rewirebio.iobenchmarks
Evidence claim

CACHE #3 merged-library protocol: normalised columns described by their stored formula

Metric definition and attributes: limitations of CACHE #3 merged Round 1 library prediction per workflow (Herasymenko et al. 2026 Table S8)

Every workflow was applied to the merged library of all 1739 Round 1 compounds. Confirmed hits with a score above 15 were clustered into four chemically novel Tier 1 compounds and 25 Tier 2 compounds. Columns L to Q are counts. Columns R, S and T are stored as the formulas 1000*N/L, 1000*O/L and R+S, so they are confirmed Tier 1 or Tier 2 hits per 1000 compounds predicted active; the Figure 6c caption's wording, 'the aggregated score of all compounds predicted active divided by the number of compounds predicted to be actives', does not describe that formula. || ["The library is the union of what the 23 workflows themselves selected, so it is not an independent library and each workflow's own picks are in it.", "Four of the 23 workflows (1694, 1695, 1716, 1717) have no values printed in these columns; they are recorded as absent, not as zero.", "Only 29 confirmed hits scored above 15, four of them chemically novel, so the Tier 1 counts rest on four compounds in total.", "The two normalised columns are labelled as counts of hits while the Figure 6c caption defines the normalised quantity as an aggregated score divided by the number of compounds predicted active. The stored cell formulas (1000*N/L and 1000*O/L) agree with the column labels and not with the caption. The sheet's final column has no printed header at all; its formula is R+S.", "Columns L to Q are counts of compounds, not rates. Columns R, S and T are rates: the workbook stores them as 1000*N/L, 1000*O/L and R+S, so each is confirmed Tier 1 or Tier 2 hits per 1000 compounds predicted active. Predicting the merged library is also not the same task as selecting compounds to synthesise.", "The article is internally inconsistent about Figure 6. The Results section 'Trends and Strategies from the Best Performing Computational Workflows' calls panels a, b and c 'top scoring compounds, top hit rates, and top selections from the merged Round 1 library', while the Figure 6 caption calls panel b 'the aggregated score of all Round 1 hits' and panel c the normalised Tier 1 and Tier 2 counts. The body text therefore calls an aggregated score a hit rate. No value in this batch is taken from Figure 6; every value is from sheet S8."]

The protocol said the counts 'are not hit rates' and left the label-versus-caption disagreement unresolved. The stored formulas resolve it: columns R, S and T are rates.

Evidence

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

Evidence table

Inspect claims, sources and review details

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

14 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
attributes.metric_definition and attributes.limitations
Context-only references
Herasymenko et al. 2026, J Chem Inf Model (CACHE Challenge #3, Europe PMC full text)

Original source ↗

Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'

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

Version: PMC12892310 (J Chem Inf Model, published 2026-01-21)
Retrieved: 2026-10-22T11:52:32Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.field

Source artifact SHA-256: 43b920ac9f67fac3560bcf7d24a79f76b9a0d0d962088dfe4081742ec7b9b071

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

Claimed field
attributes.metric_definition and attributes.limitations
Context-only references
Herasymenko et al. 2026, CACHE Challenge #3, Supporting Information workbook ci5c02441_si_002.xlsx

Original source ↗

Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'

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

Version: ci5c02441_si_002.xlsx, member of the Europe PMC supplementary archive of PMC12892310
Retrieved: 2026-10-22T11:55:00Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.field

Source artifact SHA-256: 5e655da5728da46c6a57882c5fef0643c057536d7897d16b9c98f6d55c12f5fe

Hash scope: artifact_sha256 is the SHA-256 of the member file ci5c02441_si_002.xlsx. The Europe PMC supplementaryFiles endpoint assembles a zip per request, so the archive's own hash is not stable; the member file's bytes are. The publisher's direct supplement URL (https://pubs.acs.org/doi/suppl/10.1021/acs.jcim.5c02441/suppl_file/ci5c02441_si_002.xlsx) returned HTTP 403 on 2026-10-22.

