Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE87189

GEO first seen 2017

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

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

Outstanding human bulk-RNA-seq with exceptional base quality (Q30=98.4%, mean=39) and very low duplication (18.76%). All measured metrics at optimal levels; FASTQ files available. Highly recommended for any reuse application requiring high-quality quantification.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Metrics (value · how obtained)
n content pct 0.006 measured
pct q20 bases 99 measured
pct q30 bases 98.4 measured
gc content pct 49 measured
mean read length 51 measured
mean base quality 39 measured
adapter content pct 0 measured
duplication rate pct 18.76 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 98.4 measured ×1 100%
mean base quality 39 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 18.76 measured ×0.4 100%
QC cost 25 s compute

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