Corpus 1,280 assessed · 1,181 scored · 646 reproduced ≥75 · 170 flagged ·∅ 74/100
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GSM1584515

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

1 further paper cites this accession but reuse could not be confirmed.

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

Bos taurus RNA-Seq with 51 bp reads, 98.4% Q20, 94.8% Q30, and 83.97% adapter contamination. Severe contamination issue affects quality; investigate library preparation.

Data type / assay
bulk-RNA-seq
Organism
Bos taurus
Metrics (value · how obtained)
n content pct 0 measured
pct q20 bases 98.4 measured
pct q30 bases 94.8 measured
gc content pct 50.3 measured
mean read length 51 measured
mean base quality 36.6 measured
adapter content pct 83.97 measured
duplication rate pct 16.73 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 94.8 measured ×1 100%
mean base quality 36.6 measured ×0.6 100%
adapter content pct 83.97 measured ×0.4 0%
duplication rate pct 16.73 measured ×0.4 100%
QC cost 25 s compute

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