Source

mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset

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.

14 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 ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44 Source metadata	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-17T07:54:55.838677+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.artifact_url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12644827/fullTextXML Source metadata	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-17T07:54:55.838677+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.hash_scope Exact retrieved primary paper artifact bytes. Source metadata	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-17T07:54:55.838677+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.retrieved_at 2026-09-17T07:54:55.838677+00:00 Source metadata	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-17T07:54:55.838677+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.review_scope Source identification and table transcription; no independent experimental reproduction. Source metadata	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-17T07:54:55.838677+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review_scope` Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.url https://pmc.ncbi.nlm.nih.gov/articles/PMC12644827/ Source metadata	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-17T07:54:55.838677+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.version journal full text in PMC Source metadata	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-17T07:54:55.838677+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
description Primary reference; inspect retrieval status and review scope. Source metadata	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-17T07:54:55.838677+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
facets {} Source metadata	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-17T07:54:55.838677+00:00	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
id evidence-expansion-mrnabert-2025-ff08ba89 Source metadata	mRNABERT: advancing mRNA sequence design with a universal language model and comprehensive dataset Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-17T07:54:55.838677+00:00	catalogued No individual claim review recorded Audit details Field: `id` Source artifact SHA-256: `ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact

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

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Technical metadata and extraction receipts

Stable ID: evidence-expansion-mrnabert-2025-ff08ba89

url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12644827/
version: journal full text in PMC
retrieved at: 2026-09-17T07:54:55.838677+00:00
artifact sha256: ff08ba895b7080446c08a930548b48a0041ae990c222ebb07e6ba7dcaf48ad44
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12644827/fullTextXML
hash scope: Exact retrieved primary paper artifact bytes.
review scope: Source identification and table transcription; no independent experimental reproduction.

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