Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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SRS7176970

SRA

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

95/100 · A

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

What this means
claude:haiku

Human RNA-seq from Illumina NovaSeq 6000 with moderate depth (37.7M reads) and acceptable quality (93% Q20) despite the platform's typically higher error rates. Data is suitable for standard transcriptome-wide expression studies but requires careful filtering if sensitive isoform detection is needed.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina NovaSeq 6000
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
1 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 4646726740 reported
total reads 37722182 reported
n content pct 0.005 measured
pct q20 bases 93 measured
pct q30 bases 88.6 measured
gc content pct 50.8 measured
mean read length 122.6 measured
mean base quality 33.5 measured
adapter content pct 0.52 measured
duplication rate pct 30.75 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 95/100

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 88.6 measured ×1 93%
mean base quality 33.5 measured ×0.6 92%
adapter content pct 0.52 measured ×0.4 100%
duplication rate pct 30.75 measured ×0.4 98%
QC cost 20 s compute

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