Sentiment Analysis for Necessary Preview of 30-Day Mortality in Sepsis Patients and the Control Strategies

Table 1

Examples of nursing notes.

Examples	Description
1	Presumptive diagnosis is Lemierre given the h/o severe sore throat and neck pain followed by hypoxia as well as the CT chest c/w septic emboli in setting of growing anaerobic GNRs at the OSH. However, the CT of the neck was negative for thrombophlebitis although this is only positive in 30%–40% of cases. Other potential sources include an abdominal source given her original presentation including abdominal pain and concern for an acute abdomen. Potential alternatives include bacterial pneumonia/CAP, and atypical pneumonia, although these are less likely. TTE ruled out endocarditis as a source of septic emboli.
2	Yesterday her HCP decided to withdraw care by turning down the tidal volume, the FIO2 to room air, and the PEEP to 0. This was done today. She remained on 500 mcg/hr of fentanyl and 20 mg/hr of versed as well as 20 mg methadone q8hr. Her eyes were open but did not follow commands, and her limbs were flaccid.

Note. CT: computerized tomography; FIO₂: fraction of inspiration O₂; PEEP: positive end expiratory pressure.