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).
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Has reproduction · 92
Prognostic biomarker discovery in pancreatic cancer through hybrid ensemble feature selection and multi-omics data.
PMID 41957754 · PMC13188360 · BioData mining · 2026 · 7 claims · 3 setups
The hEFS framework integrates data subsampling with multiple prognostic models (embedded and wrapper-based), aggregates feature rankings via a voting-theory-inspired approach, and selects the optimal feature subset via Pareto front optimization, eliminating user-defined thresholds.
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Full-text index only
Inparanoid: a comprehensive database of eukaryotic orthologs.
PMID 15608241 · PMC540061 · Nucleic acids research · 2005 · 8 claims · 4 setups
The Inparanoid algorithm identifies true ortholog clusters by seeding on reciprocal best-matching pairs, gathering inparalogs (post-speciation duplicates) while excluding outparalogs (pre-speciation duplicates)
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Full-text index only
The distribution of SNPs in human gene regulatory regions.
PMID 16209714 · PMC1260019 · BMC genomics · 2005 · 8 claims · 6 setups
SNPs occur with higher density closer to the transcriptional start site within gene promoter regions than in further upstream regions
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Has reproduction · 67
A consensus approach to vertebrate de novo transcriptome assembly from RNA-seq data: assembly of the duck (Anas platyrhynchos) transcriptome.
PMID 25009556 · PMC4070175 · Frontiers in genetics · 2014 · 8 claims · 8 setups
Multiple k-mer (MK) assemblies are more complete than single k-mer (SK) assemblies, showing higher reads-mapped-back-to-transcripts (RMBT) and higher CEGMA complete-gene percentages for all three tools.