rewirebio.iobenchmarks
Evidence claim

BindCraft Supplementary Data 1 does not let the per-target hit counts be recomputed

Supplementary data reconciliation of BindCraft

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv) has 211 design rows across 13 target labels. Rows with a non-empty Binding cell, and the count of Binding = 1, against the prose: BBF-14 11 and 6 against 11 tested and 6 binding; Bet v1 7 and 2 against 7 and 2; CD45 16 and 4 against 16 and 4; Der f7 10 and 4 against 10 and 4; Der f21 7 and 4 against 7 and 4; IFNAR2 9 and 3 against 9 and 3; PD-1 53 and 13 against 53 and 13; SpCas9 6 and 6 against 6 and 6; CLDN1 7 and 6 against 7 and 6; PD-L1 13 and 11 against 9 tested and 7 binding; CrSAS-6 10 and 3 against 9 tested with no numerator in the prose; CbAgo 2 and 2 against 12 tested with no numerator in the prose. HER2 has 1 non-empty row and belongs to the AAV application. The three mismatches mean the filter the figure's aggregation implies cannot be applied to these rows, so under docs/collection.md the per-target counts for PD-L1, CrSAS-6 and CbAgo are recorded as a gap rather than computed.

Supplementary Data 1 holds one row per tested design with a Binding column of 1, 0 or an empty cell. Treating the non-empty cells as the tested set reconciles with the Results prose for nine of twelve targets and not for PD-L1, CrSAS-6 or CbAgo, so the row filter is ambiguous and no value is computed from these rows.

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.

12 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
supplementary_data_reconciliation
Context-only references
One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025)

Original source ↗

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature, version of record; Europe PMC JATS full text for PMC12507698
Retrieved: 2026-10-22T11:55:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.field

Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Claimed field
supplementary_data_reconciliation
Context-only references
BindCraft Supplementary Information and Supplementary Data 1 (Pacesa et al., Nature 2025)

Original source ↗

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Supplementary files archive for PMC12507698, holding 41586_2025_9429_MOESM1_ESM.pdf (Supplementary Text, Figs. 1-6, Table 1 and References) and 41586_2025_9429_MOESM4_ESM.csv (Supplementary Data 1)
Retrieved: 2026-10-22T12:00:00Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.field

Source artifact SHA-256: a402ac50b4860e24430494cb4344c569bf29ef3b8e769372adcd3298659267de

Hash scope: SHA-256 of one retrieval of the whole supplementary archive. Member hashes: Supplementary Information PDF and Supplementary Data 1 CSV were read from this archive without re-download.

Inspected artifact

Source location
Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose
Context-only references
One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025)

Original source ↗

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature, version of record; Europe PMC JATS full text for PMC12507698
Retrieved: 2026-10-22T11:55:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Source location
Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose
Context-only references
BindCraft Supplementary Information and Supplementary Data 1 (Pacesa et al., Nature 2025)

Original source ↗

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Supplementary files archive for PMC12507698, holding 41586_2025_9429_MOESM1_ESM.pdf (Supplementary Text, Figs. 1-6, Table 1 and References) and 41586_2025_9429_MOESM4_ESM.csv (Supplementary Data 1)
Retrieved: 2026-10-22T12:00:00Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: a402ac50b4860e24430494cb4344c569bf29ef3b8e769372adcd3298659267de

Hash scope: SHA-256 of one retrieval of the whole supplementary archive. Member hashes: Supplementary Information PDF and Supplementary Data 1 CSV were read from this archive without re-download.

