rewirebio.iobenchmarks
Protocol

Local likelihood ratio at developer-recommended thresholds (Pejaver et al. 2022 Table 3)

Local positive likelihood ratio, from the ClinVar 2019 posterior curves, at the default thresholds of SIFT, PolyPhen-2 and CADD, judged against the PP3 Supporting cut-off.

3 evaluations · 3 results

Overview

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3 recorded evaluations, 3 metric rows. A comparison chart has not yet been validated for these results. The table retains the individual findings and their sources.

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Results

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All evaluations

3 evaluations · 3 results. Different protocols are not a single leaderboard.

Protocol: Local likelihood ratio at developer-recommended thresholds (Pejaver et al. 2022 Table 3) · Dataset: ClinVar 2019 calibration set (Pejaver et al. 2022)

Sorted by Likelihood ratio (local positive likelihood ratio at the developer threshold (0.050), PP3 Supporting requires 2.406) (higher is better). The best value in each column is highlighted. Decimals are rounded for display; each value links to the printed value and its source.

Tested configurationLikelihood ratio (local positive likelihood ratio at the developer threshold (0.050), PP3 Supporting requires 2.406)Likelihood ratio (local positive likelihood ratio at the developer threshold (0.902), PP3 Supporting requires 2.406)Likelihood ratio (local positive likelihood ratio at the developer threshold (20.000), PP3 Supporting requires 2.406)
SIFT (Pejaver et al. 2022 calibration)Evaluation0.048Not reportedNot reported
CADD (Pejaver et al. 2022 calibration)EvaluationNot reportedNot reported0.157
PolyPhen-2 (Pejaver et al. 2022 calibration)EvaluationNot reported1.99Not reported
All 3 result rows with coverage, uncertainty and sources
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Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: CADD (Pejaver et al. 2022 calibration)Protocol: Local likelihood ratio at developer-recommended thresholds (Pejaver et al. 2022 Table 3)
Dataset: ClinVar 2019 calibration set (Pejaver et al. 2022)
0.157 Likelihood ratio (local positive likelihood ratio at the developer threshold (20.000), PP3 Supporting requires 2.406)
unitless · higher

Uncertainty: 95% CI 0.107 to 0.215. Calculated by the bootstrapping method (Table 3 footnote)

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

CADD at developer threshold 20.000: local likelihood ratio (Pejaver et al. 2022)

vep-uc-20261014-protocol-pejaver2022-developer-threshold-lr

Aggregation: Not reported

Pejaver et al. 2022, Am J Hum Genet 109:2163 (Europe PMC full text XML) · Table 3, row 'CADD', column 'lr +'
Configuration: PolyPhen-2 (Pejaver et al. 2022 calibration)Protocol: Local likelihood ratio at developer-recommended thresholds (Pejaver et al. 2022 Table 3)
Dataset: ClinVar 2019 calibration set (Pejaver et al. 2022)
1.99 Likelihood ratio (local positive likelihood ratio at the developer threshold (0.902), PP3 Supporting requires 2.406)
unitless · higher

Uncertainty: 95% CI 1.560 to 2.492. Calculated by the bootstrapping method (Table 3 footnote)

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

PolyPhen-2 at developer threshold 0.902: local likelihood ratio (Pejaver et al. 2022)

vep-uc-20261014-protocol-pejaver2022-developer-threshold-lr

Aggregation: Not reported

Pejaver et al. 2022, Am J Hum Genet 109:2163 (Europe PMC full text XML) · Table 3, row 'PolyPhen-2', column 'lr +'
Configuration: SIFT (Pejaver et al. 2022 calibration)Protocol: Local likelihood ratio at developer-recommended thresholds (Pejaver et al. 2022 Table 3)
Dataset: ClinVar 2019 calibration set (Pejaver et al. 2022)
0.048 Likelihood ratio (local positive likelihood ratio at the developer threshold (0.050), PP3 Supporting requires 2.406)
unitless · higher

Uncertainty: 95% CI 0.025 to 0.075. Calculated by the bootstrapping method (Table 3 footnote)

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

SIFT at developer threshold 0.050: local likelihood ratio (Pejaver et al. 2022)

vep-uc-20261014-protocol-pejaver2022-developer-threshold-lr

Aggregation: Not reported

Pejaver et al. 2022, Am J Hum Genet 109:2163 (Europe PMC full text XML) · Table 3, row 'SIFT', column 'lr +'

Source checking is not independent reproduction. Release 2026-10-22-1b7cf027e4f6.

Methods and evaluation design

Procedure, tasks and evaluated configurations

Recorded evaluations

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Baseline coverage

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External evaluations
3

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Protocol coverage CSV (gzip) · Model evaluation matrix (gzip) · Source table (gzip) · Release and checksums (gzip)

Coverage is derived from release 2026-10-22-1b7cf027e4f6. Source citations describe the original records; they do not validate an unreviewed baseline proposal. No results have been generated by this audit.

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Strengths, limitations and unresolved questions

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Evidence table

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Claims, original sources and review scope · Release 2026-10-22-1b7cf027e4f6
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Sources and history

Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: vep-uc-20261014-protocol-pejaver2022-developer-threshold-lr

areas
dna-genomes
contexts
clinical_research
protocol
Read the local positive likelihood ratio at each tool's developer-recommended pathogenicity threshold and compare it with 2.406 (PP3 Supporting).
task
Evidence strength of developer thresholds
metric
likelihood-ratio
metric direction
higher
unit
unitless
metric implementation
Local positive likelihood ratio at the threshold with 95% bootstrap confidence interval
version
Pejaver et al. 2022, Table 3
publication status
peer_reviewed
source locator
Table 3 and footnote; Results 'Investigation of commonly used developer-recommended thresholds'
limitations
Calibration is genome-wide (average over genes); Tejura et al. 2024 report that about 70% of the gene-level REVEL and BayesDel intervals with enough control variants exceeded the number of incorrect predictions the genome-wide recommendations imply.; Labels are ClinVar classifications; the authors assume computational evidence had no major role in them (Stenton et al. 2024, Table 1).; Evidence strength was judged on the point estimate of the likelihood ratio (Table 3 footnote).
review
reviewer: claude; reviewer note: Claude review agent; no human review claimed. Independent Claude (Opus 5.5) review agent, separate from the extraction agent that built this batch. Automated review only. Transcription, not reproduction.; reviewed at: 2026-10-14T16:00:00Z; artifact sha256: a78c7bcaacb0ccb72291264bbe7c1f9a16867b0c6207dcbb45c3c59a14af6b3b; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC9748256/fullTextXML; method: source-hash-verification; ai-assisted-source-review; method note: Checked against the Methods, table captions and author lists of the pinned sources.; note: Checked; see the dated review for rulings on origin and carried-over rows.
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