# OnCo record idea-prev-pathology-ai-borderline-anchor (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-prev-pathology-ai-borderline-anchor/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-prev-pathology-ai-borderline-anchor" ;
  schema:name "AI second reads to stop borderline lesions being upgraded to cancer"@en ;
  schema:description "Whether a lesion is called precancer or cancer varies between pathologists, and over time the bar has drifted lower. AI reference reads could hold the line."@en ;
  schema:url <https://onco.cc/ideas/idea-prev-pathology-ai-borderline-anchor/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://doi.org/10.1093/jnci/djq099> ;
  onco:sections <https://onco.cc/fronts/diagnostics/> ;
  onco:technologies <https://onco.cc/technologies/digital-pathology-ai/>, <https://onco.cc/technologies/pathology-foundation-model/> ;
  onco:companies <https://onco.cc/companies/paige/>, <https://onco.cc/companies/pathai/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-overdiagnosis/>, <https://onco.cc/bottlenecks/b-ai-validation/> ;
  onco:keyPapers <https://onco.cc/key-papers/paper-welch-j-natl-cancer-inst/> .