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Ximena Hartwell: Acute kidney injury
ENC-00166 · 80M · Pulmonology · admitted Tue Nov 10, 2026 12:02 PM · in hospital · attending Dr. Wes Merriweather · resident Dr. Priya Thorne
Clinical judgement required: AKI criteria met only against a presumed baseline (no pre-admission creatinine on file).
Documented vs supported
- Documented
- not documented
- Criteria support
- no conclusion: clinical judgement required
- Outcome
- AKI criteria met only against a presumed baseline (no pre-admission creatinine on file)
- 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)
Clinical judgement required. The rule does not conclude here. A CDI specialist may send an open query or dismiss the finding; nothing is proposed as fact.
Effect if the clinician agrees (illustrative)
- Change
- no projected change (clinician judgement)
- Secondary-diagnosis level
- — → —
- MS-DRG (illustrative)
- 192 Chronic obstructive pulmonary disease without CC/MCC → 192 Chronic obstructive pulmonary disease without CC/MCC
- Relative weight
- 0.6420 → 0.6420 (+0.0000)
- Codes before
- J44.1, L89.159, K21.9, E78.5
- Codes after
- J44.1, L89.159, K21.9, E78.5
All open gaps on this encounter together: MS-DRG 192 → 190 (RW +0.4657).
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
0.0 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.
| Input | Value | Source |
|---|---|---|
| Baseline creatinine (mg/dL); most recent pre-admission value within 365 days, else lowest this stay (presumed) no pre-admission value: lowest value this stay used as a presumed baseline |
0.75 |
creatinine 0.75 mg/dL (lowest this stay)
|
| Peak creatinine this stay (mg/dL) | 1.21 |
creatinine 1.21 mg/dL (peak this stay)
|
| Peak / baseline peak / baseline |
1.613 |
creatinine 1.21 mg/dL (peak this stay)
creatinine 0.75 mg/dL (lowest this stay)
|
| Largest creatinine rise between two values within 48 h (mg/dL) largest rise between two values within 48 hours |
0.0 | derived (largest rise between two values within 48 hours) |
Rule trace (inputs, thresholds, outcome)
| 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=1.613, creat_rise_48h=0.0, 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=1.21, creat_ratio=1.613, 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=1.613, 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=True, stage2=False, stage3=False | 1 |
| derived: baseline_independent | creat_baseline_known or creat_rise_48h >= t.rise_abs or rrt_started |
creat_baseline_known=False, creat_rise_48h=0.0, rrt_started=False, t.rise_abs=0.3 | false |
| outcome: aki_staged | stage >= 1 and baseline_independent |
baseline_independent=False, stage=1 | false |
| outcome: aki_presumed_baseline | stage >= 1 |
stage=1 | true |
Documentation query
Title and question drafted by model clockworks-mock (audit entry #2284); clinical indicators and answer options assembled by code from the rule and the record.
Sign in to act. Sign in as a demo user (a CDI specialist sends queries).
DOCUMENTATION QUERY (draft) Title: Clarification request: kidney function documentation Encounter: ENC-00166 Patient: Ximena Hartwell To: Dr. Wes Merriweather Clinical indicators from the health record: - creatinine 0.75 mg/dL (lowest this stay) (2026-11-13 05:00) [lab LAB-005692] - creatinine 1.21 mg/dL (peak this stay) (2026-11-10 13:02) [lab LAB-005689] Question: Could you review the kidney function indicators above and clarify any related diagnosis, if clinically appropriate? 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.
Other findings on this encounter
- Obesity · Specificity gap Criteria support Obesity, class 3 (E66.813); no corresponding diagnosis is documented.
- Pressure injury · Specificity gap Documented “sacral pressure ulcer” (L89.159); criteria support the more specific Pressure injury of sacral region, stage 3 (L89.153).
History
| Seq | When (UTC) | Actor | Action | Entities | Decision / reason | Model / hashes |
|---|---|---|---|---|---|---|
| 2284 | 2026-11-14T20:57:26 | system:llm system |
llm.call |
ENC-00166, ENC-00166.aki | — | clockworks-mock mock-1/exactdx.draft_query@1 prompt f0cdabb7d1a8 output 437190b718a1 entry d6ef58330f59 |
| 1458 | 2026-11-14T19:24:31 | system:llm system |
llm.call |
ENC-00166, ENC-00166.aki | — | clockworks-mock mock-1/exactdx.draft_query@1 prompt f0cdabb7d1a8 output 437190b718a1 entry 987e32d6560f |
| 716 | 2026-11-14T18:29:07 | system:llm system |
llm.call |
ENC-00166, ENC-00166.aki | — | clockworks-mock mock-1/exactdx.draft_query@1 prompt f0cdabb7d1a8 output 437190b718a1 entry 86037d605f4f |