Assess whether to stop a model that increases alert volume without outcomes

SITUATION Clinical documentation integrity manager in a multi-hospital system comparing length of stay has one working extract — sepsis BPA alert-override log — after a unit that is an outlier after risk adjustment. Clinical documentation integrity manager in a multi-hospital system comparing length of stay has sepsis BPA alert-override log after a unit that is an outlier after risk adjustment. If that extract cannot support to stop a model, the only defensible Healthcare Models and Documentation output is hold.

DECISION Clinical documentation integrity manager in a multi-hospital system comparing length of stay 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 1. Sepsis BPA alert-override log reads as Proceed under protocol once a unit that is an outlier after risk adjustment is maps to the same Healthcare population. 2. 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 Models and Documentation extract. 3. Escalate safety review is still live in sepsis BPA alert-override log for clinical documentation integrity manager in a multi-hospital system comparing length of stay. 4. Sepsis BPA alert-override log is missing the fact clinical documentation integrity manager needs after a unit that is an outlier after risk adjustment; stop this Healthcare close.

ANALYSIS REQUIRED 1. Trace access logs and outputs to the rule clinical documentation integrity manager must apply. 2. Assess patient-safety and HIPAA / minimum-necessary implications of to stop a model. 3. Quantify who is harmed if sepsis BPA alert-override log is wrong. 4. For this Healthcare Models and Documentation 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 to stop a model for clinical documentation integrity manager.

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

COMMAND RETURNS - Bottom-line Healthcare option on to stop a model, then the evidence in sepsis BPA alert-override log, then the action for clinical documentation integrity manager - Hypothesis scorecard against sepsis BPA alert-override log: supported / rejected / untestable - Missing page in sepsis BPA alert-override log after a unit that is an outlier after risk adjustment, if any - Regulatory or exam hook Models and Documentation would cite