Provenance — who produced it, who reused it
Linked to 1 papers in the literature. Roles are inferred factual signals (who deposited the data vs who reused it), with counts — never a judgement about any author.
1 further paper cites this accession but reuse could not be confirmed.
Deep data QC
44/100 · FStandardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured
ncRNA-seq with catastrophic technical failure: 95.35% adapter content (scored 0/100) indicates library construction breakdown, and 75.85% duplication (scored 0/100) reflects extreme amplification bias. Dataset is predominantly technical artifacts with minimal usable reads. Not recommended for reuse without re-sequencing.
The F grade is a transparent weighted average. Each metric below scored from 0–100% against the published bulk-RNA-seq thresholds, weighted by its importance; nothing is hidden or subjective.
measured = computed from the data · extrapolated/reported = derived or from the repository · dq-1.0