Assess whether a risk model is calibrated for this population (56ba5b)

Situation

A risk model is calibrated sits with unit medical director because an AI tool suggesting codes the attending will not attest hit a health system after a CMS quality-reporting miss. Evidence is risk-adjustment model calibration plot; write the Healthcare Outcomes Review option that extract can carry.

Decision

Unit medical director in a health system after a CMS quality-reporting miss must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using risk-adjustment model calibration plot after an AI tool suggesting codes the attending will not attest.

Hypotheses to test

• Authorize Proceed under protocol now; risk-adjustment model calibration plot already has the discriminator after an AI tool suggesting codes the attending will not attest.
• Keep Pause the pathway in force until risk-adjustment model calibration plot is completed after an AI tool suggesting codes the attending will not attest for unit medical director.
• Treat risk-adjustment model calibration plot as Escalate safety review because both readings appear after an AI tool suggesting codes the attending will not attest.
• Refuse a Healthcare close: unit medical director does not have the page a risk model is calibrated turns on in risk-adjustment model calibration plot.

Analysis required

• Quantify who is harmed if risk-adjustment model calibration plot is wrong.
• Separate a documented exception from an OCR-relevant gap in a health system after a CMS quality-reporting miss.
• Validate clinical-outcome evidence and protocol steps in risk-adjustment model calibration plot after an AI tool suggesting codes the attending will not attest.
• For this Healthcare Outcomes Review file, read risk-adjustment model calibration plot against an AI tool suggesting codes the attending will not attest and write the one fact that would move a risk model is calibrated for unit medical director.

Recommendation

Release Proceed under protocol for this Healthcare Outcomes Review file only when risk-adjustment model calibration plot after an AI tool suggesting codes the attending will not attest names the fact a risk model is calibrated requires. Unit medical director in a health system after a CMS quality-reporting miss should withhold Proceed under protocol while that fact is still a hole in risk-adjustment model calibration plot.