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 · 88
Comprehensive benchmarking of large language models for RNA secondary structure prediction.
PMID 40205851 · PMC11982019 · Briefings in bioinformatics · 2025 · 7 claims · 4 setups
Existing RNA-LLMs had not previously been evaluated for secondary structure prediction in a unified, fair experimental setup with the same datasets and prediction model.
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Has reproduction · 50
BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization.
PMID 41266599 · PMC12635123 · Communications biology · 2025 · 8 claims · 8 setups
BiRNA-BERT uses adaptive dual-tokenization that dynamically selects nucleotide-level (NUC) or byte-pair encoding (BPE) tokens based on input sequence length
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Has reproduction · 50
Genome-wide identification of Hfq-regulated small RNAs in the fire blight pathogen Erwinia amylovora discovered small RNAs with virulence regulatory function.
PMID 24885615 · PMC4070566 · BMC genomics · 2014 · 8 claims · 8 setups
A total of 40 candidate Hfq-dependent sRNAs were identified genome-wide in E. amylovora by combining RNA-seq with a Rho-independent terminator search.
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Has reproduction · 54
Oxidative stress protection and growth promotion activity of Pseudomonas mercuritolerans sp. nov., in forage plants under mercury abiotic stress conditions.
PMID 36560952 · PMC9763275 · Frontiers in microbiology · 2022 · 8 claims · 8 setups
Inoculation with SAICEUPSM^T significantly reduces the oxidative stress enzymatic response (CAT, APX, SOD, GR) in Lupinus albus grown under mercury stress