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

SITUATION Bundle-compliance exceptions by hour of day arrived with a model vendor claiming AUC that the local validation cannot reproduce for quality-improvement physician. That is a Healthcare Pediatric Protocols decision on to stop a model in a children's hospital rewriting a sepsis protocol.

DECISION Quality-improvement physician in a children's hospital rewriting a sepsis protocol must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using bundle-compliance exceptions by hour of day after a model vendor claiming AUC that the local validation cannot reproduce.

HYPOTHESES TO TEST 1. A model vendor claiming AUC that the local validation cannot reproduce is noise around an already-controlled Pediatric Protocols process in a children's hospital rewriting a sepsis protocol, given bundle-compliance exceptions by hour of day. 2. A model vendor claiming AUC that the local validation cannot reproduce is the event in bundle-compliance exceptions by hour of day that forces Proceed under protocol for quality-improvement physician under Healthcare. 3. Bundle-compliance exceptions by hour of day shows a one-file miss after a model vendor claiming AUC that the local validation cannot reproduce, not a Pediatric Protocols program failure. 4. Bundle-compliance exceptions by hour of day cannot decide to stop a model yet after a model vendor claiming AUC that the local validation cannot reproduce; hold is the only Healthcare close a children's hospital rewriting a sepsis protocol can defend.

ANALYSIS REQUIRED 1. Assess patient-safety and HIPAA / minimum-necessary implications of to stop a model. 2. Quantify who is harmed if bundle-compliance exceptions by hour of day is wrong. 3. Separate a documented exception from an OCR-relevant gap in a children's hospital rewriting a sepsis protocol. 4. For this Healthcare Pediatric Protocols file, read bundle-compliance exceptions by hour of day against a model vendor claiming AUC that the local validation cannot reproduce and write the one fact that would move to stop a model for quality-improvement physician.

RECOMMENDATION Choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold on this Healthcare / Pediatric Protocols packet (bundle-compliance exceptions by hour of day after a model vendor claiming AUC that the local validation cannot reproduce). If bundle-compliance exceptions by hour of day cannot force a Healthcare label under Pediatric Protocols, stop. If bundle-compliance exceptions by hour of day after a model vendor claiming AUC that the local validation cannot reproduce cannot support Proceed under protocol versus Pause the pathway on this Healthcare Pediatric Protocols close, quality-improvement physician must state the unresolved clinical or safety evidence requirement explicitly.