ArticleSexual medicine2025
AI-assisted transcription of YouTube videos on penile enlargement: analysis of their text quality and readability.
Article in Sexual medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- The current status and future directions of short video dissemination on urolithiasis via the TikTok platform: a cross-sectional study.Scientific reports · 2026Article
- An assessment of the quality and readability level of online content on urinary tract infection treatment in Spanish and English.Translational andrology and urology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Patients dealing with sensitive issues like penile enlargement (PE) might benefit from YouTube videos. Therefore, it is essential that the textual content of these videos is clear, trustworthy, and of high quality. Aim: Are the AI-assisted acquired texts' qualities and comprehensibilities of YouTube videos about PE enough and suitable for the patients? Methods: On October 25, 2024, Google Trends analysis identified the 25 most searched phrases for "Penile enlargement." Non-related terms were excluded, and the relevant keywords were searched on YouTube. Only content about PE included; excluding duplicates, non-English videos, YouTube shorts, those under 30 seconds, silent, and music-only videos. Videos were transcribed using Whisper AI, and their quality was assessed by M.F.Ş, E.C.T., and Ç.D. using the GQS (global quality scale) and DISCERN, the readability was evaluated via Flesch-Kincaid (FKGL and FKRE) measures. High assessor agreement was noted (Pearson r = 0.912). Videos were categorized by uploader, and metrics such as views, likes, comments, and duration were recorded. The Chi-square test was used for categorical variable comparisons; the Kruskal-Wallis H-Test was applied when normality and homoscedasticity were not met, with Bonferroni post hoc correction for multiple comparisons. Outcomes: The mean DISCERN and GQS scores were 51.23 ± 13.1 and 3.32 ± 0.9, respectively. FKRE and FKGL scores were 73.12 ± 11.7 and 5.85 ± 2.1. Physicians (n = 67) produced the most videos, while academic institutions (n = 2) produced the least. No significant differences in text quality were found between groups ( Results: The video exhibited a high level of readability (indicating comprehensibility for almost a 6th-grade student). Text quality, view and like count of the videos uploaded by academic institutions was the highest. Clinical Implications: In PE, YouTube video's health information needs to be better quality and more trustworthy, according to our research. The language used in videos should be easier to understand. Strengths and Limitations: This study is the first scientific analysis of YouTube video transcripts on PE using AI, focusing specifically on English content, which limits its applicability to non-English speakers and other platforms. Exclusions of silent and shorter videos may result in the omission of valuable information. Conclusion: The need for better quality and trustworthiness in health-related YouTube information, especially for PE is essential. Content makers should stress clear, accessible language and minimize disinformation.
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Registered trials
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