Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification
Primary source retrieved and hashed for the EGFR NSCLC evidence-retrieval use-case pass.
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.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
19 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.archive_note Not archived: CC BY-NC-ND 4.0; the hash pins the bytes read. Source metadata | Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification No field-specific location recorded Version: npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.artifact_sha256 09c67fcaf7b367d74500db5fd015968389371dcb9ee5a37ccc83241aa63c0f80 Source metadata | Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification No field-specific location recorded Version: npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.artifact_url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12078457/fullTextXML Source metadata | Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification No field-specific location recorded Version: npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.doi 10.1038/s41698-025-00935-4 Source metadata | Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification No field-specific location recorded Version: npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.licence CC-BY-NC-ND-4.0 Source metadata | Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification No field-specific location recorded Version: npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.media_type application/xml Source metadata | Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification No field-specific location recorded Version: npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.publication_status peer_reviewed Source metadata | Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification No field-specific location recorded Version: npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.retrieved_at 2026-10-09T20:43:36Z Source metadata | Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification No field-specific location recorded Version: npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.source_locator Full artifact bytes; per-record locators on each record Source metadata | Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification No field-specific location recorded Version: npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.url https://doi.org/10.1038/s41698-025-00935-4 Source metadata | Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification No field-specific location recorded Version: npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
Release 2026-10-09-ba02f2f4a36e · Record review: source checked
Technical metadata and extraction receipts
Stable ID: egfrnsclc-20261009-source-lin2025
- areas
- dna-genomes
- contexts
- clinical_research
- url
- https://doi.org/10.1038/s41698-025-00935-4
- artifact url
- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12078457/fullTextXML
- version
- npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML
- retrieved at
- 2026-10-09T20:43:36Z
- artifact sha256
- 09c67fcaf7b367d74500db5fd015968389371dcb9ee5a37ccc83241aa63c0f80
- publication status
- peer_reviewed
- media type
- application/xml
- source locator
- Full artifact bytes; per-record locators on each record
- doi
- 10.1038/s41698-025-00935-4
- licence
- CC-BY-NC-ND-4.0
- archive note
- Not archived: CC BY-NC-ND 4.0; the hash pins the bytes read.