Table 5:
The table represents a snippet of the input and output sections of problem summarization. The input data contains an added prefix that denotes the task for T5, “SUMMARIZE” in this case, and <prefix> that defines the note section. Finally, “- - - -” is the continuation of the section, which was excluded here due to the space constraint.
Input | Ground Truth Diagnoses/Problems | T5 770M Single task | Clinical-T5 770M Single task | Clinical-T5 770M Multi-task |
---|---|---|---|---|
SUMMARIZE: <ASSESSMENT> 48 y/o M with HIV 47M s/p elective spinal surgery (anterior and posterior LIFs), intubated - - - - <SUBJECTIVE> Agitated, diaphoretic, altered, hypertensive and tachy this AM - - - - <OBJECTIVE> Last dose of Antibiotics: Infusions: Other ICU medications: Heparin Sodium (Prophylaxis) - - - - |
EtOH withdrawal Spinal surgery | Altered MS s p elective spinal surgery | DTs EtOH w d pain h o chronic pain | Altered mental status Hypertension Tachycardia Acute renal failure s p spinal surgery |
SUMMARIZE: <ASSESSMENT> SEPSIS WITHOUT ORGAN DYSFUNCTION Ms. [**Known lastname 10381**] is a 76F with multiple medical problems, who is - - - - - - - <SUBJECTIVE>FEVER-101.7 F - [**2129-9-3**] 12:33 PM -received boluses overnight for low SBP - - - - <OBJECTIVE> Last dose of Antibiotics: Cefipime - [**2129-9-3**] 04:05 PM Metronidazole - [**2129-9-4**] 04:00 AM - - - - |
Sepsis Patient has re developed fevers on 9 2 on a regimen of vancomycin ceftriaxone Possible sources include 1 Intra abdominal source | Sepsis Thrombo-cytopenia | Sepsis Likely source is clostridium difficile colitis Acute renal failure | Hypotension Likely secondary to sepsis though source unclear at this time Acute renal failure |