Scoped author-reported evidence candidate; no clinical recommendation.
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Release 2026-10-07-1448159e6a81 · Evidence verified: Not verified
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: cfMethyl-Seq stacked ensemble (2022) | Protocol: cfMethyl-Seq random-split four-cancer detection Dataset: cfMethyl-Seq 408 QC-passing plasma samples | 80.7% sensitivity_at_97_9_percent_specificity percent · higher Uncertainty: 95% CI 68.6%–90.7% Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcecfMethyl-Seq all-stage cancer detection amp-protocol-cfmethyl-randomsplit-detection Aggregation: Not reported cfMethyl-Seq cancer detection primary paper · PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 |
Source checking is not independent reproduction. Release 2026-10-07-1448159e6a81.
amp-protocol-cfmethyl-randomsplit-detection
Metadata review: source checked. Unreported conditions prevent automatic comparisons.
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
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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.comparison.adaptation Not reported Context-only references | cfMethyl-Seq cancer detection primary paper PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 Version: 2022 version of record, corrected competing-interest disclosure in 2024 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation Mean across10 random splits Context-only references | cfMethyl-Seq cancer detection primary paper PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 Version: 2022 version of record, corrected competing-interest disclosure in 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget Not reported Context-only references | cfMethyl-Seq cancer detection primary paper PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 Version: 2022 version of record, corrected competing-interest disclosure in 2024 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.dataset_version 2022 paper cohort Context-only references | cfMethyl-Seq cancer detection primary paper PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 Version: 2022 version of record, corrected competing-interest disclosure in 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs Plasma cfMethyl-Seq methylation markers Context-only references | cfMethyl-Seq cancer detection primary paper PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 Version: 2022 version of record, corrected competing-interest disclosure in 2024 | not individually reviewed No individual claim review recorded author reported 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 | cfMethyl-Seq cancer detection primary paper PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 Version: 2022 version of record, corrected competing-interest disclosure in 2024 | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population 217 cancers /191 noncancers total; held-out repeated25% splits; test Fig3c n102 Context-only references | cfMethyl-Seq cancer detection primary paper PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 Version: 2022 version of record, corrected competing-interest disclosure in 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.protocol_id amp-protocol-cfmethyl-randomsplit-detection Context-only references | cfMethyl-Seq cancer detection primary paper PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 Version: 2022 version of record, corrected competing-interest disclosure in 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.split 10 repeated random 75:25 train/test splits Context-only references | cfMethyl-Seq cancer detection primary paper PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 Version: 2022 version of record, corrected competing-interest disclosure in 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.origin author_reported Context-only references | cfMethyl-Seq cancer detection primary paper PMC9522828 XML Par17, Results Cancer detection, Fig3a; split Par16; configuration Par37 Version: 2022 version of record, corrected competing-interest disclosure in 2024 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
View linked audit checks and correction history
Release 2026-10-07-1448159e6a81 · Record review: source checked
Stable ID: amp-eval-cfmethyl-allstage-sensitivity