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).

• Genome modelling and design across all domains of life with Evo 2.

  PMID 41781614 · PMC13128491 · Nature · 2026 · 8 claims · 8 setups

  Full-text index only

  Evo 2 accurately predicts functional impacts of genetic variation, from noncoding pathogenic mutations to clinically significant BRCA1 variants, without task-specific fine-tuning

  gene prokaryotic species proteins zero-shot mutational stop

• Heterogeneity of p53 mutational status in esophageal squamous cell carcinoma.

  PMID 9617346 · PMC5921814 · Japanese journal of cancer research : Gann · 1998 · 6 claims · 4 setups

  Full-text index only

  Three of 10 esophageal squamous cell carcinomas showed heterogeneous p53 mutational status, but only within the pre-invasive (carcinoma in situ) area.

  esophageal paraffin-embedded genomic biotinylated immunohistochemistry microdissection nested

• Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning.

  PMID 36611079 · PMC9825621 · NPJ precision oncology · 2023 · 8 claims · 8 setups

  Has reproduction

  Tree-based (XGBoost, LightGBM) and deep-learning (TabNet) tabular ML classifiers achieve state-of-the-art somatic vs germline classification in tumor-only WES samples, outperforming PureCN.

  tcga same metastatic tumor-only whole-exome wes copy-number