Inspected artifact

Claimed value
Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv) has 211 design rows across 13 target labels. Rows with a non-empty Binding cell, and the count of Binding = 1, against the prose: BBF-14 11 and 6 against 11 tested and 6 binding; Bet v1 7 and 2 against 7 and 2; CD45 16 and 4 against 16 and 4; Der f7 10 and 4 against 10 and 4; Der f21 7 and 4 against 7 and 4; IFNAR2 9 and 3 against 9 and 3; PD-1 53 and 13 against 53 and 13; SpCas9 6 and 6 against 6 and 6; CLDN1 7 and 6 against 7 and 6; PD-L1 13 and 11 against 9 tested and 7 binding; CrSAS-6 10 and 3 against 9 tested with no numerator in the prose; CbAgo 2 and 2 against 12 tested with no numerator in the prose. HER2 has 1 non-empty row and belongs to the AAV application. The three mismatches mean the filter the figure's aggregation implies cannot be applied to these rows, so under docs/collection.md the per-target counts for PD-L1, CrSAS-6 and CbAgo are recorded as a gap rather than computed.
Context-only references
One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025)

Original source ↗

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature, version of record; Europe PMC JATS full text for PMC12507698
Retrieved: 2026-10-22T11:55:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.value

Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Claimed value
Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv) has 211 design rows across 13 target labels. Rows with a non-empty Binding cell, and the count of Binding = 1, against the prose: BBF-14 11 and 6 against 11 tested and 6 binding; Bet v1 7 and 2 against 7 and 2; CD45 16 and 4 against 16 and 4; Der f7 10 and 4 against 10 and 4; Der f21 7 and 4 against 7 and 4; IFNAR2 9 and 3 against 9 and 3; PD-1 53 and 13 against 53 and 13; SpCas9 6 and 6 against 6 and 6; CLDN1 7 and 6 against 7 and 6; PD-L1 13 and 11 against 9 tested and 7 binding; CrSAS-6 10 and 3 against 9 tested with no numerator in the prose; CbAgo 2 and 2 against 12 tested with no numerator in the prose. HER2 has 1 non-empty row and belongs to the AAV application. The three mismatches mean the filter the figure's aggregation implies cannot be applied to these rows, so under docs/collection.md the per-target counts for PD-L1, CrSAS-6 and CbAgo are recorded as a gap rather than computed.
Context-only references
BindCraft Supplementary Information and Supplementary Data 1 (Pacesa et al., Nature 2025)

Original source ↗

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Supplementary files archive for PMC12507698, holding 41586_2025_9429_MOESM1_ESM.pdf (Supplementary Text, Figs. 1-6, Table 1 and References) and 41586_2025_9429_MOESM4_ESM.csv (Supplementary Data 1)
Retrieved: 2026-10-22T12:00:00Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.value

Source artifact SHA-256: a402ac50b4860e24430494cb4344c569bf29ef3b8e769372adcd3298659267de

Hash scope: SHA-256 of one retrieval of the whole supplementary archive. Member hashes: Supplementary Information PDF and Supplementary Data 1 CSV were read from this archive without re-download.

Inspected artifact

Description
Supplementary Data 1 holds one row per tested design with a Binding column of 1, 0 or an empty cell. Treating the non-empty cells as the tested set reconciles with the Results prose for nine of twelve targets and not for PD-L1, CrSAS-6 or CbAgo, so the row filter is ambiguous and no value is computed from these rows.
Context-only references
One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025)

Original source ↗

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature, version of record; Europe PMC JATS full text for PMC12507698
Retrieved: 2026-10-22T11:55:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: description

Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Description
Supplementary Data 1 holds one row per tested design with a Binding column of 1, 0 or an empty cell. Treating the non-empty cells as the tested set reconciles with the Results prose for nine of twelve targets and not for PD-L1, CrSAS-6 or CbAgo, so the row filter is ambiguous and no value is computed from these rows.
Context-only references
BindCraft Supplementary Information and Supplementary Data 1 (Pacesa et al., Nature 2025)

Original source ↗

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Supplementary files archive for PMC12507698, holding 41586_2025_9429_MOESM1_ESM.pdf (Supplementary Text, Figs. 1-6, Table 1 and References) and 41586_2025_9429_MOESM4_ESM.csv (Supplementary Data 1)
Retrieved: 2026-10-22T12:00:00Z

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: a402ac50b4860e24430494cb4344c569bf29ef3b8e769372adcd3298659267de

Hash scope: SHA-256 of one retrieval of the whole supplementary archive. Member hashes: Supplementary Information PDF and Supplementary Data 1 CSV were read from this archive without re-download.

