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).

• GeMI: interactive interface for transformer-based Genomic Metadata Integration.

  PMID 35657113 · PMC9216561 · Database : the journal of biological databases and curation · 2022 · 8 claims · 5 setups

  Has reproduction · 64

  GeMI is a web tool that uses a fine-tuned GPT2 model to extract 15 structured key-value attributes from free-text GEO sample metadata.

  cistrome encode geo fine-tuned manual batch transformer-based

• Discovery and characterization of Alu repeat sequences via precise local read assembly.

  PMID 26503250 · PMC4666360 · Nucleic acids research · 2015 · 7 claims · 8 setups

  Has reproduction · 69

  Combining Alu-supporting read detection (RetroSeq) with local de novo assembly (CAP3) reconstructs the full sequence of non-reference Alu insertions from Illumina paired-end WGS reads

  hgdp insertion-supporting candidate assembled genome discordant novo

• The effect of 16S rRNA region choice on bacterial community metabarcoding results.

  PMID 30720800 · PMC6362892 · Scientific data · 2019 · 8 claims · 8 setups

  Has reproduction · 59

  The V2-V3 16S rRNA fragment has higher resolution for lower-rank taxa (genera and species) than V3-V4, enabling more precise distance-based OTU clustering.

  bacterial extracted filtered combined 16s pcr extraction

• Applicability of DNA pools on 500 K SNP microarrays for cost-effective initial screens in genomewide association studies.

  PMID 17610740 · PMC1925094 · BMC genomics · 2007 · 8 claims · 5 setups

  Full-text index only

  SNP-MaP can be effectively applied to the Affymetrix 500K GeneChip, providing a cost-effective, reliable and valid initial genomewide screen

  independent ceph same unrelated snp individual simulated

• Human stool contains a previously unrecognized diversity of novel astroviruses.

  PMID 19814825 · PMC2765957 · Virology journal · 2009 · 8 claims · 8 setups

  Full-text index only

  Human stool contains a previously unrecognized diversity of astroviruses beyond the classic 8 serotypes and AstV-MLB1/AstV-VA1

  stool consensus-pcr-positive negative one consensus specific sanger

• Graph Random Forest: A Graph Embedded Algorithm for Identifying Highly Connected Important Features.

  PMID 37509188 · PMC10377046 · Biomolecules · 2023 · 8 claims · 6 setups

  Has reproduction · 89

  GRF identifies effective features that form highly connected sub-graphs on the underlying biological network

  synthetic tcga embryonic simulation sub-graph reproducibility