Assess whether a readmissions program is targeting the right cohort (2a626a)

Situation

In a children's hospital rewriting a sepsis protocol, AI-suggested diagnosis codes versus clinician attestation is the evidence after a model vendor claiming AUC that the local validation cannot reproduce. Mortality-and-morbidity reviewer has to pick Proceed under protocol or Pause the pathway for this Healthcare Models and Documentation close using AI-suggested diagnosis codes versus clinician attestation.

Decision

Mortality-and-morbidity reviewer in a children's hospital rewriting a sepsis protocol must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using AI-suggested diagnosis codes versus clinician attestation after a model vendor claiming AUC that the local validation cannot reproduce.

Hypotheses to test

• Authorize Proceed under protocol now; AI-suggested diagnosis codes versus clinician attestation already has the discriminator after a model vendor claiming AUC that the local validation cannot reproduce.
• Keep Pause the pathway in force until AI-suggested diagnosis codes versus clinician attestation is completed after a model vendor claiming AUC that the local validation cannot reproduce for mortality-and-morbidity reviewer.
• Treat AI-suggested diagnosis codes versus clinician attestation as Escalate safety review because both readings appear after a model vendor claiming AUC that the local validation cannot reproduce.
• Refuse a Healthcare close: mortality-and-morbidity reviewer does not have the page a readmissions program is turns on in AI-suggested diagnosis codes versus clinician attestation.

Analysis required

• Quantify who is harmed if AI-suggested diagnosis codes versus clinician attestation is wrong.
• Separate a documented exception from an OCR-relevant gap in a children's hospital rewriting a sepsis protocol.
• Validate clinical-outcome evidence and protocol steps in AI-suggested diagnosis codes versus clinician attestation after a model vendor claiming AUC that the local validation cannot reproduce.
• For this Healthcare Models and Documentation file, read AI-suggested diagnosis codes versus clinician attestation against a model vendor claiming AUC that the local validation cannot reproduce and write the one fact that would move a readmissions program is for mortality-and-morbidity reviewer.

Recommendation