Inspected artifact

Relationship: subject
uc-binder-20261022-pipeline-bindcraft
Context-only references
One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025)

Original source ↗

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Nature, version of record; Europe PMC JATS full text for PMC12507698
Retrieved: 2026-10-22T11:55:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: links:subject:uc-binder-20261022-pipeline-bindcraft

Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Relationship: subject
uc-binder-20261022-pipeline-bindcraft
Context-only references
BindCraft Supplementary Information and Supplementary Data 1 (Pacesa et al., Nature 2025)

Original source ↗

Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Supplementary files archive for PMC12507698, holding 41586_2025_9429_MOESM1_ESM.pdf (Supplementary Text, Figs. 1-6, Table 1 and References) and 41586_2025_9429_MOESM4_ESM.csv (Supplementary Data 1)
Retrieved: 2026-10-22T12:00:00Z

not individually reviewed

No individual claim review recorded

Audit details

Field: links:subject:uc-binder-20261022-pipeline-bindcraft

Source artifact SHA-256: a402ac50b4860e24430494cb4344c569bf29ef3b8e769372adcd3298659267de

Hash scope: SHA-256 of one retrieval of the whole supplementary archive. Member hashes: Supplementary Information PDF and Supplementary Data 1 CSV were read from this archive without re-download.

Inspected artifact

How to read the evidence

Sources and history

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

2 source records and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: uc-binder-20261022-claim-bindcraft-supplementary-data-1-ambiguous-filter

field
supplementary_data_reconciliation
review
artifact sha256: a402ac50b4860e24430494cb4344c569bf29ef3b8e769372adcd3298659267de; method: source-hash-verification; independent-cell-check; ai-assisted-source-review; method note: Re-downloaded from Europe PMC. The archive is generated per request: the byte count matched (13,409,376) but the SHA-256 did not, so the pinned archive hash does not identify a reproducible artifact. Checked at member level instead: 41586_2025_9429_MOESM1_ESM.pdf is faf09b8749f1d1785ab46beb917ad4d44b122904e4678c3a748f8dd4a600b2cd and 41586_2025_9429_MOESM4_ESM.csv is c87fd6cd0a54fe57d840938be07449394abbd55318494c8cc0292b6417c16b4f. Supplementary Table 1 read from the PDF text layer and Supplementary Data 1 reparsed with an independent script.; note: Reviewed in docs/reviews/use-cases/binder-2026-10-22.md. Automated AI review of the source transcription only; it is not human scientific review and nothing here was reproduced experimentally.; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12507698/supplementaryFiles; reviewed at: 2026-10-22T15:00:00Z; reviewer: claude; reviewer note: Claude review agent, independent of the extraction agent; no human review claimed
source locator
Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv), columns Target, DesignName, Binding; Fig. 1b caption; Results prose
value
Supplementary Data 1 (41586_2025_9429_MOESM4_ESM.csv) has 211 design rows across 13 target labels. Rows with a non-empty Binding cell, and the count of Binding = 1, against the prose: BBF-14 11 and 6 against 11 tested and 6 binding; Bet v1 7 and 2 against 7 and 2; CD45 16 and 4 against 16 and 4; Der f7 10 and 4 against 10 and 4; Der f21 7 and 4 against 7 and 4; IFNAR2 9 and 3 against 9 and 3; PD-1 53 and 13 against 53 and 13; SpCas9 6 and 6 against 6 and 6; CLDN1 7 and 6 against 7 and 6; PD-L1 13 and 11 against 9 tested and 7 binding; CrSAS-6 10 and 3 against 9 tested with no numerator in the prose; CbAgo 2 and 2 against 12 tested with no numerator in the prose. HER2 has 1 non-empty row and belongs to the AAV application. The three mismatches mean the filter the figure's aggregation implies cannot be applied to these rows, so under docs/collection.md the per-target counts for PD-L1, CrSAS-6 and CbAgo are recorded as a gap rather than computed.
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