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
Next-generation sequencing.
PMID 20030863 · PMC2797692 · Breast cancer research : BCR · 2009 · 8 claims · 7 setups
Massively parallel sequencing can simultaneously capture base-pair mutations, copy number aberrations and somatic rearrangements of a cancer genome in a single experiment
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Full-text index only
Exome sequencing identifies the cause of a mendelian disorder.
PMID 19915526 · PMC2847889 · Nature genetics · 2010 · 8 claims · 7 setups
Exome sequencing of a small number of unrelated affected individuals, combined with filtering against public SNP databases and HapMap exomes, is sufficient to identify the causal gene for a monogenic disorder of unknown etiology.
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Full-text index only
Targeted capture and massively parallel sequencing of 12 human exomes.
PMID 19684571 · PMC2844771 · Nature · 2009 · 8 claims · 8 setups
Targeted exome capture combined with massively parallel sequencing sensitively and specifically identifies rare and common variants across >300 Mb of coding sequence
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Has reproduction
Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning.
PMID 36611079 · PMC9825621 · NPJ precision oncology · 2023 · 7 claims · 8 setups
Tabular ML classifiers (TabNet, XGBoost, LightGBM) trained on tumor-only-derived features achieve state-of-the-art somatic vs germline classification, with AUC>94% on TCGA holdout and AUC>85% on metastatic melanoma.