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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.

Exact Dx: documentation worklist

Published clinical criteria, applied as versioned rules to 180 synthetic inpatient encounters. The tool looks both ways: it flags documentation that is less specific than the chart supports and documented diagnoses the criteria do not support. Rows are ranked by the absolute size of the change, so removing an unsupported code ranks the same as adding a supported one. Nothing changes in the record until a clinician answers a query.

206
Specificity gap

Chart supports a more specific diagnosis than documented.

93
Clinical validation gap

Documented diagnosis the criteria do not support.

57
Clinical judgement required

Borderline or contested: the rule declines to conclude.

Findings (251–300 of 356, highest priority first)
#Encounter · conditionKind DocumentedCriteria supportEffect (illustrative, FY2026) PriorityStatus
1 Avery Treadwell · Malnutrition
ENC-00147 · Cardiology
Specificity gap “malnutrition”
E46
Moderate (non-severe) protein-calorie malnutrition (acute illness context)
E44.0
CC → CC
MS-DRG 291 → 291 (RW +0.0000)
29
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level CC -> CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing9.0discharged 1 day(s) ago
Open
2 Vera Rourke · Obesity
ENC-00157 · Hospital Medicine
Model draft failed the query linter: edit before sending
Specificity gap not documented Obesity, class 1
E66.811
— → non-CC
MS-DRG 194 → 194 (RW +0.0000)
29
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level — -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing9.0discharged 2 day(s) ago
Open
3 Ines Ivers · Heart failure
ENC-00158 · Cardiology
Specificity gap “chronic systolic heart failure”
I50.22
Acute on chronic systolic (HFrEF) heart failure
I50.23
principal → principal
MS-DRG 292 → 292 (RW +0.0000)
29
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing9.0discharged 3 day(s) ago
Open
4 Ines Ivers · Obesity
ENC-00158 · Cardiology
Clinical validation gap “morbid obesity”
E66.01
Obesity, class 1
E66.811
non-CC → non-CC
MS-DRG 292 → 292 (RW +0.0000)
29
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing9.0discharged 3 day(s) ago
Open
5 Lena Foxhall · Chronic kidney disease
ENC-00165 · Hospital Medicine
Specificity gap “chronic kidney disease”
N18.9
Chronic kidney disease stage 3a
N18.31
non-CC → non-CC
MS-DRG 195 → 195 (RW +0.0000)
29
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing9.0discharged 1 day(s) ago
Open
6 Viggo Merriweather · Chronic kidney disease
ENC-00171 · Hospital Medicine
Specificity gap “CKD stage 3”
N18.30
Chronic kidney disease stage 3b
N18.32
non-CC → non-CC
MS-DRG 195 → 195 (RW +0.0000)
29
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing9.0discharged 1 day(s) ago
Open
7 Amara Whitlock · Heart failure
ENC-00002 · Cardiology
Specificity gap “congestive heart failure”
I50.9
Acute on chronic systolic (HFrEF) heart failure
I50.23
principal → principal
MS-DRG 292 → 292 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 8 days ago
Open
8 Rosalind Yardley · Obesity
ENC-00008 · Hospital Medicine
Model draft failed the query linter: edit before sending
Specificity gap not documented Obesity, class 3
E66.813
— → non-CC
MS-DRG 871 → 871 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level — -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 10 days ago
Open
9 Rosalind Yardley · Pressure injury
ENC-00008 · Hospital Medicine
Specificity gap “sacral decubitus ulcer”
L89.159
Pressure injury of sacral region, stage 2
L89.152
non-CC → non-CC
MS-DRG 871 → 871 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 10 days ago
Open
10 Greta Nakashima · Chronic kidney disease
ENC-00028 · Hospital Medicine
Specificity gap not documented Chronic kidney disease stage 3a
N18.31
— → non-CC
MS-DRG 871 → 871 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level — -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 4 days ago
