# OnCo record idea-data-silent-trial-before-deployment (idea). Data CC BY-NC 4.0, attribute "Data from OnCo (onco.cc)". Whole corpus: https://onco.cc/api/v1/onco.nt
@prefix schema: <https://schema.org/> .
@prefix onco: <https://onco.cc/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://onco.cc/ideas/idea-data-silent-trial-before-deployment/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-data-silent-trial-before-deployment" ;
  schema:name "A mandatory silent (shadow) trial before any cancer AI goes live"@en ;
  schema:description "Before an AI tool is allowed to influence care at a hospital, it would run invisibly alongside clinicians for months so its real-world performance at that site is known first."@en ;
  schema:url <https://onco.cc/ideas/idea-data-silent-trial-before-deployment/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://doi.org/10.1038/s41591-021-01312-x> ;
  onco:related <https://onco.cc/ideas/idea-data-drift-monitoring-standard/> ;
  onco:sections <https://onco.cc/fronts/ai-computation/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-ai-validation/> ;
  onco:keyPapers <https://onco.cc/key-papers/paper-wu-nat-med/> .