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.

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Florian Thorne: Acute kidney injury

ENC-00020 · 50M · Cardiology · admitted Mon Nov 02, 2026 11:23 AM · discharged Thu Nov 05, 2026 04:44 PM · attending Dr. Jalen Carrow · resident Dr. Greta Kowalczyk

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): 292 Heart failure and shock with CC → 293 Heart failure and shock without CC/MCC
Relative weight: 0.8490 → 0.5660 (-0.2830)
Codes before: I50.31, E66.812, N18.32, N17.9, E78.5
Codes after: I50.31, E66.812, N18.32, E78.5

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

-0.5 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)
Input	Value	Source
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	2.14	creatinine 2.14 mg/dL (pre-admission) · lab LAB-000669 · 2026-09-22 10:05
Whether a pre-admission baseline exists	True	pre-admission creatinine on file · lab LAB-000669 · 2026-09-22 10:05
Peak creatinine this stay (mg/dL)	2.23	creatinine 2.23 mg/dL (peak this stay) · lab LAB-000670 · 2026-11-02 12:23
Peak / baseline peak / baseline	1.042	creatinine 2.23 mg/dL (peak this stay) · lab LAB-000670 · 2026-11-02 12:23 creatinine 2.14 mg/dL (pre-admission) · lab LAB-000669 · 2026-09-22 10:05
Largest creatinine rise between two values within 48 h (mg/dL) largest rise between two values within 48 hours	0.05	creatinine 2.15 · lab LAB-000671 · 2026-11-03 05:00 creatinine 2.2 · lab LAB-000672 · 2026-11-04 05:00

Rule trace (inputs, thresholds, outcome)

Rule trace (rule aki v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
Step	Expression	Inputs and thresholds read	Result
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=1.042, creat_rise_48h=0.05, 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=2.23, creat_ratio=1.042, 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=1.042, 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=0.05, 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 #1992); 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-00020   Patient: Florian Thorne   To: Dr. Jalen Carrow

Clinical indicators from the health record:
- Documented in the record: "acute kidney injury" [Progress note DOC-000066]
- creatinine 2.14 mg/dL (pre-admission) (2026-09-22 10:05) [lab LAB-000669]
- creatinine 2.23 mg/dL (peak this stay) (2026-11-02 12:23) [lab LAB-000670]
- creatinine 2.15 (2026-11-03 05:00) [lab LAB-000671]
- creatinine 2.2 (2026-11-04 05:00) [lab LAB-000672]

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

Acute blood loss anaemia · Specificity gap Criteria support Acute blood loss anemia (D62); no corresponding diagnosis is documented.

History

Audit entries for this finding (newest first)
Seq	When (UTC)	Actor	Action	Entities	Decision / reason	Model / hashes
1992	2026-11-14T20:57:23	system:llm system	`llm.call`	ENC-00020, ENC-00020.aki	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt d773232d67de output 39b351ef64f3 entry c7a0fe5d6da8
1166	2026-11-14T19:24:28	system:llm system	`llm.call`	ENC-00020, ENC-00020.aki	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt d773232d67de output 39b351ef64f3 entry 24ecbca57f5a
424	2026-11-14T18:29:03	system:llm system	`llm.call`	ENC-00020, ENC-00020.aki	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt d773232d67de output 39b351ef64f3 entry 31b32d4fa08c