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).

• iAODE for benchmarking and continuum modeling of single-cell chromatin accessibility.

  PMID 41775921 · PMC13066597 · Communications biology · 2026 · 8 claims · 5 setups

  Full-text index only

  iAODE combines a ZINB-likelihood VAE, a latent Neural ODE, low-weight KL regularization, and an interpretable reconstruction (irecon) bottleneck to learn generative, temporally continuous latent spaces for scATAC-seq.

  simulated real small simulated scatac-seq

• Molecular Epidemiology of Invasive Group B Streptococcus in South Africa, 2019-2020.

  PMID 39737783 · PMC11998550 · The Journal of infectious diseases · 2025 · 8 claims · 6 setups

  Has reproduction

  Invasive GBS isolates in South Africa belong to 5 clonal complexes (CC1, CC8/10, CC17, CC19, CC23) and 6 serotypes (III, Ia, V, II, Ib, IV)

  invasive high-quality latex antimicrobial whole-genome

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

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

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  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

• Dynamics of gut bacteriophage in diversity outbred mice studied over lifespan and during extreme caloric restriction.

  PMID 41772715 · PMC12983593 · Microbiome · 2026 · 8 claims · 8 setups

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  Quiescent prophages dominate gut viral metagenomes, consistent with 'piggyback-the-winner' dynamics

  fecal metagenomic custom subset shotgun viral kraken2-based

• From forest to farm: the impact of a broad spectrum of lifestyles on the porcine gut microbiota.

  PMID 41810129 · PMC12969317 · Current research in microbial sciences · 2026 · 8 claims · 6 setups

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  Dietary variables had the largest effect on microbiota composition among lifestyle factors tested

  faecal 16s microbiota 16s volatile faecal