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KestriMD
Clinical note clarity inside the care record
KestriMD helps patients understand what clinicians actually documented.
Clinical notes are the source of truth. KestriMD explains what the note says, links clarity back to the original sentence, and preserves the medical record.
No rewriting
No guessing
Source anchored
Patient clarity
HOW IT WORKS
Clinical note → Patient question ← Original note evidence
KestriMD grounds patient-facing explanations in the provider’s original documentation.
Traditional patient AI
Note → Model → Simplified story. Meaning can shift.
KestriMD
Patient question → Governing sentence → Understanding. The note stays intact.
LIVE DEMO — CLINICAL NOTE CLARITY
Highlighted phrases remain grounded in the original clinical note, improving patient understanding while reducing clinician follow-up questions, inbox traffic, and back-and-forth communication.
Clinician-Governed Clarity.
Highlight everything. Activate only what the clinician approves.
Demonstration source
This demo uses publicly indexed Bing documents.
KestriMD can point to governed evidence in hospital SharePoint,
Google Drive, clinical repositories, file systems, databases,
and other enterprise systems of record.
The same clinical note at two embedding depths
Filter 5 preserves broader clinical context. Filter 13 narrows the display to fewer, stronger concept-bearing sentences—without changing the underlying note.
Filter 5 — broader clinical context
Colors =
INDEXED TERMS locate what governs • RECOVERED TERMS preserve the original wording • SEMANTIC CONCEPTS expand what matters ℹ️INDEXED TERMS locate governing evidence using explicit indexed language.
RECOVERED TERMS preserve the original words recovered from the governing sentence.
SEMANTIC CONCEPTS expand retrieval beyond the original wording through linguistic and conceptual relationships.
Together they retrieve governing evidence from enterprise repositories, SharePoint, Google Drive, document stores, databases, and the web.
Focus is calculated after retrieval. It measures evidence coverage of the governing document—not search performance.
RECOVERED TERMS preserve the original words recovered from the governing sentence.
SEMANTIC CONCEPTS expand retrieval beyond the original wording through linguistic and conceptual relationships.
Together they retrieve governing evidence from enterprise repositories, SharePoint, Google Drive, document stores, databases, and the web.
Focus is calculated after retrieval. It measures evidence coverage of the governing document—not search performance.
Your thyroid function studies performed in May demonstrate a serum TSH of 2.22 IU/mL.
1INDEXED TERMSGoverning evidence
Accordingly, I recommend adjusting your levothyroxine replacement regimen from 150 mcg daily to 150 mcg five days per week, with 225 mcg (one and one-half tablets) on Wednesdays and Sundays. 6INDEXED TERMSGoverning evidence
your thyroid function studies performed may demonstrate serum tsh 2.22 iu/ml
1RECOVERED TERMSOriginal wordingperformed thyroid tsh iu ml function studies demonstrate serum
1SEMANTIC CONCEPTSConcept expansion • 9performance thyroids tsh - thyroid stimulating hormone iu ml functions studies demonstration serums
Although this value falls within the reference interval for the general population, it is suboptimal in the setting of your history of differentiated thyroid carcinoma following thyroidectomy.
2INDEXED TERMSGoverning evidencealthough value falls within reference interval general population suboptimal setting your history differentiated thyroid carcinoma following thyroidectomy
2RECOVERED TERMSOriginal wordinggeneral following differentiated history thyroid carcinoma thyroidectomy value suboptimal reference population interval
2SEMANTIC CONCEPTSConcept expansion • 12generalization succession differentiation history thyroids carcinoma thyroidectomies value suboptimal reference population intervals
Current endocrine management aims for TSH suppression to reduce stimulation of any residual thyroid tissue and minimize the risk of disease recurrence.
3INDEXED TERMSGoverning evidencecurrent endocrine management aims tsh suppression reduce stimulation residual thyroid tissue minimize risk disease recurrence
3RECOVERED TERMSOriginal wordingendocrine management tsh reduce residual minimize stimulation current thyroid recurrence disease suppression risk tissue
3SEMANTIC CONCEPTSConcept expansion • 14endocrine management tsh - thyroid stimulating hormone reduction residua minifying stimulation currentness thyroids recurrence disease suppression risk tissues
Ideally, your TSH should remain in the 0.1-0.3 IU/mL range.
4INDEXED TERMSGoverning evidenceideally your tsh should remain 0.1-0.3 iu/ml range
4RECOVERED TERMSOriginal wordingtsh iu ml range remain ideally
4SEMANTIC CONCEPTSConcept expansion • 6tsh - thyroid stimulating hormone iu ml range remaining ideals
Your free T4 level of 1.77 ng/dL is within the upper end of the therapeutic range and is appropriate in the context of suppressive levothyroxine therapy.
