Corpus 1,280 assessed · 1,181 scored · 646 reproduced ≥75 · 170 flagged ·∅ 74/100
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GSE161966

GEO first seen 2023

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.

Reused by

Deep data QC

87/100 · B

Standardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured

What this means
claude:haiku

This mouse RNA-Seq with unavailable details shows good quality (86.9% Q30) and long mean read length of 101 bp. Missing metadata prevents platform identification.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Metrics (value · how obtained)
n content pct 0.005 measured
pct q20 bases 94.8 measured
pct q30 bases 86.9 measured
gc content pct 48.6 measured
mean read length 101 measured
mean base quality 36.8 measured
adapter content pct 0 measured
duplication rate pct 47.86 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 87/100

The B 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.

pct q30 bases 86.9 measured ×1 85%
mean base quality 36.8 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 47.86 measured ×0.4 60%
QC cost 34 s compute

measured = computed from the data · extrapolated/reported = derived or from the repository · dq-1.0