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.
Chart supports a more specific diagnosis than documented.
Documented diagnosis the criteria do not support.
Borderline or contested: the rule declines to conclude.
| # | Encounter · condition | Kind | Documented | Criteria support | Effect (illustrative, FY2026) | Priority | Status | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Viggo Elsworth · Malnutrition ENC-00079 · Hospital Medicine |
Specificity gap | “malnutrition” E46 |
Severe protein-calorie malnutrition (chronic illness context) E43 |
CC → MCC MS-DRG 194 → 193 (RW +0.5085) |
63
|
Open | |||||||||||||||
| 2 | Farah Juniper · Heart failure ENC-00141 · Hospital Medicine |
Specificity gap | “chronic diastolic heart failure” I50.32 |
Acute on chronic diastolic (HFpEF) heart failure I50.33 |
CC → MCC MS-DRG 194 → 193 (RW +0.5085) |
63
|
Open | |||||||||||||||
| 3 | Keira Merriweather · Acute blood loss anaemia ENC-00064 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “anemia” D64.9 |
Acute blood loss anemia D62 |
non-CC → CC MS-DRG 195 → 194 (RW +0.1774) |
61
|
Open | |||||||||||||||
| 4 | Gideon Pemberton · Malnutrition ENC-00047 · Pulmonology |
Specificity gap | not documented | Moderate (non-severe) protein-calorie malnutrition (acute illness context) E44.0 |
— → CC MS-DRG 192 → 191 (RW +0.2010) |
56
|
Open | |||||||||||||||
| 5 | Lena Foxhall · Hyponatraemia ENC-00165 · Hospital Medicine |
Specificity gap | not documented | Hyponatraemia (profound) E87.1 |
— → CC MS-DRG 195 → 194 (RW +0.1774) |
55
|
Open | |||||||||||||||
| 6 | Teodora Vance · Acute kidney injury ENC-00001 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 2) N17.9 |
non-CC → CC MS-DRG 193 → 193 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 7 | Marisol Okafor · Acute blood loss anaemia ENC-00009 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “anemia” D64.9 |
Acute blood loss anemia D62 |
non-CC → CC MS-DRG 378 → 378 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 8 | Rosalind Upfield · Chronic kidney disease ENC-00018 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “CKD” N18.9 |
Chronic kidney disease stage 4 N18.4 |
non-CC → CC MS-DRG 872 → 872 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 9 | Sana Ingram · Acute kidney injury ENC-00027 · Pulmonology In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “worsening renal function” N28.9 |
Acute kidney injury (KDIGO stage 3) N17.9 |
non-CC → CC MS-DRG 191 → 191 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 10 | Sana Pemberton · Acute blood loss anaemia ENC-00039 · Cardiology In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | not documented | Acute blood loss anemia D62 |
— → CC MS-DRG 292 → 292 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 11 | Vera Quillan · Acute blood loss anaemia ENC-00048 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “anemia” D64.9 |
Acute blood loss anemia D62 |
non-CC → CC MS-DRG 690 → 690 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 12 | Elena Okafor · Chronic kidney disease ENC-00054 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “CKD” N18.9 |
Chronic kidney disease stage 4 N18.4 |
non-CC → CC MS-DRG 871 → 871 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 13 | Elena Okafor · Malnutrition ENC-00054 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “malnourished” E46 |
Severe protein-calorie malnutrition (acute illness context) E43 |
CC → MCC MS-DRG 871 → 871 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 14 | Florian Quillan · Acute kidney injury ENC-00060 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “acute renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 2) N17.9 |
non-CC → CC MS-DRG 194 → 194 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 15 | Mara Pemberton · Malnutrition ENC-00061 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | not documented | Moderate (non-severe) protein-calorie malnutrition (acute illness context) E44.0 |
— → CC MS-DRG 871 → 871 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 16 | Lena Upfield · Acute blood loss anaemia ENC-00065 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “anemia” D64.9 |
