Cas9-family designs tested, one active
Context-only references
Sequence modeling and design from molecular to genome scale with Evo (Nguyen et al., Science 2024)

Original source ↗

Results, section 'Generative design of CRISPR-Cas molecular complexes' (sentences beginning 'Next, we filtered' and 'We evaluated the 11 Cas9 generations')

Version: Science 386, eado9336 (15 November 2024); PubMed Central author manuscript PMC12057570, PMC version 1, JATS full text
Retrieved: 2026-10-14T12:12:36Z

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: 6bf1e0563c2870088e9c6c46361052fd0e9418c3122ee29aa4a2373794e65caa

Hash scope: SHA-256 of the retrieved efetch JATS XML bytes

Inspected artifact

Sources and history

Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

1 source record and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: gfm-guides-20261014-evo-generation-claim-cas9-designs-tested

field
generated_cas9_designs_tested
value
11 generated Cas9-family designs selected and tested; the source states that one of them showed robust activity
source locator
Results, section 'Generative design of CRISPR-Cas molecular complexes' (sentences beginning 'Next, we filtered' and 'We evaluated the 11 Cas9 generations')
review
method: source-hash-verification; transcription; scope-review; method note: PMC JATS re-downloaded on 2026-10-14 (SHA-256 matches); the sentences re-read verbatim.; reviewer: claude; reviewer note: Claude (Opus 5.5) research agent, independent of the extractor; no human review claimed; date: 2026-10-14; artifact sha256: 6bf1e0563c2870088e9c6c46361052fd0e9418c3122ee29aa4a2373794e65caa; retrieval url: https://eutils.ncbi.nlm.nih.gov/entrez/eutils/efetch.fcgi?db=pmc&id=12057570; note: Extraction: Transcribed by hand from the pinned JATS full text; the extraction script asserts the exact sentence and the sentence stating the 24 designs tested per family before writing the records. Independent review 2026-10-14: matched. For the transposon results, 'active' means the source's 'evidence for both excision and insertion in vitro'. Kept in the catalogue as an author-selected laboratory outcome; see the protocol limitations.
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