Open
11 Marisol Abernath · Obesity
ENC-00029 · Hospital Medicine
Model draft failed the query linter: edit before sending
Specificity gap not documented Obesity, class 2
E66.812
— → non-CC
MS-DRG 195 → 195 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level — -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 10 days ago
Open
12 Zara Brightwater · Obesity
ENC-00034 · Hospital Medicine
Model draft failed the query linter: edit before sending
Specificity gap not documented Obesity, class 2
E66.812
— → non-CC
MS-DRG 377 → 377 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level — -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 6 days ago
Open
13 Wes Stavros · Obesity
ENC-00038 · Pulmonology
Model draft failed the query linter: edit before sending
Specificity gap “obesity”
E66.9
Obesity, class 2
E66.812
non-CC → non-CC
MS-DRG 191 → 191 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 7 days ago
Open
14 Marisol Thorne · Chronic kidney disease
ENC-00042 · Hospital Medicine
Specificity gap “chronic kidney disease”
N18.9
Chronic kidney disease stage 3b
N18.32
non-CC → non-CC
MS-DRG 194 → 194 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 9 days ago
Open
15 Vera Ravensworth · Heart failure
ENC-00051 · Cardiology
Specificity gap “diastolic heart failure”
I50.30
Chronic diastolic (HFpEF) heart failure
I50.32
principal → principal
MS-DRG 292 → 292 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 11 days ago
Open
16 Amara Merriweather · Chronic kidney disease
ENC-00053 · Pulmonology
Specificity gap “chronic kidney disease”
N18.9
Chronic kidney disease stage 3b
N18.32
non-CC → non-CC
MS-DRG 190 → 190 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 9 days ago
Open
17 Nadia Foxhall · Obesity
ENC-00056 · Pulmonology
Model draft failed the query linter: edit before sending
Specificity gap “obesity”
E66.9
Obesity, class 1
E66.811
non-CC → non-CC
MS-DRG 192 → 192 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 7 days ago
Open
18 Nadia Foxhall · Heart failure
ENC-00059 · Cardiology
Clinical validation gap “acute on chronic diastolic heart failure”
I50.33
Chronic diastolic (HFpEF) heart failure
I50.32
principal → principal
MS-DRG 293 → 293 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 4 days ago
Open
19 Nadia Foxhall · Obesity
ENC-00059 · Cardiology
Model draft failed the query linter: edit before sending
Specificity gap “obesity”
E66.9
Obesity, class 2
E66.812
non-CC → non-CC
MS-DRG 293 → 293 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 4 days ago
Open
20 Hana Abernath · Chronic kidney disease
ENC-00062 · Hospital Medicine
Specificity gap “CKD”
N18.9
Chronic kidney disease stage 3a
N18.31
non-CC → non-CC
MS-DRG 872 → 872 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 10 days ago
Open
21 Yusuf Yardley · Malnutrition
ENC-00068 · Hospital Medicine
Specificity gap “malnourished”
E46
Moderate (non-severe) protein-calorie malnutrition (chronic illness context)
E44.0
CC → CC
MS-DRG 377 → 377 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level CC -> CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 12 days ago
Open
22 Vera Fairbanks · Heart failure
ENC-00069 · Cardiology
Specificity gap “congestive heart failure”
I50.9
Acute on chronic diastolic (HFpEF) heart failure
I50.33
principal → principal
MS-DRG 293 → 293 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 4 days ago
Open
23 Blake Emberly · Heart failure
ENC-00070 · Cardiology
Specificity gap “congestive heart failure”
I50.9
Acute diastolic (HFpEF) heart failure
I50.31
principal → principal
MS-DRG 293 → 293 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 10 days ago
Open
24 Hana Upfield · Chronic kidney disease
ENC-00072 · Hospital Medicine
Specificity gap “chronic kidney disease”
N18.9
Chronic kidney disease stage 3b
N18.32
non-CC → non-CC
MS-DRG 194 → 194 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 8 days ago
