Supplementary Files for "Large language models underrepresent quality-of-life burden across sociodemographic contexts in atopic dermatitis counseling"

Published: 16 July 2026| Version 1 | DOI: 10.17632/vpycwzfyxk.1
Contributors:
, Niyazi Çetin

Description

Supplementary File 1: Standardized zero-shot "first-consultation" prompt template, the 18 verbatim scenario prompts (2 ages × 3 ethnic backgrounds × 3 socioeconomic settings), and all 90 verbatim large language model outputs. Supplementary File 2: Readability results (Flesch Reading Ease) and the complete statistical output (Friedman tests with Bonferroni adjustment) supporting the analyses. Supplementary File 3: Domain-level quality-of-life representation coding (✓/✗) for every model output, by scenario and model, across the pediatric (10-domain) and adult (12-domain) frameworks. Supplementary File 4: Independent scores from two blinded dermatologists for each model output across the five evaluation dimensions (clinical coverage/completeness, accuracy/safety, applicability/contextuality, respect/nonstigmatizing communication, empathy), reported as 5-point Likert scores and linear percentage conversions, by scenario and model.

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Categories

Dermatology, Atopic Dermatitis, Patient-Centered Care, Sociodemographics, Large Language Model

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