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 | Gideon Coldridge · Heart failure ENC-00100 · Pulmonology |
Clinical validation gap | “acute on chronic systolic heart failure” I50.23 |
Chronic systolic (HFrEF) heart failure I50.22 |
MCC → CC MS-DRG 190 → 191 (RW -0.2647) |
54
|
Open | |||||||||||||||
| 2 | Kenji Lindqvist · Acute kidney injury ENC-00082 · Hospital Medicine |
Clinical validation gap | “AKI” N17.9 |
criteria not met | CC → removed MS-DRG 194 → 195 (RW -0.1774) |
51
|
Open | |||||||||||||||
| 3 | Odette Brightwater · Sepsis ENC-00127 · Hospital Medicine Contested definitions (Sepsis-2 vs Sepsis-3) |
Clinical validation gap | “sepsis” A41.9 |
criteria not met | principal → removed MS-DRG 871 → 194 (RW -1.1366) |
50
|
Open | |||||||||||||||
| 4 | Pilar Lindqvist · Acute kidney injury ENC-00073 · Hospital Medicine |
Clinical validation gap | “AKI” N17.9 |
criteria not met | CC → removed MS-DRG 194 → 194 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 5 | Odette Elsworth · Acute kidney injury ENC-00108 · Cardiology |
Clinical validation gap | “acute kidney injury” N17.9 |
criteria not met | CC → removed MS-DRG 291 → 291 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 6 | Ximena Kestrel · Acute kidney injury ENC-00152 · Cardiology |
Clinical validation gap | “acute kidney injury” N17.9 |
criteria not met | CC → removed MS-DRG 291 → 291 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 7 | Ximena Kestrel · Hyponatraemia ENC-00152 · Cardiology |
Clinical validation gap | “hyponatremia” E87.1 |
criteria not met | CC → removed MS-DRG 291 → 291 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 8 | Lena Lindqvist · Acute blood loss anaemia ENC-00174 · Hospital Medicine |
Clinical validation gap | “acute blood loss anemia” D62 |
Anemia (acute blood-loss criteria not met) D64.9 |
CC → non-CC MS-DRG 377 → 377 (RW +0.0000) |
49
|
Open | |||||||||||||||
| 9 | Greta Nakashima · Sepsis ENC-00028 · Hospital Medicine Contested definitions (Sepsis-2 vs Sepsis-3) |
Clinical validation gap | “sepsis” A41.9 |
criteria not met | principal → removed MS-DRG 871 → 193 (RW -0.6281) |
47
|
Open | |||||||||||||||
| 10 | Amara Whitlock · Acute kidney injury ENC-00002 · Cardiology |
Clinical validation gap | “acute kidney injury” N17.9 |
criteria not met | CC → removed MS-DRG 292 → 292 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 11 | Pilar Ravensworth · Hyponatraemia ENC-00022 · Hospital Medicine |
Clinical validation gap | “hyponatremia” E87.1 |
criteria not met | CC → removed MS-DRG 872 → 872 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 12 | Greta Nakashima · Acute kidney injury ENC-00028 · Hospital Medicine |
Clinical validation gap | “AKI” N17.9 |
criteria not met | CC → removed MS-DRG 871 → 871 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 13 | Greta Nakashima · Malnutrition ENC-00028 · Hospital Medicine |
Clinical validation gap | “severe protein-calorie malnutrition” E43 |
Moderate (non-severe) protein-calorie malnutrition (acute illness context) E44.0 |
MCC → CC MS-DRG 871 → 871 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 14 | Nico Hartwell · Acute kidney injury ENC-00032 · Hospital Medicine |
Clinical validation gap | “acute kidney injury” N17.9 |
criteria not met | CC → removed MS-DRG 194 → 194 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 15 | Nico Ravensworth · Hyponatraemia ENC-00043 · Cardiology |
Clinical validation gap | “hyponatremia” E87.1 |
criteria not met | CC → removed MS-DRG 291 → 291 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 16 | Nico Ravensworth · Malnutrition ENC-00043 · Cardiology |
Clinical validation gap | “malnourished” E46 |
criteria not met | CC → removed MS-DRG 291 → 291 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 17 | Kenji Galloway · Acute blood loss anaemia ENC-00046 · Hospital Medicine |
Clinical validation gap | “acute blood loss anemia” D62 |
Anemia (acute blood-loss criteria not met) D64.9 |
CC → non-CC MS-DRG 689 → 689 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 18 | Ximena Vance · Acute kidney injury ENC-00049 · Hospital Medicine |
Clinical validation gap | “acute kidney injury” N17.9 |
criteria not met | CC → removed MS-DRG 193 → 193 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 19 | Ximena Vance · Acute blood loss anaemia ENC-00049 · Hospital Medicine |
Clinical validation gap | “acute blood loss anemia” D62 |
Anemia (acute blood-loss criteria not met) D64.9 |
CC → non-CC MS-DRG 193 → 193 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 20 | Hana Abernath · Malnutrition ENC-00062 · Hospital Medicine |
Clinical validation gap | “malnourished” E46 |
criteria not met | CC → removed MS-DRG 872 → 872 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 21 | Farah Nakashima · Malnutrition ENC-00090 · Cardiology |
