{"id":"W4365143687","doi":"10.1038/s41586-023-05881-4","title":"Foundation models for generalist medical artificial intelligence","year":2023,"lang":"en","type":"review","venue":"Nature","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":1575,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Center for Advancing Translational Sciences; Army Research Office; National Human Genome Research Institute; National Institute of Neurological Disorders and Stroke; Multidisciplinary University Research Initiative; Wu Tsai Neurosciences Institute, Stanford University; National Science Foundation; National Institutes of Health; Advanced Research Projects Agency; Defense Advanced Research Projects Agency","keywords":"Computer science; Set (abstract data type); Artificial intelligence; Modalities; Task (project management); Data science; Machine learning","routes":{"ca_aff":true,"ca_fund":false,"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":0.1777555539515253,"score_gpt":0.4640209167861247,"score_spread":0.2862653628345994,"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."}}