Minimum Evidence before Maternal Decision Automation

Abstract

Minimum Evidence before Maternal Decision Automation addresses a narrow but consequential interpretive problem: an automated summary silently becoming a treatment decision. A bounded review of the literature is used to formulate, rather than claim to complete, an evaluation. The primary literature contributes a bounded result: the bibliographic record establishes a short correspondence item; inaccessible full-text details are not reconstructed or treated as clinical recommendations. Autonomy should be granted by task and evidence conditions, not as a global property of a model. Reversible document preparation and consequential clinical decisions carry different burdens. Define permitted operations, required review, and stop conditions. Test boundary cases with incomplete information and conflicting sources before evaluating speed. The proposed comparison concerns review triggers, incomplete records, accountable professionals; it would test whether the specific failure scenario is detected without erasing legitimate uncertainty. An integrated account should preserve the distinction between clinical correspondence and changing patient records and any stronger downstream decision.