rewirebio.iobenchmarks
Dataset

UCSF respiratory RNA mNGS original-testing sensitivity cohort

UCSF respiratory RNA mNGS original-testing sensitivity cohort; bounded primary-source candidate.

Research readiness

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

Release 2026-10-07-1448159e6a81 · 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 · 1 result. 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: UCSF respiratory RNA mNGS original-testing sensitivity tested configurationProtocol: UCSF respiratory RNA mNGS original-testing sensitivity protocol
Dataset: UCSF respiratory RNA mNGS original-testing sensitivity cohort
93.6% (103 of 110) sensitivity_against_original_rvp_testing
percent · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

UCSF respiratory RNA mNGS original-testing sensitivity

amp-20261007-rna-pathogens-protocol

Aggregation: Not reported

Tan et al., Nature Communications 15, 9016 (2024) · PMC11558004 Results paragraph Par15; Table 1 Tab1 Accuracy / Original testing; Fig. 6A. Methods Par34 and Par38 define reference assays and mixed-target weighting.

Source checking is not independent reproduction. Release 2026-10-07-1448159e6a81.

Dataset and evaluation context

A dataset supplies biological observations. The evaluation protocol defines how those observations are split, used and scored.

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.

5 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-07-1448159e6a81
Property and statementOriginal source and locationReview and provenance
attributes.population
191 residual UCSF clinical samples: 110 RVP-virus-positive, 81 negative. Results says positive 104 upper respiratory swabs + 6 BAL; Methods instead 103 + 7, retained unresolved.
Context-only references
Tan et al., Nature Communications 15, 9016 (2024)

Original source ↗

No field-specific location recorded

Version: Tan et al., Nature Communications 15, 9016 (2024)
Retrieved: 2026-10-07T12:24:59.206377+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.population

Source artifact SHA-256: 4b701cdeaf16c948591a34576390dbaed033a123ea9c8bace661b6822889abf6

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

attributes.split
Residual clinical accuracy cohort; no model training/test split reported
Context-only references
Tan et al., Nature Communications 15, 9016 (2024)

Original source ↗

No field-specific location recorded

Version: Tan et al., Nature Communications 15, 9016 (2024)
Retrieved: 2026-10-07T12:24:59.206377+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.split

Source artifact SHA-256: 4b701cdeaf16c948591a34576390dbaed033a123ea9c8bace661b6822889abf6

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

attributes.version
Not reported
Context-only references
Tan et al., Nature Communications 15, 9016 (2024)

Original source ↗

No field-specific location recorded

Version: Tan et al., Nature Communications 15, 9016 (2024)
Retrieved: 2026-10-07T12:24:59.206377+00:00

missing or unspecified

No individual claim review recorded

Audit details

Field: attributes.version

Source artifact SHA-256: 4b701cdeaf16c948591a34576390dbaed033a123ea9c8bace661b6822889abf6

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

description
UCSF respiratory RNA mNGS original-testing sensitivity cohort; bounded primary-source candidate.
Context-only references
Tan et al., Nature Communications 15, 9016 (2024)

Original source ↗

No field-specific location recorded

Version: Tan et al., Nature Communications 15, 9016 (2024)
Retrieved: 2026-10-07T12:24:59.206377+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 4b701cdeaf16c948591a34576390dbaed033a123ea9c8bace661b6822889abf6

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

name
UCSF respiratory RNA mNGS original-testing sensitivity cohort
Context-only references
Tan et al., Nature Communications 15, 9016 (2024)

Original source ↗

No field-specific location recorded

Version: Tan et al., Nature Communications 15, 9016 (2024)
Retrieved: 2026-10-07T12:24:59.206377+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: 4b701cdeaf16c948591a34576390dbaed033a123ea9c8bace661b6822889abf6

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

Sources and history

View linked audit checks and correction history

Release 2026-10-07-1448159e6a81 · Record review: source checked

1 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: amp-20261007-rna-pathogens-dataset

areas
rna-transcriptomes
method types
conventional_pipeline
tasks
pathogen_detection
missing metadata
version: No immutable dataset version extracted
population
191 residual UCSF clinical samples: 110 RVP-virus-positive, 81 negative. Results says positive 104 upper respiratory swabs + 6 BAL; Methods instead 103 + 7, retained unresolved.
split
Residual clinical accuracy cohort; no model training/test split reported
version
Not reported
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