Assess whether to escalate a case to peer review after a model vendor

SITUATION Length-of-stay outliers versus DRG peers arrived with a model vendor claiming AUC that the local validation cannot reproduce for sepsis-alert program lead. That is a Healthcare Outcomes Review decision on to escalate a case to peer review in an academic medical center reviewing a mortality series.

DECISION Sepsis-alert program lead in an academic medical center reviewing a mortality series must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using length-of-stay outliers versus DRG peers after a model vendor claiming AUC that the local validation cannot reproduce.

HYPOTHESES TO TEST 1. Sepsis-alert program lead can defend Proceed under protocol from length-of-stay outliers versus DRG peers after a model vendor claiming AUC that the local validation cannot reproduce in a Healthcare challenge. 2. Sepsis-alert program lead cannot defend Proceed under protocol from length-of-stay outliers versus DRG peers; Pause the pathway is what the extract actually supports after a model vendor claiming AUC that the local validation cannot reproduce. 3. A model vendor claiming AUC that the local validation cannot reproduce never reached the population in length-of-stay outliers versus DRG peers — reopen intake, do not close to escalate a case to peer review. 4. Two facts in length-of-stay outliers versus DRG peers after a model vendor claiming AUC that the local validation cannot reproduce conflict for sepsis-alert program lead; hold this Outcomes Review file.

ANALYSIS REQUIRED 1. Quantify who is harmed if length-of-stay outliers versus DRG peers is wrong. 2. Separate a documented exception from an OCR-relevant gap in an academic medical center reviewing a mortality series. 3. Validate clinical-outcome evidence and protocol steps in length-of-stay outliers versus DRG peers after a model vendor claiming AUC that the local validation cannot reproduce. 4. For this Healthcare Outcomes Review file, read length-of-stay outliers versus DRG peers against a model vendor claiming AUC that the local validation cannot reproduce and write the one fact that would move to escalate a case to peer review for sepsis-alert program lead.

RECOMMENDATION Choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold on this Healthcare / Outcomes Review packet (length-of-stay outliers versus DRG peers after a model vendor claiming AUC that the local validation cannot reproduce). Lead with the Healthcare option length-of-stay outliers versus DRG peers can support after a model vendor claiming AUC that the local validation cannot reproduce, then the two facts that force it, then the Monday action for sepsis-alert program lead in an academic medical center reviewing a mortality series.