ArticleBriefings in bioinformatics2026
Discussions on the generalization of HybridSP on more equivalent benchmarks.
Article in Briefings in bioinformatics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
0 citing papers in PubMed.
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Authors and funding
7 authors.
Funding
Abstract
We thank the reviewers for their thoughtful comments and we have carefully addressed the concerns raised. In our response, we clarify key methodological aspects and provide additional analyses to improve the transparency and rigor of our work. Importantly, we further evaluate the model on more diverse and fair benchmarks beyond the original setting, demonstrating its robustness and generalization ability. These additions strengthen the overall conclusions and provide a more comprehensive assessment of HybridSP.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.