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Summary
The existing fairness report only measures de-identification leakage disparity across surrogate groups; it says nothing
about whether extraction recall/F1 is equitable across sites, note types, ...
improvement
P1
roadmap-v2
maziyarpanahi
Core modules lack coverage. Target 80% line coverage for critical paths.
Generated for enterprise-scale GitHub performance testing.
Repository: integration-coupa Booster Run ID: boost-20260625-121619 ...
P0-critical
perf-test
julka-veeam
Summary
Radiology reports need entity extraction (observations, anatomy) plus relations (located-at, suggestive-of, modify) and
uncertainty on findings, which the current NER-only harness cannot score. ...
feature
P1
roadmap-v2
Summary
Trustworthy extraction benchmarks need a defensible gold corpus with measured annotator agreement, but the repo has only
single-annotator synthetic fixtures and no import path from annotation ...
epic
P1
roadmap-v2
Summary
n2c2 2018 (ADE/medication relations) and 2022 (social determinants), plus BioRED, are the reference clinical relation
corpora, but they are DUA-restricted and must never be committed. The repo ...
feature
P1
roadmap-v2
Several packages are outdated. Run audit and upgrade to latest stable versions.
Generated for enterprise-scale GitHub performance testing.
Repository: integration-coupa Booster Run ID: boost-20260625-121619 ...
P3-low
perf-test
Summary
There is no drift signal from real usage feeding the flywheel, and the non-negotiable is that no raw PHI or
detected-span text may ever leave the host. The retrain trigger needs a drift feed, ...
feature
P1
roadmap-v2
Summary
Daily re-releases replace a family s shipping model, but there is no formal head-to-head that treats the incumbent as
champion and the candidate as challenger with an explicit, auditable promotion ...
feature
P1
roadmap-v2
Build takes too long. Parallelize steps and add caching.
Generated for enterprise-scale GitHub performance testing.
Repository: integration-coupa Booster Run ID: boost-20260625-121619 Sequence: 80
P3-low
perf-test
Summary
The daily-release flywheel produces candidates but has no automated feedback edge that decides when a family needs a
fresh checkpoint. Right now a leakage regression or a production drift signal ...
epic
P1
roadmap-v2
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