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Semantic search (semantic(),
semantic_all()): Natural language concept search using
neural embeddings. Search for clinical intent like “high blood sugar
levels” to find diabetes-related concepts. Supports filtering by
vocabulary, domain, standard concept, concept class, and minimum
similarity threshold. semantic_all() provides automatic
pagination with progress bar.
Similarity search (similar()): Find
concepts similar to a reference concept ID, concept name, or natural
language query. Three algorithm options: 'semantic' (neural
embeddings), 'lexical' (string matching), and
'hybrid' (combined). Configurable similarity threshold with
optional detailed scores and explanations.
Hierarchy get() method: New method
to retrieve complete concept hierarchy (ancestors and descendants) in a
single call with support for “flat” or “graph” visualization
formats.
Vocabulary domain_stats() method:
New method to get statistics for a specific domain within a
vocabulary.
Vocabulary concept_classes()
method: New method to list all available concept
classes.
Added vocab_release parameter to concepts, mappings,
relationships, and hierarchy methods for explicit vocabulary version
pinning.
Added include_hierarchy parameter to
concepts$get() and
concepts$get_by_code().
API parameter naming: Updated to match OMOPHub API v1.3.0 specifications:
limit → page_size for paginationvocabulary, domain →
vocabulary_ids, domain_ids for filteringmax_results → page_size for result
limitsrelationship_type → relationship_ids for
relationship filteringtarget_vocabularies → target_vocabulary
(singular) in mappingsvocabulary_id → vocabulary_ids (plural) in
hierarchy methodsAPI simplifications: Several methods now have fewer parameters to match the simplified backend API:
mappings$get(): Removed direction,
include_indirect, standard_only,
include_mapping_quality, include_synonyms,
include_context, paginationdomains$list(): Simplified to single
include_stats parametervocabularies$get(): Now takes only
vocabulary_idvocabularies$domains(): Now takes no parametersBatch limits: concepts$batch()
maximum reduced from 1000 to 100 concepts per request.
Default changes:
concepts$batch() standard_only default
changed from FALSE to TRUErelationships$get() default page_size
changed from 50 to 100include_synonyms and
include_relationships parameters to
get_by_code() for retrieving concept synonyms and
relationships in a single request.OMOPHub-SDK-R/{version}.OMOPHubClient for
accessing OMOPHub APIhttr2::req_throttle()basic_all()) returning tibblesOMOPHUB_API_KEY)vocab_version
parameterThese binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.