Evidence claim

input_features: ctdnameth-20261009-method-spotmas-too

Descriptive fact transcribed from the pinned source.

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.

6 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-10-7b8f80935f90
Property and statement	Original source and location	Review and provenance
attributes.field input_features Context-only references	Multimodal analysis of methylomics and fragmentomics in plasma cell-free DNA for multi-cancer early detection and localization Original source ↗ Results 'SPOT-MAS enables prediction of cancer types' (P23); Results P18; Methods P47 (feature names) and P49 (TOO model input) Version: eLife 12:RP89083, version of record published 2023-10-11; PMC10567114 full-text XML Retrieved: 2026-10-09T20:04:09Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.field` Source artifact SHA-256: `e09cfb58a6055e89ffa7b553a37539e1687f0fcb26970b7b25eb9eda8e09cfa8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.source_locator Results 'SPOT-MAS enables prediction of cancer types' (P23); Results P18; Methods P47 (feature names) and P49 (TOO model input) Context-only references	Multimodal analysis of methylomics and fragmentomics in plasma cell-free DNA for multi-cancer early detection and localization Original source ↗ Results 'SPOT-MAS enables prediction of cancer types' (P23); Results P18; Methods P47 (feature names) and P49 (TOO model input) Version: eLife 12:RP89083, version of record published 2023-10-11; PMC10567114 full-text XML Retrieved: 2026-10-09T20:04:09Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `e09cfb58a6055e89ffa7b553a37539e1687f0fcb26970b7b25eb9eda8e09cfa8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.value The tissue-of-origin models take the nine SPOT-MAS cfDNA feature sets (targeted methylation, genome-wide methylation, fragment length, short, long, total and ratio fragment features, copy number aberrations and end motifs) concatenated into one data frame. Context-only references	Multimodal analysis of methylomics and fragmentomics in plasma cell-free DNA for multi-cancer early detection and localization Original source ↗ Results 'SPOT-MAS enables prediction of cancer types' (P23); Results P18; Methods P47 (feature names) and P49 (TOO model input) Version: eLife 12:RP89083, version of record published 2023-10-11; PMC10567114 full-text XML Retrieved: 2026-10-09T20:04:09Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.value` Source artifact SHA-256: `e09cfb58a6055e89ffa7b553a37539e1687f0fcb26970b7b25eb9eda8e09cfa8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
description Descriptive fact transcribed from the pinned source. Context-only references	Multimodal analysis of methylomics and fragmentomics in plasma cell-free DNA for multi-cancer early detection and localization Original source ↗ Results 'SPOT-MAS enables prediction of cancer types' (P23); Results P18; Methods P47 (feature names) and P49 (TOO model input) Version: eLife 12:RP89083, version of record published 2023-10-11; PMC10567114 full-text XML Retrieved: 2026-10-09T20:04:09Z	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `e09cfb58a6055e89ffa7b553a37539e1687f0fcb26970b7b25eb9eda8e09cfa8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Relationship: subject ctdnameth-20261009-method-spotmas-too Context-only references	Multimodal analysis of methylomics and fragmentomics in plasma cell-free DNA for multi-cancer early detection and localization Original source ↗ Results 'SPOT-MAS enables prediction of cancer types' (P23); Results P18; Methods P47 (feature names) and P49 (TOO model input) Version: eLife 12:RP89083, version of record published 2023-10-11; PMC10567114 full-text XML Retrieved: 2026-10-09T20:04:09Z	not individually reviewed No individual claim review recorded Audit details Field: `links:subject:ctdnameth-20261009-method-spotmas-too` Source artifact SHA-256: `e09cfb58a6055e89ffa7b553a37539e1687f0fcb26970b7b25eb9eda8e09cfa8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
name input_features: ctdnameth-20261009-method-spotmas-too Context-only references	Multimodal analysis of methylomics and fragmentomics in plasma cell-free DNA for multi-cancer early detection and localization Original source ↗ Results 'SPOT-MAS enables prediction of cancer types' (P23); Results P18; Methods P47 (feature names) and P49 (TOO model input) Version: eLife 12:RP89083, version of record published 2023-10-11; PMC10567114 full-text XML Retrieved: 2026-10-09T20:04:09Z	not individually reviewed No individual claim review recorded Audit details Field: `name` Source artifact SHA-256: `e09cfb58a6055e89ffa7b553a37539e1687f0fcb26970b7b25eb9eda8e09cfa8` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

All evidence (JSONL) (gzip)How to read the evidence

Sources and history

Release 2026-10-10-7b8f80935f90 · Record review: source checked

1 source records and release history

Multimodal analysis of methylomics and fragmentomics in plasma cell-free DNA for multi-cancer early detection and localization · Original source · eLife 12:RP89083, version of record published 2023-10-11; PMC10567114 full-text XML

Download this release (gzip)

Technical metadata and extraction receipts

Stable ID: ctdnameth-20261009-claim-nguyen2023-too-features

field: input_features
value: The tissue-of-origin models take the nine SPOT-MAS cfDNA feature sets (targeted methylation, genome-wide methylation, fragment length, short, long, total and ratio fragment features, copy number aberrations and end motifs) concatenated into one data frame.
source locator: Results 'SPOT-MAS enables prediction of cancer types' (P23); Results P18; Methods P47 (feature names) and P49 (TOO model input)
review: method: source-hash-verification; ai-assisted-source-review; method note: Re-downloaded the article XML and matched its SHA-256; compared the claim with body paragraphs P18, P23, P47 and P49 (paragraphs counted in the body, excluding figure and table captions). Locator corrected from P9 to P18 and P47.; reviewer: claude; reviewer note: Separate Claude review agent, independent of the extractor; no human review claimed; date: 2026-10-09; artifact sha256: e09cfb58a6055e89ffa7b553a37539e1687f0fcb26970b7b25eb9eda8e09cfa8; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC10567114/fullTextXML; note: Text matches the cited paragraphs. Descriptive claim; no value or execution.

Related records

subject: SPOT-MAS tissue-of-origin classifier

Suggest a correction