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Configuration

BayesDel, BP4 ≤0.15 and PP3 ≥0.28 (Ramadane-Morchadi et al. 2025)

BayesDel with three-category PP3/BP4 thresholds.

2 evaluations · 8 results

Overview

BayesDel with three-category PP3/BP4 thresholds.

Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.

Evaluations and results

2 evaluations · 8 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: BayesDel, BP4 ≤0.15 and PP3 ≥0.28 (Ramadane-Morchadi et al. 2025)Protocol: BRCA1 MAVE LoF discrimination at the PP3 threshold (Ramadane-Morchadi et al. 2025 Table 2)
Dataset: BRCA1 RING and BRCT missense variants with saturation genome editing functional class (Findlay et al. 2018), LoF versus FUNC
85.6% accuracy
percent · higher

Uncertainty: 95% CI 83.7 to 87.3

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

BayesDel ≥0.28, BRCA1 MAVE LoF discrimination (Ramadane-Morchadi et al. 2025)

brca-20261009-protocol-ramadane2025-binary

Aggregation: Not reported

ACMG/AMP interpretation of BRCA1 missense variants: Structure-informed scores add evidence strength granularity to the PP3/BP4 computational evidence · Table 2, 'BD' group, row '≥0.28', column 'Accuracy'
Configuration: BayesDel, BP4 ≤0.15 and PP3 ≥0.28 (Ramadane-Morchadi et al. 2025)Protocol: BRCA1 MAVE LoF discrimination at the PP3 threshold (Ramadane-Morchadi et al. 2025 Table 2)
Dataset: BRCA1 RING and BRCT missense variants with saturation genome editing functional class (Findlay et al. 2018), LoF versus FUNC
93.8% negative-predictive-value
percent · higher

Uncertainty: 95% CI 92.5 to 94.9

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

BayesDel ≥0.28, BRCA1 MAVE LoF discrimination (Ramadane-Morchadi et al. 2025)

brca-20261009-protocol-ramadane2025-binary

Aggregation: Not reported

ACMG/AMP interpretation of BRCA1 missense variants: Structure-informed scores add evidence strength granularity to the PP3/BP4 computational evidence · Table 2, 'BD' group, row '≥0.28', column 'NPV'
Configuration: BayesDel, BP4 ≤0.15 and PP3 ≥0.28 (Ramadane-Morchadi et al. 2025)Protocol: BRCA1 MAVE LoF discrimination at the PP3 threshold (Ramadane-Morchadi et al. 2025 Table 2)
Dataset: BRCA1 RING and BRCT missense variants with saturation genome editing functional class (Findlay et al. 2018), LoF versus FUNC
64.1% precision
percent · higher

Uncertainty: 95% CI 60.3 to 67.6

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

BayesDel ≥0.28, BRCA1 MAVE LoF discrimination (Ramadane-Morchadi et al. 2025)

brca-20261009-protocol-ramadane2025-binary

Aggregation: Not reported

ACMG/AMP interpretation of BRCA1 missense variants: Structure-informed scores add evidence strength granularity to the PP3/BP4 computational evidence · Table 2, 'BD' group, row '≥0.28', column 'PPV'
Configuration: BayesDel, BP4 ≤0.15 and PP3 ≥0.28 (Ramadane-Morchadi et al. 2025)Protocol: BRCA1 MAVE LoF discrimination at the PP3 threshold (Ramadane-Morchadi et al. 2025 Table 2)
Dataset: BRCA1 RING and BRCT missense variants with saturation genome editing functional class (Findlay et al. 2018), LoF versus FUNC
79.8% recall
percent · higher

Uncertainty: 95% CI 75.1 to 84.0

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

BayesDel ≥0.28, BRCA1 MAVE LoF discrimination (Ramadane-Morchadi et al. 2025)

brca-20261009-protocol-ramadane2025-binary

Aggregation: Not reported

ACMG/AMP interpretation of BRCA1 missense variants: Structure-informed scores add evidence strength granularity to the PP3/BP4 computational evidence · Table 2, 'BD' group, row '≥0.28', column 'Sensitivity'
Configuration: BayesDel, BP4 ≤0.15 and PP3 ≥0.28 (Ramadane-Morchadi et al. 2025)Protocol: BRCA1 MAVE LoF discrimination at the PP3 threshold (Ramadane-Morchadi et al. 2025 Table 2)
Dataset: BRCA1 RING and BRCT missense variants with saturation genome editing functional class (Findlay et al. 2018), LoF versus FUNC
87.2% specificity
percent · higher

