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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-00172

Celeste Okafor: Acute kidney injury

ENC-00172 · 53M · Hospital Medicine · admitted Sun Oct 25, 2026 03:14 PM · discharged Sun Nov 01, 2026 01:16 PM · attending Dr. Odette Galloway

Specificity gap Criteria met Open

Documented “acute renal insufficiency” (N28.9); criteria support the more specific Acute kidney injury (KDIGO stage 2) (N17.9).

Documented vs supported

Documented
“acute renal insufficiency” · N28.9 Disorder of kidney and ureter, unspecified (renal insufficiency)
Criteria support
Acute kidney injury (KDIGO stage 2) · N17.9 Acute kidney failure, unspecified
Outcome
AKI criteria met, KDIGO stage 2
Note
ICD-10-CM does not code the KDIGO stage; the stage is shown so the clinician can document it.
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
N28.9 -> N17.9
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, N28.9, D64.9
Codes after
N39.0, D64.9, N17.9

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
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
1.14
creatinine 1.14 mg/dL (pre-admission) · lab LAB-005883 · 2026-08-23 10:05
Whether a pre-admission baseline exists True
pre-admission creatinine on file · lab LAB-005883 · 2026-08-23 10:05
Peak creatinine this stay (mg/dL) 2.58
creatinine 2.58 mg/dL (peak this stay) · lab LAB-005885 · 2026-10-26 05:00
Peak / baseline
peak / baseline
2.263
creatinine 2.58 mg/dL (peak this stay) · lab LAB-005885 · 2026-10-26 05:00
creatinine 1.14 mg/dL (pre-admission) · lab LAB-005883 · 2026-08-23 10:05
Largest creatinine rise between two values within 48 h (mg/dL)
largest rise between two values within 48 hours
0.57
creatinine 2.01 · lab LAB-005884 · 2026-10-25 16:14
creatinine 2.58 · lab LAB-005885 · 2026-10-26 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=2.263, creat_rise_48h=0.57, t.ratio_s1=1.5, t.rise_abs=0.3, t.uo_s1_h=6, uo_hours_lt_0_5=unknown true
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=2.58, creat_ratio=2.263, meets_definition=True, 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=2.263, t.ratio_s2=2.0, t.uo_s2_h=12, uo_hours_lt_0_5=unknown true
derived: stage case(stage3, 3, stage2, 2, meets_definition, 1, 0) meets_definition=True, stage2=True, stage3=False 2
derived: baseline_independent creat_baseline_known or creat_rise_48h >= t.rise_abs or rrt_started creat_baseline_known=True, creat_rise_48h=0.57, rrt_started=False, t.rise_abs=0.3 true
outcome: aki_staged stage >= 1 and baseline_independent baseline_independent=True, stage=2 true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #2291); 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-00172   Patient: Celeste Okafor   To: Dr. Odette Galloway

Clinical indicators from the health record:
- Documented in the record: "acute renal insufficiency" [Progress note DOC-000579]
- creatinine 1.14 mg/dL (pre-admission) (2026-08-23 10:05) [lab LAB-005883]
- creatinine 2.58 mg/dL (peak this stay) (2026-10-26 05:00) [lab LAB-005885]
- creatinine 2.01 (2026-10-25 16:14) [lab LAB-005884]

Question:
Based on your clinical judgement and the indicators above, can the kidney diagnosis being monitored and treated be further specified?

Response options (select one or write your own):
( ) Acute kidney injury (please specify stage, if known)
( ) 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
2291 2026-11-14T20:57:26 system:llm
system
llm.call ENC-00172, ENC-00172.aki — clockworks-mock mock-1/exactdx.draft_query@1
prompt aa134379ab6c
output 968dc8741b13
entry a1901b905099
1465 2026-11-14T19:24:32 system:llm
system
llm.call ENC-00172, ENC-00172.aki — clockworks-mock mock-1/exactdx.draft_query@1
prompt aa134379ab6c
output 968dc8741b13
entry c2a4addcb9f5
723 2026-11-14T18:29:07 system:llm
system
llm.call ENC-00172, ENC-00172.aki — clockworks-mock mock-1/exactdx.draft_query@1
prompt aa134379ab6c
output 968dc8741b13
entry cff4695d7ae5