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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-00162

Nadia Greaves: Chronic kidney disease

ENC-00162 · 65M · Hospital Medicine · admitted Mon Oct 26, 2026 09:04 AM · discharged Tue Nov 03, 2026 03:26 PM · attending Dr. Isaac Abernath · resident Dr. Noor Halvorsen

Clinical validation gap Criteria met Open

Documented “CKD stage 4” (N18.4) conflicts with what the criteria support (Chronic kidney disease stage 3b, N18.32).

Documented vs supported

Documented
“CKD stage 4” · N18.4 Chronic kidney disease, stage 4 (severe)
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 37.2 (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
N18.4 -> N18.32
Secondary-diagnosis level
CC → non-CC
MS-DRG (illustrative)
690 Kidney and urinary tract infections without MCC → 690 Kidney and urinary tract infections without MCC
Relative weight
0.8095 → 0.8095 (+0.0000)
Codes before
N39.0, E66.812, N18.4, N17.9, I50.9, E78.5, I10
Codes after
N39.0, E66.812, N17.9, I50.9, E78.5, I10, N18.32

All open gaps on this encounter together: MS-DRG 690 → 690 (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

-0.5 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
Number of pre-admission eGFR values within 2 years (inpatient values during acute illness are not used) 2
creatinine 1.96 -> eGFR 37 · lab LAB-005514 · 2025-11-29 09:15
creatinine 2.09 -> eGFR 34 · lab LAB-005515 · 2026-07-24 10:05
Days between the earliest and latest pre-admission eGFR values 237
creatinine 1.96 mg/dL -> eGFR 37 (CKD-EPI 2021) · lab LAB-005514 · 2025-11-29 09:15
creatinine 2.09 mg/dL -> eGFR 34 (CKD-EPI 2021) · lab LAB-005515 · 2026-07-24 10:05
Earliest pre-admission eGFR (mL/min/1.73 m2, CKD-EPI 2021) 37.2
creatinine 1.96 mg/dL -> eGFR 37 (CKD-EPI 2021) · lab LAB-005514 · 2025-11-29 09:15
Latest pre-admission eGFR (mL/min/1.73 m2, CKD-EPI 2021) 34.5
creatinine 2.09 mg/dL -> eGFR 34 (CKD-EPI 2021) · lab LAB-005515 · 2026-07-24 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=237, t.chronic_days=90 true
derived: staging_egfr max(egfr_early, egfr_late) egfr_early=37.2, egfr_late=34.5 37.2
derived: both_below_60 egfr_early < t.g2 and egfr_late < t.g2 egfr_early=37.2, egfr_late=34.5, 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=37.2, 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=37.2, egfr_late=34.5, t.g2=60 false
outcome: g1_g2 staging_egfr >= t.g2 staging_egfr=37.2, 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 #2276); 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-00162   Patient: Nadia Greaves   To: Dr. Isaac Abernath

Clinical indicators from the health record:
- Documented in the record: "CKD stage 4" [History and physical DOC-000546]
- creatinine 1.96 -> eGFR 37 (2025-11-29 09:15) [lab LAB-005514]
- creatinine 2.09 -> eGFR 34 (2026-07-24 10:05) [lab LAB-005515]

Question:
The indicators above are documented in this encounter. Could you clarify the status and stage of the documented chronic kidney diagnosis?

Response options (select one or write your own):
( ) CKD stage 4: confirmed (please document the supporting clinical information)
( ) Chronic kidney disease stage 3a (eGFR 45-59)
( ) Chronic kidney disease stage 3b (eGFR 30-44)
( ) 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
2276 2026-11-14T20:57:26 system:llm
system
llm.call ENC-00162, ENC-00162.ckd — clockworks-mock mock-1/exactdx.draft_query@1
prompt bd4fe48d41a5
output de54b895697d
entry 55a8c846a35e
1450 2026-11-14T19:24:31 system:llm
system
llm.call ENC-00162, ENC-00162.ckd — clockworks-mock mock-1/exactdx.draft_query@1
prompt bd4fe48d41a5
output de54b895697d
entry 8193b898f1e8
708 2026-11-14T18:29:07 system:llm
system
llm.call ENC-00162, ENC-00162.ckd — clockworks-mock mock-1/exactdx.draft_query@1
prompt bd4fe48d41a5
output de54b895697d
entry 641335b7dfd7