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Enhancing pathogen identification through AI-assisted metagenomic sequencing

Primary reference; inspect retrieval status and review scope.

Evidence table

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.

15 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-17-d277315f7d76
Property and statement	Original source and location	Review and provenance
attributes.artifact_sha256 aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c Source metadata	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-16T10:41:06Z	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.artifact_url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12493982/fullTextXML Source metadata	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-16T10:41:06Z	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.doi 10.3389/fmicb.2025.1634194 Source metadata	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-16T10:41:06Z	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.hash_scope Exact retrieved primary paper artifact bytes. Source metadata	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-16T10:41:06Z	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.retrieved_at 2026-09-16T10:41:06Z Source metadata	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-16T10:41:06Z	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.review_scope Source identification and table transcription; no independent experimental reproduction. Source metadata	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-16T10:41:06Z	catalogued No individual claim review recorded Audit details Field: `attributes.review_scope` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.url https://pmc.ncbi.nlm.nih.gov/articles/PMC12493982/ Source metadata	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-16T10:41:06Z	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.version version of record Source metadata	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-16T10:41:06Z	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
description Primary reference; inspect retrieval status and review scope. Source metadata	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-16T10:41:06Z	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
facets {} Source metadata	Enhancing pathogen identification through AI-assisted metagenomic sequencing Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-16T10:41:06Z	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact

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Sources and history

Release 2026-09-17-d277315f7d76 · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: expansion-p3-metagenomic-pathogens-2025

url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12493982/
doi: 10.3389/fmicb.2025.1634194
version: version of record
retrieved at: 2026-09-16T10:41:06Z
artifact sha256: aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12493982/fullTextXML
hash scope: Exact retrieved primary paper artifact bytes.
review scope: Source identification and table transcription; no independent experimental reproduction.

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