Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE70657

GEO

Provenance — who produced it, who reused it

Linked to 2 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

2 further papers cite this accession but reuse could not be confirmed.

Deep data QC

100/100 · 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 bulk-RNA-seq with 51 bp reads at 97.3% Q20 and 91.7% Q30 across 1.14 billion bases provides reasonable quality for transcript quantification. The 42.6% GC and mean quality 36.1 enable reliable expression profiling; suitable for identifying tissue-specific or condition-dependent genes.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Metrics (value · how obtained)
n content pct 0.003 measured
pct q20 bases 97.3 measured
pct q30 bases 91.7 measured
gc content pct 42.6 measured
mean read length 51 measured
mean base quality 36.1 measured
adapter content pct 0.11 measured
duplication rate pct 29.74 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 100/100

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 91.7 measured ×1 100%
mean base quality 36.1 measured ×0.6 100%
adapter content pct 0.11 measured ×0.4 100%
duplication rate pct 29.74 measured ×0.4 100%
QC cost 19 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