Evidence and limits
Finding: The screened preprint abstract describes prioritizing human screening with learned relevance.
Impact: Watch screening burden and human-owned relevance decisions under the recorded review topic (see source) and the recorded review topic (see source).
Boundary: Published identity checked; abstract screened from related preprint, not journal full text. Ranking a collected corpus does not discover new records or establish a safe stopping rule. Next: replay against a fully labeled, frozen corpus and measure misses as well as burden. Ingested screened candidate; no adoption
Flags: Simulation and stopping-rule transfer; journal full text inaccessible in this pass; R-313 is the same family
Record State: Candidate only: not accepted into the reviewed catalog
What was reviewed: Previously screened candidate; review remains limited