Uncertainty: 95% CI 85.2 to 89.1

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

BayesDel ≥0.28, BRCA1 MAVE LoF discrimination (Ramadane-Morchadi et al. 2025)

brca-20261009-protocol-ramadane2025-binary

Aggregation: Not reported

ACMG/AMP interpretation of BRCA1 missense variants: Structure-informed scores add evidence strength granularity to the PP3/BP4 computational evidence · Table 2, 'BD' group, row '≥0.28', column 'Specificity'
Configuration: BayesDel, BP4 ≤0.15 and PP3 ≥0.28 (Ramadane-Morchadi et al. 2025)Protocol: BRCA1 MAVE PP3/BP4 evidence strength by score threshold (Ramadane-Morchadi et al. 2025 Table 1)
Dataset: BRCA1 RING and BRCT missense variants with saturation genome editing functional class (Findlay et al. 2018), LoF versus FUNC
−2.923 log2-likelihood-ratio
unitless · lower

Uncertainty: 95% CI -3.401 to -2.444

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

BayesDel, BP4 ≤0.15 and PP3 ≥0.28, BRCA1 MAVE evidence strength (Ramadane-Morchadi et al. 2025)

brca-20261009-protocol-ramadane2025-pp3-bp4

Aggregation: Not reported

ACMG/AMP interpretation of BRCA1 missense variants: Structure-informed scores add evidence strength granularity to the PP3/BP4 computational evidence · Table 1, row 10 ('BD' group), column 'Benignity evidence (BP4): Evidence strength, log 2 LR (95% CI)'
Configuration: BayesDel, BP4 ≤0.15 and PP3 ≥0.28 (Ramadane-Morchadi et al. 2025)Protocol: BRCA1 MAVE PP3/BP4 evidence strength by score threshold (Ramadane-Morchadi et al. 2025 Table 1)
Dataset: BRCA1 RING and BRCT missense variants with saturation genome editing functional class (Findlay et al. 2018), LoF versus FUNC
14% proportion
percent · lower

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

BayesDel, BP4 ≤0.15 and PP3 ≥0.28, BRCA1 MAVE evidence strength (Ramadane-Morchadi et al. 2025)

brca-20261009-protocol-ramadane2025-pp3-bp4

Aggregation: Not reported

ACMG/AMP interpretation of BRCA1 missense variants: Structure-informed scores add evidence strength granularity to the PP3/BP4 computational evidence · Table 1, row 10 ('BD' group), column 'No bioinformatic code applicable'
Configuration: BayesDel, BP4 ≤0.15 and PP3 ≥0.28 (Ramadane-Morchadi et al. 2025)Protocol: BRCA1 MAVE PP3/BP4 evidence strength by score threshold (Ramadane-Morchadi et al. 2025 Table 1)
Dataset: BRCA1 RING and BRCT missense variants with saturation genome editing functional class (Findlay et al. 2018), LoF versus FUNC
2.64 log2-likelihood-ratio
unitless · higher

Uncertainty: 95% CI 2.415 to 2.872

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

BayesDel, BP4 ≤0.15 and PP3 ≥0.28, BRCA1 MAVE evidence strength (Ramadane-Morchadi et al. 2025)

brca-20261009-protocol-ramadane2025-pp3-bp4

Aggregation: Not reported

ACMG/AMP interpretation of BRCA1 missense variants: Structure-informed scores add evidence strength granularity to the PP3/BP4 computational evidence · Table 1, row 10 ('BD' group), column 'Pathogenicity evidence (PP3): Evidence strength, log 2 LR (95% CI)'

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Release 2026-10-10-84341e0b121f · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: brca-20261009-config-ramadane2025-bayesdel-0-15-0-28

areas
dna-genomes
contexts
clinical_research
method types
supervised_machine_learning
reported name
BayesDel
foundation model eligible
false
protocol
BP4 if score ≤0.15, PP3 if score ≥0.28, no computational code in between
source locator
Table 1; Material and methods paragraphs 2-4
missing metadata
version: reason: unreported; note: Scores from dbNSFP through the Ensembl Variant Effect Predictor; releases not stated
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