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First name

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Age

Gender Male Female Other

Academic status Medical student (no specialty yet) Resident / Intern Medical doctor Other

Specialty Nephrology Other specialty

Is your nephrology practice sub-specialized?

How many years of experience do you have in nephrology? (including internship)

City

To what extent do you use artificial intelligence tools in your professional activity?

Types of artificial intelligence tools used in your clinical practice (multiple answers possible) Expert systems or automated scores Differential diagnosis aid (Isabel®, DXplain®) Algorithm-based predictive models Kidney failure risk estimation (Kidney Failure Risk Equation), post-transplant rejection prediction Medical imaging analysis tools Cyst or mass detection on ultrasound/CT scan, glomerular lesion recognition on biopsy Biological signal analysis tools Alert detection in dialysis (hypotension, vascular access), automated ECG interpretation Alert or triage systems integrated into EMR Alert for acute kidney injury, suspected glomerulonephritis or post-transplant complication Generative AI tool (e.g. ChatGPT) To discuss a diagnosis, summarize a case, formulate hypotheses AI tool for research Literature search, systematic review, meta-analysis None

What is your confidence level in the responses of these AI tools for diagnostic assistance in nephrology clinical practice?

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