rewirebio.iobenchmarks
Dataset

Undiluted Seraseq Fusion RNA control, duplicate libraries

Undiluted Seraseq Fusion RNA control, duplicate libraries; bounded primary-source AMP 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

4 evaluations · 16 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: ArribaProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
13 mean Seraseq fusions identified
fusions · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Arriba evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, Arriba row, corresponding column (JATS Tab2)
Configuration: ArribaProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
23.5 mean total fusions identified
fusions · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Arriba evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, Arriba row, corresponding column (JATS Tab2)
Configuration: ArribaProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
55.3% precision
% · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Arriba evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, Arriba row, corresponding column (JATS Tab2)
Configuration: ArribaProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
92.9% sensitivity
% · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Arriba evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, Arriba row, corresponding column (JATS Tab2)
Configuration: EnFusion 3 callers + filter + known fusion listProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
14 mean Seraseq fusions identified
fusions · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

EnFusion 3 callers + filter + known fusion list evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, EnFusion 3 callers + filter + known fusion list row, corresponding column (JATS Tab2)
Configuration: EnFusion 3 callers + filter + known fusion listProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
14 mean total fusions identified
fusions · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

EnFusion 3 callers + filter + known fusion list evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, EnFusion 3 callers + filter + known fusion list row, corresponding column (JATS Tab2)
Configuration: EnFusion 3 callers + filter + known fusion listProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
100% precision
% · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

EnFusion 3 callers + filter + known fusion list evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, EnFusion 3 callers + filter + known fusion list row, corresponding column (JATS Tab2)
Configuration: EnFusion 3 callers + filter + known fusion listProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
100% sensitivity
% · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

EnFusion 3 callers + filter + known fusion list evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, EnFusion 3 callers + filter + known fusion list row, corresponding column (JATS Tab2)
Configuration: EnFusion 3 callersProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
14 mean Seraseq fusions identified
fusions · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

EnFusion 3 callers evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, EnFusion 3 callers row, corresponding column (JATS Tab2)
Configuration: EnFusion 3 callersProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
15.5 mean total fusions identified
fusions · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

EnFusion 3 callers evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, EnFusion 3 callers row, corresponding column (JATS Tab2)
Configuration: EnFusion 3 callersProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
90.3% precision
% · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

EnFusion 3 callers evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, EnFusion 3 callers row, corresponding column (JATS Tab2)
Configuration: EnFusion 3 callersProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
100% sensitivity
% · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

EnFusion 3 callers evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, EnFusion 3 callers row, corresponding column (JATS Tab2)
Configuration: STAR-FusionProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
14 mean Seraseq fusions identified
fusions · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

STAR-Fusion evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, STAR-Fusion row, corresponding column (JATS Tab2)
Configuration: STAR-FusionProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
32 mean total fusions identified
fusions · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

STAR-Fusion evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, STAR-Fusion row, corresponding column (JATS Tab2)
Configuration: STAR-FusionProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
43.6% precision
% · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

STAR-Fusion evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, STAR-Fusion row, corresponding column (JATS Tab2)
Configuration: STAR-FusionProtocol: EnFusion undiluted Seraseq duplicate benchmark
Dataset: Undiluted Seraseq Fusion RNA control, duplicate libraries
100% sensitivity
% · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

STAR-Fusion evaluation

Consensus ≥3 callers, with specified filtering and known fusion list rescue; Table 2 displays mean of duplicate undiluted experiments. Only 14 Seraseq fusions are positive; all others counted false positive. Comparators processed by same authors.

Aggregation: Not reported

Discovery of clinically relevant fusions in pediatric cancer · Table 2, STAR-Fusion row, corresponding column (JATS Tab2)

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.

