{"id":"W4392168151","doi":"10.1038/s41592-024-02201-0","title":"scGPT: toward building a foundation model for single-cell multi-omics using generative AI","year":2024,"lang":"en","type":"article","venue":"Nature Methods","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1044,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vector Institute; University of Toronto; University Health Network","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; University Health Network","keywords":"Generative grammar; Inference; Synthetic biology; Computer science; Systems biology; Computational biology; Transformer; Annotation; Generative model; Artificial intelligence; Language model; Biology; Machine learning; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08220096878827339,"score_gpt":0.4072693791762135,"score_spread":0.3250684103879401,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}