rewirebio.iobenchmarks
Evidence claim

Relevance of Positive-control virus detection by read depth (Tisza et al. 2026 Table S2) to "Select a DNA pathogen-identification workflow for diagnostic testing"

Use case
Select a DNA pathogen-identification workflow for diagnostic testing
Assessed by
Positive-control virus detection by read depth (Tisza et al. 2026 Table S2)
Relevance
Proxy evidence
Endpoint
Model-estimated family-level detection probability at 10 and 100 read pairs for reads from seven divergent virus genomes (75.9% to 95.6% ANI to the nearest reference), with 95% intervals

Detection of reads from four Genomoviridae (DNA viruses) and three picornaviruses at 75.9% to 95.6% ANI to the nearest reference bears on the use case's question of organisms poorly represented in the reference. It is proxy evidence: viral only, synthetic reads, family-level scoring and a developer-run comparison.

5 reviewed evaluations

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.

40 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
Citation locations
2 values
  • source id
    rna-pathogen-20261011-tisza2026-source
    locator
    Methods 'Tools and parameters', 'Positive controls', 'Negative controls', 'Mock communities'
  • source id
    rna-pathogen-20261011-tisza2026-source-supp
    locator
    Supplemental Table S2
Context-only references
EsViritu is a sensitive and specific profiler for viral pathogen detection and genome recovery in metagenomes

Original source ↗

rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2

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

Version: bioRxiv 10.64898/2026.09.29.755457 v1, posted 2026-09-30; JATS XML
Retrieved: 2026-10-11T21:39:50Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.citation_locators

Source artifact SHA-256: fd92099655ddefdec31d35e273b80c4b233eed395c1cfc137eaddaa4efee232b

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

Inspected artifact

Citation locations
2 values
  • source id
    rna-pathogen-20261011-tisza2026-source
    locator
    Methods 'Tools and parameters', 'Positive controls', 'Negative controls', 'Mock communities'
  • source id
    rna-pathogen-20261011-tisza2026-source-supp
    locator
    Supplemental Table S2
Context-only references
Tisza et al. 2026 Supplemental Tables S1-S25 (bioRxiv media-1.xlsx)

Original source ↗

rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2

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

Version: bioRxiv 10.64898/2026.09.29.755457 v1 supplementary file DC1 (755457_file02.xlsx)
Retrieved: 2026-10-11T21:45:51Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.citation_locators

Source artifact SHA-256: 0559022a3ff5ef5b2682e3c451eda51835c4c8d9be9dfdb1ebc9cd9295fb7701

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

Inspected artifact

Comparison group
tisza2026-virus-profilers
Context-only references
EsViritu is a sensitive and specific profiler for viral pathogen detection and genome recovery in metagenomes

Original source ↗

rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2

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

Version: bioRxiv 10.64898/2026.09.29.755457 v1, posted 2026-09-30; JATS XML
Retrieved: 2026-10-11T21:39:50Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.comparison_group

Source artifact SHA-256: fd92099655ddefdec31d35e273b80c4b233eed395c1cfc137eaddaa4efee232b

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

Inspected artifact

Comparison group
tisza2026-virus-profilers
Context-only references
Tisza et al. 2026 Supplemental Tables S1-S25 (bioRxiv media-1.xlsx)

Original source ↗

rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2

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

Version: bioRxiv 10.64898/2026.09.29.755457 v1 supplementary file DC1 (755457_file02.xlsx)
Retrieved: 2026-10-11T21:45:51Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.comparison_group

Source artifact SHA-256: 0559022a3ff5ef5b2682e3c451eda51835c4c8d9be9dfdb1ebc9cd9295fb7701

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

Inspected artifact

Comparison title
Virus profilers on a shared Virus Pathogen Database (Tisza et al. 2026, developer benchmark)
Context-only references
EsViritu is a sensitive and specific profiler for viral pathogen detection and genome recovery in metagenomes

Original source ↗

rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2

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

Version: bioRxiv 10.64898/2026.09.29.755457 v1, posted 2026-09-30; JATS XML
Retrieved: 2026-10-11T21:39:50Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.comparison_title

Source artifact SHA-256: fd92099655ddefdec31d35e273b80c4b233eed395c1cfc137eaddaa4efee232b

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

Inspected artifact

Comparison title
Virus profilers on a shared Virus Pathogen Database (Tisza et al. 2026, developer benchmark)
Context-only references
Tisza et al. 2026 Supplemental Tables S1-S25 (bioRxiv media-1.xlsx)

Original source ↗

rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2

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

Version: bioRxiv 10.64898/2026.09.29.755457 v1 supplementary file DC1 (755457_file02.xlsx)
Retrieved: 2026-10-11T21:45:51Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.comparison_title

Source artifact SHA-256: 0559022a3ff5ef5b2682e3c451eda51835c4c8d9be9dfdb1ebc9cd9295fb7701

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

Inspected artifact

Constraints
2 values
  • Inspect every linked evaluation's source locator and preserved limitations before citing a result.
  • Do not combine these results with another protocol's results; datasets, databases and scoring rules differ between sources.
Context-only references
EsViritu is a sensitive and specific profiler for viral pathogen detection and genome recovery in metagenomes

Original source ↗

rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2

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

Version: bioRxiv 10.64898/2026.09.29.755457 v1, posted 2026-09-30; JATS XML
Retrieved: 2026-10-11T21:39:50Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.constraints

Source artifact SHA-256: fd92099655ddefdec31d35e273b80c4b233eed395c1cfc137eaddaa4efee232b

