Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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GSE147559

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

80/100 · B

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

What this means
claude:haiku

Mouse bulk-RNA-seq with 98 bp reads at 91.5% Q20 and 80.7% Q30 shows moderate quality typical of older Illumina runs, though the Q30 rate of 80.7% suggests position-dependent quality decay. The 46.5% GC aligns with murine transcriptomes; suitable for gene-level abundance quantification and differential expression analysis, though junction-level or isoform studies may be compromised.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Files available
TXT
Metrics (value · how obtained)
n content pct 0.027 measured
pct q20 bases 91.5 measured
pct q30 bases 80.7 measured
gc content pct 46.5 measured
mean read length 98 measured
mean base quality 35.1 measured
adapter content pct 0.01 measured
duplication rate pct 32.51 measured
supplementary file types TXT reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 80/100

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 80.7 measured ×1 54%
mean base quality 35.1 measured ×0.6 100%
adapter content pct 0.01 measured ×0.4 100%
duplication rate pct 32.51 measured ×0.4 94%

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 95