Archive member: ci5c02441_si_002.xlsx

Previous value
Every workflow was applied to the merged library of all 1739 Round 1 compounds. Confirmed hits with a score above 15 were clustered into four chemically novel Tier 1 compounds and 25 Tier 2 compounds. The normalised columns are, in the article's words, 'the aggregated score of all compounds predicted active divided by the number of compounds predicted to be actives'. || ["The library is the union of what the 23 workflows themselves selected, so it is not an independent library and each workflow's own picks are in it.", "Four of the 23 workflows (1694, 1695, 1716, 1717) have no values printed in these columns; they are recorded as absent, not as zero.", "Only 29 confirmed hits scored above 15, four of them chemically novel, so the Tier 1 counts rest on four compounds in total.", "The two normalised columns are labelled as counts of hits but the Figure 6 caption defines them as an aggregated score divided by the number of compounds predicted active; the label and the definition do not agree, and the sheet's final column has no printed header at all.", "Predicting the merged library is not the same task as selecting compounds to synthesise, and the counts here are not hit rates."]
Context-only references
Herasymenko et al. 2026, J Chem Inf Model (CACHE Challenge #3, Europe PMC full text)

Original source ↗

Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'

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

Version: PMC12892310 (J Chem Inf Model, published 2026-01-21)
Retrieved: 2026-10-22T11:52:32Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.previous_value

Source artifact SHA-256: 43b920ac9f67fac3560bcf7d24a79f76b9a0d0d962088dfe4081742ec7b9b071

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

Previous value
Every workflow was applied to the merged library of all 1739 Round 1 compounds. Confirmed hits with a score above 15 were clustered into four chemically novel Tier 1 compounds and 25 Tier 2 compounds. The normalised columns are, in the article's words, 'the aggregated score of all compounds predicted active divided by the number of compounds predicted to be actives'. || ["The library is the union of what the 23 workflows themselves selected, so it is not an independent library and each workflow's own picks are in it.", "Four of the 23 workflows (1694, 1695, 1716, 1717) have no values printed in these columns; they are recorded as absent, not as zero.", "Only 29 confirmed hits scored above 15, four of them chemically novel, so the Tier 1 counts rest on four compounds in total.", "The two normalised columns are labelled as counts of hits but the Figure 6 caption defines them as an aggregated score divided by the number of compounds predicted active; the label and the definition do not agree, and the sheet's final column has no printed header at all.", "Predicting the merged library is not the same task as selecting compounds to synthesise, and the counts here are not hit rates."]
Context-only references
Herasymenko et al. 2026, CACHE Challenge #3, Supporting Information workbook ci5c02441_si_002.xlsx

Original source ↗

Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'

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

Version: ci5c02441_si_002.xlsx, member of the Europe PMC supplementary archive of PMC12892310
Retrieved: 2026-10-22T11:55:00Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.previous_value

Source artifact SHA-256: 5e655da5728da46c6a57882c5fef0643c057536d7897d16b9c98f6d55c12f5fe

Hash scope: artifact_sha256 is the SHA-256 of the member file ci5c02441_si_002.xlsx. The Europe PMC supplementaryFiles endpoint assembles a zip per request, so the archive's own hash is not stable; the member file's bytes are. The publisher's direct supplement URL (https://pubs.acs.org/doi/suppl/10.1021/acs.jcim.5c02441/suppl_file/ci5c02441_si_002.xlsx) returned HTTP 403 on 2026-10-22.

