0.943 AUROC
FUJISAN · AUROC · FUJISAN test sub-dataset
- Tested configuration
- FUJISAN
- Protocol
- Enzyme-pair functional identity: original held-out test (Enzyme functional identity prediction)
- Dataset
- FUJISAN test sub-dataset
- Procedure
- LightGBM FUJISAN and comparison methods; predictions thresholded to maximizeF 1. Protein-pair splitting is not evidence of disjoint proteins or families. 41,600 protein pairs; balanced functional-identity classes; random 56.25/18.75/25% training/validation/test split.
- Evaluation
- FUJISAN: Enzyme functional identity prediction
- Coverage
- scored: unreported; eligible: unreported
- Uncertainty
- Not reported
- Evidence
- Author-reported evaluation · source checkedEnhanced prediction of protein functional identity through the integration of sequence and structural features; Enhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, FUJISAN row, AUROC column
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.
Reproduction
- Split
- 41,600 protein pairs; balanced functional-identity classes; random 56.25/18.75/25% training/validation/test split.
- Adaptation
- Paper-specific evaluated pipeline; exact checkpoint not inferred from label
- Scoring implementation
- Not reported
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
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.metric_direction higher Individual claims | Enhanced prediction of protein functional identity through the integration of sequence and structural features Table 1, row FUJISAN, column AUROC; XML row2 column8 Version: PMC11609699.1 | source checked automated source review · 2026-09-17 author reported Audit detailsField: Claim: paper-claim-ba3e5648910623299d Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.printed_value 0.9427 Individual claims | Enhanced prediction of protein functional identity through the integration of sequence and structural features Table 1, FUJISAN row, AUROC column Version: PMC11609699.1 | source checked primary xml exact label cell check · 2026-09-16T10:33:35.728Z author reported Audit detailsExact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness. Field: Claim: claim-lit-019 Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record Extraction artifact SHA-256: |
Sources and history
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
2 source records and release history
- Enhanced prediction of protein functional identity through the integration of sequence and structural features · Original source · PMC11609699.1
- Enhanced prediction of protein functional identity through the integration of sequence and structural features · Original source · PMC11609699.1
Technical metadata and extraction receipts
Stable ID: lit-019
- areas
- proteins-complexes
- tasks
- Enzyme functional identity prediction
- printed value
- 0.9427
- numeric value
- 0.9427
- metric
- AUROC
- metric direction
- higher
- unit
- unitless
- uncertainty
- Not reported
- source locator
- Table 1, FUJISAN row, AUROC column
- review
- method: primary_xml_exact_label_cell_check; reviewer: rewire deterministic table checker v1; reviewed at: 2026-09-16T10:33:35.728Z; notes: Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness.; evidence: Table 1, FUJISAN row, AUROC column; cell: 0.9427; artifact sha256: db33e0542005ffae00cd644dfe697185b94c8823d5aee2768620a6db0c48e56f; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11609699/fullTextXML
- legacy id
- lit-019
- legacy row
- id: lit-019; paper id: fujisan-2024; domain id: proteins-complexes; task: Enzyme functional identity prediction; model: FUJISAN; model version: Not reported; dataset: FUJISAN test sub-dataset; dataset version: Not reported; split: Not reported; metric: AUROC; value: 0.9427; unit: unitless; uncertainty: Not reported; protocol: Sequence and structural feature integration; paper-reported test sub-dataset.; source locator: Table 1, FUJISAN row, AUROC column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC11609699/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:25:00Z
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract