evaluation · needs review

Gene-expression PCA: Donor-aware age-class prediction

Evaluation procedure

Fifty-component gene-expression PCA with the same donor-aware probe splits.

Metadata review: needs review. Unreported conditions prevent automatic comparisons.

Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
Gene-expression PCA: Donor-aware age-class prediction Model: Gene-expression PCA · Benchmark: Donor-aware age-class prediction · Dataset: AIDA v2 PBMC cohort Fifty-component gene-expression PCA with the same donor-aware probe splits. Independent external evaluation · Evaluation metadata: needs review
0.384 Balanced accuracy Unit: unitless · Direction: unknown	Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported	source checkedInflammation-linked aging signals in frozen single-cell foundation models: donor-aware detection and robustness testing · Table 2, AIDA v2 row, Gene-expr BA column Source checking is not independent reproduction.

Release 2026-09-16-d74d282221a9 · Record review: needs review

Technical metadata and extraction receipts

Stable ID: evaluation-lit-b3-014

areas: cells-tissues
tasks: Donor-aware age-class prediction
origin: independent_paper
protocol: Fifty-component gene-expression PCA with the same donor-aware probe splits.
version: Not reported
comparison: protocol id: Not reported; dataset version: 622 donors; split: Not reported; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
missing metadata: model version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract

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