AmareshHebbar/icd10-to-drg-qwen25-1b
Text Generation • Updated • 5
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[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.343A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S62.608B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.151C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: N39.0"
},
{
"role": "assistant",
"content": "MS-DRG 006 — LIVER TRANSPLANT WITHOUT MCC\nRel... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S62.352B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.443B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: T32.71"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR INT... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: T23.731A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.122C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S34.101A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S72.456C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S02.832B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "MS-DRG: 866"
},
{
"role": "assistant",
"content": "MS-DRG 866 — VIRAL ILLNESS WITHOUT MCC\nRelative Weight:... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: E11.630"
},
{
"role": "assistant",
"content": "MS-DRG 002 — HEART TRANSPLANT OR IMPLANT OF ... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "MS-DRG: 675"
},
{
"role": "assistant",
"content": "MS-DRG 675 — OTHER KIDNEY AND URINARY TRACT PROCEDURES W... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "MS-DRG: 115"
},
{
"role": "assistant",
"content": "MS-DRG 115 — EXTRAOCULAR PROCEDURES EXCEPT ORBIT\nRelati... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S32.611B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S92.012B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.351A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S62.512B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S32.453B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: E11.52"
},
{
"role": "assistant",
"content": "MS-DRG 002 — HEART TRANSPLANT OR IMPLANT OF H... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S52.136B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S02.630B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: O36.8193"
},
{
"role": "assistant",
"content": "MS-DRG 003 — ECMO OR TRACHEOSTOMY WITH MV >... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.242B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S06.0X9A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: O35.7XX5"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.456B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "MS-DRG: 695"
},
{
"role": "assistant",
"content": "MS-DRG 695 — KIDNEY AND URINARY TRACT SIGNS AND SYMPTOMS... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: T23.799A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S72.452C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S06.4X2A"
},
{
"role": "assistant",
"content": "MS-DRG 031 — VENTRICULAR SHUNT PROCEDURES W... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S32.16XS"
},
{
"role": "assistant",
"content": "MS-DRG 003 — ECMO OR TRACHEOSTOMY WITH MV >... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S22.029A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.253C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S92.145B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: T25.332A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "MS-DRG: 533"
},
{
"role": "assistant",
"content": "MS-DRG 533 — FRACTURES OF FEMUR WITH MCC\nRelative Weigh... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S72.021A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S12.491A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: E11.10"
},
{
"role": "assistant",
"content": "MS-DRG 002 — HEART TRANSPLANT OR IMPLANT OF H... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.56XB"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: Q99.811"
},
{
"role": "assistant",
"content": "MS-DRG 001 — HEART TRANSPLANT OR IMPLANT OF ... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S52.539C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S52.531C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S52.512B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.851C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S17.0XXA"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.141B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S32.599A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S62.642B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S22.082B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S59.012A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S22.040A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S06.334A"
},
{
"role": "assistant",
"content": "MS-DRG 006 — LIVER TRANSPLANT WITHOUT MCC\n... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "MS-DRG: 091"
},
{
"role": "assistant",
"content": "MS-DRG 091 — OTHER DISORDERS OF NERVOUS SYSTEM WITH MCC\... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S06.2X1A"
},
{
"role": "assistant",
"content": "MS-DRG 030 — SPINAL PROCEDURES WITHOUT CC/M... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: T81.599A"
},
{
"role": "assistant",
"content": "MS-DRG 001 — HEART TRANSPLANT OR IMPLANT OF... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.892B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S92.114B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S62.001B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "MS-DRG: 027"
},
{
"role": "assistant",
"content": "MS-DRG 027 — CRANIOTOMY AND ENDOVASCULAR INTRACRANIAL PR... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.451C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S12.111A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: L89.93"
},
{
"role": "assistant",
"content": "MS-DRG 003 — ECMO OR TRACHEOSTOMY WITH MV >96... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.301B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S72.301B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.262B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: T22.312A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S49.019A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S72.115C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.445A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "MS-DRG: 797"
},
{
"role": "assistant",
"content": "MS-DRG 797 — VAGINAL DELIVERY WITH STERILIZATION AND/OR ... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S52.119A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S62.166B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S72.136C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S52.389B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.466A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S62.024B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S32.465B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S72.114B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S59.241A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S82.091A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S32.411B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "MS-DRG: 629"
},
{
"role": "assistant",
"content": "MS-DRG 629 — OTHER ENDOCRINE, NUTRITIONAL AND METABOLIC ... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.111B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.224B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: L89.021"
},
{
"role": "assistant",
"content": "MS-DRG 001 — HEART TRANSPLANT OR IMPLANT OF ... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S24.131A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S52.133B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S72.011C"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: T24.799A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.352A"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S42.92XB"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: L89.212"
},
{
"role": "assistant",
"content": "MS-DRG 002 — HEART TRANSPLANT OR IMPLANT OF ... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: T31.33"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR INT... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: O36.0932"
},
{
"role": "assistant",
"content": "MS-DRG 002 — HEART TRANSPLANT OR IMPLANT OF... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: E10.3529"
},
{
"role": "assistant",
"content": "MS-DRG 001 — HEART TRANSPLANT OR IMPLANT OF... |
[
{
"role": "system",
"content": "You are a DRG grouper. Given ICD-10-CM codes, return the MS-DRG code, relative weight, and geometric mean LOS."
