ArticleBioinformatics advances2026
The 15th ISCB Student Wikipedia Competition: past, present and future perspectives.
Article in Bioinformatics advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Quantifying domain-specific relevance of computational biology Wikipedia articles using TF-IDF and cosine similarity.Bioinformatics (Oxford, England) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The International Society for Computational Biology (ISCB) Student Wikipedia Competition, now in its 15th edition, has become a cornerstone initiative for promoting open educational resources in computational biology. Launched in 2012, the competition has engaged hundreds of students and postdoctoral researchers worldwide in editing and improving Wikipedia articles, guided by the society's bioinformatics core competencies. This paper traces the competition's evolution from its early focus on English-only entries to the inclusion of non-English tracks and collaborative group contributions. It also examines the present format of the competition, effort related to integration of Wikipedia editing into educational curricula, and the persistent challenge of sustaining long-term volunteer engagement. Looking ahead, the article explores the potential influence of artificial intelligence and large language models on scientific content creation, alongside the importance of diversity and regional outreach in addressing global knowledge gaps. Taken together, these perspectives underscore the competition's educational value, its contribution to open science, and its enduring role in shaping the next generation of computational biologists.
Identifiers
What OpenQuestion holds
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.