rewirebio.iobenchmarks
Evaluation

DAMIAN: sample-level detection (ENNGS)

Published RNA metagenomic pathogen-detection comparison; transcribed, not reproduced.

Research readiness

These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.

Release 2026-10-09-8cc1db47c7f9 · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing

Verified: Not verified

Evidence incomplete

Investigate discrepancies

Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing
  • annotations: verification is missing
  • dependence: verification is missing

Verified: Not verified

Evidence incomplete

Run locally

A pinned recipe describes the inputs, environment and resource requirements.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • recipe pinned: verification is missing
  • resource estimate: verification is missing

Verified: Not verified

Evidence incomplete

Validate independently

Separate data and exposure records support an independent test.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • independent validation: verification is missing
  • overlap checked: verification is missing

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.

Artifacts and reproduction

No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.

Read reviewed discrepancy investigations

Evaluation results

1 evaluation · 17 results. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
10 true-positive-count
count · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell R18, row 'DAMIAN', column 'Number of samples correctly positive ... out of 13 samples*'
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
0 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell C18, row 'DAMIAN' read count, column sample 1 (HHV-6(A))
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
31800 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell D18, row 'DAMIAN' read count, column sample 2 (HHV-6(B))
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
232000 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell E18, row 'DAMIAN' read count, column sample 3 (Enterovirus)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
96 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell F18, row 'DAMIAN' read count, column sample 4 (EBV)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
200000 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell G18, row 'DAMIAN' read count, column sample 5 (Mumps)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
2350000 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell H18, row 'DAMIAN' read count, column sample 6 (CoV-OC43)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
2240 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell I18, row 'DAMIAN' read count, column sample 7 (Astrovirus VA1)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
818 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell J18, row 'DAMIAN' read count, column sample 8 (Inf-A)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
20 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell K18, row 'DAMIAN' read count, column sample 9 (PIV-3)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
2290 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell L18, row 'DAMIAN' read count, column sample 10 (CoV-NL63)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
11400 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell M18, row 'DAMIAN' read count, column sample 11 (CoV-NL63)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
0 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell N18, row 'DAMIAN' read count, column sample 11 (CoV-HKU-1)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
2550 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell O18, row 'DAMIAN' read count, column sample 12 (CoV-HKU-1)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
2 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell P18, row 'DAMIAN' read count, column sample 13 (Adeno-virus)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
0 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell Q18, row 'DAMIAN' read count, column sample 13 (EBV)
Configuration: DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)Protocol: Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset: ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
76.9% recall
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Evaluation origin not reported · Source checked
Methods, coverage and source

DAMIAN: sample-level detection (ENNGS)

rna-pathogen-20261009-protocol-devries2021-sample-level

Aggregation: Not reported

de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4 · Supplementary Table 2, cell S18, row 'DAMIAN', column 'Overall sensitivity [%], sample level'

Source checking is not independent reproduction. Release 2026-10-09-8cc1db47c7f9.

Evaluation procedure

rna-pathogen-20261009-protocol-devries2021-sample-level

Configuration
DAMIAN as run by an ENNGS laboratory (de Vries et al. 2021)
Protocol
Detection of RT-PCR-positive viruses per sample, with assigned read counts (de Vries et al. 2021 Supplementary Table 2)
Dataset
ENNGS benchmark: 13 clinical metagenomic datasets with RT-PCR results (de Vries et al. 2021)
origin
Evaluation origin not reported
configuration
Primary source as retrieved 2026-10-09
protocol id
rna-pathogen-20261009-protocol-devries2021-sample-level
dataset version
ENNGS 13 shared datasets
split
No split
population
13 samples, 15 PCR-positive targets
inputs
Raw untrimmed FASTQ, human reads removed before sharing
adaptation
Each laboratory's own database and reporting criteria
metric implementation
Organisers' scoring of reported hits against RT-PCR
aggregation
All samples
budget
Not reported

Metadata review: source checked. Unreported conditions prevent automatic comparisons.

Reproduction

Split
No split
Adaptation
Each laboratory's own database and reporting criteria
Scoring implementation
Organisers' scoring of reported hits against RT-PCR

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

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.

38 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-09-8cc1db47c7f9
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation
Each laboratory's own database and reporting criteria
Context-only references
Benchmark of thirteen bioinformatic pipelines for metagenomic virus diagnostics using datasets from clinical samples

Original source ↗

Supplementary Table 2 rows 18-22

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

Version: medRxiv 2021.05.04.21256618 version 1 (2021-05-08), JATS XML; published as J Clin Virol 141:104908 (doi:10.1016/j.jcv.2021.104908)
Retrieved: 2026-10-09T20:15:27Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: 735ce2e42ae5fe6f5a198bdc14fd2e92ef27fc1d3734d2137a3c86d24480c718

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

Inspected artifact

attributes.comparison.adaptation
Each laboratory's own database and reporting criteria
Context-only references
de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4

Original source ↗

Supplementary Table 2 rows 18-22

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

Version: medRxiv 2021.05.04.21256618 version 1, supplementary file media-1.xlsx (sheets SuppS2, SuppS3, SuppS4)
Retrieved: 2026-10-09T20:15:56Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: be0ea61fcffe8ea580077467ca19ef1ac39e88bbc82d916bc65b58a6683214f6

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

Inspected artifact

attributes.comparison.aggregation
All samples
Context-only references
Benchmark of thirteen bioinformatic pipelines for metagenomic virus diagnostics using datasets from clinical samples

