Tag: Tuva
All the articles with the tag "Tuva".
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Connecting Clinical and Operational Data to Tuva with dbt
How to map EHR and operational sources into the Tuva Input Layer with dbt, and where to join what Tuva does not model.
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Tuva column extensions: carry a custom column from eligibility to core
How to carry a custom column like contract_type from Tuva's eligibility input layer to core__eligibility using x_ extension columns, without forking.
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The limit_zero macro bug: how dbt resolves macro names across packages
· UpdatedWhy a Tuva demo project failed with 'limit_zero' is undefined on DuckDB: bare macro names don't cross packages, dispatch is a second lookup, and the fix.
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CCLF is not eligibility: where dual status gets lost in Medicare ACO data
How a coalesce and a latest-month rule in Tuva's CCLF + ALR connectors can turn full-dual Medicare beneficiaries into non-duals in CMS-HCC.
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Tuva's encounter grouper only groups claims. Here's what happens to your ADT encounters
Tuva's encounter grouper only runs on claims. Clinical ADT/EHR encounters are standardized and stacked in core.encounter, never matched or deduped.
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Full risk vs non-risk contracts: not the same axis as risk adjustment
Full risk and non-risk describe who bears financial risk in a healthcare contract. Risk adjustment describes how much gets paid. They share a word, not a mechanism.
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Building a data quality dashboard on top of Tuva's DQI mart
Tuva's DQI mart produces fill rates and anomaly flags for every input field in a claims dataset. Here's how to surface that in a Streamlit dashboard with meaningful visualizations.
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Running the Tuva Project on DuckDB — what breaks and how to fix it
Tuva 0.17.2 on DuckDB 1.10 with dbt 1.11 produces three distinct failure modes. This is what actually broke and how each one was fixed.