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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-00171

Viggo Merriweather: Chronic kidney disease

ENC-00171 · 59F · Hospital Medicine · admitted Sun Nov 08, 2026 10:50 PM · discharged Thu Nov 12, 2026 12:56 PM · attending Dr. Cyrus Ellingham · resident Dr. Keira Upfield

Specificity gap Criteria met Open

Documented “CKD stage 3” (N18.30); criteria support the more specific Chronic kidney disease stage 3b (N18.32).

Documented vs supported

Documented
“CKD stage 3” · N18.30 Chronic kidney disease, stage 3 unspecified
Criteria support
Chronic kidney disease stage 3b · N18.32 Chronic kidney disease, stage 3b
Outcome
Two eGFR values >=90 days apart, both below 60; staging value 36.6 (G3b)
Rule
Chronic kidney disease stage (eGFR, CKD-EPI 2021) v2026.11-1
Published source
KDIGO 2024 Clinical Practice Guideline for the Evaluation and Management of Chronic Kidney Disease (2024), Chapter 1, Table 1 (definition: abnormality for a minimum of 3 months) and Table 2 (GFR categories) · source (checked 2026-11-14)

Effect if the clinician agrees (illustrative)

Change
N18.30 -> N18.32
Secondary-diagnosis level
non-CC → non-CC
MS-DRG (illustrative)
195 Simple pneumonia and pleurisy without CC/MCC → 195 Simple pneumonia and pleurisy without CC/MCC
Relative weight
0.6285 → 0.6285 (+0.0000)
Codes before
J18.9, N18.30, D64.9, K21.9, E78.5
Codes after
J18.9, D64.9, K21.9, E78.5, N18.32

All open gaps on this encounter together: MS-DRG 195 → 195 (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
Number of pre-admission eGFR values within 2 years (inpatient values during acute illness are not used) 2
creatinine 1.75 -> eGFR 33 · lab LAB-005854 · 2025-09-25 09:15
creatinine 1.61 -> eGFR 37 · lab LAB-005855 · 2026-10-02 10:05
Days between the earliest and latest pre-admission eGFR values 372
creatinine 1.75 mg/dL -> eGFR 33 (CKD-EPI 2021) · lab LAB-005854 · 2025-09-25 09:15
creatinine 1.61 mg/dL -> eGFR 37 (CKD-EPI 2021) · lab LAB-005855 · 2026-10-02 10:05
Earliest pre-admission eGFR (mL/min/1.73 m2, CKD-EPI 2021) 33.2
creatinine 1.75 mg/dL -> eGFR 33 (CKD-EPI 2021) · lab LAB-005854 · 2025-09-25 09:15
Latest pre-admission eGFR (mL/min/1.73 m2, CKD-EPI 2021) 36.6
creatinine 1.61 mg/dL -> eGFR 37 (CKD-EPI 2021) · lab LAB-005855 · 2026-10-02 10:05
Rule trace (inputs, thresholds, outcome)
Rule trace (rule ckd v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: chronic egfr_n >= 2 and egfr_span_days >= t.chronic_days egfr_n=2, egfr_span_days=372, t.chronic_days=90 true
derived: staging_egfr max(egfr_early, egfr_late) egfr_early=33.2, egfr_late=36.6 36.6
derived: both_below_60 egfr_early < t.g2 and egfr_late < t.g2 egfr_early=33.2, egfr_late=36.6, t.g2=60 true
derived: category case(staging_egfr >= t.g2, 'G1-G2', staging_egfr >= t.g3a, 'G3a', staging_egfr >= t.g3b, 'G3b', staging_egfr >= t.g4, 'G4', 'G5') staging_egfr=36.6, t.g2=60, t.g3a=45, t.g3b=30, t.g4=15 G3b
outcome: duration_not_shown not chronic chronic=True false
outcome: straddles_60 not both_below_60 and min(egfr_early, egfr_late) < t.g2 both_below_60=True, egfr_early=33.2, egfr_late=36.6, t.g2=60 false
outcome: g1_g2 staging_egfr >= t.g2 staging_egfr=36.6, t.g2=60 false
outcome: g3a category == 'G3a' category=G3b false
outcome: g3b category == 'G3b' category=G3b true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #2290); clinical indicators and answer options assembled by code from the rule and the record.

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DOCUMENTATION QUERY (draft)
Title: Clarification request: chronic kidney documentation
Encounter: ENC-00171   Patient: Viggo Merriweather   To: Dr. Cyrus Ellingham

Clinical indicators from the health record:
- Documented in the record: "CKD stage 3" [History and physical DOC-000574]
- creatinine 1.75 -> eGFR 33 (2025-09-25 09:15) [lab LAB-005854]
- creatinine 1.61 -> eGFR 37 (2026-10-02 10:05) [lab LAB-005855]

Question:
Based on your clinical judgement and the indicators above, can the chronic kidney condition be further specified, including stage if known?

Response options (select one or write your own):
( ) Chronic kidney disease stage 3a (eGFR 45-59)
( ) Chronic kidney disease stage 3b (eGFR 30-44)
( ) Chronic kidney disease stage 4 (eGFR 15-29)
( ) 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.

History

Audit entries for this finding (newest first)
SeqWhen (UTC)ActorAction EntitiesDecision / reasonModel / hashes
2290 2026-11-14T20:57:26 system:llm
system
llm.call ENC-00171, ENC-00171.ckd — clockworks-mock mock-1/exactdx.draft_query@1
prompt 23057ac6e924
output bf34b17a9932
entry 9483818dbd8e
1464 2026-11-14T19:24:32 system:llm
system
llm.call ENC-00171, ENC-00171.ckd — clockworks-mock mock-1/exactdx.draft_query@1
prompt 23057ac6e924
output bf34b17a9932
entry d1980fa68c08
722 2026-11-14T18:29:07 system:llm
system
llm.call ENC-00171, ENC-00171.ckd — clockworks-mock mock-1/exactdx.draft_query@1
prompt 23057ac6e924
output bf34b17a9932
entry 9ebac706876c