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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-00004

Luca Abernath: Hyponatraemia

ENC-00004 · 83F · Hospital Medicine · admitted Thu Oct 29, 2026 12:49 PM · discharged Thu Nov 05, 2026 12:42 PM · attending Dr. Cyrus Ellingham

Specificity gap Criteria met Open

Criteria support Hyponatraemia (moderate) (E87.1); no corresponding diagnosis is documented.

Documented vs supported

Documented
not documented
Criteria support
Hyponatraemia (moderate) · E87.1 Hypo-osmolality and hyponatremia
Outcome
Sodium below 135 on 6 values (lowest 126, moderate) with treatment ordered
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
add E87.1
Secondary-diagnosis level
— → CC
MS-DRG (illustrative)
872 Septicemia or severe sepsis without MV >96 hours without MCC → 872 Septicemia or severe sepsis without MV >96 hours without MCC
Relative weight
1.0233 → 1.0233 (+0.0000)
Codes before
A41.9, N39.0, I50.30, I10, E78.5
Codes after
A41.9, N39.0, I50.30, I10, E78.5, E87.1

All open gaps on this encounter together: MS-DRG 872 → 689 (RW +0.1370).

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) 126.0
sodium 126 mmol/L · lab LAB-000120 · 2026-10-30 05:00
Number of sodium values below 135 6
sodium 128 · lab LAB-000119 · 2026-10-29 13:49
sodium 126 · lab LAB-000120 · 2026-10-30 05:00
sodium 127 · lab LAB-000121 · 2026-10-31 05:00
sodium 130 · lab LAB-000122 · 2026-11-01 05:00
sodium 132 · lab LAB-000123 · 2026-11-02 05:00
sodium 134 · lab LAB-000124 · 2026-11-03 05:00
Fluid restriction, salt tablets, hypertonic saline or a vaptan ordered True
fluid restriction 1.2 L/day · order ORD-000003 · 2026-10-29 15:49
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=126.0, t.low=135, t.moderate=130, t.profound=125 moderate
outcome: met na_min < t.low and na_low_count >= t.repeat and na_treated na_low_count=6, na_min=126.0, na_treated=True, t.low=135, t.repeat=2 true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #1966); 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-00004   Patient: Luca Abernath   To: Dr. Cyrus Ellingham

Clinical indicators from the health record:
- sodium 126 mmol/L (2026-10-30 05:00) [lab LAB-000120]
- sodium 128 (2026-10-29 13:49) [lab LAB-000119]
- sodium 127 (2026-10-31 05:00) [lab LAB-000121]
- sodium 130 (2026-11-01 05:00) [lab LAB-000122]
- sodium 132 (2026-11-02 05:00) [lab LAB-000123]
- sodium 134 (2026-11-03 05:00) [lab LAB-000124]
- fluid restriction 1.2 L/day (2026-10-29 15:49) [order ORD-000003]

Question:
Based on your clinical judgement and the indicators above, can a related diagnosis be documented?

Response options (select one or write your own):
( ) Hyponatremia (please specify cause, if known)
( ) Other (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
1966 2026-11-14T20:57:22 system:llm
system
llm.call ENC-00004, ENC-00004.hyponatremia — clockworks-mock mock-1/exactdx.draft_query@1
prompt 300e15d9f73a
output 1529a3e2b70e
entry e90409efeccf
1140 2026-11-14T19:24:27 system:llm
system
llm.call ENC-00004, ENC-00004.hyponatremia — clockworks-mock mock-1/exactdx.draft_query@1
prompt 300e15d9f73a
output 1529a3e2b70e
entry ff8af618e6fd
398 2026-11-14T18:29:03 system:llm
system
llm.call ENC-00004, ENC-00004.hyponatremia — clockworks-mock mock-1/exactdx.draft_query@1
prompt 300e15d9f73a
output 1529a3e2b70e
entry 0f1fd8ce8360