Result

0.322 Balanced accuracy

Best frozen single-cell foundation model · Balanced accuracy · AIDA v2 PBMC cohort

Tested configuration: Best frozen single-cell foundation model
Task: Donor-aware age-class prediction
Dataset: AIDA v2 PBMC cohort
Procedure: Same donor-aware splits and logistic-regression probe as expression PCA; text names Geneformer as best model on AIDA v2.
Evaluation: Best frozen single-cell foundation model: Donor-aware age-class prediction
Coverage: scored: unreported; eligible: unreported
Uncertainty: ± 0.008 standard deviation
Evidence: Independent external evaluation · source checkedInflammation-linked aging signals in frozen single-cell foundation models: donor-aware detection and robustness testing · Table 2, AIDA v2 row, scFM BA ± SD column

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.

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Adaptation: Not reported
Scoring implementation: Not reported

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Access requirements and official instructions: Donor-aware age-class prediction

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.

Evidence

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.printed_value 0.322 Individual claims	Inflammation-linked aging signals in frozen single-cell foundation models: donor-aware detection and robustness testing Original source ↗ Table 2, AIDA v2 row, scFM BA ± SD column Version: PMC archival version PMC13407579.1 Retrieved: 2026-09-16T10:33:44.421Z	source checked primary xml exact label cell check · 2026-09-16T10:33:44.421Z independent paper Audit details Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness. Field: `attributes.printed_value` Claim: claim-lit-b3-013 Source artifact SHA-256: `d6cfb13933ceefed630954f804e7dc979b747bc4aec4c8c5518232f25772736a` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `d6cfb13933ceefed630954f804e7dc979b747bc4aec4c8c5518232f25772736a` Extraction artifact

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

Inflammation-linked aging signals in frozen single-cell foundation models: donor-aware detection and robustness testing · Original source · PMC archival version PMC13407579.1

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Technical metadata and extraction receipts

Stable ID: lit-b3-013

areas: cells-tissues
tasks: Donor-aware age-class prediction
printed value: 0.322
numeric value: 0.322
metric: Balanced accuracy
metric direction: unknown
unit: unitless
uncertainty: ± 0.008 standard deviation
source locator: Table 2, AIDA v2 row, scFM BA ± SD column
review: method: primary_xml_exact_label_cell_check; reviewer: rewire deterministic table checker v1; reviewed at: 2026-09-16T10:33:44.421Z; notes: Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness.; evidence: Table 2, AIDA v2 row, scFM BA ± SD column; cell: 0.322 ± 0.008; artifact sha256: d6cfb13933ceefed630954f804e7dc979b747bc4aec4c8c5518232f25772736a; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13407579/fullTextXML
legacy id: lit-b3-013
legacy row: id: lit-b3-013; paper id: single-cell-aging-probes-2026; domain id: cells-tissues; task: Donor-aware age-class prediction; model: Best frozen single-cell foundation model; model version: Not reported; dataset: AIDA v2 PBMC cohort; dataset version: 622 donors; split: Not reported; metric: Balanced accuracy; value: 0.322; unit: unitless; uncertainty: ± 0.008 standard deviation; protocol: Same donor-aware splits and logistic-regression probe as expression PCA; text names Geneformer as best model on AIDA v2.; source locator: Table 2, AIDA v2 row, scFM BA ± SD column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC13407579/; evaluation origin: independent_paper; reviewed utc: 2026-09-15T23:29:32Z
missing metadata: model version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract

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