Peer-reviewed article · Yenepoya University · 2026Yenepoya University logo
Peer-reviewed article

Yenepoya Centre for Ethics ran AI content analysis of 30 AI-drafted consent documents

A 2026 study from the Centre for Ethics at Yenepoya (Deemed to be University) in Mangalore, India, published in Perspectives in Clinical Research (Wolters Kluwer, Medknow), used Evidano to analyze AI-drafted informed consent documents for omissions and risky phrasing.

The study used Evidano, then published as AILYZE.

5
generative AI tools compared
30
consent documents analyzed (60 information sheets and consent forms)
6
research scenarios, from a health questionnaire to a Phase I cancer trial
3
assessors scoring with a validated rubric, 2 of them blinded

What the study did

Researchers compared how five generative AI tools (ChatGPT, Gemini, Copilot, Meta AI, and Perplexity) draft informed consent documents across six mock research scenarios, each document comprising a participant information sheet and a consent form. Three internal assessors, two of them blinded, scored every document against a rubric validated by three ethicists and aligned with ICMR, Declaration of Helsinki, and ICH-GCP standards.

To analyze the text itself, Evidano was used for content analysis. It surfaced recurring omissions and risky phrasing across all five tools, including placeholder IRB contacts, missing compensation clauses, and blanket confidentiality assurances, which the authors tabulated with representative excerpts.

Published open access in Perspectives in Clinical Research, Vol. 17(2), 2026, the official journal of the Indian Society for Clinical Research, with AI tool use disclosed in the methods and institutional ethics committee clearance on record.

How Evidano fit the workflow

  1. 1
    Collect the documents

    30 AI-drafted consent documents across six research scenarios.

  2. 2
    Run content analysis in Evidano

    Evidano analyzed the documents for omissions, risky phrasing, and language patterns.

  3. 3
    Surface the findings

    Recurring omissions and risky phrasing were identified, with representative document excerpts.

  4. 4
    Human review and reporting

    Three trained assessors scored the documents; results were reported in the published study.

“content analysis was performed using the AILYZE tool to identify omissions, risky phrasing, and tool-specific language patterns”
— From the publication, Methodology (AILYZE is now Evidano)
“Content analysis from the AILYSE tool revealed recurring omissions and risky phrasing across all tools”
— From the publication, Discussion (spelling as printed; AILYZE is now Evidano)
Transparent use

AI tool use was disclosed in the methods and cited as a reference in the paper.

Researcher oversight

Evidano supported the analysis; trained human assessors scored every document.

Works on documents, not just interviews

Content analysis of drafted documents, policies, and reports uses the same workflow as interview data.

About Evidano (previously AILYZE)

Evidano is AI-assisted qualitative data analysis software for interviews, focus groups, open-ended survey responses, and documents. It supports AI-assisted thematic analysis with your own or an AI-suggested codebook, transcription and translation in 100+ languages, clickable quotes and citations, and exportable visual reports. End-to-end encryption, no third-party data sharing, and your data is not used to train AI. From USD 50/month for unlimited analysis.

Run the first pass in days, not weeks

Keep the judgment with you. Let Evidano do the heavy lifting on your interviews, focus groups, open-ended responses, and documents.