A Pilot Evaluation of Open-Weight Large Language Models for Screening RNA-seq Metadata in Public Databases
Summary
Major revisionpanel verdict · 2026-09-03
Review Summary — 1 4 1 5 1 6 1 7 1 8 1 9 20 21 22 23 24 25 26 27 28
Decision: Major Revision Target venue: In Silico Review strictness: Balanced (3/5) Reviewer panel: condensed (5 reports)
Reviewer Scores
- scientific_validity — score 4.0/5 (confidence 4.0/5)
- reporting_reproducibility — score 4.0/5 (confidence 4.0/5)
- ethics — score 5.0/5 (confidence 4.0/5)
- data_analysis — score 4.0/5 (confidence 4.0/5)
- contribution_context — score 4.0/5 (confidence 5.0/5)
Panel average: not used; individual scores are advisory
Editorial Audits
- Citation Integrity Auditor — see full Markdown audit
- Methods Completeness & Reagent Traceability Auditor — see full Markdown audit
Estimated cost: $1.9325 Prompt cache: 316,252 tokens read, 177,235 written (47% of 671,373 input tokens served from cache)