Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE162140

GEO first seen 2021

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

98/100 · A

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

What this means
claude:haiku

This pig RNA-Seq with unavailable details shows high quality (95% Q30) and long mean read length of 150 bp. Missing metadata gaps prevent assessment.

Data type / assay
bulk-RNA-seq
Organism
Sus scrofa
Metrics (value · how obtained)
n content pct 0 measured
pct q20 bases 98 measured
pct q30 bases 95 measured
gc content pct 51.5 measured
mean read length 150 measured
mean base quality 39.8 measured
adapter content pct 0 measured
duplication rate pct 35 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 98/100

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 95 measured ×1 100%
mean base quality 39.8 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 35 measured ×0.4 89%
QC cost 26 s compute

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