vocab_mapper: embed ICD-11
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- Avg merge
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- Merged PRs (30d)
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Description
We should add embeddings to Pinecone for ICD-11, allowing us to generate mappings to ICD codes.
This was a logical next step for the Satuesehat projects, but would also enable Samson at Stanford to start using the vocab mapper on his own datasets.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No file, entry point, or test is named. Start by locating the vocab_mapper and its existing Pinecone workflow, then determine how ICD-11 embeddings and mappings should be represented. Done means ICD-11 embeddings are available in Pinecone and the mapper can generate ICD-code mappings.
Written by the indexing model from the issue text.
Assessment
- Domain
- databases, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100