Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE150259

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

67/100 · D

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

What this means
claude:haiku

This planarian RNA-Seq with unavailable details shows moderate quality (85.6% Q30) and long mean read length of 150 bp with extreme adapter content (49.45%), indicating substantial library contamination. Metadata gaps prevent assessment.

Data type / assay
bulk-RNA-seq
Organism
Dugesia japonica
Metrics (value · how obtained)
n content pct 0.018 measured
pct q20 bases 91.5 measured
pct q30 bases 85.6 measured
gc content pct 50.2 measured
mean read length 150 measured
mean base quality 34.1 measured
adapter content pct 49.45 measured
duplication rate pct 48.5 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 67/100

The D 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 85.6 measured ×1 78%
mean base quality 34.1 measured ×0.6 100%
adapter content pct 49.45 measured ×0.4 0%
duplication rate pct 48.5 measured ×0.4 59%
QC cost 26 s compute

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