Open
25 Hana Upfield · Obesity
ENC-00072 · Hospital Medicine
Model draft failed the query linter: edit before sending
Specificity gap not documented Obesity, class 1
E66.811
— → non-CC
MS-DRG 194 → 194 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level — -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 8 days ago
Open
26 Kenji Lindqvist · Chronic kidney disease
ENC-00082 · Hospital Medicine
Specificity gap not documented Chronic kidney disease stage 3b
N18.32
— → non-CC
MS-DRG 194 → 194 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level — -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 11 days ago
Open
27 Dario Fairbanks · Obesity
ENC-00093 · Hospital Medicine
Model draft failed the query linter: edit before sending
Specificity gap not documented Obesity, class 1
E66.811
— → non-CC
MS-DRG 690 → 690 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level — -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 7 days ago
Open
28 Zara Juniper · Chronic kidney disease
ENC-00094 · Cardiology
Specificity gap “CKD”
N18.9
Chronic kidney disease stage 3b
N18.32
non-CC → non-CC
MS-DRG 292 → 292 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 5 days ago
Open
29 Ines Ashgrove · Heart failure
ENC-00097 · Cardiology
Specificity gap “congestive heart failure”
I50.9
Chronic systolic (HFrEF) heart failure
I50.22
principal → principal
MS-DRG 291 → 291 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 8 days ago
Open
30 Rafael Abernath · Heart failure
ENC-00099 · Cardiology
Specificity gap “diastolic heart failure”
I50.30
Chronic diastolic (HFpEF) heart failure
I50.32
principal → principal
MS-DRG 292 → 292 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 12 days ago
Open
31 Gideon Coldridge · Obesity
ENC-00100 · Pulmonology
Clinical validation gap “class 3 obesity”
E66.813
Obesity, class 1
E66.811
non-CC → non-CC
MS-DRG 190 → 190 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 7 days ago
Open
32 Yusuf Whitlock · Obesity
ENC-00114 · Hospital Medicine
Model draft failed the query linter: edit before sending
Specificity gap not documented Obesity, class 2
E66.812
— → non-CC
MS-DRG 194 → 194 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level — -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 8 days ago
Open
33 Florian Nakashima · Chronic kidney disease
ENC-00115 · Hospital Medicine
Specificity gap “chronic kidney disease”
N18.9
Chronic kidney disease stage 3a
N18.31
non-CC → non-CC
MS-DRG 195 → 195 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 4 days ago
Open
34 Dmitri Jessup · Heart failure
ENC-00125 · Cardiology
Specificity gap “congestive heart failure”
I50.9
Acute diastolic (HFpEF) heart failure
I50.31
principal → principal
MS-DRG 292 → 292 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 4 days ago
Open
35 Tobias Ivers · Heart failure
ENC-00129 · Cardiology
Clinical validation gap “acute on chronic systolic heart failure”
I50.23
Chronic systolic (HFrEF) heart failure
I50.22
principal → principal
MS-DRG 292 → 292 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 12 days ago
Open
36 Quinn Yardley · Heart failure
ENC-00131 · Cardiology
Specificity gap “heart failure”
I50.9
Acute on chronic systolic (HFrEF) heart failure
I50.23
principal → principal
MS-DRG 291 → 291 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 12 days ago
Open
37 Hana Quillan · Chronic kidney disease
ENC-00133 · Hospital Medicine
Specificity gap not documented Chronic kidney disease stage 3b
N18.32
— → non-CC
MS-DRG 689 → 689 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level — -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 8 days ago
Open
38 Florian Treadwell · Pressure injury
ENC-00134 · Hospital Medicine
Specificity gap “sacral pressure ulcer”
L89.159
Pressure injury of sacral region, unstageable
L89.150
non-CC → non-CC
MS-DRG 871 → 871 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 6 days ago
