Corpus 1,282 assessed · 1,183 scored · 647 reproduced ≥75 · 172 flagged ·∅ 74/100
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GSE70432

GEO first seen 2015

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

83/100 · 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 human bulk RNA-seq dataset achieves exceptional quality (98.6% Q30, 98.9% Q20) with 51 bp reads and no adapter contamination, supporting high-confidence gene expression measurement and variant detection. The short-read chemistry with excellent fidelity provides robust signal for differential expression studies and transcriptome-wide association analyses.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Metrics (value · how obtained)
n content pct 0.011 measured
pct q20 bases 98.9 measured
pct q30 bases 98.6 measured
gc content pct 50.2 measured
mean read length 51 measured
mean base quality 37.3 measured
adapter content pct 0 measured
duplication rate pct 87.69 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 83/100

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 98.6 measured ×1 100%
mean base quality 37.3 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 87.69 measured ×0.4 0%
QC cost 24 s compute

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