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).

• Information extraction from full text scientific articles: where are the keywords?

  PMID 12775220 · PMC166134 · BMC bioinformatics · 2003 · 8 claims · 5 setups

  Full-text index only

  The keyword content of the five article sections (A, I, M, R, D) is heterogeneous, i.e., different sections carry different kinds of information.

  corpus same articles keyword validation qualitative

• Extraction of human kinase mutations from literature, databases and genotyping studies.

  PMID 19758464 · PMC2745582 · BMC bioinformatics · 2009 · 7 claims · 6 setups

  Full-text index only

  A literature mining pipeline combining MutationFinder, false-positive filtering, and SVM-based classification can extract and disambiguate single-point mutation mentions from abstracts and full text

  pubmed large labeled swissprot literature supervised comparative

• Local combinational variables: an approach used in DNA-binding helix-turn-helix motif prediction with sequence information.

  PMID 19651875 · PMC2761287 · Nucleic acids research · 2009 · 8 claims · 7 setups

  Full-text index only

  The LCV approach predicts HTH motifs with 93.29% accuracy, 93.93% sensitivity and 92.66% specificity using only primary sequence information

  quintessentialset-88 hth same newly lcs svm traditional

• Classification of real and pseudo microRNA precursors using local structure-sequence features and support vector machine.

  PMID 16381612 · PMC1360673 · BMC bioinformatics · 2005 · 7 claims · 7 setups

  Full-text index only

  A 32-dimensional triplet structure-sequence feature vector combined with SVM (triplet-SVM) can distinguish real human pre-miRNAs from pseudo pre-miRNA hairpins with ~90% accuracy.

  pre-mirnas test conserved-hairpin cross-species secondary svm cross-species

• A workflow reproducibility scale for automatic validation of biological interpretation results.

  PMID 37150537 · PMC10164546 · GigaScience · 2022 · 8 claims · 4 setups

  Has reproduction · 100

  Comparing output files by checksum alone is insufficient to verify reproducibility, since checksums can differ even when the underlying biological interpretation is unchanged

  nf-core sam vcf workflow checksum biological workflow

• High quality catalog of proteotypic peptides from human heart.

  PMID 18803417 · PMC2765113 · Journal of proteome research · 2008 · 8 claims · 4 setups

  Full-text index only

  A catalog of 4476 proteotypic peptides representing 2558 human heart proteins was generated from MudPIT analyses of nonfailing and failing left-ventricular explants

  left-ventricular unfractionated heart mudpit selected preparation

• HLA-A gene polymorphism defined by high-resolution sequence-based typing in 161 Northern Chinese Han people.

  PMID 15629059 · PMC5172246 · Genomics, proteomics & bioinformatics · 2003 · 7 claims · 5 setups

  Full-text index only

  HLA-A gene shows high polymorphism in the Northern Chinese Han population, with 74 gene types and 36 alleles detected in 161 individuals

  genomic ihwg peripheral allele sequence-based pcr sbt

• Molecular epidemiology of DFNB1 deafness in France.

  PMID 15070423 · PMC385234 · BMC medical genetics · 2004 · 8 claims · 7 setups

  Full-text index only

  35delG remains the most common pathogenic GJB2 mutation in the studied French (Languedoc Roussillon) population despite being less frequent than in other Mediterranean populations

  gjb2 dried genomic deaf dhplc pcr-mediated pcr-dhplc

• Genomic analysis of the clonal origins of relapsed acute lymphoblastic leukemia.

  PMID 19039135 · PMC2746051 · Science (New York, N.Y.) · 2008 · 8 claims · 7 setups

  Full-text index only

  Diagnosis and relapse ALL samples show different patterns of CNAs, with relapse-acquired abnormalities preferentially affecting cell cycle regulation and B-cell development genes

  matched bone leukemia diagnosis snp flow quantitative

• Proteomic analysis of protein deposits on worn daily wear silicone hydrogel contact lenses.

  PMID 18989384 · PMC2579937 · Molecular vision · 2008 · 8 claims · 4 setups

  Full-text index only

  Worn silicone hydrogel contact lenses deposit a wide array of proteins from the tear film and other sources.

  deposit excised pooled worn sds-page in-gel lc-ms-ms

• The association between headache and Val158Met polymorphism in the catechol-O-methyltransferase gene: the HUNT Study.

  PMID 16688411 · PMC3451703 · The journal of headache and pain · 2006 · 7 claims · 3 setups

  Full-text index only

  No association was found between COMT Val158Met polymorphism and migraine in a population-based sample.

  peripheral population hunt genotyping structured extraction

• Integrating multi-omics data reveals the antitumor role and clinical benefits of gamma-delta T cells in triple-negative breast cancer.

  PMID 40197136 · PMC11974128 · BMC cancer · 2025 · 8 claims · 8 setups

  Has reproduction · 59

  High γδT cell infiltration is associated with favorable prognosis in TNBC but not in HR-positive or HER2-positive breast cancer

  tnbc tcga-brca metabric single-cell bulk immunohistochemistry

• Functional analysis of human hematopoietic stem cell gene expression using zebrafish.

  PMID 16089502 · PMC1166352 · PLoS biology · 2005 · 8 claims · 8 setups

  Full-text index only

  277 unique transcripts are differentially expressed between Rho lo and Rho hi HSC-enriched/depleted populations, conserved across both umbilical cord blood and bone marrow

  umbilical ucb zebrafish microarray fluorescence-activated quantitative