Governance

What is doctor-reviewed AI documentation?

Doctor-reviewed AI documentation is an AI-prepared clinical draft that an authorized doctor meaningfully reviews, changes where needed, and approves under the institution's workflow before final release.

Put the evidence in context

Review the intended task, source information, human checkpoints and observed results together. A benchmark or sandbox result has a defined scope; it does not establish suitability, approval or performance for every institution.

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The term describes a workflow, not a universal legal label. AI may prepare a consultation note, Medical Check-Up (MCU) report, follow-up draft, or proposed ICD (International Classification of Diseases) codes. The institution then assigns an authorized doctor to review the clinically consequential content, make any required changes, and approve or reject it before release. If another qualified clinician performs the review, “clinician-reviewed” may be the more accurate description.

Useful review evidence can include the draft, material edits, reviewer identity, decision, and timestamp. What must be recorded, how its integrity is protected, and how long it is retained depend on applicable law, institution policy, risk, system design, and contract. Doctor review does not remove the institution's, vendor's, or subprocessors' separate responsibilities. A proposed Micromeet deployment should therefore confirm its approval rules and audit evidence rather than assume one standard applies everywhere.

Related questions

What exactly does the audit trail store?+
Useful evidence can include the AI-prepared draft, material edits, reviewer identity, approval or rejection, and timestamp. The required events, integrity controls, access, export, and retention should be defined for the institution's actual deployment.
Is doctor review required by regulation, or just best practice?+
There is no single rule for every market and workflow. Applicable law, professional duties, institution policy, document type, and risk determine who must review and how approval is recorded. Qualified local counsel should confirm legal requirements.