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Enhancing pathogen identification through AI-assisted metagenomic sequencing

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Evidence

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29 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_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 Source has a recorded evidence concern. Consult its source page before using the claim. Audit details Field: `attributes.artifact_retrieved_at` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
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 Source has a recorded evidence concern. Consult its source page before using the claim. Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record 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 Source has a recorded evidence concern. Consult its source page before using the claim. Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record 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 Source has a recorded evidence concern. Consult its source page before using the claim. Audit details Field: `attributes.doi` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.evidence_concerns 1 values source id metagenomic-pathogens-2025 message The paper reports a MetaHIT/iHMP sequencing experiment in Section 4.3 and Table 3, but that section does not identify exact samples, split manifests or construction of its taxonomic reference labels. The five-fold procedure in Section 4.2 is described for different text/image datasets and cannot safely be assigned to this result. The printed score is retained; protocol identity remains unresolved and the row is excluded from comparisons. source locator Section 4.2 Experimental details versus the additional metagenomic experiment in Section 4.3 and Table 3 artifact sha256 aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c reviewed at 2026-09-16T20:07:20.757932+00:00 review method automated_primary_source_review 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 Source has a recorded evidence concern. Consult its source page before using the claim. Audit details Field: `attributes.evidence_concerns` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.legacy_paper.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 Source has a recorded evidence concern. Consult its source page before using the claim. Audit details Field: `attributes.legacy_paper.doi` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.legacy_paper.id metagenomic-pathogens-2025 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 Source has a recorded evidence concern. Consult its source page before using the claim. Audit details Field: `attributes.legacy_paper.id` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.legacy_paper.notes Primary full text verified via Europe PMC fullTextXML; venue: Frontiers in Microbiology; PMC ID: PMC12493982. Primary article has mixed biomedical-text and metagenomics assessments; selected MetaHIT pathogen-detection table only. 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 Source has a recorded evidence concern. Consult its source page before using the claim. Audit details Field: `attributes.legacy_paper.notes` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.legacy_paper.primary_domain microbes-communities 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 Source has a recorded evidence concern. Consult its source page before using the claim. Audit details Field: `attributes.legacy_paper.primary_domain` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.legacy_paper.publication_status peer_reviewed 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 Source has a recorded evidence concern. Consult its source page before using the claim. Audit details Field: `attributes.legacy_paper.publication_status` Source artifact SHA-256: `aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

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Release 2026-09-29-06401fd5b220 · Record review: discovered

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Stable ID: metagenomic-pathogens-2025

areas: microbes-communities
url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12493982/
version: version of record
retrieved at: 2026-09-15T23:37:05Z
doi: 10.3389/fmicb.2025.1634194
publication status: peer_reviewed
year: 2025
artifact sha256: aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12493982/fullTextXML
artifact retrieved at: 2026-09-16T10:41:06Z
legacy paper: id: metagenomic-pathogens-2025; title: Enhancing pathogen identification through AI-assisted metagenomic sequencing; year: 2025; publication status: peer_reviewed; version: version of record; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12493982/; primary domain: microbes-communities; retrieved utc: 2026-09-15T23:37:05Z; notes: Primary full text verified via Europe PMC fullTextXML; venue: Frontiers in Microbiology; PMC ID: PMC12493982. Primary article has mixed biomedical-text and metagenomics assessments; selected MetaHIT pathogen-detection table only.; doi: 10.3389/fmicb.2025.1634194
scope decision: included
missing metadata: licence: not_reported_in_legacy_extract
evidence concerns: source id: metagenomic-pathogens-2025; message: The paper reports a MetaHIT/iHMP sequencing experiment in Section 4.3 and Table 3, but that section does not identify exact samples, split manifests or construction of its taxonomic reference labels. The five-fold procedure in Section 4.2 is described for different text/image datasets and cannot safely be assigned to this result. The printed score is retained; protocol identity remains unresolved and the row is excluded from comparisons.; source locator: Section 4.2 Experimental details versus the additional metagenomic experiment in Section 4.3 and Table 3; artifact sha256: aa88de1b0f0fd7ba1fedc1074bba9ba6ce199a0b723072a04d531db4585ae77c; reviewed at: 2026-09-16T20:07:20.757932+00:00; review method: automated_primary_source_review

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