| Candidate selection About 10 designs from the top 20 ranked by the pipeline's own i_pTM score. Context-only references | One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025) Original source ↗ Results 'Binders targeting cell-surface receptors', paragraph 1: 'We purified and screened 53 designs for binding using biolayer interferometry (BLI) in a bivalent Fc-fusion format. We observed a binding signal for 13 binders' 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 author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.candidate_selection Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: adaptation Not reported Context-only references | One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025) Original source ↗ Results 'Binders targeting cell-surface receptors', paragraph 1: 'We purified and screened 53 designs for binding using biolayer interferometry (BLI) in a bivalent Fc-fusion format. We observed a binding signal for 13 binders' Version: Nature, version of record; Europe PMC JATS full text for PMC12507698 Retrieved: 2026-10-22T11:55:00Z | missing or unspecified No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.comparison.adaptation Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: aggregation Count per target Context-only references | One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025) Original source ↗ Results 'Binders targeting cell-surface receptors', paragraph 1: 'We purified and screened 53 designs for binding using biolayer interferometry (BLI) in a bivalent Fc-fusion format. We observed a binding signal for 13 binders' 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 author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.comparison.aggregation Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: budget 53 designs expressed, purified and assayed Context-only references | One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025) Original source ↗ Results 'Binders targeting cell-surface receptors', paragraph 1: 'We purified and screened 53 designs for binding using biolayer interferometry (BLI) in a bivalent Fc-fusion format. We observed a binding signal for 13 binders' 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 author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.comparison.budget Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: dataset version PD-1, Supplementary Table 1 input Context-only references | One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025) Original source ↗ Results 'Binders targeting cell-surface receptors', paragraph 1: 'We purified and screened 53 designs for binding using biolayer interferometry (BLI) in a bivalent Fc-fusion format. We observed a binding signal for 13 binders' 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 author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.comparison.dataset_version Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: inputs Target structure and hotspot residues from Supplementary Table 1 Context-only references | One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025) Original source ↗ Results 'Binders targeting cell-surface receptors', paragraph 1: 'We purified and screened 53 designs for binding using biolayer interferometry (BLI) in a bivalent Fc-fusion format. We observed a binding signal for 13 binders' 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 author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.comparison.inputs Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: metric implementation Count of tested designs with an observed binding signal (BLI, bivalent Fc-fusion format) Context-only references | One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025) Original source ↗ Results 'Binders targeting cell-surface receptors', paragraph 1: 'We purified and screened 53 designs for binding using biolayer interferometry (BLI) in a bivalent Fc-fusion format. We observed a binding signal for 13 binders' 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 author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.comparison.metric_implementation Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: population 53 BindCraft designs tested against PD-1 Context-only references | One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025) Original source ↗ Results 'Binders targeting cell-surface receptors', paragraph 1: 'We purified and screened 53 designs for binding using biolayer interferometry (BLI) in a bivalent Fc-fusion format. We observed a binding signal for 13 binders' 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 author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.comparison.population Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: protocol id uc-binder-20261022-protocol-bindcraft-binding-screen Context-only references | One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025) Original source ↗ Results 'Binders targeting cell-surface receptors', paragraph 1: 'We purified and screened 53 designs for binding using biolayer interferometry (BLI) in a bivalent Fc-fusion format. We observed a binding signal for 13 binders' 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 author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.comparison.protocol_id Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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| Comparison: split Not reported Context-only references | One-shot design of functional protein binders with BindCraft (Pacesa et al., Nature 2025) Original source ↗ Results 'Binders targeting cell-surface receptors', paragraph 1: 'We purified and screened 53 designs for binding using biolayer interferometry (BLI) in a bivalent Fc-fusion format. We observed a binding signal for 13 binders' Version: Nature, version of record; Europe PMC JATS full text for PMC12507698 Retrieved: 2026-10-22T11:55:00Z | missing or unspecified No individual claim review recorded author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit detailsField: attributes.comparison.split Source artifact SHA-256: 74bd2902d46460ec387ed6ee46b5bf8fe61b9ea09f2d7be4daa2046ac7e59d5d Hash scope: Hash scope not separately documented; inspect source record Inspected artifact |
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