Clinical validation gap | “malnourished” E46 |
criteria not met | CC → removed MS-DRG 291 → 291 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 22 | Gideon Coldridge · Chronic kidney disease ENC-00100 · Pulmonology |
Clinical validation gap | “CKD stage 4” N18.4 |
Chronic kidney disease stage 3b N18.32 |
CC → non-CC MS-DRG 190 → 190 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 23 | Tobias Fairbanks · Chronic kidney disease ENC-00102 · Hospital Medicine |
Clinical validation gap | “CKD stage 4” N18.4 |
Chronic kidney disease stage 3b N18.32 |
CC → non-CC MS-DRG 689 → 689 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 24 | Sana Thorne · Acute kidney injury ENC-00107 · Cardiology |
Clinical validation gap | “AKI” N17.9 |
criteria not met | CC → removed MS-DRG 292 → 292 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 25 | Sana Thorne · Chronic kidney disease ENC-00107 · Cardiology |
Clinical validation gap | “CKD stage 4” N18.4 |
Chronic kidney disease stage 3b N18.32 |
CC → non-CC MS-DRG 292 → 292 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 26 | Yusuf Whitlock · Acute kidney injury ENC-00114 · Hospital Medicine |
Clinical validation gap | “AKI” N17.9 |
criteria not met | CC → removed MS-DRG 194 → 194 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 27 | Yusuf Whitlock · Acute blood loss anaemia ENC-00114 · Hospital Medicine |
Clinical validation gap | “acute blood loss anemia” D62 |
Anemia (acute blood-loss criteria not met) D64.9 |
CC → non-CC MS-DRG 194 → 194 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 28 | Bodhi Foxhall · Acute kidney injury ENC-00122 · Hospital Medicine |
Clinical validation gap | “AKI” N17.9 |
criteria not met | CC → removed MS-DRG 689 → 689 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 29 | Bodhi Foxhall · Malnutrition ENC-00122 · Hospital Medicine |
Clinical validation gap | “severe malnutrition” E43 |
Moderate (non-severe) protein-calorie malnutrition (acute illness context) E44.0 |
MCC → CC MS-DRG 689 → 689 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 30 | Dmitri Jessup · Acute blood loss anaemia ENC-00125 · Cardiology |
Clinical validation gap | “acute blood loss anemia” D62 |
Anemia (acute blood-loss criteria not met) D64.9 |
CC → non-CC MS-DRG 292 → 292 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 31 | Dmitri Galloway · Acute blood loss anaemia ENC-00151 · General Surgery |
Clinical validation gap | “acute blood loss anemia” D62 |
Anemia (acute blood-loss criteria not met) D64.9 |
CC → non-CC MS-DRG 378 → 378 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 32 | Nadia Greaves · Chronic kidney disease ENC-00162 · Hospital Medicine |
Clinical validation gap | “CKD stage 4” N18.4 |
Chronic kidney disease stage 3b N18.32 |
CC → non-CC MS-DRG 690 → 690 (RW +0.0000) |
44
|
Open | |||||||||||||||
| 33 | Gideon Merriweather · Obesity ENC-00005 · Hospital Medicine In hospital: concurrent review Resident note awaiting attending cosign |
Clinical validation gap | “class 3 obesity” E66.813 |
Obesity, class 1 E66.811 |
non-CC → non-CC MS-DRG 193 → 193 (RW +0.0000) |
35
|
Open | |||||||||||||||
| 34 | Priya Nakashima · Obesity ENC-00080 · Cardiology In hospital: concurrent review Resident note awaiting attending cosign |
Clinical validation gap | “morbid obesity” E66.01 |
Obesity, class 1 E66.811 |
non-CC → non-CC MS-DRG 291 → 291 (RW +0.0000) |
35
|
Open | |||||||||||||||
| 35 | Luca Abernath · Sepsis ENC-00004 · Hospital Medicine Contested definitions (Sepsis-2 vs Sepsis-3) |
Clinical validation gap | “sepsis” A41.9 |
criteria not met | principal → removed MS-DRG 872 → 690 (RW -0.2138) |
32
|
Open | |||||||||||||||
| 36 | Orrin Foxhall · Sepsis ENC-00063 · Hospital Medicine Contested definitions (Sepsis-2 vs Sepsis-3) |
Clinical validation gap | “sepsis” A41.9 |
criteria not met | principal → removed MS-DRG 872 → 690 (RW -0.2138) |
32
|
Open | |||||||||||||||
| 37 | Dario Ingram · Obesity ENC-00019 · Hospital Medicine |
Clinical validation gap | “morbid obesity” E66.01 |
Obesity, class 1 E66.811 |
non-CC → non-CC MS-DRG 377 → 377 (RW +0.0000) |
29
|
Open | |||||||||||||||
| 38 | 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
|
Open | |||||||||||||||
| 39 | 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
|
Open | |||||||||||||||
| 40 | 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
|
Open | |||||||||||||||
| 41 | 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
|
Open | |||||||||||||||
| 42 | 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
|
Open | |||||||||||||||
| 43 | 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
|
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.