HIV envelope glycoprotein as a design target for the fine-tuned RFdiffusion VHH campaigns, with the epitope defined by the hotspot residues in Supplementary Methods Table 5.
No reviewed evaluations of this dataset are linked in this release.
0 of 4 readiness checks met. These checks assess whether the evidence supports a reproducible investigation; a source-checked score alone does not meet them.
Release 2026-10-22-1b7cf027e4f6 · Evidence verified: Not verified
Exact outcomes, predictions, identifiers and evaluator are connected.
Missing or unresolved evidence
Verified: Not verified
Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.
Missing or unresolved evidence
Verified: Not verified
A pinned recipe describes the inputs, environment and resource requirements.
Missing or unresolved evidence
Verified: Not verified
Separate data and exposure records support an independent test.
Missing or unresolved evidence
Verified: Not verified
Readiness describes the evidence in this release. Availability on your computer is checked separately when an investigation runs. Existing data exposure can prevent independent validation even when files are available.
No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.
A dataset supplies biological observations. The evaluation protocol defines how those observations are split, used and scored.
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
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.
16 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Accession 2NY7 Context-only references | Atomically accurate de novo design of antibodies with RFdiffusion (Bennett et al., Nature 2025) Supplementary Methods Table 5, row 'HIV Env' 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 PMC12727541 | not individually reviewed No individual claim review recorded Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Accession 2NY7 Context-only references | Bennett 2025 Supplementary Information, including Supplementary Methods Tables 5 and 6 Supplementary Methods Table 5, row 'HIV Env' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information PDF 41586_2025_9721_MOESM1_ESM.pdf, 129 pages, InDesign 17.4, ModDate 2026-09-15 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the Supplementary Information PDF as extracted from one retrieval of the supplementary archive on 2026-10-22. The archive itself was truncated (103,690,987 bytes, SHA-256 6b1bd61ba4d69d5393f56e0e0d12bb4349b45ce12496a1d3e6a5a8467c39203a) and is not the pinned artifact. Archive member: 41586_2025_9721_MOESM1_ESM.pdf, extracted from the Europe PMC supplementaryFiles archive for PMC12727541 |
| Population VHH designs generated against the stated epitope of HIV Env Context-only references | Atomically accurate de novo design of antibodies with RFdiffusion (Bennett et al., Nature 2025) Supplementary Methods Table 5, row 'HIV Env' 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 PMC12727541 | not individually reviewed No individual claim review recorded Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Population VHH designs generated against the stated epitope of HIV Env Context-only references | Bennett 2025 Supplementary Information, including Supplementary Methods Tables 5 and 6 Supplementary Methods Table 5, row 'HIV Env' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information PDF 41586_2025_9721_MOESM1_ESM.pdf, 129 pages, InDesign 17.4, ModDate 2026-09-15 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the Supplementary Information PDF as extracted from one retrieval of the supplementary archive on 2026-10-22. The archive itself was truncated (103,690,987 bytes, SHA-256 6b1bd61ba4d69d5393f56e0e0d12bb4349b45ce12496a1d3e6a5a8467c39203a) and is not the pinned artifact. Archive member: 41586_2025_9721_MOESM1_ESM.pdf, extracted from the Europe PMC supplementaryFiles archive for PMC12727541 |
| Reported name HIV Env Context-only references | Atomically accurate de novo design of antibodies with RFdiffusion (Bennett et al., Nature 2025) Supplementary Methods Table 5, row 'HIV Env' 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 PMC12727541 | not individually reviewed No individual claim review recorded Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Reported name HIV Env Context-only references | Bennett 2025 Supplementary Information, including Supplementary Methods Tables 5 and 6 Supplementary Methods Table 5, row 'HIV Env' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information PDF 41586_2025_9721_MOESM1_ESM.pdf, 129 pages, InDesign 17.4, ModDate 2026-09-15 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the Supplementary Information PDF as extracted from one retrieval of the supplementary archive on 2026-10-22. The archive itself was truncated (103,690,987 bytes, SHA-256 6b1bd61ba4d69d5393f56e0e0d12bb4349b45ce12496a1d3e6a5a8467c39203a) and is not the pinned artifact. Archive member: 41586_2025_9721_MOESM1_ESM.pdf, extracted from the Europe PMC supplementaryFiles archive for PMC12727541 |
| Scope note Supplementary Methods Table 5, row 'HIV Env': PDB accession '2NY7'; hotspot residues 'A371, A375, A435, A475'. The target was used in cropped form during design. Context-only references | Atomically accurate de novo design of antibodies with RFdiffusion (Bennett et al., Nature 2025) Supplementary Methods Table 5, row 'HIV Env' 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 PMC12727541 | not individually reviewed No individual claim review recorded Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Scope note Supplementary Methods Table 5, row 'HIV Env': PDB accession '2NY7'; hotspot residues 'A371, A375, A435, A475'. The target was used in cropped form during design. Context-only references | Bennett 2025 Supplementary Information, including Supplementary Methods Tables 5 and 6 Supplementary Methods Table 5, row 'HIV Env' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information PDF 41586_2025_9721_MOESM1_ESM.pdf, 129 pages, InDesign 17.4, ModDate 2026-09-15 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the Supplementary Information PDF as extracted from one retrieval of the supplementary archive on 2026-10-22. The archive itself was truncated (103,690,987 bytes, SHA-256 6b1bd61ba4d69d5393f56e0e0d12bb4349b45ce12496a1d3e6a5a8467c39203a) and is not the pinned artifact. Archive member: 41586_2025_9721_MOESM1_ESM.pdf, extracted from the Europe PMC supplementaryFiles archive for PMC12727541 |
| Source location Supplementary Methods Table 5, row 'HIV Env' Context-only references | Atomically accurate de novo design of antibodies with RFdiffusion (Bennett et al., Nature 2025) Supplementary Methods Table 5, row 'HIV Env' 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 PMC12727541 | not individually reviewed No individual claim review recorded Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Source location Supplementary Methods Table 5, row 'HIV Env' Context-only references | Bennett 2025 Supplementary Information, including Supplementary Methods Tables 5 and 6 Supplementary Methods Table 5, row 'HIV Env' Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplementary Information PDF 41586_2025_9721_MOESM1_ESM.pdf, 129 pages, InDesign 17.4, ModDate 2026-09-15 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of the Supplementary Information PDF as extracted from one retrieval of the supplementary archive on 2026-10-22. The archive itself was truncated (103,690,987 bytes, SHA-256 6b1bd61ba4d69d5393f56e0e0d12bb4349b45ce12496a1d3e6a5a8467c39203a) and is not the pinned artifact. Archive member: 41586_2025_9721_MOESM1_ESM.pdf, extracted from the Europe PMC supplementaryFiles archive for PMC12727541 |
Release 2026-10-22-1b7cf027e4f6 · Record review: source checked
Stable ID: uc-binder-20261022-data-bennett-hivenv