Clinician perspectives on how situational context and augmented intelligence design features impact perceived usefulness of sepsis prediction scores embedded within a simulated electronic health record.
Velma L PayneUsman SattarMelanie C WrightElijah HillJorie M ButlerBrekk MacphersonAmanda JeppesenGuilherme Del FiolKarl Madaras-KellyPublished in: Journal of the American Medical Informatics Association : JAMIA (2024)
Clinicians were unsure of how to apply EWS, acted on clinical data, desired score composition and validation information, and felt EWS was most useful when embedded in multi-patient views. Systems providing interactive visualization may facilitate EWS transparency and increase confidence in AI-generated information.
Keyphrases
- electronic health record
- clinical decision support
- health information
- adverse drug
- social support
- artificial intelligence
- intensive care unit
- case report
- acute kidney injury
- depressive symptoms
- palliative care
- physical activity
- mental health
- septic shock
- healthcare
- deep learning
- machine learning
- virtual reality
- data analysis