rewirebio.iobenchmarks
Evaluation

LSHVec: CAMI II clinical pathogen challenge

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 · 2 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: LSHVec (CAMI II pathogen challenge submission)Protocol: Identify all pathogens and the causal pathogen in one clinical blood metagenome (CAMI II clinical pathogen challenge)
Dataset: CAMI II clinical pathogen challenge: blood metagenome from a patient with haemorrhagic fever
no success-rate
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

LSHVec: CAMI II clinical pathogen challenge

rna-pathogen-20261009-protocol-meyer2022-causal-pathogen

Aggregation: Not reported

Meyer et al. 2022, Supplementary Tables 1-40 · Supplementary Table 39 cell B5, row 'LSHVec', column 'Causal pathogen in submitted list of taxa'
Configuration: LSHVec (CAMI II pathogen challenge submission)Protocol: Identify all pathogens and the causal pathogen in one clinical blood metagenome (CAMI II clinical pathogen challenge)
Dataset: CAMI II clinical pathogen challenge: blood metagenome from a patient with haemorrhagic fever
no success-rate
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

LSHVec: CAMI II clinical pathogen challenge

rna-pathogen-20261009-protocol-meyer2022-causal-pathogen

Aggregation: Not reported

Meyer et al. 2022, Supplementary Tables 1-40 · Supplementary Table 39 cell C5, row 'LSHVec', column 'Predicted causal pathogen'

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

Evaluation procedure

rna-pathogen-20261009-protocol-meyer2022-causal-pathogen

Configuration
LSHVec (CAMI II pathogen challenge submission)
Protocol
Identify all pathogens and the causal pathogen in one clinical blood metagenome (CAMI II clinical pathogen challenge)
Dataset
CAMI II clinical pathogen challenge: blood metagenome from a patient with haemorrhagic fever
origin
Evaluation origin not reported
configuration
Primary source as retrieved 2026-10-09
protocol id
rna-pathogen-20261009-protocol-meyer2022-causal-pathogen
dataset version
CAMI II pathogen challenge dataset
split
Single sample
population
One blood metagenome
inputs
Paired-end MiSeq reads with human reads replaced
adaptation
Submitter's own database and curation
metric implementation
Organisers' comparison with CCHFV
aggregation
Single sample
budget
Not reported

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

Reproduction

Split
Single sample
Adaptation
Submitter's own database and curation
Scoring implementation
Organisers' comparison with CCHFV

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
Submitter's own database and curation
Context-only references
Critical Assessment of Metagenome Interpretation: the second round of challenges

Original source ↗

Supplementary Table 39 row 5

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

Version: Nature Methods 19(4):429, published 2022-04-08; PMC9007738 full-text XML
Retrieved: 2026-10-09T20:21:44Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: 2532db9c9abd1f040047afdcc859cb83739a9cceb4dbd998cd550017da9bd7ba

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

Inspected artifact

attributes.comparison.adaptation
Submitter's own database and curation
Context-only references
Meyer et al. 2022, Supplementary Tables 1-40

Original source ↗

Supplementary Table 39 row 5

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

Version: 41592_2022_1431_MOESM3_ESM.xlsx (Supplementary Tables), as linked from the article XML <supplementary-material id="MOESM3">
Retrieved: 2026-10-09T20:18:45Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: 9a5ebd2364bb2660ea841227b9d04848b9c60b4d3c2a9f4939fc5994efc851ce

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

Inspected artifact

attributes.comparison.aggregation
Single sample
Context-only references
Critical Assessment of Metagenome Interpretation: the second round of challenges

Original source ↗

Supplementary Table 39 row 5

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

Version: Nature Methods 19(4):429, published 2022-04-08; PMC9007738 full-text XML
Retrieved: 2026-10-09T20:21:44Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: 2532db9c9abd1f040047afdcc859cb83739a9cceb4dbd998cd550017da9bd7ba

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

Inspected artifact

attributes.comparison.aggregation
Single sample
Context-only references
Meyer et al. 2022, Supplementary Tables 1-40

