Assess whether a risk model is calibrated for this population (1a7c82)

Situation

Unit medical director in a hospital deploying an AI documentation assistant has one working extract — 30-day readmission cohort with social-risk flags — after a unit that is an outlier after risk adjustment. If 30-day readmission cohort with social-risk flags cannot support a risk model is calibrated, the honest Healthcare output is hold.

Decision

Unit medical director in a hospital deploying an AI documentation assistant must choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold using 30-day readmission cohort with social-risk flags after a unit that is an outlier after risk adjustment.

Hypotheses to test

• Authorize Proceed under protocol now; 30-day readmission cohort with social-risk flags already has the discriminator after a unit that is an outlier after risk adjustment.
• Keep Pause the pathway in force until 30-day readmission cohort with social-risk flags is completed after a unit that is an outlier after risk adjustment for unit medical director.
• Treat 30-day readmission cohort with social-risk flags as Escalate safety review because both readings appear after a unit that is an outlier after risk adjustment.
• Refuse a Healthcare close: unit medical director does not have the page a risk model is calibrated turns on in 30-day readmission cohort with social-risk flags.

Analysis required

• Separate a documented exception from an OCR-relevant gap in a hospital deploying an AI documentation assistant.
• Validate clinical-outcome evidence and protocol steps in 30-day readmission cohort with social-risk flags after a unit that is an outlier after risk adjustment.
• Trace access logs and outputs to the rule unit medical director must apply.
• For this Healthcare Pediatric Protocols file, read 30-day readmission cohort with social-risk flags against a unit that is an outlier after risk adjustment and write the one fact that would move a risk model is calibrated for unit medical director.

Recommendation

Choose Proceed under protocol / Pause the pathway / Escalate safety review / Hold on this Healthcare / Pediatric Protocols packet (30-day readmission cohort with social-risk flags after a unit that is an outlier after risk adjustment). If 30-day readmission cohort with social-risk flags cannot force a Healthcare label under Pediatric Protocols, stop. If 30-day readmission cohort with social-risk flags after a unit that is an outlier after risk adjustment cannot support Proceed under protocol versus Pause the pathway on this Healthcare Pediatric Protocols close, unit medical director must state the unresolved clinical or safety evidence requirement explicitly.