{"entity":{"id":"idea-data-rapid-guideline-translation","kind":"idea","name":"Expert-verified translation of guideline updates into 20 languages within 30 days","aka":[],"tldr":"Most oncology guidelines exist only in English, and national adaptations lag by years and often diverge. Machine translation checked by a clinician-verifier per language could publish each recommendation update in 20 languages within 30 days, side by side with the source and with local adaptations flagged explicitly.","summary":"Most oncology guidelines exist only in English; national adaptations lag by years and often diverge. With computable guidelines and machine translation quality now high for medical text, a service could translate each recommendation update into 20 languages with a clinician-verifier per language, publishing side by side with the source and flagging local adaptations explicitly.","asOf":"2026-09-08","links":[{"label":"Bottleneck evidence (Knowledge reaches practice too slowly): Morris, Wooding & Grant, The answer is 17 years, what is the question (JRSM 2011)","url":"https://doi.org/10.1258/jrsm.2011.110180"}],"tags":[],"related":["idea-data-computable-living-guidelines"],"cancers":[],"sections":["ai-computation"],"technologies":[],"targets":[],"drugs":[],"companies":[],"institutions":[],"pathways":[],"terms":[],"trials":[],"people":[],"bottlenecks":["b-knowledge-diffusion","b-global-access"],"keyPapers":["paper-morris-j-r-soc-med"],"journals":[],"dependsOn":[],"notes":[],"hypothesis":"Rapid translation will reduce the lag between English guideline updates and their availability in other languages from years to under 30 days and increase guideline-concordant care in non-English-speaking regions.","rationale":"Language is a documented barrier to guideline uptake; the cost of translation was the obstacle and has collapsed.","test":"Translate one guideline's updates for one year into ten languages; measure time to availability, verifier correction rates, and access by clinicians in target countries.","maturity":"speculative","actor":"engineering","cost":"small","horizonYears":1},"route":"/ideas/idea-data-rapid-guideline-translation/","neighbours":{"idea":[{"id":"idea-data-computable-living-guidelines","kind":"idea","name":"Living guidelines published as versioned, computable rules","route":"/ideas/idea-data-computable-living-guidelines/"}],"section":[{"id":"ai-computation","kind":"section","name":"AI & Computation","route":"/fronts/ai-computation/"}],"bottleneck":[{"id":"b-knowledge-diffusion","kind":"bottleneck","name":"Knowledge reaches practice too slowly","route":"/bottlenecks/b-knowledge-diffusion/"},{"id":"b-global-access","kind":"bottleneck","name":"Most of the world has almost no cancer care","route":"/bottlenecks/b-global-access/"}],"paper":[{"id":"paper-morris-j-r-soc-med","kind":"paper","name":"The answer is 17 years, what is the question: understanding time lags in translational research","route":"/key-papers/paper-morris-j-r-soc-med/"}]}}