Archive member: ci5c02441_si_002.xlsx

Source location
Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'
Context-only references
Herasymenko et al. 2026, J Chem Inf Model (CACHE Challenge #3, Europe PMC full text)

Original source ↗

Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'

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

Version: PMC12892310 (J Chem Inf Model, published 2026-01-21)
Retrieved: 2026-10-22T11:52:32Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 43b920ac9f67fac3560bcf7d24a79f76b9a0d0d962088dfe4081742ec7b9b071

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

Source location
Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'
Context-only references
Herasymenko et al. 2026, CACHE Challenge #3, Supporting Information workbook ci5c02441_si_002.xlsx

Original source ↗

Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'

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

Version: ci5c02441_si_002.xlsx, member of the Europe PMC supplementary archive of PMC12892310
Retrieved: 2026-10-22T11:55:00Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 5e655da5728da46c6a57882c5fef0643c057536d7897d16b9c98f6d55c12f5fe

Hash scope: artifact_sha256 is the SHA-256 of the member file ci5c02441_si_002.xlsx. The Europe PMC supplementaryFiles endpoint assembles a zip per request, so the archive's own hash is not stable; the member file's bytes are. The publisher's direct supplement URL (https://pubs.acs.org/doi/suppl/10.1021/acs.jcim.5c02441/suppl_file/ci5c02441_si_002.xlsx) returned HTTP 403 on 2026-10-22.

Archive member: ci5c02441_si_002.xlsx

Claimed value
Every workflow was applied to the merged library of all 1739 Round 1 compounds. Confirmed hits with a score above 15 were clustered into four chemically novel Tier 1 compounds and 25 Tier 2 compounds. Columns L to Q are counts. Columns R, S and T are stored as the formulas 1000*N/L, 1000*O/L and R+S, so they are confirmed Tier 1 or Tier 2 hits per 1000 compounds predicted active; the Figure 6c caption's wording, 'the aggregated score of all compounds predicted active divided by the number of compounds predicted to be actives', does not describe that formula. || ["The library is the union of what the 23 workflows themselves selected, so it is not an independent library and each workflow's own picks are in it.", "Four of the 23 workflows (1694, 1695, 1716, 1717) have no values printed in these columns; they are recorded as absent, not as zero.", "Only 29 confirmed hits scored above 15, four of them chemically novel, so the Tier 1 counts rest on four compounds in total.", "The two normalised columns are labelled as counts of hits while the Figure 6c caption defines the normalised quantity as an aggregated score divided by the number of compounds predicted active. The stored cell formulas (1000*N/L and 1000*O/L) agree with the column labels and not with the caption. The sheet's final column has no printed header at all; its formula is R+S.", "Columns L to Q are counts of compounds, not rates. Columns R, S and T are rates: the workbook stores them as 1000*N/L, 1000*O/L and R+S, so each is confirmed Tier 1 or Tier 2 hits per 1000 compounds predicted active. Predicting the merged library is also not the same task as selecting compounds to synthesise.", "The article is internally inconsistent about Figure 6. The Results section 'Trends and Strategies from the Best Performing Computational Workflows' calls panels a, b and c 'top scoring compounds, top hit rates, and top selections from the merged Round 1 library', while the Figure 6 caption calls panel b 'the aggregated score of all Round 1 hits' and panel c the normalised Tier 1 and Tier 2 counts. The body text therefore calls an aggregated score a hit rate. No value in this batch is taken from Figure 6; every value is from sheet S8."]
Context-only references
Herasymenko et al. 2026, J Chem Inf Model (CACHE Challenge #3, Europe PMC full text)

Original source ↗

Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'

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

Version: PMC12892310 (J Chem Inf Model, published 2026-01-21)
Retrieved: 2026-10-22T11:52:32Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.value

Source artifact SHA-256: 43b920ac9f67fac3560bcf7d24a79f76b9a0d0d962088dfe4081742ec7b9b071

