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The origin of the peer-review process dates back to the eighteenth century when medical societies in Great Britain created committees to review articles submitted to their specialty journals [1]. By the latter half of the twentieth century the peer-review process became an institutionalized component of the scholarly process. Since that time new medical knowledge has increased exponentially, and there has been an ever-increasing volume of both traditional print and on-line journals. The peer-review process is critical to the validity of scientific publishing as evidenced by the explosion of various predatory publishers of on-line journals with limited and questionable peer review [2]. Several factors have combined to create increasing challenges for the peer-review process. The pool of qualified reviewers, frequently individuals who are academically based, face an increasing number of peer-review requests due to the increasing number of both journals and submissions in their area(s) of expertise. Meanwhile, these same individuals facing increasing demands of their primary job, beitclinicaldemandsandfinancialconstraints,ortheirbasic scienceresearchprogram.Someexpertspointoutthatifthey weretoacceptallpeer-reviewrequests,theywouldbeableto donothingelsebutpeer-reviewmanuscripts,leavingnotime to complete their own research and manuscripts. The peerreview process is a volunteer activity, and while it is considered in the academic promotion process, it lacks significant academic credit in relation to the time commitment required. Some journals have begun offering continuing
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Stored only when both papers are in the corpus — 9 citations exist upstream.
Papers that cite the same references — the relational fallback while embeddings are still backfilling.
Imported from OpenAlex (CC0) — nothing here is generated.