},
{
"role": "user",
"content": "ICD-10-CM code: S52.501B"
},
{
"role": "assistant",
"content": "MS-DRG 005 — LIVER TRANSPLANT WITH MCC OR I... |
End of preview. Expand in Data Studio
ICD-10-CM to MS-DRG Mapper
Part of the AxisMapper Medical AI Suite — 16 domain-specific SFT datasets for fine-tuning medical LLMs.
Built by AmareshHebbar | Studio Ilios / Humanova Minds
What this dataset does
ICD-10-CM diagnosis codes → MS-DRG code, relative weight, and geometric mean LOS
Why download this
Hospital reimbursement prediction, DRG validation, revenue cycle automation. Critical for US hospital billing under the Medicare IPPS system.
Dataset stats
| Split | Rows |
|---|---|
| Train | 617 |
| Validation | 77 |
| Test | 78 |
| Total | 772 |
Data format
Every row is a messages list in chat format — compatible with Unsloth, TRL SFTTrainer, LLaMA-Factory, and any OpenAI-style fine-tuning pipeline:
{
"messages": [
{"role": "system", "content": "You are a ..."},
{"role": "user", "content": "ICD-10-CM code: I21.09"},
{"role": "assistant", "content": "MS-DRG 280 — Acute Myocardial Infarction, Discharged Alive with MCC
Relative Weight: 2.8613
Geometric Mean LOS: 4.7 days"}
]
}
Data source
CMS MS-DRG v43.1 Definitions Manual + FY2026 Final Rule Table 5 → https://www.cms.gov/medicare/payment/prospective-payment-systems/acute-inpatient-pps
All data is extracted from authoritative public sources. No LLM-generated or synthetic content.
Who should use this
Hospital revenue cycle teams, healthcare finance analysts, health IT developers.
Quick start
from datasets import load_dataset
ds = load_dataset("AmareshHebbar/icd10-to-drg-sft")
print(ds["train"][0])
Fine-tuning example (Unsloth)
from unsloth import FastLanguageModel
from trl import SFTTrainer
from datasets import load_dataset
model, tokenizer = FastLanguageModel.from_pretrained(
model_name="unsloth/Qwen2.5-3B-Instruct",
max_seq_length=2048,
load_in_4bit=True,
)
dataset = load_dataset("AmareshHebbar/icd10-to-drg-sft", split="train")
trainer = SFTTrainer(
model=model,
tokenizer=tokenizer,
train_dataset=dataset,
dataset_text_field="messages",
max_seq_length=2048,
)
trainer.train()
Related datasets in this collection
| Dataset | Task | Rows |
|---|---|---|
| icd10-coder-sft | ICD-10-CM coding | 74.7k |
| symptom-diagnoser-sft | Symptom → diagnosis | 119k |
| clinical-summarizer-sft | SOAP summarization | 30k |
| discharge-qa-sft | Discharge summary QA | 30k |
| pmjay-classifier-sft | PM-JAY packages | 11.1k |
| radiology-coder-sft | Radiology coding | 25k |
| medical-ner-sft | Clinical NER | 16.7k |
| hindi-medical-sft | Hindi medical QA | 19.7k |
Citation
@misc{axiomapper2026,
author = {Hebbar, Amaresh},
title = {AxisMapper: Medical AI Fine-tuning Dataset Suite},
year = {2026},
publisher = {HuggingFace},
url = {https://huggingface.co/collections/AmareshHebbar/axiomapper-medical-ai-suite}
}
AxisMapper is an open-source project. Star the repo, open issues, and contribute at GitHub.
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