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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-00032

Nico Hartwell: Acute kidney injury

ENC-00032 · 74F · Hospital Medicine · admitted Tue Nov 03, 2026 05:50 PM · discharged Fri Nov 06, 2026 03:49 PM · attending Dr. Cyrus Ellingham · resident Dr. Keira Upfield

Clinical validation gap Criteria not met Open

Documented “acute kidney injury” (N17.9) but the criteria are not met: KDIGO creatinine and urine-output criteria not met.

Documented vs supported

Documented
“acute kidney injury” · N17.9 Acute kidney failure, unspecified
Criteria support
criteria not met
Outcome
KDIGO creatinine and urine-output criteria not met
Rule
Acute kidney injury (KDIGO staging) v2026.11-1
Published source
KDIGO Clinical Practice Guideline for Acute Kidney Injury (Kidney Int Suppl 2012;2:19-36) (2012), Recommendations 2.1.1 (definition) and 2.1.2 (staging), Table 2 · source (checked 2026-11-14)

Effect if the clinician agrees (illustrative)

Change
remove N17.9
Secondary-diagnosis level
CC → removed
MS-DRG (illustrative)
194 Simple pneumonia and pleurisy with CC → 194 Simple pneumonia and pleurisy with CC
Relative weight
0.8059 → 0.8059 (+0.0000)
Codes before
J18.9, E46, N17.9, I10, E78.5, K21.9
Codes after
J18.9, E46, I10, E78.5, K21.9

All open gaps on this encounter together: MS-DRG 194 → 193 (RW +0.5085).

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
Baseline creatinine (mg/dL); most recent pre-admission value within 365 days, else lowest this stay (presumed)
most recent pre-admission value within 365 days
0.74
creatinine 0.74 mg/dL (pre-admission) · lab LAB-001084 · 2026-08-02 10:05
Whether a pre-admission baseline exists True
pre-admission creatinine on file · lab LAB-001084 · 2026-08-02 10:05
Peak creatinine this stay (mg/dL) 0.76
creatinine 0.76 mg/dL (peak this stay) · lab LAB-001088 · 2026-11-06 05:00
Peak / baseline
peak / baseline
1.027
creatinine 0.76 mg/dL (peak this stay) · lab LAB-001088 · 2026-11-06 05:00
creatinine 0.74 mg/dL (pre-admission) · lab LAB-001084 · 2026-08-02 10:05
Largest creatinine rise between two values within 48 h (mg/dL)
largest rise between two values within 48 hours
0.02
creatinine 0.74 · lab LAB-001086 · 2026-11-04 05:00
creatinine 0.76 · lab LAB-001088 · 2026-11-06 05:00
Rule trace (inputs, thresholds, outcome)
Rule trace (rule aki v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
derived: meets_definition creat_ratio >= t.ratio_s1 or creat_rise_48h >= t.rise_abs or coalesce(uo_hours_lt_0_5 >= t.uo_s1_h, false) creat_ratio=1.027, creat_rise_48h=0.02, t.ratio_s1=1.5, t.rise_abs=0.3, t.uo_s1_h=6, uo_hours_lt_0_5=unknown false
derived: stage3 meets_definition and (creat_ratio >= t.ratio_s3 or creat_peak >= t.scr_s3 or rrt_started or coalesce(uo_hours_lt_0_3 >= t.uo_s3_h, false) or coalesce(anuria_hours >= t.anuria_h, false)) anuria_hours=unknown, creat_peak=0.76, creat_ratio=1.027, meets_definition=False, rrt_started=False, t.anuria_h=12, t.ratio_s3=3.0, t.scr_s3=4.0, t.uo_s3_h=24, uo_hours_lt_0_3=unknown false
derived: stage2 creat_ratio >= t.ratio_s2 or coalesce(uo_hours_lt_0_5 >= t.uo_s2_h, false) creat_ratio=1.027, t.ratio_s2=2.0, t.uo_s2_h=12, uo_hours_lt_0_5=unknown false
derived: stage case(stage3, 3, stage2, 2, meets_definition, 1, 0) meets_definition=False, stage2=False, stage3=False 0
derived: baseline_independent creat_baseline_known or creat_rise_48h >= t.rise_abs or rrt_started creat_baseline_known=True, creat_rise_48h=0.02, rrt_started=False, t.rise_abs=0.3 true
outcome: aki_staged stage >= 1 and baseline_independent baseline_independent=True, stage=0 false
outcome: aki_presumed_baseline stage >= 1 stage=0 false
outcome: not_met stage == 0 stage=0 true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #2019); clinical indicators and answer options assembled by code from the rule and the record.

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DOCUMENTATION QUERY (draft)
Title: Clarification request: kidney function documentation
Encounter: ENC-00032   Patient: Nico Hartwell   To: Dr. Cyrus Ellingham

Clinical indicators from the health record:
- Documented in the record: "acute kidney injury" [Progress note DOC-000109]
- creatinine 0.74 mg/dL (pre-admission) (2026-08-02 10:05) [lab LAB-001084]
- creatinine 0.76 mg/dL (peak this stay) (2026-11-06 05:00) [lab LAB-001088]
- creatinine 0.74 (2026-11-04 05:00) [lab LAB-001086]

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

Response options (select one or write your own):
( ) Acute kidney injury: confirmed (please document the supporting clinical information)
( ) Acute kidney injury: ruled out
( ) 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
2019 2026-11-14T20:57:23 system:llm
system
llm.call ENC-00032, ENC-00032.aki — clockworks-mock mock-1/exactdx.draft_query@1
prompt d773232d67de
output 39b351ef64f3
entry 4a79d17a4738
1193 2026-11-14T19:24:28 system:llm
system
llm.call ENC-00032, ENC-00032.aki — clockworks-mock mock-1/exactdx.draft_query@1
prompt d773232d67de
output 39b351ef64f3
entry 460c150ca5ef
451 2026-11-14T18:29:03 system:llm
system
llm.call ENC-00032, ENC-00032.aki — clockworks-mock mock-1/exactdx.draft_query@1
prompt d773232d67de
output 39b351ef64f3
entry ed58cc0530ed