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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Ximena Delacroix: Heart failure

ENC-00161 · 56F · Cardiology · admitted Wed Nov 04, 2026 06:10 PM · discharged Sat Nov 07, 2026 01:36 PM · attending Dr. Kenji Stavros · resident Dr. Keira Upfield

Specificity gap Criteria met Open

Documented “CHF” (I50.9); criteria support the more specific Acute diastolic (HFpEF) heart failure (I50.31).

Documented vs supported

Documented: “CHF” · I50.9 Heart failure, unspecified
Criteria support: Acute diastolic (HFpEF) heart failure · I50.31 Acute diastolic (congestive) heart failure
Outcome: LVEF 58% with 3 acute indicators, no prior heart failure on file
Rule: Heart failure type (LVEF) and acuity v2026.11-1
Published source: Universal Definition and Classification of Heart Failure (HFSA/HFA/JHFS, 2021), as restated in Chandramouli et al., Clin Cardiol 2022 (2021), LVEF classification: HFrEF <=40%, HFmrEF 41-49%, HFpEF >=50%; HFimpEF = baseline <=40%, rise >=10 points, second LVEF >40% · source (checked 2026-11-14)
Contested: No guideline gives a numeric definition of "acute" versus "chronic" heart failure. This rule uses a LOCAL CONVENTION: at least two acute indicators (IV loop diuretic, elevated natriuretic peptide, new oxygen requirement) = acute; with a prior history of heart failure = acute on chronic; none with history = chronic; exactly one = clinical judgement.

Effect if the clinician agrees (illustrative)

Change: principal I50.9 -> I50.31
Secondary-diagnosis level: principal → principal
MS-DRG (illustrative): 293 Heart failure and shock without CC/MCC → 293 Heart failure and shock without CC/MCC
Relative weight: 0.5660 → 0.5660 (+0.0000)
Codes before: I50.9, N28.9, E11.9, E78.5, K21.9
Codes after: I50.31, N28.9, E11.9, E78.5, K21.9

All open gaps on this encounter together: MS-DRG 293 → 291 (RW +0.7178).

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.

Evidence (each item cited to a source row or a quoted span)
Input	Value	Source
Latest LVEF within 12 months (%)	58.0	echo LVEF 58% · echo ECH-000076 · 2026-11-05 18:10
IV loop diuretic given this stay	True	furosemide 40 mg IV · med MED-000651 · 2026-11-04 20:00 furosemide 40 mg IV · med MED-000652 · 2026-11-05 08:00 furosemide 40 mg IV · med MED-000653 · 2026-11-05 20:00 furosemide 40 mg IV · med MED-000654 · 2026-11-06 08:00
Highest BNP this stay (pg/mL)	2356.0	BNP 2356 pg/mL · lab LAB-005496 · 2026-11-04 19:10
Supplemental oxygen started this stay without home oxygen supplemental oxygen started this stay without home oxygen on file	True	O2 5 L/min (nasal cannula) · vital VIT-015784 · 2026-11-04 18:40

Rule trace (inputs, thresholds, outcome)

Rule trace (rule heart_failure v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
Step	Expression	Inputs and thresholds read	Result
derived: np_elevated	`coalesce(bnp_max >= t.bnp, false) or coalesce(ntprobnp_max >= t.ntprobnp, false)`	bnp_max=2356.0, ntprobnp_max=unknown, t.bnp=100, t.ntprobnp=300	true
derived: acute_count	`count(iv_loop_diuretic, np_elevated, new_o2)`	iv_loop_diuretic=True, new_o2=True, np_elevated=True	3
derived: hf_type	`case(lvef <= t.ref, 'systolic', lvef >= t.pres, 'diastolic', 'midrange')`	lvef=58.0, t.pres=50, t.ref=40	diastolic
derived: improved	`coalesce(lvef_prior_min <= t.ref and lvef > t.ref and lvef - lvef_prior_min >= t.improved_rise, false)`	lvef=58.0, lvef_prior_min=unknown, t.improved_rise=10, t.ref=40	false
derived: acuity	`case(acute_count >= 2 and hf_history, 'acute on chronic', acute_count >= 2, 'acute', acute_count == 0 and hf_history, 'chronic', null)`	acute_count=3, hf_history=False	acute
outcome: improved_ef	`improved`	improved=False	false
outcome: midrange	`hf_type == 'midrange'`	hf_type=diastolic	false
outcome: sys_aoc	`hf_type == 'systolic' and acuity == 'acute on chronic'`	acuity=acute, hf_type=diastolic	false
outcome: sys_acute	`hf_type == 'systolic' and acuity == 'acute'`	acuity=acute, hf_type=diastolic	false
outcome: sys_chronic	`hf_type == 'systolic' and acuity == 'chronic'`	acuity=acute, hf_type=diastolic	false
outcome: dia_aoc	`hf_type == 'diastolic' and acuity == 'acute on chronic'`	acuity=acute, hf_type=diastolic	false
outcome: dia_acute	`hf_type == 'diastolic' and acuity == 'acute'`	acuity=acute, hf_type=diastolic	true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #2274); clinical indicators and answer options assembled by code from the rule and the record.

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DOCUMENTATION QUERY (draft)
Title: Clarification request: cardiac documentation
Encounter: ENC-00161   Patient: Ximena Delacroix   To: Dr. Kenji Stavros

Clinical indicators from the health record:
- Documented in the record: "CHF" [History and physical DOC-000542]
- echo LVEF 58% (2026-11-05 18:10) [echo ECH-000076]
- furosemide 40 mg IV (2026-11-04 20:00) [med MED-000651]
- furosemide 40 mg IV (2026-11-05 08:00) [med MED-000652]
- furosemide 40 mg IV (2026-11-05 20:00) [med MED-000653]
- furosemide 40 mg IV (2026-11-06 08:00) [med MED-000654]
- BNP 2356 pg/mL (2026-11-04 19:10) [lab LAB-005496]
- O2 5 L/min (nasal cannula) (2026-11-04 18:40) [vital VIT-015784]

Question:
Based on your clinical judgement and the indicators above, can the type and acuity of the heart failure being treated be further specified?

Response options (select one or write your own):
( ) Acute diastolic heart failure (HFpEF)
( ) Acute on chronic diastolic heart failure (HFpEF)
( ) 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

Acute kidney injury · Specificity gap Documented “acute renal insufficiency” (N28.9); criteria support the more specific Acute kidney injury (KDIGO stage 2) (N17.9).
Acute respiratory failure · Specificity gap Criteria support Acute respiratory failure with hypoxia (J96.01); no corresponding diagnosis is documented.

History

Audit entries for this finding (newest first)
Seq	When (UTC)	Actor	Action	Entities	Decision / reason	Model / hashes
2274	2026-11-14T20:57:26	system:llm system	`llm.call`	ENC-00161, ENC-00161.heart_failure	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt 97eeabcf72dd output 752ce96b1cd3 entry 5052a736ebb5
1448	2026-11-14T19:24:31	system:llm system	`llm.call`	ENC-00161, ENC-00161.heart_failure	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt 97eeabcf72dd output 752ce96b1cd3 entry 64f3b4bfa25c
706	2026-11-14T18:29:07	system:llm system	`llm.call`	ENC-00161, ENC-00161.heart_failure	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt 97eeabcf72dd output 752ce96b1cd3 entry 724d852eb15c