The HYM Ecosystem

AIPRA — systematic review software

AIPRA (Artificial Intelligence Powered Research Automation) is our flagship platform. It guides teams through a systematic review workflow — question framing, search, screening, extraction, synthesis planning, and manuscript drafting — with AI assistance and human oversight at each step.

A comparative evaluation of the AIPRA workflow versus a human-led pipeline is available as a preprint: Read the study on medRxiv.

High Yield Medical Reviews (HYMR)

High Yield Medical Reviews (HYMR) is our peer-reviewed, open-access journal (ISSN 2960-1630). We publish high-yield reviews and related research for clinicians, policymakers, and medical researchers. HYMR is published in collaboration with the Jordan Medical Association (JMA).

Tools and guides

On highyieldmed.org, we publish practical methodology guides and free research tools (idea evaluation, search, analysis helpers, manuscript aids, and more) that feed into AIPRA and HYMR.

Editorial policies

High Yield Medical Reviews aims to supply the medical community with high quality reviews on needed topics, along with research articles related to medical publishing. In addition, we support prospective authors in this journey by by providing assistance throughout the process from protocol submission to final manuscript submission. We aim to ensure that each review published in the journal is performed on an important topic with highly reproducible, leading to high yield reviews for medical readers.

Journal’s editorial board suggest emerging topics that the medical community will benefit if new high quality reviews developed. It will also develop general methodological qualities and guidance that prospective authors can follow to optimize their reviews. Such process ensure that the review done on a needed topic with high methodology standards. I addition, we accept submissions directly to our journals.

All journal's submissions are reviewed by the editor in chief to screen its quality and content. After that, it is handled by the editor in chief or one of the editorial board members to send for external peer reviewers. The final decision to accept or reject submissions is made by the editor in chief.

Authors retain copyright of their work. All articles published in High Yield Medical Reviews (HYMR) are licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). This license allows others to copy, distribute, adapt, and build upon the work for any purpose, including commercial, provided that appropriate credit is given to the original authors and HYMR as the publisher.
License URL: https://creativecommons.org/licenses/by/4.0/

By submitting a manuscript, the corresponding author grants HYMR a non-exclusive license to publish, distribute, and archive the article in all languages and media. No transfer of copyright to the journal is required.

Author Responsibilities

Authors confirm that:

  • The manuscript is original and has not been published elsewhere.
  • The work does not infringe any copyright, trademark, or other third-party rights.
  • The manuscript contains no unlawful, defamatory, or privacy-violating material.
  • All factual statements are accurate and based on appropriate evidence.
  • Any procedures or treatments described are presented responsibly.

Third-Party Material

If the article includes material owned by others (figures, tables, images), authors must obtain permission from the copyright holder before submission.

Identifiable Individuals or Sensitive Content

Authors must obtain consent and notify the Editorial Office if the manuscript includes images, videos, or data in which individuals can be identified.

Financial policies

To enable long-term economic and operational sustainability of the teaching mission through its journal and teaching platforms, High Yield Medicine provide the financial support through investments and donations. We will not charge editors or authors for producing the medical knowledge and we will strive to support their roles.

Author Self-Archiving Policy

High Yield Medical Reviews (HYMR) allows authors to deposit copies of their published articles in institutional or subject-specific repositories of their choice. Authors may archive the accepted manuscript (post-peer review, pre-typesetting) or the published version, provided the original publication is properly cited.

Editorial management

The management of High Yield Medical Reviews is a collaborative process between the Editor-in-Chief, Managing editor, Editorial Board, and editorial staff.

The Editor-in-Chief (EiC) is responsible for all final decision-making related to the journal topics and content, editing, website content, advertising, and relationship building, as well as the future direction of the journal. The EiC position is voluntary and unpaid.

The journal operates under the guidance of an Editorial Board, providing expert advice on content, attracting new authors, and encouraging submissions.

The Editorial Board, or (Editorial) Advisory Board, is a team of experts in the journal's field. Editorial Board members: Review submitted manuscripts; Advise on journal policy and scope; Identify topics for special issues, which they may guest edit; Promote the journal to their colleagues and peers; Assist the EiC in decision-making over issues such as plagiarism claims and submissions where reviewers can’t agree on a decision.

The duties of the Managing Editor include assisting and reporting to the Editor in Chief in supervision of the editorial team: assigning articles, overseeing publication schedules.

Editorial Board members are selected by the journal’s editor-in-chief.

Contact

Questions about the ecosystem, AIPRA institutional access, or partnerships: contact@highyieldmed.org