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1 evaluation · 1 result. Different protocols are not a single leaderboard.
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Source checking is not independent reproduction. Release 2026-10-09-ba02f2f4a36e.
ctdnafrag-20261009-protocol-hou2024-cristiano-pancan-cv-auc
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19 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation SVM trained per fold Context-only references | Systematically Evaluating Cell-Free DNA Fragmentation Patterns for Cancer Diagnosis and Enhanced Cancer Detection via Integrating Multiple Fragmentation Patterns Article Table 1 row 'length', column 'after PCA degradation' Version: Advanced Science 11(30):e2308243, published 2024-06-17; PMC11321639 full-text XML | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation Mean over repeats with 95% CI Context-only references | Systematically Evaluating Cell-Free DNA Fragmentation Patterns for Cancer Diagnosis and Enhanced Cancer Detection via Integrating Multiple Fragmentation Patterns Article Table 1 row 'length', column 'after PCA degradation' Version: Advanced Science 11(30):e2308243, published 2024-06-17; PMC11321639 full-text XML | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget Not reported Context-only references | Systematically Evaluating Cell-Free DNA Fragmentation Patterns for Cancer Diagnosis and Enhanced Cancer Detection via Integrating Multiple Fragmentation Patterns Article Table 1 row 'length', column 'after PCA degradation' Version: Advanced Science 11(30):e2308243, published 2024-06-17; PMC11321639 full-text XML | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.dataset_version Cristiano et al. 2019 cohort, fragment files from FinaleDB Context-only references | Systematically Evaluating Cell-Free DNA Fragmentation Patterns for Cancer Diagnosis and Enhanced Cancer Detection via Integrating Multiple Fragmentation Patterns Article Table 1 row 'length', column 'after PCA degradation' Version: Advanced Science 11(30):e2308243, published 2024-06-17; PMC11321639 full-text XML | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs length features, open chromatin regions after PCA dimension reduction Context-only references | Systematically Evaluating Cell-Free DNA Fragmentation Patterns for Cancer Diagnosis and Enhanced Cancer Detection via Integrating Multiple Fragmentation Patterns Article Table 1 row 'length', column 'after PCA degradation' Version: Advanced Science 11(30):e2308243, published 2024-06-17; PMC11321639 full-text XML | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.metric_implementation Not reported Context-only references | Systematically Evaluating Cell-Free DNA Fragmentation Patterns for Cancer Diagnosis and Enhanced Cancer Detection via Integrating Multiple Fragmentation Patterns Article Table 1 row 'length', column 'after PCA degradation' Version: Advanced Science 11(30):e2308243, published 2024-06-17; PMC11321639 full-text XML | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population 208 cancer patients (seven types) vs 215 healthy individuals Context-only references | Systematically Evaluating Cell-Free DNA Fragmentation Patterns for Cancer Diagnosis and Enhanced Cancer Detection via Integrating Multiple Fragmentation Patterns Article Table 1 row 'length', column 'after PCA degradation' Version: Advanced Science 11(30):e2308243, published 2024-06-17; PMC11321639 full-text XML | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.protocol_id ctdnafrag-20261009-protocol-hou2024-cristiano-pancan-cv-auc Context-only references | Systematically Evaluating Cell-Free DNA Fragmentation Patterns for Cancer Diagnosis and Enhanced Cancer Detection via Integrating Multiple Fragmentation Patterns Article Table 1 row 'length', column 'after PCA degradation' Version: Advanced Science 11(30):e2308243, published 2024-06-17; PMC11321639 full-text XML | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.split 10 repeats of 10-fold cross-validation Context-only references | Systematically Evaluating Cell-Free DNA Fragmentation Patterns for Cancer Diagnosis and Enhanced Cancer Detection via Integrating Multiple Fragmentation Patterns Article Table 1 row 'length', column 'after PCA degradation' Version: Advanced Science 11(30):e2308243, published 2024-06-17; PMC11321639 full-text XML | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
attributes.limitations1 values
| Systematically Evaluating Cell-Free DNA Fragmentation Patterns for Cancer Diagnosis and Enhanced Cancer Detection via Integrating Multiple Fragmentation Patterns Article Table 1 row 'length', column 'after PCA degradation' Version: Advanced Science 11(30):e2308243, published 2024-06-17; PMC11321639 full-text XML | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Release 2026-10-09-ba02f2f4a36e · Record review: source checked
Stable ID: ctdnafrag-20261009-eval-hou2024-t1-fragment-length-pca