Open
39 Kenji Juniper · Obesity
ENC-00135 · Hospital Medicine
Model draft failed the query linter: edit before sending
Specificity gap “obesity”
E66.9
Obesity, class 1
E66.811
non-CC → non-CC
MS-DRG 689 → 689 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 12 days ago
Open
40 Amara Holloway · Chronic kidney disease
ENC-00136 · Hospital Medicine
Specificity gap “CKD”
N18.9
Chronic kidney disease stage 3b
N18.32
non-CC → non-CC
MS-DRG 194 → 194 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 5 days ago
Open
41 Amara Holloway · Obesity
ENC-00136 · Hospital Medicine
Clinical validation gap “class 3 obesity”
E66.813
Obesity, class 1
E66.811
non-CC → non-CC
MS-DRG 194 → 194 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 5 days ago
Open
42 Hollis Kestrel · Heart failure
ENC-00139 · Cardiology
Specificity gap “diastolic heart failure”
I50.30
Acute on chronic diastolic (HFpEF) heart failure
I50.33
principal → principal
MS-DRG 293 → 293 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 10 days ago
Open
43 Priya Ivers · Heart failure
ENC-00150 · Cardiology
Specificity gap “chronic systolic heart failure”
I50.22
Acute on chronic systolic (HFrEF) heart failure
I50.23
principal → principal
MS-DRG 292 → 292 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 6 days ago
Open
44 Dmitri Galloway · Obesity
ENC-00151 · General Surgery
Model draft failed the query linter: edit before sending
Specificity gap “obesity”
E66.9
Obesity, class 1
E66.811
non-CC → non-CC
MS-DRG 378 → 378 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 9 days ago
Open
45 Ximena Delacroix · Heart failure
ENC-00161 · Cardiology
Specificity gap “CHF”
I50.9
Acute diastolic (HFpEF) heart failure
I50.31
principal → principal
MS-DRG 293 → 293 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 6 days ago
Open
46 Quinn Northam · Heart failure
ENC-00164 · Pulmonology
Specificity gap “HFrEF”
I50.20
Chronic systolic (HFrEF) heart failure
I50.22
CC → CC
MS-DRG 191 → 191 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level CC -> CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 6 days ago
Open
47 Quinn Northam · Obesity
ENC-00164 · Pulmonology
Model draft failed the query linter: edit before sending
Specificity gap “obesity”
E66.9
Obesity, class 1
E66.811
non-CC → non-CC
MS-DRG 191 → 191 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 6 days ago
Open
48 Blake Coldridge · Heart failure
ENC-00175 · Cardiology
Specificity gap “heart failure”
I50.9
Acute on chronic diastolic (HFpEF) heart failure
I50.33
principal → principal
MS-DRG 293 → 293 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level principal -> principal
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 10 days ago
Open
49 Blake Coldridge · Obesity
ENC-00175 · Cardiology
Clinical validation gap “class 3 obesity”
E66.813
Obesity, class 1
E66.811
non-CC → non-CC
MS-DRG 293 → 293 (RW +0.0000)
24
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0secondary-diagnosis level non-CC -> non-CC
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness20.0criteria fully applied
Timing4.5discharged 10 days ago
Open
50 Zara Whitlock · Heart failure
ENC-00017 · Pulmonology
In hospital: concurrent review
Resident note awaiting attending cosign
Clinical judgement required “heart failure”
I50.9
clinician judgement non-CC → —
MS-DRG 191 → 191 (RW +0.0000)
21
Priority score components
ComponentPointsWhy
Diagnosis-level change0.0clinician judgement: no projected change
Grouping change (illustrative)0.0illustrative relative-weight change +0.0000 (absolute value ranks)
Evidence completeness6.0criteria need clinician judgement
Timing15.0patient still in hospital (concurrent review)
Open

"Approved" in the status column means the query was sent; "Rejected" means a CDI specialist dismissed the finding with a reason. Grouping effects use a small embedded subset of public CMS FY2026 tables and are illustrative, never a payment estimate.