5INDEXED TERMSGoverning evidenceyour free t4 level 1.77 ng/dl within upper therapeutic range appropriate context suppressive levothyroxine therapy
5RECOVERED TERMSOriginal wordingfree therapeutic appropriate suppressive therapy t4 dl levothyroxine range end upper context level
5SEMANTIC CONCEPTSConcept expansion • 13freedom therapeutics appropriateness suppression therapy t4 dl levothyroxine range ends uppers contexts levels
Accordingly, I recommend adjusting your levothyroxine replacement regimen from 150 mcg daily to 150 mcg five days per week, with 225 mcg (one and one-half tablets) on Wednesdays and Sundays. 6INDEXED TERMSGoverning evidence
accordingly i recommend adjusting your levothyroxine replacement regimen 150 mcg daily five days per week 225 one-half tablets wednesdays sundays
6RECOVERED TERMSOriginal wordingmcg adjusting daily accordingly levothyroxine recommend regimen replacement days week tablets
6SEMANTIC CONCEPTSConcept expansion • 11mcg adjustment cyclicality accord levothyroxine recommendations regimen replacements days weeks tablets
This dosing modification should provide additional TSH suppression while avoiding clinically significant thyrotoxicosis.
7INDEXED TERMSGoverning evidencedosing modification should provide additional tsh suppression while avoiding clinically significant thyrotoxicosis
7RECOVERED TERMSOriginal wordingdosing provide avoiding significant additional tsh thyrotoxicosis clinically modification suppression
7SEMANTIC CONCEPTSConcept expansion • 10doses provision avoidance significance addition tsh - thyroid stimulating hormone thyrotoxicosis clinics modification suppression
∎
KestriMD: Better patient understanding. The clinical note remains the authority.
Filter 13 — fewer, stronger concept-bearing sentences
Colors =
INDEXED TERMS locate what governs • RECOVERED TERMS preserve the original wording • SEMANTIC CONCEPTS expand what matters ℹ️INDEXED TERMS locate governing evidence using explicit indexed language.
RECOVERED TERMS preserve the original words recovered from the governing sentence.
SEMANTIC CONCEPTS expand retrieval beyond the original wording through linguistic and conceptual relationships.
Together they retrieve governing evidence from enterprise repositories, SharePoint, Google Drive, document stores, databases, and the web.
Focus is calculated after retrieval. It measures evidence coverage of the governing document—not search performance.
RECOVERED TERMS preserve the original words recovered from the governing sentence.
SEMANTIC CONCEPTS expand retrieval beyond the original wording through linguistic and conceptual relationships.
Together they retrieve governing evidence from enterprise repositories, SharePoint, Google Drive, document stores, databases, and the web.
Focus is calculated after retrieval. It measures evidence coverage of the governing document—not search performance.
Your thyroid function studies performed in May demonstrate a serum TSH of 2.22 IU/mL.
Although this value falls within the reference interval for the general population, it is suboptimal in the setting of your history of differentiated thyroid carcinoma following thyroidectomy.
Current endocrine management aims for TSH suppression to reduce stimulation of any residual thyroid tissue and minimize the risk of disease recurrence.
3INDEXED TERMSGoverning evidence
Accordingly, I recommend adjusting your levothyroxine replacement regimen from 150 mcg daily to 150 mcg five days per week, with 225 mcg (one and one-half tablets) on Wednesdays and Sundays. This dosing modification should provide additional TSH suppression while avoiding clinically significant thyrotoxicosis.
current endocrine management aims tsh suppression reduce stimulation residual thyroid tissue minimize risk disease recurrence
3RECOVERED TERMSOriginal wordingendocrine management tsh reduce residual minimize stimulation current thyroid recurrence disease suppression risk tissue
3SEMANTIC CONCEPTSConcept expansion • 14endocrine management tsh - thyroid stimulating hormone reduction residua minifying stimulation currentness thyroids recurrence disease suppression risk tissues
Ideally, your TSH should remain in the 0.1-0.3 IU/mL range.
Your free T4 level of 1.77 ng/dL is within the upper end of the therapeutic range and is appropriate in the context of suppressive levothyroxine therapy.
5INDEXED TERMSGoverning evidenceyour free t4 level 1.77 ng/dl within upper therapeutic range appropriate context suppressive levothyroxine therapy
5RECOVERED TERMSOriginal wordingfree therapeutic appropriate suppressive therapy t4 dl levothyroxine range end upper context level
5SEMANTIC CONCEPTSConcept expansion • 13freedom therapeutics appropriateness suppression therapy t4 dl levothyroxine range ends uppers contexts levels
Accordingly, I recommend adjusting your levothyroxine replacement regimen from 150 mcg daily to 150 mcg five days per week, with 225 mcg (one and one-half tablets) on Wednesdays and Sundays. This dosing modification should provide additional TSH suppression while avoiding clinically significant thyrotoxicosis.
∎
KestriMD: Better patient understanding. The clinical note remains the authority.
Evidence first. Clinician judgment always.
KestriMD preserves the original clinical note and keeps every explanation
anchored to clinician-approved language.
The note remains the authority.
KestriMD helps patients understand clinical language without rewriting the record, recommending treatment, or replacing clinician judgment.