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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Web services and workflow management for biological resources.
PMID 16351751 · PMC1866383 · BMC bioinformatics · 2005 · 8 claims · 4 setups
Workflow management systems combined with Web Services are a promising ICT approach for automating access to and integration of biomedical data.
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Has reproduction · 100
A workflow reproducibility scale for automatic validation of biological interpretation results.
PMID 37150537 · PMC10164546 · GigaScience · 2022 · 8 claims · 4 setups
Comparing output files by checksum alone is insufficient to verify reproducibility, since checksums can differ even when the underlying biological interpretation is unchanged
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IDEAL-Q, an automated tool for label-free quantitation analysis using an efficient peptide alignment approach and spectral data validation.
PMID 19752006 · PMC2808259 · Molecular & cellular proteomics : MCP · 2010 · 6 claims · 5 setups
IDEAL-Q predicts the elution time of peptides unidentified in a given LC-MS/MS run (but identified in others) using a computation-efficient linear regression plus fragmental refining function, avoiding costly whole-dataset pattern recognition