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

SITUATION Risk-model validation lead in a children's hospital rewriting a sepsis protocol has one working extract — length-of-stay outliers versus DRG peers — after a unit that is an outlier after risk adjustment. If length-of-stay outliers versus DRG peers cannot support to stop a model, the only defensible Healthcare output is hold.

DECISION Risk-model validation lead in a children's hospital rewriting a sepsis protocol must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using length-of-stay outliers versus DRG peers after a unit that is an outlier after risk adjustment.

HYPOTHESES TO TEST 1. The population in length-of-stay outliers versus DRG peers is the one a unit that is an outlier after risk adjustment named, so Proceed under protocol follows for this Alerts and Bundles file. 2. The population in length-of-stay outliers versus DRG peers is adjacent only to a unit that is an outlier after risk adjustment; Pause the pathway is the honest Healthcare call. 3. A children's hospital rewriting a sepsis protocol already contained a unit that is an outlier after risk adjustment before length-of-stay outliers versus DRG peers arrived; no new Alerts and Bundles path. 4. Provenance on length-of-stay outliers versus DRG peers after a unit that is an outlier after risk adjustment is broken; do not pick Proceed under protocol or Pause the pathway yet.

ANALYSIS REQUIRED 1. Trace access logs and outputs to the rule risk-model validation lead must apply. 2. Assess patient-safety and HIPAA / minimum-necessary implications of to stop a model. 3. Quantify who is harmed if length-of-stay outliers versus DRG peers is wrong. 4. For this Healthcare Alerts and Bundles file, read length-of-stay outliers versus DRG peers against a unit that is an outlier after risk adjustment and write the one fact that would move to stop a model for risk-model validation lead.

RECOMMENDATION Choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold on this Healthcare / Alerts and Bundles packet (length-of-stay outliers versus DRG peers after a unit that is an outlier after risk adjustment). Lead with the Healthcare option length-of-stay outliers versus DRG peers can support after a unit that is an outlier after risk adjustment, then the two facts that force it, then the Monday action for risk-model validation lead in a children's hospital rewriting a sepsis protocol.

COMMAND RETURNS - Bottom-line Healthcare option on to stop a model, then the evidence in length-of-stay outliers versus DRG peers, then the action for risk-model validation lead - Hypothesis scorecard against length-of-stay outliers versus DRG peers: supported / rejected / untestable - Missing page in length-of-stay outliers versus DRG peers after a unit that is an outlier after risk adjustment, if any - Regulatory or exam hook Alerts and Bundles would cite