result · source checked
0.84 F1
TCINet + HTRS · F1 · MetaHIT
- Tested model
- TCINet + HTRS
- Task or benchmark
- pathogen detection
- Dataset
- MetaHIT
- Procedure
- Taxonomy-constrained inference network with hierarchical taxonomy representation
- Evaluation
- TCINet + HTRS: pathogen detection
- 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.
Evaluation results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| TCINet + HTRS: pathogen detection Taxonomy-constrained inference network with hierarchical taxonomy representation Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.84 F1 Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedEnhancing pathogen identification through AI-assisted metagenomic sequencing · Table 3, MetaHIT dataset section, TCINet + HTRS (Ours) row, F1-score column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- Enhancing pathogen identification through AI-assisted metagenomic sequencing · Original source · version of record
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