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Enhancing pathogen identification through AI-assisted metagenomic sequencing

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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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15 evidence rows 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.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 None recorded 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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Release 2026-09-29-06401fd5b220 · 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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