Acute blood loss anemia D62 |
non-CC → CC MS-DRG 193 → 193 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 17 | Lena Upfield · Chronic kidney disease ENC-00065 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “chronic kidney disease” N18.9 |
Chronic kidney disease stage 4 N18.4 |
non-CC → CC MS-DRG 193 → 193 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 18 | Lena Upfield · Heart failure ENC-00065 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | “diastolic heart failure” I50.30 |
Acute on chronic diastolic (HFpEF) heart failure I50.33 |
CC → MCC MS-DRG 193 → 193 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 19 | Lena Upfield · Hyponatraemia ENC-00065 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | not documented | Hyponatraemia (moderate) E87.1 |
— → CC MS-DRG 193 → 193 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 20 | Jun Galloway · Hyponatraemia ENC-00067 · Hospital Medicine In hospital: concurrent review |
Specificity gap | not documented | Hyponatraemia (profound) E87.1 |
— → CC MS-DRG 193 → 193 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 21 | Celeste Ravensworth · Acute blood loss anaemia ENC-00077 · Cardiology In hospital: concurrent review |
Specificity gap | “anemia” D64.9 |
Acute blood loss anemia D62 |
non-CC → CC MS-DRG 292 → 292 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 22 | Viggo Pemberton · Acute kidney injury ENC-00095 · Cardiology In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | not documented | Acute kidney injury (KDIGO stage 3) N17.9 |
— → CC MS-DRG 292 → 292 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 23 | Celeste Hartwell · Acute kidney injury ENC-00098 · Hospital Medicine In hospital: concurrent review |
Specificity gap | not documented | Acute kidney injury (KDIGO stage 2) N17.9 |
— → CC MS-DRG 689 → 689 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 24 | Jun Kestrel · Acute kidney injury ENC-00124 · Pulmonology In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | not documented | Acute kidney injury (KDIGO stage 2) N17.9 |
— → CC MS-DRG 190 → 190 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 25 | Esme Northam · Acute blood loss anaemia ENC-00128 · Hospital Medicine In hospital: concurrent review |
Specificity gap | not documented | Acute blood loss anemia D62 |
— → CC MS-DRG 378 → 378 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 26 | Lena Okafor · Acute blood loss anaemia ENC-00169 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | not documented | Acute blood loss anemia D62 |
— → CC MS-DRG 377 → 377 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 27 | Vera Penhallow · Hyponatraemia ENC-00173 · Pulmonology In hospital: concurrent review Resident note awaiting attending cosign |
Specificity gap | not documented | Hyponatraemia (profound) E87.1 |
— → CC MS-DRG 191 → 191 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 28 | Quinn Kestrel · Acute kidney injury ENC-00178 · Hospital Medicine In hospital: concurrent review |
Specificity gap | “renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 3) N17.9 |
non-CC → CC MS-DRG 193 → 193 (RW +0.0000) |
55
|
Open | |||||||||||||||
| 29 | Vera Fairbanks · Acute kidney injury ENC-00069 · Cardiology |
Specificity gap | “acute renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 1) N17.9 |
non-CC → CC MS-DRG 293 → 292 (RW +0.2830) |
55
|
Open | |||||||||||||||
| 30 | Blake Emberly · Acute kidney injury ENC-00070 · Cardiology |
Specificity gap | not documented | Acute kidney injury (KDIGO stage 3) N17.9 |
— → CC MS-DRG 293 → 292 (RW +0.2830) |
55
|
Open | |||||||||||||||
| 31 | Hollis Kestrel · Hyponatraemia ENC-00139 · Cardiology |
Specificity gap | not documented | Hyponatraemia (profound) E87.1 |
— → CC MS-DRG 293 → 292 (RW +0.2830) |
55
|
Open | |||||||||||||||
| 32 | Ximena Delacroix · Acute kidney injury ENC-00161 · Cardiology |
Specificity gap | “acute renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 2) N17.9 |
non-CC → CC MS-DRG 293 → 292 (RW +0.2830) |
55
|
Open | |||||||||||||||
| 33 | Wes Stavros · Heart failure ENC-00038 · Pulmonology |
