Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Metappuccino: large language model-driven reconstruction of sequence read archive metadata for cancer research.

  PMID 42057294 · PMC13148957 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 3 setups

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  Metappuccino reconstructs 19 metadata classes by combining deterministic rule-based extraction/normalization (for explicit context) with LoRA-specialized Mistral-7B-Instruct completion (for missing/ambiguous fields)

  ncbi sra metadata llm-based rule-based

• BLASTO: a tool for searching orthologous groups.

  PMID 17483516 · PMC1933156 · Nucleic acids research · 2007 · 7 claims · 2 setups

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  BLASTO treats each orthologous group as a unit and outputs a ranked list of orthologous groups instead of single sequences

  randomly sequences blast blasto

• CaHoT-GRN: context-aware high-order topology learning for robust single-cell gene regulatory network inference.

  PMID 42059479 · PMC13130071 · Briefings in bioinformatics · 2026 · 7 claims · 5 setups

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  CaHoT-GRN integrates pretrained biological language model embeddings (DNABERT for DNA, ESM for protein) with scRNA-seq expression data to improve GRN inference

  embryonic gene dataset-specific same scrna-seq-based sequence protein-protein

• rMAP 2.0: a modular, reproducible, and scalable WDL-Cromwell-Docker workflow for genomic analysis of ESKAPEE pathogens.

  PMID 41782684 · PMC12955837 · Bioinformatics advances · 2026 · 8 claims · 8 setups

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  rMAP 2.0 standardizes end-to-end bacterial WGS analysis (QC, trimming, assembly, annotation, AMR/virulence/mobile-element profiling, sequence typing, pangenome inference, phylogenetics) via containerized WDL/Cromwell execution

  enterobacterales illumina aeruginosa pneumoniae whole-genome wgs amr

• The GEN-ERA toolbox: unified and reproducible workflows for research in microbial genomics.

  PMID 37036103 · PMC10084500 · GigaScience · 2022 · 8 claims · 8 setups

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  GEN-ERA is a unified, publicly available toolbox of 13 Nextflow workflows supported by 14 Singularity containers for reproducible microbial genomic/phylogenomic analyses in both bacteria and small eukaryotes.

  gloeobacterales gloeobacteraceae publicly ncbi-deposited phylogenomics ssu genome