rewirebio.iobenchmarks
Evaluation

Exomiser Protocol B on KGD

Published 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 2026-10-10-6e93f504adfc · Evidence verified: Not verified

Evidence incomplete

Replay metrics

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Verified: Not verified

Evidence incomplete

Investigate discrepancies

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Missing or unresolved evidence

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  • dependence: verification is missing

Verified: Not verified

Evidence incomplete

Run locally

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

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Verified: Not verified

Evidence incomplete

Validate independently

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Missing or unresolved evidence

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Verified: Not verified

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Read reviewed discrepancy investigations

Evaluation results

1 evaluation · 7 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: Exomiser 13.1.0, Protocol B (Yuan et al. 2024)Protocol: Causal-gene rank in 152 KGD trio-family exomes across parameter protocols (Yuan et al. 2024 Table 1)
Dataset: KingMed in-house trio cohort, 152 families (Yuan et al. 2024)
48% top-1-accuracy
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Exomiser Protocol B on KGD

rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols

Aggregation: Not reported

Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases · Table 1 row (KGD, Exomiser, PROT B), column 'Top1 (%)'
Configuration: Exomiser 13.1.0, Protocol B (Yuan et al. 2024)Protocol: Causal-gene rank in 152 KGD trio-family exomes across parameter protocols (Yuan et al. 2024 Table 1)
Dataset: KingMed in-house trio cohort, 152 families (Yuan et al. 2024)
82.2% top-10-accuracy
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Exomiser Protocol B on KGD

rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols

Aggregation: Not reported

Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases · Table 1 row (KGD, Exomiser, PROT B), column 'Top10 (%)'
Configuration: Exomiser 13.1.0, Protocol B (Yuan et al. 2024)Protocol: Causal-gene rank in 152 KGD trio-family exomes across parameter protocols (Yuan et al. 2024 Table 1)
Dataset: KingMed in-house trio cohort, 152 families (Yuan et al. 2024)
86.8% top-20-accuracy
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Exomiser Protocol B on KGD

rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols

Aggregation: Not reported

Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases · Table 1 row (KGD, Exomiser, PROT B), column 'Top20 (%)'
Configuration: Exomiser 13.1.0, Protocol B (Yuan et al. 2024)Protocol: Causal-gene rank in 152 KGD trio-family exomes across parameter protocols (Yuan et al. 2024 Table 1)
Dataset: KingMed in-house trio cohort, 152 families (Yuan et al. 2024)
90.1% top-30-accuracy
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Exomiser Protocol B on KGD

rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols

Aggregation: Not reported

Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases · Table 1 row (KGD, Exomiser, PROT B), column 'Top30 (%)'
Configuration: Exomiser 13.1.0, Protocol B (Yuan et al. 2024)Protocol: Causal-gene rank in 152 KGD trio-family exomes across parameter protocols (Yuan et al. 2024 Table 1)
Dataset: KingMed in-house trio cohort, 152 families (Yuan et al. 2024)
92.1% top-40-accuracy
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Exomiser Protocol B on KGD

rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols

Aggregation: Not reported

Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases · Table 1 row (KGD, Exomiser, PROT B), column 'Top40 (%)'
Configuration: Exomiser 13.1.0, Protocol B (Yuan et al. 2024)Protocol: Causal-gene rank in 152 KGD trio-family exomes across parameter protocols (Yuan et al. 2024 Table 1)
Dataset: KingMed in-house trio cohort, 152 families (Yuan et al. 2024)
76.3% top-5-accuracy
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Exomiser Protocol B on KGD

rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols

Aggregation: Not reported

Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases · Table 1 row (KGD, Exomiser, PROT B), column 'Top5 (%)'
Configuration: Exomiser 13.1.0, Protocol B (Yuan et al. 2024)Protocol: Causal-gene rank in 152 KGD trio-family exomes across parameter protocols (Yuan et al. 2024 Table 1)
Dataset: KingMed in-house trio cohort, 152 families (Yuan et al. 2024)
92.8% top-50-accuracy
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Exomiser Protocol B on KGD

rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols

Aggregation: Not reported

Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases · Table 1 row (KGD, Exomiser, PROT B), column 'Top50 (%)'

Source checking is not independent reproduction. Release 2026-10-10-6e93f504adfc.

Evaluation procedure

rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols

Configuration
Exomiser 13.1.0, Protocol B (Yuan et al. 2024)
Protocol
Causal-gene rank in 152 KGD trio-family exomes across parameter protocols (Yuan et al. 2024 Table 1)
Dataset
KingMed in-house trio cohort, 152 families (Yuan et al. 2024)
origin
Independent external evaluation
configuration
Primary source as retrieved 2026-10-09
dataset version
As published
split
No split
population
152 KGD trios
inputs
Proband HPO terms and exome VCF; singleton
adaptation
REVEL and MVP pathogenicity sources; singleton
metric implementation
Rank of the causal gene per case
aggregation
Percentage of cases
budget
Top 1 to top 50 genes
protocol id
rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols

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

Reproduction

Split
No split
Adaptation
REVEL and MVP pathogenicity sources; singleton
Scoring implementation
Rank of the causal gene per case

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.

