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Exact Dx synthetic data · demonstration
Extended criteria (experimental). This is the broader ten-condition engine, kept as a secondary area. It shows ICD-10-CM codes and illustrative grouping effects for CDI staff. The primary surface is Before you sign (kidney, measurement only). All extended pages.

← Back to the worklist · Whole encounter ENC-00058

Kenji Galloway: Hyponatraemia

ENC-00058 · 56M · Cardiology · admitted Wed Nov 04, 2026 05:55 PM · discharged Tue Nov 10, 2026 02:48 PM · attending Dr. Kenji Stavros · resident Dr. Elena Nakashima

Clinical validation gap Criteria not met Open

Documented “hyponatremia” (E87.1) but the criteria are not met: All sodium values 135 or above (lowest 136).

Documented vs supported

Documented
“hyponatremia” · E87.1 Hypo-osmolality and hyponatremia
Criteria support
criteria not met
Outcome
All sodium values 135 or above (lowest 136)
Rule
Hyponatraemia v2026.11-1
Published source
Clinical practice guideline on diagnosis and treatment of hyponatraemia (Spasovski et al., Eur J Endocrinol 2014;170:G1-G47) (2014), Classification by biochemical severity: mild 130-135, moderate 125-129, profound <125 mmol/L · source (checked 2026-11-14)

Effect if the clinician agrees (illustrative)

Change
remove E87.1
Secondary-diagnosis level
CC → removed
MS-DRG (illustrative)
292 Heart failure and shock with CC → 293 Heart failure and shock without CC/MCC
Relative weight
0.8490 → 0.5660 (-0.2830)
Codes before
I50.32, E87.1
Codes after
I50.32

All open gaps on this encounter together: MS-DRG 292 → 293 (RW -0.2830).

CC/MCC status, CC exclusions (subset) and relative weights from the public CMS FY2026 IPPS final rule tables (5, 6I, 6J, 6K). This is not a grouper and not a payment estimate. Queries never mention any of this.

Severity documentation index change SIMULATED

-0.5 points

SIMULATED: Illustrative severity weights (MCC = 1.0, CC = 0.5, non-CC = 0) summed over secondary diagnoses; not a validated risk-adjustment model and not a measured effect.

Evidence

Structured values are read by code from the cited rows. Note facts are shown only when the model's quote was found verbatim in the note.

Evidence (each item cited to a source row or a quoted span)
InputValueSource
Lowest serum sodium this stay (mmol/L) 136.0
sodium 136 mmol/L · lab LAB-001968 · 2026-11-04 18:55
Number of sodium values below 135 0 derived (no source row)
Rule trace (inputs, thresholds, outcome)
Rule trace (rule hyponatremia v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: severity case(na_min < t.profound, 'profound', na_min < t.moderate, 'moderate', na_min < t.low, 'mild', 'none') na_min=136.0, t.low=135, t.moderate=130, t.profound=125 none
outcome: met na_min < t.low and na_low_count >= t.repeat and na_treated na_low_count=0, na_min=136.0, na_treated=False, t.low=135, t.repeat=2 false
outcome: untreated na_min < t.low na_min=136.0, t.low=135 false
outcome: not_met na_min >= t.low na_min=136.0, t.low=135 true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #2077); clinical indicators and answer options assembled by code from the rule and the record.

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DOCUMENTATION QUERY (draft)
Title: Clarification request: electrolyte documentation
Encounter: ENC-00058   Patient: Kenji Galloway   To: Dr. Kenji Stavros

Clinical indicators from the health record:
- Documented in the record: "hyponatremia" [Progress note DOC-000202]
- sodium 136 mmol/L (2026-11-04 18:55) [lab LAB-001968]

Question:
The indicators above are documented in this encounter. Could you clarify the status of the documented electrolyte diagnosis?

Response options (select one or write your own):
( ) Hyponatremia: confirmed (please document the supporting clinical information)
( ) Hyponatremia: ruled out
( ) Other explanation of the clinical findings (please specify): ____________
( ) Unable to determine

Please respond based on your independent clinical judgement. Any response, including "unable to determine", is acceptable. This query and your response are kept as part of the health record.

Other findings on this encounter

History

Audit entries for this finding (newest first)
SeqWhen (UTC)ActorAction EntitiesDecision / reasonModel / hashes
2077 2026-11-14T20:57:24 system:llm
system
llm.call ENC-00058, ENC-00058.hyponatremia — clockworks-mock mock-1/exactdx.draft_query@1
prompt 93e8559a2fcf
output b161c13a4bee
entry 7eef39b90487
1251 2026-11-14T19:24:29 system:llm
system
llm.call ENC-00058, ENC-00058.hyponatremia — clockworks-mock mock-1/exactdx.draft_query@1
prompt 93e8559a2fcf
output b161c13a4bee
entry 35f1b615d14b
509 2026-11-14T18:29:04 system:llm
system
llm.call ENC-00058, ENC-00058.hyponatremia — clockworks-mock mock-1/exactdx.draft_query@1
prompt 93e8559a2fcf
output b161c13a4bee
entry ffe7f59c6e75