rewirebio.iobenchmarks
Result

13.4% top-5-accuracy

yuan2022-kmcgd-phenolyzer-top5 top-5-accuracy

Tested configuration
Phenolyzer default, singleton (Yuan et al. 2022)
Protocol
Causal-gene rank in 209 in-house exomes, default singleton runs (Yuan et al. 2022 SM Table 3)
Dataset
KingMed Changsha in-house cohort, 209 solved cases (Yuan et al. 2022)
Procedure
rare-ranking-20261009-protocol-yuan2022-kmcgd-singleton-default
Evaluation
Phenolyzer default singleton on KMCGD 209
Coverage
Not reported scored / Not reported eligible
Uncertainty
Not reported by the source
Evidence
Independent external evaluation · source checkedEvaluation of phenotype-driven gene prioritization methods for Mendelian diseases; Yuan et al. 2022, SM Table 3 (accuracy in each top level experiment) · SM Table 3 row 18 (KMCGD, Phenolyzer), column 'TOP 5(%)'

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.

Reproduction

Split
No split
Adaptation
Default parameters
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.

2 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
Reported result
13.4
Individual claims
Evaluation of phenotype-driven gene prioritization methods for Mendelian diseases

Original source ↗

SM Table 3 row 18 (KMCGD, Phenolyzer), column 'TOP 5(%)'

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Briefings in Bioinformatics 23(2):bbac019, published 2022-02-04; PMC8921623 full-text XML
Retrieved: 2026-10-09T21:18:05Z

source checked

["source-hash-verification","deterministic-table-parse","independent-cell-check"] · 2026-10-09

independent paper

Audit details

Deterministic parse of the pinned docx table XML (extract/extract_rare_ranking.py) with the caption paragraph, header row, dataset labels and method labels asserted. Independent review 2026-10-09: matches SM Table 3 (word/document.xml of the docx). The row is monotone from top 1 to top 50, and the percentage equals a whole number of cases out of the cohort size (305 DDD or 209 KMCGD) at the printed precision. The docx is a member of the Europe PMC supplementaryFiles zip, which is assembled per request (this retrieval: zip SHA-256 b1c6092b3b199b1aa3c7e847e7e4cd2c1faef3c18d5db50be67104859afb86a0); the member matches the pinned hash.

Field: attributes.printed_value

Source artifact SHA-256: a0e15e5a113ecbc1c8a3b17072a4028c55ae53c09ba0677d6fdb7601cfc8f1ca

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

Inspected artifact

Extraction artifact SHA-256: 5a49ff00fe9b6ed8a92786c83cee79da7b2c9b958a6784d41e496ef59f17e707

Extraction artifact

Reported result
13.4
Individual claims
Yuan et al. 2022, SM Table 3 (accuracy in each top level experiment)

Original source ↗

SM Table 3 row 18 (KMCGD, Phenolyzer), column 'TOP 5(%)'

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: sm_table_3_r1_bbac019.docx inside the Europe PMC supplementaryFiles zip for PMC8921623
Retrieved: 2026-10-09T21:18:19Z

source checked

["source-hash-verification","deterministic-table-parse","independent-cell-check"] · 2026-10-09

independent paper

Audit details

Deterministic parse of the pinned docx table XML (extract/extract_rare_ranking.py) with the caption paragraph, header row, dataset labels and method labels asserted. Independent review 2026-10-09: matches SM Table 3 (word/document.xml of the docx). The row is monotone from top 1 to top 50, and the percentage equals a whole number of cases out of the cohort size (305 DDD or 209 KMCGD) at the printed precision. The docx is a member of the Europe PMC supplementaryFiles zip, which is assembled per request (this retrieval: zip SHA-256 b1c6092b3b199b1aa3c7e847e7e4cd2c1faef3c18d5db50be67104859afb86a0); the member matches the pinned hash.

Field: attributes.printed_value

Source artifact SHA-256: 5a49ff00fe9b6ed8a92786c83cee79da7b2c9b958a6784d41e496ef59f17e707

Hash scope: SHA-256 of the docx member (zip SHA-256 2477ed033ada78ae776a159b0cf0a0daa15231a71a6f87ea705e6e4d3d996d41; assembled per request).

Inspected artifact

Extraction artifact SHA-256: 5a49ff00fe9b6ed8a92786c83cee79da7b2c9b958a6784d41e496ef59f17e707

Extraction artifact

Sources and history

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

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

Stable ID: rare-ranking-20261009-result-yuan2022-kmcgd-phenolyzer-top5

metric
top-5-accuracy
metric direction
higher
unit
percent
printed value
13.4
numeric value
13.4
source locator
SM Table 3 row 18 (KMCGD, Phenolyzer), column 'TOP 5(%)'
missing metadata
uncertainty: reason: unreported
metric qualifier
proportion of solved cases with the causal gene within the tool's top-ranked genes
review
method: source-hash-verification; deterministic-table-parse; independent-cell-check; method note: Re-downloaded the artifact and matched its SHA-256. Read the cell with a separate parser written for this review; the extractor script was not imported or run. Checked printed and numeric value, locator, metric, qualifier, unit, direction and the linked evaluation, configuration, protocol and dataset.; reviewer: claude; reviewer note: Separate Claude review agent, independent of the extractor; no human review claimed; date: 2026-10-09; artifact sha256: 5a49ff00fe9b6ed8a92786c83cee79da7b2c9b958a6784d41e496ef59f17e707; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC8921623/supplementaryFiles; note: Deterministic parse of the pinned docx table XML (extract/extract_rare_ranking.py) with the caption paragraph, header row, dataset labels and method labels asserted. Independent review 2026-10-09: matches SM Table 3 (word/document.xml of the docx). The row is monotone from top 1 to top 50, and the percentage equals a whole number of cases out of the cohort size (305 DDD or 209 KMCGD) at the printed precision. The docx is a member of the Europe PMC supplementaryFiles zip, which is assembled per request (this retrieval: zip SHA-256 b1c6092b3b199b1aa3c7e847e7e4cd2c1faef3c18d5db50be67104859afb86a0); the member matches the pinned hash.
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