Assess whether a risk model is calibrated for this population (d13450)

Situation

Risk-model validation lead in a 400-bed community hospital with alert fatigue has one working extract — sepsis BPA alert-override log — after a unit that is an outlier after risk adjustment. If sepsis BPA alert-override log cannot support a risk model is calibrated, the honest Healthcare output is hold.

Decision

Risk-model validation lead in a 400-bed community hospital with alert fatigue must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using sepsis BPA alert-override log after a unit that is an outlier after risk adjustment.

Hypotheses to test

• Sepsis BPA alert-override log reads as Proceed under protocol once a unit that is an outlier after risk adjustment is lined up to the same Healthcare population.
• Sepsis BPA alert-override log is closer to Pause the pathway after a unit that is an outlier after risk adjustment; Proceed under protocol would over-claim this Outcomes Review extract.
• Escalate safety review is still live in sepsis BPA alert-override log for risk-model validation lead in a 400-bed community hospital with alert fatigue.
• Sepsis BPA alert-override log is missing the fact risk-model validation lead needs after a unit that is an outlier after risk adjustment; stop this Healthcare close.

Analysis required

• Trace access logs and outputs to the rule risk-model validation lead must apply.
• Assess patient-safety and HIPAA / minimum-necessary implications of a risk model is calibrated.
• Quantify who is harmed if sepsis BPA alert-override log is wrong.
• For this Healthcare Outcomes Review file, read sepsis BPA alert-override log against a unit that is an outlier after risk adjustment and write the one fact that would move a risk model is calibrated for risk-model validation lead.

Recommendation

Choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold on this Healthcare / Outcomes Review packet (sepsis BPA alert-override log after a unit that is an outlier after risk adjustment). The follow-on Outcomes Review action is what risk-model validation lead does next: implement the option, assign an owner, and log the missing fact.