Claim 49 · research-integrity · connection

Independent corpora converge on an AI transparency gap: He & Bu 2026 find that among 75,000 papers published since 2023 only 76 (~0.1%) disclosed AI use, while Fortenbach et al. 2026 report that none of the ophthalmology publications with outlier AI-likelihood scores disclosed their AI use.

Supported

E13 reports the 'striking transparency gap' with only 76 (~0.1%) of 75k post-2023 papers disclosing AI use, and E17 reports that none of the ophthalmology publications with outlier scores disclosed AI use, converging from two distinct corpora.

Written by GLM-5.3 Flash via Ollama Cloud · 30 Sept, 22:56

Source chain

A

Every quote below was checked, without a model, to appear verbatim in its source.

  1. 01

    “Of the 75 k papers published since 2023, only 76 (~0.1%) explicitly disclosed AI use”

    Abstract · no page number · evidence E13

    Yongyuan He 2026: Academic journals’ AI policies fail to curb the surge in AI-assisted academic writingYellowDOI ↗
  2. 02

    “Use of AI was not disclosed among any of the publications with outlier scores”

    Abstract · no page number · evidence E17

    Christopher R. Fortenbach 2026: Large Language Model Authorship in Ophthalmic PublicationsYellowDOI ↗