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

Claimed value
Every workflow was applied to the merged library of all 1739 Round 1 compounds. Confirmed hits with a score above 15 were clustered into four chemically novel Tier 1 compounds and 25 Tier 2 compounds. Columns L to Q are counts. Columns R, S and T are stored as the formulas 1000*N/L, 1000*O/L and R+S, so they are confirmed Tier 1 or Tier 2 hits per 1000 compounds predicted active; the Figure 6c caption's wording, 'the aggregated score of all compounds predicted active divided by the number of compounds predicted to be actives', does not describe that formula. || ["The library is the union of what the 23 workflows themselves selected, so it is not an independent library and each workflow's own picks are in it.", "Four of the 23 workflows (1694, 1695, 1716, 1717) have no values printed in these columns; they are recorded as absent, not as zero.", "Only 29 confirmed hits scored above 15, four of them chemically novel, so the Tier 1 counts rest on four compounds in total.", "The two normalised columns are labelled as counts of hits while the Figure 6c caption defines the normalised quantity as an aggregated score divided by the number of compounds predicted active. The stored cell formulas (1000*N/L and 1000*O/L) agree with the column labels and not with the caption. The sheet's final column has no printed header at all; its formula is R+S.", "Columns L to Q are counts of compounds, not rates. Columns R, S and T are rates: the workbook stores them as 1000*N/L, 1000*O/L and R+S, so each is confirmed Tier 1 or Tier 2 hits per 1000 compounds predicted active. Predicting the merged library is also not the same task as selecting compounds to synthesise.", "The article is internally inconsistent about Figure 6. The Results section 'Trends and Strategies from the Best Performing Computational Workflows' calls panels a, b and c 'top scoring compounds, top hit rates, and top selections from the merged Round 1 library', while the Figure 6 caption calls panel b 'the aggregated score of all Round 1 hits' and panel c the normalised Tier 1 and Tier 2 counts. The body text therefore calls an aggregated score a hit rate. No value in this batch is taken from Figure 6; every value is from sheet S8."]
Context-only references
Herasymenko et al. 2026, CACHE Challenge #3, Supporting Information workbook ci5c02441_si_002.xlsx

Original source ↗

Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'

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

Version: ci5c02441_si_002.xlsx, member of the Europe PMC supplementary archive of PMC12892310
Retrieved: 2026-10-22T11:55:00Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.value

Source artifact SHA-256: 5e655da5728da46c6a57882c5fef0643c057536d7897d16b9c98f6d55c12f5fe

Hash scope: artifact_sha256 is the SHA-256 of the member file ci5c02441_si_002.xlsx. The Europe PMC supplementaryFiles endpoint assembles a zip per request, so the archive's own hash is not stable; the member file's bytes are. The publisher's direct supplement URL (https://pubs.acs.org/doi/suppl/10.1021/acs.jcim.5c02441/suppl_file/ci5c02441_si_002.xlsx) returned HTTP 403 on 2026-10-22.

Archive member: ci5c02441_si_002.xlsx

Description
The protocol said the counts 'are not hit rates' and left the label-versus-caption disagreement unresolved. The stored formulas resolve it: columns R, S and T are rates.
Context-only references
Herasymenko et al. 2026, J Chem Inf Model (CACHE Challenge #3, Europe PMC full text)

Original source ↗

Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'

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

Version: PMC12892310 (J Chem Inf Model, published 2026-01-21)
Retrieved: 2026-10-22T11:52:32Z

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 43b920ac9f67fac3560bcf7d24a79f76b9a0d0d962088dfe4081742ec7b9b071

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

Description
The protocol said the counts 'are not hit rates' and left the label-versus-caption disagreement unresolved. The stored formulas resolve it: columns R, S and T are rates.
Context-only references
Herasymenko et al. 2026, CACHE Challenge #3, Supporting Information workbook ci5c02441_si_002.xlsx

Original source ↗

Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'

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

Version: ci5c02441_si_002.xlsx, member of the Europe PMC supplementary archive of PMC12892310
Retrieved: 2026-10-22T11:55:00Z

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 5e655da5728da46c6a57882c5fef0643c057536d7897d16b9c98f6d55c12f5fe

Hash scope: artifact_sha256 is the SHA-256 of the member file ci5c02441_si_002.xlsx. The Europe PMC supplementaryFiles endpoint assembles a zip per request, so the archive's own hash is not stable; the member file's bytes are. The publisher's direct supplement URL (https://pubs.acs.org/doi/suppl/10.1021/acs.jcim.5c02441/suppl_file/ci5c02441_si_002.xlsx) returned HTTP 403 on 2026-10-22.

