Result

0.84 F1

TCINet + HTRS · F1 · MetaHIT

Tested pipeline: TCINet + HTRS
Task: pathogen detection
Dataset: MetaHIT
Procedure: Taxonomy-constrained inference network with hierarchical taxonomy representation
Evaluation: TCINet + HTRS: pathogen detection
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedEnhancing pathogen identification through AI-assisted metagenomic sequencing · Table 3, MetaHIT dataset section, TCINet + HTRS (Ours) row, F1-score 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: Not reported
Adaptation: Not reported
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.

Access requirements and official instructions: pathogen 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

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.

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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 0.84 Individual claims	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ Table 3, MetaHIT dataset section, TCINet + HTRS (Ours) row, F1-score column Version: version of record Retrieved: 2026-09-16T10:41:06Z	source checked independent ai table review · 2026-09-16T10:41:06Z author reported Source has a recorded evidence concern. Consult its source page before using the claim. Audit details MetaHIT block TCINet+HTRS F1-score. Transcription verified; experimental claims not independently reproduced. Field: `attributes.printed_value` Claim: claim-lit-b4-017 Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Extraction artifact

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Sources and history

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

1 source records and release history

Enhancing pathogen identification through AI-assisted metagenomic sequencing · Original source · version of record

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Technical metadata and extraction receipts

Stable ID: lit-b4-017

areas: microbes-communities
tasks: pathogen detection
printed value: 0.84
numeric value: 0.84
metric: F1
metric direction: unknown
unit: fraction
uncertainty: Not reported
source locator: Table 3, MetaHIT dataset section, TCINet + HTRS (Ours) row, F1-score column
review: method: independent_ai_table_review; reviewer: Codex primary curator table review; reviewed at: 2026-09-16T10:41:06Z; notes: MetaHIT block TCINet+HTRS F1-score. Transcription verified; experimental claims not independently reproduced.; evidence: 0.84; artifact sha256: aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12493982/fullTextXML
legacy id: lit-b4-017
legacy row: id: lit-b4-017; paper id: metagenomic-pathogens-2025; domain id: microbes-communities; task: pathogen detection; model: TCINet + HTRS; model version: Not reported; dataset: MetaHIT; dataset version: Not reported; split: Not reported; metric: F1; value: 0.84; unit: fraction; uncertainty: Not reported; protocol: Taxonomy-constrained inference network with hierarchical taxonomy representation; source locator: Table 3, MetaHIT dataset section, TCINet + HTRS (Ours) row, F1-score column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12493982/; 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; split: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract

Related records

evaluation: TCINet + HTRS: pathogen detection
subject: Reported F1 for TCINet + HTRS

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