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

Inspected artifact

Constraints
2 values
  • Inspect every linked evaluation's source locator and preserved limitations before citing a result.
  • Do not combine these results with another protocol's results; datasets, databases and scoring rules differ between sources.
Context-only references
Tisza et al. 2026 Supplemental Tables S1-S25 (bioRxiv media-1.xlsx)

Original source ↗

rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2

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

Version: bioRxiv 10.64898/2026.09.29.755457 v1 supplementary file DC1 (755457_file02.xlsx)
Retrieved: 2026-10-11T21:45:51Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.constraints

Source artifact SHA-256: 0559022a3ff5ef5b2682e3c451eda51835c4c8d9be9dfdb1ebc9cd9295fb7701

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

Inspected artifact

Endpoint
Model-estimated family-level detection probability at 10 and 100 read pairs for reads from seven divergent virus genomes (75.9% to 95.6% ANI to the nearest reference), with 95% intervals
Context-only references
EsViritu is a sensitive and specific profiler for viral pathogen detection and genome recovery in metagenomes

Original source ↗

rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2

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

Version: bioRxiv 10.64898/2026.09.29.755457 v1, posted 2026-09-30; JATS XML
Retrieved: 2026-10-11T21:39:50Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.endpoint

Source artifact SHA-256: fd92099655ddefdec31d35e273b80c4b233eed395c1cfc137eaddaa4efee232b

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

Inspected artifact

Endpoint
Model-estimated family-level detection probability at 10 and 100 read pairs for reads from seven divergent virus genomes (75.9% to 95.6% ANI to the nearest reference), with 95% intervals
Context-only references
Tisza et al. 2026 Supplemental Tables S1-S25 (bioRxiv media-1.xlsx)

Original source ↗

rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2

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

Version: bioRxiv 10.64898/2026.09.29.755457 v1 supplementary file DC1 (755457_file02.xlsx)
Retrieved: 2026-10-11T21:45:51Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.endpoint

Source artifact SHA-256: 0559022a3ff5ef5b2682e3c451eda51835c4c8d9be9dfdb1ebc9cd9295fb7701

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

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: use-case-mapping-dna-pathogen-20261011-tisza2026-pos

field
links:assessed_by:rna-pathogen-20261011-tisza2026-protocol-pos
value
rna-pathogen-20261011-tisza2026-protocol-pos
relevance
proxy
endpoint
Model-estimated family-level detection probability at 10 and 100 read pairs for reads from seven divergent virus genomes (75.9% to 95.6% ANI to the nearest reference), with 95% intervals
rationale
Detection of reads from four Genomoviridae (DNA viruses) and three picornaviruses at 75.9% to 95.6% ANI to the nearest reference bears on the use case's question of organisms poorly represented in the reference. It is proxy evidence: viral only, synthetic reads, family-level scoring and a developer-run comparison.
constraints
Inspect every linked evaluation's source locator and preserved limitations before citing a result.; Do not combine these results with another protocol's results; datasets, databases and scoring rules differ between sources.
limitations
Developer benchmark: the EsViritu authors built the data, chose the comparators' parameter grids and headline settings, and ran every tool (author_reported).; Preprint (bioRxiv v1); not peer reviewed.; Synthetic reads or pathogen-free libraries only; no clinical specimens and no reference laboratory test.; All tools queried the same Virus Pathogen Database (v3.2.4b), so results compare algorithms with reference content held constant, not tools as usually deployed with their own databases.; Viruses only; no bacteria, fungi or parasites.; Results are not split by DNA or RNA genome.
citation locators
source id: rna-pathogen-20261011-tisza2026-source; locator: Methods 'Tools and parameters', 'Positive controls', 'Negative controls', 'Mock communities'; source id: rna-pathogen-20261011-tisza2026-source-supp; locator: Supplemental Table S2
source locator
rna-pathogen-20261011-tisza2026-source-supp: Supplemental Table S2
revision
1
reason
Recorded from the 2026-10-11 pathogen-detection literature pass (data/omics/use-case-coverage-rna-pathogen-20261011-tisza2026). Independently reviewed in docs/reviews/use-cases/pathogen-use-cases-2026-10-11.md.
comparison group
tisza2026-virus-profilers
comparison title
Virus profilers on a shared Virus Pathogen Database (Tisza et al. 2026, developer benchmark)
headline metric
recall
stratum label
Positive controls (divergent genomes)
stratum order
1
review
method: source-hash-verification; independent-cell-check; scope-review; reviewer: claude; reviewer note: Separate Claude review agent (reviewer-path), independent of the extractor; no human review claimed; date: 2026-10-11; artifact sha256: fd92099655ddefdec31d35e273b80c4b233eed395c1cfc137eaddaa4efee232b; retrieval url: https://www.biorxiv.org/content/early/2026/09/30/2026.09.29.755457.source.xml; method note: Judgement drafted by the extracting agent from the pinned preprint and workbook.; note: Re-downloaded the pinned artifact and matched its SHA-256; compared every value with a separate stdlib parser written for this review (the extractor's script was not run) and checked a stratified sample by hand against the rendered table.
reviewed evaluations
rna-pathogen-20261011-tisza2026-eval-pos-centrifuger; rna-pathogen-20261011-tisza2026-eval-pos-esviritu; rna-pathogen-20261011-tisza2026-eval-pos-kraken2; rna-pathogen-20261011-tisza2026-eval-pos-metabuli; rna-pathogen-20261011-tisza2026-eval-pos-sylph
pins
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