{"id":"VC0057","type":"paper","title":"Assessing scale and predictive diversity in models for single-cell transcriptomics based on Geneformer.","authors_or_org":"Chen J, Schmidt F, Henao R.","date":"2026-07-30","year":"2026","venue":"PLoS computational biology","url":"https://doi.org/10.1371/journal.pcbi.1013701","doi":"10.1371/journal.pcbi.1013701","pmid":"42531328","brain_tumor_focus":"no","tags":["scaling","Geneformer"],"tag_slugs":["scaling"],"tag_labels":["Scaling"],"tag_labels_zh":["规模化"],"unmapped_tags":["Geneformer"],"one_line_summary_en":"Assessing scale and predictive diversity of Geneformer-based models.","one_line_summary_zh":"评估Geneformer类模型的规模效应。","verified":"yes","verification_source":"Europe PMC","page_url":"https://gliostate.com/library/VC0057/","api_url":"https://gliostate.com/api/items/VC0057.json","sameAs":["https://doi.org/10.1371/journal.pcbi.1013701","https://pubmed.ncbi.nlm.nih.gov/42531328/"],"is_preprint":false,"facets":{"type":"https://gliostate.com/library/type/paper/","year":"https://gliostate.com/library/year/2026/","tags":["https://gliostate.com/library/tag/scaling/"]},"cited_by":[],"related":[{"id":"VC0033","title":"X-Cell: Scaling Causal Perturbation Prediction Across Diverse Cellular Contexts via Diffusion Language Models","shared_tags":["scaling"],"page_url":"https://gliostate.com/library/VC0033/","api_url":"https://gliostate.com/api/items/VC0033.json"}]}