Original source ↗

Supplementary Table 2 rows 18-22

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

Version: medRxiv 2021.05.04.21256618 version 1 (2021-05-08), JATS XML; published as J Clin Virol 141:104908 (doi:10.1016/j.jcv.2021.104908)
Retrieved: 2026-10-09T20:15:27Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: 735ce2e42ae5fe6f5a198bdc14fd2e92ef27fc1d3734d2137a3c86d24480c718

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

Inspected artifact

attributes.comparison.aggregation
All samples
Context-only references
de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4

Original source ↗

Supplementary Table 2 rows 18-22

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

Version: medRxiv 2021.05.04.21256618 version 1, supplementary file media-1.xlsx (sheets SuppS2, SuppS3, SuppS4)
Retrieved: 2026-10-09T20:15:56Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: be0ea61fcffe8ea580077467ca19ef1ac39e88bbc82d916bc65b58a6683214f6

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

Inspected artifact

attributes.comparison.budget
Not reported
Context-only references
Benchmark of thirteen bioinformatic pipelines for metagenomic virus diagnostics using datasets from clinical samples

Original source ↗

Supplementary Table 2 rows 18-22

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

Version: medRxiv 2021.05.04.21256618 version 1 (2021-05-08), JATS XML; published as J Clin Virol 141:104908 (doi:10.1016/j.jcv.2021.104908)
Retrieved: 2026-10-09T20:15:27Z

missing or unspecified

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: 735ce2e42ae5fe6f5a198bdc14fd2e92ef27fc1d3734d2137a3c86d24480c718

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

Inspected artifact

attributes.comparison.budget
Not reported
Context-only references
de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4

Original source ↗

Supplementary Table 2 rows 18-22

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

Version: medRxiv 2021.05.04.21256618 version 1, supplementary file media-1.xlsx (sheets SuppS2, SuppS3, SuppS4)
Retrieved: 2026-10-09T20:15:56Z

missing or unspecified

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: be0ea61fcffe8ea580077467ca19ef1ac39e88bbc82d916bc65b58a6683214f6

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

Inspected artifact

attributes.comparison.dataset_version
ENNGS 13 shared datasets
Context-only references
Benchmark of thirteen bioinformatic pipelines for metagenomic virus diagnostics using datasets from clinical samples

Original source ↗

Supplementary Table 2 rows 18-22

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

Version: medRxiv 2021.05.04.21256618 version 1 (2021-05-08), JATS XML; published as J Clin Virol 141:104908 (doi:10.1016/j.jcv.2021.104908)
Retrieved: 2026-10-09T20:15:27Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: 735ce2e42ae5fe6f5a198bdc14fd2e92ef27fc1d3734d2137a3c86d24480c718

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

Inspected artifact

attributes.comparison.dataset_version
ENNGS 13 shared datasets
Context-only references
de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4

Original source ↗

Supplementary Table 2 rows 18-22

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

Version: medRxiv 2021.05.04.21256618 version 1, supplementary file media-1.xlsx (sheets SuppS2, SuppS3, SuppS4)
Retrieved: 2026-10-09T20:15:56Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: be0ea61fcffe8ea580077467ca19ef1ac39e88bbc82d916bc65b58a6683214f6

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

Inspected artifact

attributes.comparison.inputs
Raw untrimmed FASTQ, human reads removed before sharing
Context-only references
Benchmark of thirteen bioinformatic pipelines for metagenomic virus diagnostics using datasets from clinical samples

Original source ↗

Supplementary Table 2 rows 18-22

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

Version: medRxiv 2021.05.04.21256618 version 1 (2021-05-08), JATS XML; published as J Clin Virol 141:104908 (doi:10.1016/j.jcv.2021.104908)
Retrieved: 2026-10-09T20:15:27Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: 735ce2e42ae5fe6f5a198bdc14fd2e92ef27fc1d3734d2137a3c86d24480c718

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

Inspected artifact

attributes.comparison.inputs
Raw untrimmed FASTQ, human reads removed before sharing
Context-only references
de Vries et al. medRxiv preprint v1, Supplementary Tables 2-4

Original source ↗

Supplementary Table 2 rows 18-22

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

Version: medRxiv 2021.05.04.21256618 version 1, supplementary file media-1.xlsx (sheets SuppS2, SuppS3, SuppS4)
Retrieved: 2026-10-09T20:15:56Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: be0ea61fcffe8ea580077467ca19ef1ac39e88bbc82d916bc65b58a6683214f6

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

Inspected artifact

Sources and history

Release 2026-10-09-8cc1db47c7f9 · Record review: source checked

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

Stable ID: rna-pathogen-20261009-eval-devries2021-sample-damian

areas
microbes-communities
contexts
clinical_research
origin
unreported
protocol
rna-pathogen-20261009-protocol-devries2021-sample-level
version
Primary source as retrieved 2026-10-09
comparison
protocol id: rna-pathogen-20261009-protocol-devries2021-sample-level; dataset version: ENNGS 13 shared datasets; split: No split; population: 13 samples, 15 PCR-positive targets; inputs: Raw untrimmed FASTQ, human reads removed before sharing; adaptation: Each laboratory's own database and reporting criteria; metric implementation: Organisers' scoring of reported hits against RT-PCR; aggregation: All samples; budget: Not reported
source locator
Supplementary Table 2 rows 18-22
limitations
Open-source pipeline run by participating laboratories; whether they developed it is not stated.
Related records

Suggest a correction