Original source ↗

Supplementary Table 39 row 5

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

Version: 41592_2022_1431_MOESM3_ESM.xlsx (Supplementary Tables), as linked from the article XML <supplementary-material id="MOESM3">
Retrieved: 2026-10-09T20:18:45Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: 9a5ebd2364bb2660ea841227b9d04848b9c60b4d3c2a9f4939fc5994efc851ce

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

Inspected artifact

attributes.comparison.budget
Not reported
Context-only references
Critical Assessment of Metagenome Interpretation: the second round of challenges

Original source ↗

Supplementary Table 39 row 5

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

Version: Nature Methods 19(4):429, published 2022-04-08; PMC9007738 full-text XML
Retrieved: 2026-10-09T20:21:44Z

missing or unspecified

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: 2532db9c9abd1f040047afdcc859cb83739a9cceb4dbd998cd550017da9bd7ba

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

Inspected artifact

attributes.comparison.budget
Not reported
Context-only references
Meyer et al. 2022, Supplementary Tables 1-40

Original source ↗

Supplementary Table 39 row 5

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

Version: 41592_2022_1431_MOESM3_ESM.xlsx (Supplementary Tables), as linked from the article XML <supplementary-material id="MOESM3">
Retrieved: 2026-10-09T20:18:45Z

missing or unspecified

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: 9a5ebd2364bb2660ea841227b9d04848b9c60b4d3c2a9f4939fc5994efc851ce

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

Inspected artifact

attributes.comparison.dataset_version
CAMI II pathogen challenge dataset
Context-only references
Critical Assessment of Metagenome Interpretation: the second round of challenges

Original source ↗

Supplementary Table 39 row 5

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

Version: Nature Methods 19(4):429, published 2022-04-08; PMC9007738 full-text XML
Retrieved: 2026-10-09T20:21:44Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: 2532db9c9abd1f040047afdcc859cb83739a9cceb4dbd998cd550017da9bd7ba

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

Inspected artifact

attributes.comparison.dataset_version
CAMI II pathogen challenge dataset
Context-only references
Meyer et al. 2022, Supplementary Tables 1-40

Original source ↗

Supplementary Table 39 row 5

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

Version: 41592_2022_1431_MOESM3_ESM.xlsx (Supplementary Tables), as linked from the article XML <supplementary-material id="MOESM3">
Retrieved: 2026-10-09T20:18:45Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: 9a5ebd2364bb2660ea841227b9d04848b9c60b4d3c2a9f4939fc5994efc851ce

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

Inspected artifact

attributes.comparison.inputs
Paired-end MiSeq reads with human reads replaced
Context-only references
Critical Assessment of Metagenome Interpretation: the second round of challenges

Original source ↗

Supplementary Table 39 row 5

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

Version: Nature Methods 19(4):429, published 2022-04-08; PMC9007738 full-text XML
Retrieved: 2026-10-09T20:21:44Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: 2532db9c9abd1f040047afdcc859cb83739a9cceb4dbd998cd550017da9bd7ba

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

Inspected artifact

attributes.comparison.inputs
Paired-end MiSeq reads with human reads replaced
Context-only references
Meyer et al. 2022, Supplementary Tables 1-40

Original source ↗

Supplementary Table 39 row 5

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

Version: 41592_2022_1431_MOESM3_ESM.xlsx (Supplementary Tables), as linked from the article XML <supplementary-material id="MOESM3">
Retrieved: 2026-10-09T20:18:45Z

not individually reviewed

No individual claim review recorded

unreported

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: 9a5ebd2364bb2660ea841227b9d04848b9c60b4d3c2a9f4939fc5994efc851ce

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-meyer2022-lshvec

areas
microbes-communities
contexts
clinical_research
origin
unreported
protocol
rna-pathogen-20261009-protocol-meyer2022-causal-pathogen
version
Primary source as retrieved 2026-10-09
comparison
protocol id: rna-pathogen-20261009-protocol-meyer2022-causal-pathogen; dataset version: CAMI II pathogen challenge dataset; split: Single sample; population: One blood metagenome; inputs: Paired-end MiSeq reads with human reads replaced; adaptation: Submitter's own database and curation; metric implementation: Organisers' comparison with CCHFV; aggregation: Single sample; budget: Not reported
source locator
Supplementary Table 39 row 5
reproduction note
Reproducibility as printed: Manually curated
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