Assess whether a risk model is calibrated for this population (0261bc)

Situation

A unit that is an outlier after risk adjustment put AI-suggested diagnosis codes versus clinician attestation in front of pediatric protocol committee chair in a unit with a new early-warning model. This Healthcare / Pediatric Protocols close is a risk model is calibrated from AI-suggested diagnosis codes versus clinician attestation, and the live options are Proceed under protocol, Pause the pathway, Escalate safety review.

Decision

Pediatric protocol committee chair in a unit with a new early-warning model must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using AI-suggested diagnosis codes versus clinician attestation after a unit that is an outlier after risk adjustment.

Hypotheses to test

• Authorize Proceed under protocol now; AI-suggested diagnosis codes versus clinician attestation already has the discriminator after a unit that is an outlier after risk adjustment.
• Keep Pause the pathway in force until AI-suggested diagnosis codes versus clinician attestation is completed after a unit that is an outlier after risk adjustment for pediatric protocol committee chair.
• Treat AI-suggested diagnosis codes versus clinician attestation as Escalate safety review because both readings appear after a unit that is an outlier after risk adjustment.
• Refuse a Healthcare close: pediatric protocol committee chair does not have the page a risk model is calibrated turns on in AI-suggested diagnosis codes versus clinician attestation.

Analysis required

• Separate a documented exception from an OCR-relevant gap in a unit with a new early-warning model.
• Validate clinical-outcome evidence and protocol steps in AI-suggested diagnosis codes versus clinician attestation after a unit that is an outlier after risk adjustment.
• Trace access logs and outputs to the rule pediatric protocol committee chair must apply.
• For this Healthcare Pediatric Protocols file, read AI-suggested diagnosis codes versus clinician attestation against a unit that is an outlier after risk adjustment and write the one fact that would move a risk model is calibrated for pediatric protocol committee chair.

Recommendation

Choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold on this Healthcare / Pediatric Protocols packet (AI-suggested diagnosis codes versus clinician attestation after a unit that is an outlier after risk adjustment). The follow-on Pediatric Protocols action is what pediatric protocol committee chair does next: implement the option, assign an owner, and log the missing fact.