Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE157729

GEO

Provenance — who produced it, who reused it

Linked to 0 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.

No linked papers found in the corpus yet.

Deep data QC

92/100 · A

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

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens; Cricetulus griseus
Instrument
Illumina MiSeq
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
172 / 78 runs
Completeness
100%
Metrics (value · how obtained)
checksum ok yes reported
total bases 994732350386 reported
total reads 6597674510 reported
n content pct 0.001 measured
pct q20 bases 94.2 measured
pct q30 bases 86.5 measured
gc content pct 49.9 measured
mean read length 150.2 measured
mean base quality 36.7 measured
adapter content pct 3.03 measured
duplication rate pct 19.23 measured
supplementary file types XLSX reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 92/100

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 86.5 measured ×1 83%
mean base quality 36.7 measured ×0.6 100%
adapter content pct 3.03 measured ×0.4 94%
duplication rate pct 19.23 measured ×0.4 100%
QC cost 17 s compute

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