7 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.accession
PRJNA679580
Context-only references
Discovery of clinically relevant fusions in pediatric cancer

Original source ↗

No field-specific location recorded

Version: Europe PMC fullTextXML retrieved 2026-10-07T12:25:20.810843+00:00
Retrieved: 2026-10-07T12:25:20.810843+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.accession

Source artifact SHA-256: a5fd574d3b186fa29f835aff44491e1d1d0447ea2352f627c21f95ca666e9225

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

Inspected artifact

attributes.assay
500 ng input; rRNA depletion and NEBNext Ultra II directional RNA-seq; HiSeq 4000 2×151 bp, overall Seraseq mean 149 million read pairs (range 86–227 million)
Context-only references
Discovery of clinically relevant fusions in pediatric cancer

Original source ↗

No field-specific location recorded

Version: Europe PMC fullTextXML retrieved 2026-10-07T12:25:20.810843+00:00
Retrieved: 2026-10-07T12:25:20.810843+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.assay

Source artifact SHA-256: a5fd574d3b186fa29f835aff44491e1d1d0447ea2352f627c21f95ca666e9225

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

Inspected artifact

attributes.population
14 cancer-associated synthetic fusion RNAs in GM24385 background; duplicate experiments
Context-only references
Discovery of clinically relevant fusions in pediatric cancer

Original source ↗

No field-specific location recorded

Version: Europe PMC fullTextXML retrieved 2026-10-07T12:25:20.810843+00:00
Retrieved: 2026-10-07T12:25:20.810843+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.population

Source artifact SHA-256: a5fd574d3b186fa29f835aff44491e1d1d0447ea2352f627c21f95ca666e9225

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

Inspected artifact

attributes.split
pipeline optimization set; no independent held-out partition
Context-only references
Discovery of clinically relevant fusions in pediatric cancer

Original source ↗

No field-specific location recorded

Version: Europe PMC fullTextXML retrieved 2026-10-07T12:25:20.810843+00:00
Retrieved: 2026-10-07T12:25:20.810843+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.split

Source artifact SHA-256: a5fd574d3b186fa29f835aff44491e1d1d0447ea2352f627c21f95ca666e9225

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

Inspected artifact

attributes.version
Not reported
Context-only references
Discovery of clinically relevant fusions in pediatric cancer

Original source ↗

No field-specific location recorded

Version: Europe PMC fullTextXML retrieved 2026-10-07T12:25:20.810843+00:00
Retrieved: 2026-10-07T12:25:20.810843+00:00

missing or unspecified

No individual claim review recorded

Audit details

Field: attributes.version

Source artifact SHA-256: a5fd574d3b186fa29f835aff44491e1d1d0447ea2352f627c21f95ca666e9225

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

Inspected artifact

description
Undiluted Seraseq Fusion RNA control, duplicate libraries; bounded primary-source AMP candidate.
Context-only references
Discovery of clinically relevant fusions in pediatric cancer

Original source ↗

No field-specific location recorded

Version: Europe PMC fullTextXML retrieved 2026-10-07T12:25:20.810843+00:00
Retrieved: 2026-10-07T12:25:20.810843+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: a5fd574d3b186fa29f835aff44491e1d1d0447ea2352f627c21f95ca666e9225

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

Inspected artifact

name
Undiluted Seraseq Fusion RNA control, duplicate libraries
Context-only references
Discovery of clinically relevant fusions in pediatric cancer

Original source ↗

No field-specific location recorded

Version: Europe PMC fullTextXML retrieved 2026-10-07T12:25:20.810843+00:00
Retrieved: 2026-10-07T12:25:20.810843+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: a5fd574d3b186fa29f835aff44491e1d1d0447ea2352f627c21f95ca666e9225

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

Inspected artifact

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-oncology-rna-20261007-dataset-enfusion-seraseq

areas
dna-genomes
accession
PRJNA679580
assay
500 ng input; rRNA depletion and NEBNext Ultra II directional RNA-seq; HiSeq 4000 2×151 bp, overall Seraseq mean 149 million read pairs (range 86–227 million)
missing metadata
None recorded
population
14 cancer-associated synthetic fusion RNAs in GM24385 background; duplicate experiments
split
pipeline optimization set; no independent held-out partition
version
Not reported
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