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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Full-text index only
AMR-GNN: a multi-representation graph neural network framework to enable genomic antimicrobial resistance prediction.
PMID 41792137 · PMC13087051 · Nature communications · 2026 · 7 claims · 8 setups
AMR-GNN, a graph neural network integrating multiple genomic representations (unitigs, SNPs, FCGR) via low-rank multimodal fusion, improves AMR phenotype prediction in P. aeruginosa compared to single-representation baseline models.
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Metagenomic analysis of respiratory tract DNA viral communities in cystic fibrosis and non-cystic fibrosis individuals.
PMID 19816605 · PMC2756586 · PloS one · 2009 · 8 claims · 8 setups
CF phage communities are highly similar to each other, whereas Non-CF individuals have more distinct, variable phage communities reflecting transient environmental sampling
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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
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
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Has reproduction · 88
Wochenende - modular and flexible alignment-based shotgun metagenome analysis.
PMID 36368923 · PMC9650795 · BMC genomics · 2022 · 8 claims · 6 setups
Wochenende is a modular, transparent alignment-based pipeline for shotgun metagenome analysis supporting short and long reads across all kingdoms of life