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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-00006

Wes Upfield: Obesity

ENC-00006 · 72F · Pulmonology · admitted Mon Nov 02, 2026 09:10 PM · discharged Tue Nov 10, 2026 11:39 AM · attending Dr. Isaac Abernath · resident Dr. Priya Thorne

Specificity gap Criteria met Open Model draft failed the query linter: edit before sending

Documented “obesity” (E66.9); criteria support the more specific Obesity, class 1 (E66.811).

Documented vs supported

Documented
“obesity” · E66.9 Obesity, unspecified
Criteria support
Obesity, class 1 · E66.811 Obesity, class 1
Outcome
BMI 30.8 (class 1)
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
E66.9 -> E66.811
Secondary-diagnosis level
non-CC → non-CC
MS-DRG (illustrative)
191 Chronic obstructive pulmonary disease with CC → 191 Chronic obstructive pulmonary disease with CC
Relative weight
0.8430 → 0.8430 (+0.0000)
Codes before
J44.1, E66.9, N17.9, I10, E78.5, K21.9
Codes after
J44.1, N17.9, I10, E78.5, K21.9, E66.811, Z68.30

All open gaps on this encounter together: MS-DRG 191 → 190 (RW +0.2647).

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)
InputValueSource
BMI from charted height and weight (kg/m2) 30.8
height 155 cm, weight 73.9 kg -> BMI 30.8 · encounter ENC-00006
Age (years) 72
age 72 · encounter ENC-00006
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=72, t.adult=20 false
outcome: class3 bmi >= t.c3 bmi=30.8, t.c3=40 false
outcome: class2 bmi >= t.c2 bmi=30.8, t.c2=35 false
outcome: class1 bmi >= t.c1 bmi=30.8, t.c1=30 true

Documentation query

Title and question drafted by model clockworks-mock (audit entry #1971); 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-00006   Patient: Wes Upfield   To: Dr. Isaac Abernath

Clinical indicators from the health record:
- Documented in the record: "obesity" [Progress note DOC-000019]
- height 155 cm, weight 73.9 kg -> BMI 30.8 [encounter ENC-00006]

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

Response options (select one or write your own):
( ) Obesity, class 1 (BMI 30-34.9)
( ) 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.

Other findings on this encounter

History

Audit entries for this finding (newest first)
SeqWhen (UTC)ActorAction EntitiesDecision / reasonModel / hashes
1971 2026-11-14T20:57:22 system:llm
system
llm.call ENC-00006, ENC-00006.obesity — clockworks-mock mock-1/exactdx.draft_query@1
prompt 17ada6b44eb1
output 0030666b166c
entry 0e403eca16d0
1145 2026-11-14T19:24:27 system:llm
system
llm.call ENC-00006, ENC-00006.obesity — clockworks-mock mock-1/exactdx.draft_query@1
prompt 17ada6b44eb1
output 0030666b166c
entry cdbd277fbce0
403 2026-11-14T18:29:03 system:llm
system
llm.call ENC-00006, ENC-00006.obesity — clockworks-mock mock-1/exactdx.draft_query@1
prompt 17ada6b44eb1
output 0030666b166c
entry 77354b198f94