Corpus 1,284 assessed · 1,185 scored · 647 reproduced ≥75 · 173 flagged ·∅ 73.9/100
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GSM2257295

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

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

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

Homo sapiens RNA-Seq with 142.5 bp reads, 96.1% Q20, 91.6% Q30, and 0.07% adapter; same unusually long read length as related sample. Confirm platform specification.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Metrics (value · how obtained)
n content pct 0.01 measured
pct q20 bases 96.1 measured
pct q30 bases 91.6 measured
gc content pct 43.4 measured
mean read length 142.5 measured
mean base quality 38.2 measured
adapter content pct 0.07 measured
duplication rate pct 8.94 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 91.6 measured ×1 100%
mean base quality 38.2 measured ×0.6 100%
adapter content pct 0.07 measured ×0.4 100%
duplication rate pct 8.94 measured ×0.4 100%
QC cost 22 s compute

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