Sirago, Gianmarco https://orcid.org/0009-0005-7712-4305
Solarino, Biagio
Dell’Erba, Alessandro
Ferorelli, Davide
Article History
Received: 17 February 2026
Accepted: 20 May 2026
First Online: 3 June 2026
Declarations
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: Not applicable.
: Not applicable.
: Not applicable.
: The authors declare no competing interests.
: Not applicable.
: During the preparation of this manuscript, the authors used Grammarly to improve English grammar, spelling, and style. A large language model (ChatGPT) was used to assist in drafting the Python code used to produce the figures. All figures are original works produced by the authors and are not AI-generated images: Figures 2 and 3 are data heatmaps computed directly from the study-level audit matrix (Online Resource ); Fig. 1 is a PRISMA 2020 flow diagram; and Fig. 4 is an original schematic diagram of the FORCE-XR evidentiary lifecycle prepared by the authors. The authors verified all figure outputs against the underlying data, critically reviewed and edited all AI-assisted output, and assume full responsibility for the final version of the manuscript.