Archive member: ci5c02441_si_002.xlsx

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: metadata-correction-0b4159ea151a8bba6471

areas
molecular-interactions
contexts
research
field
attributes.metric_definition and attributes.limitations
previous value
Every workflow was applied to the merged library of all 1739 Round 1 compounds. Confirmed hits with a score above 15 were clustered into four chemically novel Tier 1 compounds and 25 Tier 2 compounds. The normalised columns are, in the article's words, 'the aggregated score of all compounds predicted active divided by the number of compounds predicted to be actives'. || ["The library is the union of what the 23 workflows themselves selected, so it is not an independent library and each workflow's own picks are in it.", "Four of the 23 workflows (1694, 1695, 1716, 1717) have no values printed in these columns; they are recorded as absent, not as zero.", "Only 29 confirmed hits scored above 15, four of them chemically novel, so the Tier 1 counts rest on four compounds in total.", "The two normalised columns are labelled as counts of hits but the Figure 6 caption defines them as an aggregated score divided by the number of compounds predicted active; the label and the definition do not agree, and the sheet's final column has no printed header at all.", "Predicting the merged library is not the same task as selecting compounds to synthesise, and the counts here are not hit rates."]
value
Every workflow was applied to the merged library of all 1739 Round 1 compounds. Confirmed hits with a score above 15 were clustered into four chemically novel Tier 1 compounds and 25 Tier 2 compounds. Columns L to Q are counts. Columns R, S and T are stored as the formulas 1000*N/L, 1000*O/L and R+S, so they are confirmed Tier 1 or Tier 2 hits per 1000 compounds predicted active; the Figure 6c caption's wording, 'the aggregated score of all compounds predicted active divided by the number of compounds predicted to be actives', does not describe that formula. || ["The library is the union of what the 23 workflows themselves selected, so it is not an independent library and each workflow's own picks are in it.", "Four of the 23 workflows (1694, 1695, 1716, 1717) have no values printed in these columns; they are recorded as absent, not as zero.", "Only 29 confirmed hits scored above 15, four of them chemically novel, so the Tier 1 counts rest on four compounds in total.", "The two normalised columns are labelled as counts of hits while the Figure 6c caption defines the normalised quantity as an aggregated score divided by the number of compounds predicted active. The stored cell formulas (1000*N/L and 1000*O/L) agree with the column labels and not with the caption. The sheet's final column has no printed header at all; its formula is R+S.", "Columns L to Q are counts of compounds, not rates. Columns R, S and T are rates: the workbook stores them as 1000*N/L, 1000*O/L and R+S, so each is confirmed Tier 1 or Tier 2 hits per 1000 compounds predicted active. Predicting the merged library is also not the same task as selecting compounds to synthesise.", "The article is internally inconsistent about Figure 6. The Results section 'Trends and Strategies from the Best Performing Computational Workflows' calls panels a, b and c 'top scoring compounds, top hit rates, and top selections from the merged Round 1 library', while the Figure 6 caption calls panel b 'the aggregated score of all Round 1 hits' and panel c the normalised Tier 1 and Tier 2 counts. The body text therefore calls an aggregated score a hit rate. No value in this batch is taken from Figure 6; every value is from sheet S8."]
source locator
Sheet 'S8' columns R, S and T and their stored formulas; article Figure 6 caption and Results 'Trends and Strategies from the Best Performing Computational Workflows'
review
method: scope-review; independent-cell-check; reviewer: claude; reviewer note: Claude review agent, independent of the extraction agent; no human review claimed; date: 2026-10-22; method note: Read the stored cell formulas and compared them with the Figure 6 caption and with the Results section's own description of the three panels.; note: Correction found by the independent review pass of batch use-case-coverage-hitdisc-20261022. The previous value is kept here.; receipt: data/omics/use-case-coverage-hitdisc-20261022/review.json
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