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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-00099

Rafael Abernath: Hyponatraemia

ENC-00099 · 48M · Cardiology · admitted Sat Oct 24, 2026 08:48 PM · discharged Sun Nov 01, 2026 04:13 PM · attending Dr. Odette Galloway · resident Dr. Noor Halvorsen

Clinical judgement required Clinical judgement required Open

Clinical judgement required: Low sodium without documented treatment or repeat values; clinical significance is a clinician judgement.

Documented vs supported

Documented
“hyponatremia” · E87.1 Hypo-osmolality and hyponatremia
Criteria support
no conclusion: clinical judgement required
Outcome
Low sodium without documented treatment or repeat values; clinical significance is a clinician judgement
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)

Clinical judgement required. The rule does not conclude here. A CDI specialist may send an open query or dismiss the finding; nothing is proposed as fact.

Effect if the clinician agrees (illustrative)

Change
no projected change (clinician judgement)
Secondary-diagnosis level
CC → —
MS-DRG (illustrative)
292 Heart failure and shock with CC → 292 Heart failure and shock with CC
Relative weight
0.8490 → 0.8490 (+0.0000)
Codes before
I50.30, E87.1
Codes after
I50.30, E87.1

All open gaps on this encounter together: MS-DRG 292 → 292 (RW +0.0000). The grouping does not change; the record becomes accurate.

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

0.0 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) 133.0
sodium 133 mmol/L · lab LAB-003369 · 2026-10-24 21:48
Number of sodium values below 135 1
sodium 133 · lab LAB-003369 · 2026-10-24 21:48
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=133.0, t.low=135, t.moderate=130, t.profound=125 mild
outcome: met na_min < t.low and na_low_count >= t.repeat and na_treated na_low_count=1, na_min=133.0, na_treated=False, t.low=135, t.repeat=2 false
outcome: untreated na_min < t.low na_min=133.0, t.low=135 true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #2163); 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-00099   Patient: Rafael Abernath   To: Dr. Odette Galloway

Clinical indicators from the health record:
- Documented in the record: "hyponatremia" [Progress note DOC-000335]
- sodium 133 mmol/L (2026-10-24 21:48) [lab LAB-003369]

Question:
Could you review the sodium values above and clarify their clinical significance, if any?

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
2163 2026-11-14T20:57:24 system:llm
system
llm.call ENC-00099, ENC-00099.hyponatremia — clockworks-mock mock-1/exactdx.draft_query@1
prompt b490130e78a9
output 87f72fd19df7
entry 10d6952f60fb
1337 2026-11-14T19:24:30 system:llm
system
llm.call ENC-00099, ENC-00099.hyponatremia — clockworks-mock mock-1/exactdx.draft_query@1
prompt b490130e78a9
output 87f72fd19df7
entry fbc11c3c6b3c
595 2026-11-14T18:29:05 system:llm
system
llm.call ENC-00099, ENC-00099.hyponatremia — clockworks-mock mock-1/exactdx.draft_query@1
prompt b490130e78a9
output 87f72fd19df7
entry 9452245335b7