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 · 44
Dynamic Gene Attention Focus (DyGAF): Enhancing Biomarker Identification Through Dual-Model Attention Networks.
PMID 40160891 · PMC11951896 · Bioinformatics and biology insights · 2025 · 6 claims · 5 setups
DyGAF, a dual-model attention neural network (independent Model A + dependent Model B), identifies and ranks genes by significance for COVID-19 biomarker discovery more effectively than differential expression analysis (DEA) and random forest (RF) feature selection
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Has reproduction · 87
Inhibition of SARS-CoV-2 Infections in Engineered Human Tissues Using Clinical-Grade Soluble Human ACE2.
PMID 32333836 · PMC7181998 · Cell · 2020 · 8 claims · 7 setups
Clinical-grade hrsACE2 significantly inhibits SARS-CoV-2 infection of Vero-E6 cells in a dose-dependent manner
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Has reproduction · 89
Assessing the impacts of COVID-19 vaccination programme's timing and speed on health benefits, cost-effectiveness, and relative affordability in 27 African countries.
PMID 36882868 · PMC9991879 · BMC medicine · 2023 · 8 claims · 6 setups
Vaccination programmes with earlier start dates yield the most health benefits and lowest ICERs compared to late-starting programmes
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Deleterious Effects of SARS-CoV-2 Infection on Human Pancreatic Cells.
PMID 34282405 · PMC8285288 · Frontiers in cellular and infection microbiology · 2021 · 8 claims · 7 setups
iPSC-derived pancreatic endocrine and exocrine (acinar/ductal) cultures express ACE2 and TMPRSS2, enabling SARS-CoV-2 entry