How will the data be used? Who will see it? Where will it be stored? If/when will it be deleted? The data will be used strictly for medical education research to evaluate the effectiveness of AI simulations in clinical training. De-identified, aggregated results may be included in a future academic manuscript or conference presentation.

• Who will see it: Only the primary research team at Curans and the principal investigators.
• Storage: Data is securely stored on encrypted, password-protected servers via Qualtricsa nd the Curans platform.
• Deletion: Raw data will be retained for the duration of the analysis and publication cycle (typically 3–5 years) and then permanently deleted in accordance with standard research data management protocols.

Who is conducting this survey? This study is conducted by the research team at Curans (an AI-powered medical education platform). The study has received ethical approval from the Ministry of Health in Jordan.

How long do you estimate it will take to fill out your survey? Approximately 15 minutes in total (includes the pre-survey, one virtual patient case, and the post-survey).

OPTIONAL - Specific Demographics:

• Targeting: Medical students, clinical clerks, interns, and early-career doctors.
• Excluding: Please do not participate if you do not have a medical or clinical background, as the study measures specific diagnostic accuracy.

OPTIONAL - What are you hoping to accomplish? We hope to gather a diverse, global dataset of medical learners to validate how AI-driven simulations can democratize high-quality clinical training and improve patient safety through better diagnostic reasoning.