18 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-10-6e93f504adfc
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation
REVEL and MVP pathogenicity sources; singleton
Context-only references
Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases

Original source ↗

Table 1 rows 'KGD', 'Exomiser', PROT 'B'

Version: Scientific Reports 14:2845, published 2024-02-03; PMC10838329 full-text XML
Retrieved: 2026-10-09T21:20:19Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: a5dbb24eb1e29ef8fde2832da1ff49a436464210d0e54d2a1fd10ad764a24b45

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

Inspected artifact

attributes.comparison.aggregation
Percentage of cases
Context-only references
Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases

Original source ↗

Table 1 rows 'KGD', 'Exomiser', PROT 'B'

Version: Scientific Reports 14:2845, published 2024-02-03; PMC10838329 full-text XML
Retrieved: 2026-10-09T21:20:19Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: a5dbb24eb1e29ef8fde2832da1ff49a436464210d0e54d2a1fd10ad764a24b45

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

Inspected artifact

attributes.comparison.budget
Top 1 to top 50 genes
Context-only references
Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases

Original source ↗

Table 1 rows 'KGD', 'Exomiser', PROT 'B'

Version: Scientific Reports 14:2845, published 2024-02-03; PMC10838329 full-text XML
Retrieved: 2026-10-09T21:20:19Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: a5dbb24eb1e29ef8fde2832da1ff49a436464210d0e54d2a1fd10ad764a24b45

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

Inspected artifact

attributes.comparison.dataset_version
As published
Context-only references
Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases

Original source ↗

Table 1 rows 'KGD', 'Exomiser', PROT 'B'

Version: Scientific Reports 14:2845, published 2024-02-03; PMC10838329 full-text XML
Retrieved: 2026-10-09T21:20:19Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: a5dbb24eb1e29ef8fde2832da1ff49a436464210d0e54d2a1fd10ad764a24b45

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

Inspected artifact

attributes.comparison.inputs
Proband HPO terms and exome VCF; singleton
Context-only references
Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases

Original source ↗

Table 1 rows 'KGD', 'Exomiser', PROT 'B'

Version: Scientific Reports 14:2845, published 2024-02-03; PMC10838329 full-text XML
Retrieved: 2026-10-09T21:20:19Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: a5dbb24eb1e29ef8fde2832da1ff49a436464210d0e54d2a1fd10ad764a24b45

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

Inspected artifact

attributes.comparison.metric_implementation
Rank of the causal gene per case
Context-only references
Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases

Original source ↗

Table 1 rows 'KGD', 'Exomiser', PROT 'B'

Version: Scientific Reports 14:2845, published 2024-02-03; PMC10838329 full-text XML
Retrieved: 2026-10-09T21:20:19Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.metric_implementation

Source artifact SHA-256: a5dbb24eb1e29ef8fde2832da1ff49a436464210d0e54d2a1fd10ad764a24b45

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

Inspected artifact

attributes.comparison.population
152 KGD trios
Context-only references
Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases

Original source ↗

Table 1 rows 'KGD', 'Exomiser', PROT 'B'

Version: Scientific Reports 14:2845, published 2024-02-03; PMC10838329 full-text XML
Retrieved: 2026-10-09T21:20:19Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: a5dbb24eb1e29ef8fde2832da1ff49a436464210d0e54d2a1fd10ad764a24b45

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

Inspected artifact

attributes.comparison.protocol_id
rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols
Context-only references
Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases

Original source ↗

Table 1 rows 'KGD', 'Exomiser', PROT 'B'

Version: Scientific Reports 14:2845, published 2024-02-03; PMC10838329 full-text XML
Retrieved: 2026-10-09T21:20:19Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: a5dbb24eb1e29ef8fde2832da1ff49a436464210d0e54d2a1fd10ad764a24b45

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

Inspected artifact

attributes.comparison.split
No split
Context-only references
Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases

Original source ↗

Table 1 rows 'KGD', 'Exomiser', PROT 'B'

Version: Scientific Reports 14:2845, published 2024-02-03; PMC10838329 full-text XML
Retrieved: 2026-10-09T21:20:19Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: a5dbb24eb1e29ef8fde2832da1ff49a436464210d0e54d2a1fd10ad764a24b45

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

Inspected artifact

attributes.origin
independent_paper
Context-only references
Refined preferences of prioritizers improve intelligent diagnosis for Mendelian diseases

Original source ↗

Table 1 rows 'KGD', 'Exomiser', PROT 'B'

Version: Scientific Reports 14:2845, published 2024-02-03; PMC10838329 full-text XML
Retrieved: 2026-10-09T21:20:19Z

not individually reviewed

No individual claim review recorded

independent paper

Audit details

Field: attributes.origin

Source artifact SHA-256: a5dbb24eb1e29ef8fde2832da1ff49a436464210d0e54d2a1fd10ad764a24b45

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

Inspected artifact

Sources and history

Release 2026-10-10-6e93f504adfc · Record review: source checked

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

Stable ID: rare-ranking-20261009-eval-yuan2024-kgd-exomiser-protocol-b

areas
dna-genomes
contexts
clinical_research
origin
independent_paper
protocol
rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols
version
Primary source as retrieved 2026-10-09
comparison
dataset version: As published; split: No split; population: 152 KGD trios; inputs: Proband HPO terms and exome VCF; singleton; adaptation: REVEL and MVP pathogenicity sources; singleton; metric implementation: Rank of the causal gene per case; aggregation: Percentage of cases; budget: Top 1 to top 50 genes; protocol id: rare-ranking-20261009-protocol-yuan2024-kgd-parameter-protocols
source locator
Table 1 rows 'KGD', 'Exomiser', PROT 'B'
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