Specificity gap | “HFrEF” I50.20 |
Acute on chronic systolic (HFrEF) heart failure I50.23 |
CC → MCC MS-DRG 191 → 190 (RW +0.2647) |
54
|
Open | |||||||||||||||
| 34 | Nadia Foxhall · Acute kidney injury ENC-00056 · Pulmonology |
Specificity gap | not documented | Acute kidney injury (KDIGO stage 2) N17.9 |
— → CC MS-DRG 192 → 191 (RW +0.2010) |
52
|
Open | |||||||||||||||
| 35 | Nadia Foxhall · Hyponatraemia ENC-00056 · Pulmonology |
Specificity gap | not documented | Hyponatraemia (profound) E87.1 |
— → CC MS-DRG 192 → 191 (RW +0.2010) |
52
|
Open | |||||||||||||||
| 36 | Marisol Abernath · Acute kidney injury ENC-00029 · Hospital Medicine |
Specificity gap | “renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 2) N17.9 |
non-CC → CC MS-DRG 195 → 194 (RW +0.1774) |
51
|
Open | |||||||||||||||
| 37 | Pilar Nakashima · Acute kidney injury ENC-00045 · Hospital Medicine |
Specificity gap | “renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 1) N17.9 |
non-CC → CC MS-DRG 195 → 194 (RW +0.1774) |
51
|
Open | |||||||||||||||
| 38 | Florian Nakashima · Acute kidney injury ENC-00115 · Hospital Medicine |
Specificity gap | “renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 3) N17.9 |
non-CC → CC MS-DRG 195 → 194 (RW +0.1774) |
51
|
Open | |||||||||||||||
| 39 | Jun Ivers · Hyponatraemia ENC-00145 · Hospital Medicine |
Specificity gap | not documented | Hyponatraemia (profound) E87.1 |
— → CC MS-DRG 195 → 194 (RW +0.1774) |
51
|
Open | |||||||||||||||
| 40 | Orrin Treadwell · Hyponatraemia ENC-00016 · Hospital Medicine |
Specificity gap | not documented | Hyponatraemia (moderate) E87.1 |
— → CC MS-DRG 690 → 690 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 41 | Camila Merriweather · Chronic kidney disease ENC-00030 · Hospital Medicine |
Specificity gap | not documented | Chronic kidney disease stage 4 N18.4 |
— → CC MS-DRG 871 → 871 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 42 | Nico Greaves · Acute kidney injury ENC-00044 · Hospital Medicine |
Specificity gap | “renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 2) N17.9 |
non-CC → CC MS-DRG 194 → 194 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 43 | Jalen Penhallow · Acute blood loss anaemia ENC-00083 · General Surgery |
Specificity gap | not documented | Acute blood loss anemia D62 |
— → CC MS-DRG 378 → 378 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 44 | Odette Elsworth · Hyponatraemia ENC-00108 · Cardiology |
Specificity gap | not documented | Hyponatraemia (moderate) E87.1 |
— → CC MS-DRG 291 → 291 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 45 | Ximena Kestrel · Chronic kidney disease ENC-00152 · Cardiology |
Specificity gap | “CKD” N18.9 |
Chronic kidney disease stage 4 N18.4 |
non-CC → CC MS-DRG 291 → 291 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 46 | Vera Rourke · Acute kidney injury ENC-00157 · Hospital Medicine |
Specificity gap | “renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 3) N17.9 |
non-CC → CC MS-DRG 194 → 194 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 47 | Vera Rourke · Acute blood loss anaemia ENC-00157 · Hospital Medicine |
Specificity gap | not documented | Acute blood loss anemia D62 |
— → CC MS-DRG 194 → 194 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 48 | Lena Lindqvist · Malnutrition ENC-00174 · Hospital Medicine |
Specificity gap | not documented | Moderate (non-severe) protein-calorie malnutrition (acute illness context) E44.0 |
— → CC MS-DRG 377 → 377 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 49 | Uma Quillan · Obesity ENC-00142 · Cardiology In hospital: concurrent review Resident note awaiting attending cosign Model draft failed the query linter: edit before sending |
Specificity gap | not documented | Obesity, class 3 E66.813 |
— → non-CC MS-DRG 293 → 292 (RW +0.2830) |
45
|
Open | |||||||||||||||
| 50 | Camila Lindqvist · Acute kidney injury ENC-00003 · Cardiology |
Specificity gap | “renal insufficiency” N28.9 |
Acute kidney injury (KDIGO stage 3) N17.9 |
non-CC → CC MS-DRG 292 → 292 (RW +0.0000) |
44
|
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.