Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE151333

GEO

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

1 further paper cites this accession but reuse could not be confirmed.

Deep data QC

98/100 · A

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

What this means
claude:haiku

Mouse RNA-seq with 76 bp reads at 95.7% Q20 and 93.9% Q30 across 1.53 billion bases provides good quality for transcript mapping. The 48.9% GC is typical for mouse, and mean quality 34.4 support standard differential expression analysis; elevated 4.06% adapter contamination suggests minor trimming needed.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Metrics (value · how obtained)
n content pct 0.002 measured
pct q20 bases 95.7 measured
pct q30 bases 93.9 measured
gc content pct 48.9 measured
mean read length 76 measured
mean base quality 34.4 measured
adapter content pct 4.06 measured
duplication rate pct 31.15 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 98/100

The A 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 93.9 measured ×1 100%
mean base quality 34.4 measured ×0.6 100%
adapter content pct 4.06 measured ×0.4 89%
duplication rate pct 31.15 measured ×0.4 97%
QC cost 25 s compute

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

Scientific quality

Based on hands-on reproduction of the papers that use this dataset. A reproducible paper that stands on this data is positive evidence; a flagged one is a prompt to look closer — never a verdict on the dataset itself without the evidence.

1 studies use it 1 reproduced mean score 75