Result

0.877 accuracy

DETIRE · accuracy · testing viral metagenome dataset

Tested configuration: DETIRE
Task: viral sequence detection
Dataset: testing viral metagenome dataset
Procedure: Hybrid deep learning virus-fragment classifier on paper testing dataset
Evaluation: DETIRE: viral sequence detection
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedDETIRE: a hybrid deep learning model for identifying viral sequences from metagenomes · Table 1, Accuracy row, DETIRE 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: test
Adaptation: Not reported
Scoring implementation: Not reported

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Access requirements and official instructions: viral sequence detection

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

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Evidence table

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.printed_value 0.8772 Individual claims	DETIRE: a hybrid deep learning model for identifying viral sequences from metagenomes Original source ↗ Table 1, Accuracy row, DETIRE column Version: PMC archival version PMC10313334.1 Retrieved: 2026-09-16T10:33:58.392Z	source checked primary xml exact label cell check · 2026-09-16T10:33:58.392Z author reported Audit details Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness. Field: `attributes.printed_value` Claim: claim-lit-b4-018 Source artifact SHA-256: `9ff7d32758620f7b0b0628425f62abff103ca2e33269ce3763383584bcebfc3c` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `9ff7d32758620f7b0b0628425f62abff103ca2e33269ce3763383584bcebfc3c` Extraction artifact

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

DETIRE: a hybrid deep learning model for identifying viral sequences from metagenomes · Original source · PMC archival version PMC10313334.1

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Technical metadata and extraction receipts

Stable ID: lit-b4-018

areas: microbes-communities
tasks: viral sequence detection
printed value: 0.8772
numeric value: 0.8772
metric: accuracy
metric direction: unknown
unit: fraction
uncertainty: Not reported
source locator: Table 1, Accuracy row, DETIRE column
review: method: primary_xml_exact_label_cell_check; reviewer: rewire deterministic table checker v1; reviewed at: 2026-09-16T10:33:58.392Z; notes: Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness.; evidence: Table 1, Accuracy row, DETIRE column; cell: 0.8772; artifact sha256: 9ff7d32758620f7b0b0628425f62abff103ca2e33269ce3763383584bcebfc3c; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC10313334/fullTextXML
legacy id: lit-b4-018
legacy row: id: lit-b4-018; paper id: detire-viral-metagenomes-2023; domain id: microbes-communities; task: viral sequence detection; model: DETIRE; model version: Not reported; dataset: testing viral metagenome dataset; dataset version: Not reported; split: test; metric: accuracy; value: 0.8772; unit: fraction; uncertainty: Not reported; protocol: Hybrid deep learning virus-fragment classifier on paper testing dataset; source locator: Table 1, Accuracy row, DETIRE column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC10313334/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract

Related records

evaluation: DETIRE: viral sequence detection
subject: Reported accuracy for DETIRE

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