Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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GSE84534

GEO first seen 2016

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

94/100 · A

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

What this means
claude:haiku

High-coverage mouse bulk RNA-seq from NextSeq 500 (337M reads, 96.7% Q30) with exceptional quality metrics; deep sampling enables detection of low-abundance transcripts and comprehensive isoform mapping suitable for systems-level mouse transcriptomics.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Instrument
NextSeq 500
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
72 / 18 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 50577758550 reported
total reads 337185057 reported
n content pct 0.006 measured
pct q20 bases 97.7 measured
pct q30 bases 96.7 measured
gc content pct 48.5 measured
mean read length 75 measured
mean base quality 35 measured
adapter content pct 0.05 measured
duplication rate pct 45.21 measured
supplementary file types XLS reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 94/100

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 96.7 measured ×1 100%
mean base quality 35 measured ×0.6 100%
adapter content pct 0.05 measured ×0.4 100%
duplication rate pct 45.21 measured ×0.4 66%
QC cost 13 s compute

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