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The prescription drug management software maker, Kit Check, announced today the introduction of a new AI system that assigns hospital staff a score allowing it to predict the probability of stealing opioids and other controlled substances intended for patients.
The Individual Risk Identification (IRIS) score will be combined with Bluesight's Controlled Substance Kit Check offer, which helps hospitals track legally authorized drug theft audits and is currently used by 40 health facilities.
Founded in 2011, Kit Check works with approximately 400 hospitals and clients in the United States and Canada.
All nurses, doctors and other hospital staff will be given IRIS scores, said Kevin MacDonald, CEO of Kit Check, in an email sent to VentureBeat.
Kit Check's machine learning algorithms were developed with the help of clinical pharmacists. The algorithm does not currently take into account things like a person's social media activity to determine if that person is likely to steal drugs – but this could happen in the future, he added.
To reach its conclusions, IRIS takes into account data from drug distribution offices, electronic medical records and drug disposal records, as well as other available data sources.
"The technology calculates how unusual behavior is compared to peers in his department, as well as to his counterparts in other hospitals, and analyzes a number of underlying metrics and patterns to create a score." global risk, "said MacDonald. "The IRIS dashboard then shows who is most at risk in terms of ranking so that hospital staff can focus on people with risky behaviors. The technology allows an administrator to determine why a person is considered to have an unusual risk and to view the specific transactions that contributed to the risk score. "
The way scores are used to approach expected flight employees and which specific employees have access to the dashboard goes to each health facility, said MacDonald.
"A person's score may change over time, and it is not 100% certain that a high score means that a staff member is diverting drugs. There will be situations where a person's diagrams will evolve in an unusual – but explainable – way, for example, be temporarily assigned to another department / model. IRIS allows hospital staff to have this conversation, evaluate the available data and move on to other high-risk staff members.
Over time, Kit Check plans to add additional data sources to the IRIS score, such as the increased use of employee tracking systems.
Check Kit plans to expand its flight detection system, beyond hospitals, to care centers still under the control of hospitals – such as outpatient surgery centers, emergency care long-term care facilities and wherever controlled substances are handled.
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