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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-00093

Dario Fairbanks: Chronic kidney disease

ENC-00093 · 65M · Hospital Medicine · admitted Tue Nov 03, 2026 08:42 AM · discharged Fri Nov 06, 2026 01:36 PM · attending Dr. Cyrus Ellingham · resident Dr. Greta Kowalczyk

Specificity gap Criteria met Open

Documented “CKD” (N18.9); criteria support the more specific Chronic kidney disease stage 4 (N18.4).

Documented vs supported

Documented
“CKD” · N18.9 Chronic kidney disease, unspecified
Criteria support
Chronic kidney disease stage 4 · N18.4 Chronic kidney disease, stage 4 (severe)
Outcome
Two eGFR values >=90 days apart; staging value 25.7 (G4)
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
N18.9 -> N18.4
Secondary-diagnosis level
non-CC → 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, N18.9, I50.9, E11.9, E78.5
Codes after
N39.0, I50.9, E11.9, E78.5, N18.4

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 2.69 -> eGFR 25 · lab LAB-003159 · 2025-10-01 09:15
creatinine 2.67 -> eGFR 26 · lab LAB-003160 · 2026-08-11 10:05
Days between the earliest and latest pre-admission eGFR values 314
creatinine 2.69 mg/dL -> eGFR 25 (CKD-EPI 2021) · lab LAB-003159 · 2025-10-01 09:15
creatinine 2.67 mg/dL -> eGFR 26 (CKD-EPI 2021) · lab LAB-003160 · 2026-08-11 10:05
Earliest pre-admission eGFR (mL/min/1.73 m2, CKD-EPI 2021) 25.5
creatinine 2.69 mg/dL -> eGFR 25 (CKD-EPI 2021) · lab LAB-003159 · 2025-10-01 09:15
Latest pre-admission eGFR (mL/min/1.73 m2, CKD-EPI 2021) 25.7
creatinine 2.67 mg/dL -> eGFR 26 (CKD-EPI 2021) · lab LAB-003160 · 2026-08-11 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=314, t.chronic_days=90 true
derived: staging_egfr max(egfr_early, egfr_late) egfr_early=25.5, egfr_late=25.7 25.7
derived: both_below_60 egfr_early < t.g2 and egfr_late < t.g2 egfr_early=25.5, egfr_late=25.7, 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=25.7, t.g2=60, t.g3a=45, t.g3b=30, t.g4=15 G4
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=25.5, egfr_late=25.7, t.g2=60 false
outcome: g1_g2 staging_egfr >= t.g2 staging_egfr=25.7, t.g2=60 false
outcome: g3a category == 'G3a' category=G4 false
outcome: g3b category == 'G3b' category=G4 false
outcome: g4 category == 'G4' category=G4 true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #2148); 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-00093   Patient: Dario Fairbanks   To: Dr. Cyrus Ellingham

Clinical indicators from the health record:
- Documented in the record: "CKD" [History and physical DOC-000316]
- creatinine 2.69 -> eGFR 25 (2025-10-01 09:15) [lab LAB-003159]
- creatinine 2.67 -> eGFR 26 (2026-08-11 10:05) [lab LAB-003160]

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 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.

Other findings on this encounter

History

Audit entries for this finding (newest first)
SeqWhen (UTC)ActorAction EntitiesDecision / reasonModel / hashes
2148 2026-11-14T20:57:24 system:llm
system
llm.call ENC-00093, ENC-00093.ckd — clockworks-mock mock-1/exactdx.draft_query@1
prompt 23057ac6e924
output bf34b17a9932
entry 415996f8f997
1322 2026-11-14T19:24:30 system:llm
system
llm.call ENC-00093, ENC-00093.ckd — clockworks-mock mock-1/exactdx.draft_query@1
prompt 23057ac6e924
output bf34b17a9932
entry 9769d2dd7d06
580 2026-11-14T18:29:05 system:llm
system
llm.call ENC-00093, ENC-00093.ckd — clockworks-mock mock-1/exactdx.draft_query@1
prompt 23057ac6e924
output bf34b17a9932
entry 2ea4dd5bc0f3