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-00070

Blake Emberly: Acute respiratory failure

ENC-00070 · 52F · Cardiology · admitted Sat Oct 31, 2026 03:27 PM · discharged Tue Nov 03, 2026 10:30 AM · attending Dr. Cyrus Ellingham · resident Dr. Priya Thorne

Specificity gap Criteria met Open

Documented “hypoxemia” (R09.02); criteria support the more specific Acute respiratory failure with hypoxia (J96.01).

Documented vs supported

Documented: “hypoxemia” · R09.02 Hypoxemia
Criteria support: Acute respiratory failure with hypoxia · J96.01 Acute respiratory failure with hypoxia
Outcome: Hypoxaemia criterion met with a sign of respiratory distress
Rule: Acute hypoxic respiratory failure v2026.11-1
Published source: Merck Manual Professional Version: Acute Hypoxemic Respiratory Failure (AHRF), including ARDS (2026), Definition/evaluation: PaO2 <60 mmHg, PaO2/FiO2 <300, or SpO2 <88%, with dyspnea and tachypnea · source (checked 2026-11-14)
Contested: Organizations use different oxygen-saturation cut-offs (SpO2 <88%, <=90% or <91% on room air). This rule uses <88% (the source above) and a LOCAL respiratory-rate cut-off of 28/min as one sign of respiratory distress.

Effect if the clinician agrees (illustrative)

Change: R09.02 -> J96.01
Secondary-diagnosis level: non-CC → MCC
MS-DRG (illustrative): 293 Heart failure and shock without CC/MCC → 291 Heart failure and shock with MCC
Relative weight: 0.5660 → 1.2838 (+0.7178)
Codes before: I50.9, R09.02, D64.9, K21.9, I10
Codes after: I50.9, D64.9, K21.9, I10, J96.01

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

1.0 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
Lowest SpO2 on room air (%)	83.0	SpO2 83% on room air · vital VIT-006895 · 2026-10-31 15:47
Highest respiratory rate (/min)	29.0	respiratory rate 29/min · vital VIT-006896 · 2026-10-31 15:47
Highest supplemental oxygen flow (L/min)	6.0	O2 6 L/min (nasal cannula) · vital VIT-006897 · 2026-10-31 15:57

Rule trace (inputs, thresholds, outcome)

Rule trace (rule respiratory_failure v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
Step	Expression	Inputs and thresholds read	Result
derived: measured	`present(spo2_min_ra) or present(pao2_min_ra) or present(pf_min)`	pao2_min_ra=unknown, pf_min=unknown, spo2_min_ra=83.0	true
derived: hypoxemia	`coalesce(spo2_min_ra < t.spo2_ra, false) or coalesce(pao2_min_ra < t.pao2, false) or coalesce(pf_min < t.pf, false)`	pao2_min_ra=unknown, pf_min=unknown, spo2_min_ra=83.0, t.pao2=60, t.pf=300, t.spo2_ra=88	true
derived: distress	`coalesce(rr_max >= t.rr_distress, false) or coalesce(wob_increased, false) or adv_resp_support`	adv_resp_support=False, rr_max=29.0, t.rr_distress=28, wob_increased=unknown	true
outcome: chronic_baseline	`home_o2 and hypoxemia`	home_o2=False, hypoxemia=True	false
outcome: met	`hypoxemia and distress`	distress=True, hypoxemia=True	true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #2109); 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: respiratory documentation
Encounter: ENC-00070   Patient: Blake Emberly   To: Dr. Cyrus Ellingham

Clinical indicators from the health record:
- Documented in the record: "hypoxemia" [Progress note DOC-000242]
- SpO2 83% on room air (2026-10-31 15:47) [vital VIT-006895]
- respiratory rate 29/min (2026-10-31 15:47) [vital VIT-006896]
- O2 6 L/min (nasal cannula) (2026-10-31 15:57) [vital VIT-006897]

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

Response options (select one or write your own):
( ) Acute respiratory failure with hypoxia
( ) Hypoxemia without respiratory failure
( ) 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 Criteria support Acute kidney injury (KDIGO stage 3) (N17.9); no corresponding diagnosis is documented.
Heart failure · Specificity gap Documented “congestive heart failure” (I50.9); criteria support the more specific Acute diastolic (HFpEF) heart failure (I50.31).

History

Audit entries for this finding (newest first)
Seq	When (UTC)	Actor	Action	Entities	Decision / reason	Model / hashes
2109	2026-11-14T20:57:24	system:llm system	`llm.call`	ENC-00070, ENC-00070.respiratory_failure	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt f94cfa3b4fef output 5de8fced5850 entry 77ebc7a47634
1283	2026-11-14T19:24:29	system:llm system	`llm.call`	ENC-00070, ENC-00070.respiratory_failure	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt f94cfa3b4fef output 5de8fced5850 entry ac4caf1416f1
541	2026-11-14T18:29:04	system:llm system	`llm.call`	ENC-00070, ENC-00070.respiratory_failure	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt f94cfa3b4fef output 5de8fced5850 entry c7c0937dbe45