Assess whether an AI documentation tool is introducing upcoding risk (c9b653)

SITUATION Mortality-and-morbidity reviewer in a rural hospital with long transfer times has one working extract — length-of-stay outliers versus DRG peers — after a transfer that missed a stroke window. If length-of-stay outliers versus DRG peers cannot support an AI documentation tool, the only defensible Healthcare output is hold.

DECISION Mortality-and-morbidity reviewer in a rural hospital with long transfer times must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using length-of-stay outliers versus DRG peers after a transfer that missed a stroke window.

HYPOTHESES TO TEST 1. Authorize Proceed under protocol now; length-of-stay outliers versus DRG peers already has the discriminator after a transfer that missed a stroke window. 2. Keep Pause the pathway in force until length-of-stay outliers versus DRG peers is completed after a transfer that missed a stroke window for mortality-and-morbidity reviewer. 3. Treat length-of-stay outliers versus DRG peers as Escalate safety review because both readings appear after a transfer that missed a stroke window. 4. Refuse a Healthcare close: mortality-and-morbidity reviewer does not have the decision an AI documentation tool turns on in length-of-stay outliers versus DRG peers.

ANALYSIS REQUIRED 1. Separate a documented exception from an OCR-relevant gap in a rural hospital with long transfer times. 2. Validate clinical-outcome evidence and protocol steps in length-of-stay outliers versus DRG peers after a transfer that missed a stroke window. 3. Trace access logs and outputs to the rule mortality-and-morbidity reviewer must apply. 4. For this Healthcare Outcomes Review file, read length-of-stay outliers versus DRG peers against a transfer that missed a stroke window and write the one fact that would move an AI documentation tool for mortality-and-morbidity reviewer.

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 transfer that missed a stroke window). The follow-on Outcomes Review action is what mortality-and-morbidity reviewer does next: implement the option, assign an owner, and log the missing fact.

COMMAND RETURNS - Bottom-line Healthcare option on an AI documentation tool, then the evidence in length-of-stay outliers versus DRG peers, then the action for mortality-and-morbidity reviewer - Hypothesis scorecard against length-of-stay outliers versus DRG peers: supported / rejected / untestable - Owner and next date for mortality-and-morbidity reviewer in a rural hospital with long transfer times - What changes an AI documentation tool if a transfer that missed a stroke window is later withdrawn