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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Kenji Galloway: Acute blood loss anaemia

ENC-00046 · 65M · Hospital Medicine · admitted Sun Nov 01, 2026 04:01 PM · discharged Mon Nov 09, 2026 03:39 PM · attending Dr. Jalen Carrow

Clinical validation gap Criteria met Open

Documented “acute blood loss anemia” (D62) is more specific than the criteria support (Anemia (acute blood-loss criteria not met), D64.9).

Documented vs supported

Documented: “acute blood loss anemia” · D62 Acute posthemorrhagic anemia
Criteria support: Anemia (acute blood-loss criteria not met) · D64.9 Anemia, unspecified
Outcome: Anaemia (nadir 11.1) without an acute fall or transfusion
Rule: Acute blood loss anaemia v2026.11-1
Published source: WHO guideline on haemoglobin cutoffs to define anaemia in individuals and populations (2024), Adult cut-offs: men <13 g/dL, non-pregnant women <12 g/dL (unchanged from 2011) · source (checked 2026-11-14)
Contested: There is no published clinical definition of "acute blood loss anaemia". This rule is a LOCAL CONVENTION: WHO anaemia threshold at the nadir, a documented bleeding source, and an acute fall of >=2 g/dL OR >=2 units transfused (borrowed from the ISTH major-bleeding definition, which secondary restatements word inconsistently as AND/OR).

Effect if the clinician agrees (illustrative)

Change: D62 -> D64.9
Secondary-diagnosis level: CC → non-CC
MS-DRG (illustrative): 689 Kidney and urinary tract infections with MCC → 689 Kidney and urinary tract infections with MCC
Relative weight: 1.1603 → 1.1603 (+0.0000)
Codes before: N39.0, J96.01, D62, E11.9
Codes after: N39.0, J96.01, E11.9, D64.9

All open gaps on this encounter together: MS-DRG 689 → 689 (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
Sex	M	sex M · encounter ENC-00046
First haemoglobin this stay (g/dL)	11.51	hemoglobin 11.51 g/dL (first) · lab LAB-001592 · 2026-11-01 17:01
Lowest haemoglobin this stay (g/dL)	11.11	hemoglobin 11.11 g/dL (lowest) · lab LAB-001593 · 2026-11-02 05:00
Highest value before the nadir minus the nadir (g/dL) highest value before the nadir minus the nadir	0.4	hemoglobin 11.51 · lab LAB-001592 · 2026-11-01 17:01 hemoglobin 11.11 · lab LAB-001593 · 2026-11-02 05:00
Red cell units transfused	0	derived (no source row)
A bleeding source quoted from a note, or a bleeding principal diagnosis	True	“bleeding” · History and physical DOC-000159, p. 1, line 7 · quoted span verified Show the quote in the note … admitted with urinary tract infection. Urinalysis with pyuria; treated for urinary tract infection with cefepime. Past medical history: type 2 diabetes. Denies bleeding, chest pain or fever. Exam: Lungs: increased work of breathing with accessory muscle use. Assessment and plan: 1. Urinary tract infection: antibiotics.

Rule trace (inputs, thresholds, outcome)

Rule trace (rule blood_loss_anemia v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
Step	Expression	Inputs and thresholds read	Result
derived: anaemic	`case(sex == 'M', hgb_nadir < t.hb_m, sex == 'F', hgb_nadir < t.hb_f, null)`	hgb_nadir=11.11, sex=M, t.hb_f=12, t.hb_m=13	true
derived: acute_fall	`hgb_drop >= t.drop_major or prbc_units >= t.prbc_major`	hgb_drop=0.4, prbc_units=0, t.drop_major=2.0, t.prbc_major=2	false
outcome: met	`bleeding_documented and anaemic and acute_fall`	acute_fall=False, anaemic=True, bleeding_documented=True	false
outcome: anaemia_only	`anaemic and hgb_drop < t.drop_min and prbc_units == 0`	anaemic=True, hgb_drop=0.4, prbc_units=0, t.drop_min=1.0	true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #2052); clinical indicators and answer options assembled by code from the rule and the record.

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DOCUMENTATION QUERY (draft)
Title: Clarification request: hematology documentation
Encounter: ENC-00046   Patient: Kenji Galloway   To: Dr. Jalen Carrow

Clinical indicators from the health record:
- Documented in the record: "acute blood loss anemia" [Progress note DOC-000160]
- sex M [encounter ENC-00046]
- hemoglobin 11.51 g/dL (first) (2026-11-01 17:01) [lab LAB-001592]
- hemoglobin 11.11 g/dL (lowest) (2026-11-02 05:00) [lab LAB-001593]
- "bleeding" (2026-11-01 19:01) [History and physical DOC-000159, p. 1, line 7]

Question:
The indicators above are documented in this encounter. Could you clarify the status of the documented hematologic diagnosis?

Response options (select one or write your own):
( ) Acute blood loss anemia: confirmed (please document the supporting clinical information)
( ) Acute blood loss anemia: 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 kidney injury · Specificity gap Criteria support Acute kidney injury (KDIGO stage 1) (N17.9); no corresponding diagnosis is documented.
Malnutrition · Specificity gap Criteria support Severe protein-calorie malnutrition (acute illness context) (E43); no corresponding diagnosis is documented.

History

Audit entries for this finding (newest first)
Seq	When (UTC)	Actor	Action	Entities	Decision / reason	Model / hashes
2052	2026-11-14T20:57:23	system:llm system	`llm.call`	ENC-00046, ENC-00046.blood_loss_anemia	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt 87438843e589 output d57a2be09729 entry 1212d9e340f9
1226	2026-11-14T19:24:28	system:llm system	`llm.call`	ENC-00046, ENC-00046.blood_loss_anemia	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt 87438843e589 output d57a2be09729 entry 59b153acbb7d
484	2026-11-14T18:29:04	system:llm system	`llm.call`	ENC-00046, ENC-00046.blood_loss_anemia	—	clockworks-mock mock-1/exactdx.draft_query@1 prompt 87438843e589 output d57a2be09729 entry a57716d5ce28