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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-00142

Uma Quillan: Obesity

ENC-00142 · 71F · Cardiology · admitted Mon Nov 09, 2026 02:43 PM · in hospital · attending Dr. Kenji Stavros · resident Dr. Priya Thorne

Specificity gap Criteria met Open In hospital: concurrent review Resident note awaiting attending cosign Model draft failed the query linter: edit before sending

Criteria support Obesity, class 3 (E66.813); no corresponding diagnosis is documented.

Documented vs supported

Documented
not documented
Criteria support
Obesity, class 3 · E66.813 Obesity, class 3
Outcome
BMI 41.2 (class 3)
Rule
Obesity class from BMI v2026.11-1
Published source
CDC: Adult BMI Categories (2024), Class 1: 30 to <35; class 2: 35 to <40; class 3: 40 or higher (adults aged 20 and over) · source (checked 2026-11-14)

Effect if the clinician agrees (illustrative)

Change
add E66.813
Secondary-diagnosis level
— → non-CC
MS-DRG (illustrative)
293 Heart failure and shock without CC/MCC → 292 Heart failure and shock with CC
Relative weight
0.5660 → 0.8490 (+0.2830)
Codes before
I50.23
Codes after
I50.23, E66.813, Z68.41

All open gaps on this encounter together: MS-DRG 293 → 292 (RW +0.2830).

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
BMI from charted height and weight (kg/m2) 41.2
height 153 cm, weight 96.4 kg -> BMI 41.2 · encounter ENC-00142
Age (years) 71
age 71 · encounter ENC-00142
Rule trace (inputs, thresholds, outcome)
Rule trace (rule obesity v2026.11-1; evaluated in order, first true outcome wins; "unknown" = missing input)
StepExpressionInputs and thresholds readResult
outcome: not_adult age < t.adult age=71, t.adult=20 false
outcome: class3 bmi >= t.c3 bmi=41.2, t.c3=40 true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #2243); clinical indicators and answer options assembled by code from the rule and the record. The model's draft failed the linter (leading, leading, question_form): edit it before sending.

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DOCUMENTATION QUERY (draft)
Title: Clarification request: weight-related documentation
Encounter: ENC-00142   Patient: Uma Quillan   To: Dr. Kenji Stavros

Clinical indicators from the health record:
- height 153 cm, weight 96.4 kg -> BMI 41.2 [encounter ENC-00142]

Question:
The BMI above meets criteria for obesity; please document the obesity class.

Response options (select one or write your own):
( ) Obesity, class 3 (BMI 40 or higher)
( ) Obesity, class 2 (BMI 35-39.9)
( ) 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
2243 2026-11-14T20:57:25 system:llm
system
llm.call ENC-00142, ENC-00142.obesity — clockworks-mock mock-1/exactdx.draft_query@1
prompt 17ada6b44eb1
output 0030666b166c
entry bb8b87a22994
1417 2026-11-14T19:24:31 system:llm
system
llm.call ENC-00142, ENC-00142.obesity — clockworks-mock mock-1/exactdx.draft_query@1
prompt 17ada6b44eb1
output 0030666b166c
entry 6066595d0895
675 2026-11-14T18:29:06 system:llm
system
llm.call ENC-00142, ENC-00142.obesity — clockworks-mock mock-1/exactdx.draft_query@1
prompt 17ada6b44eb1
output 0030666b166c
entry 7458775ce14c