TRV-2026-1684Certified recordPeer-reviewed

Attitudes and perceptions toward artificial intelligence among practicing rheumatologists in Iraq: a cross-sectional web-based survey

Background Artificial intelligence is becoming a bigger part of healthcare, particularly in rheumatology, where clinicians must integrate complex clinical, laboratory, and imaging data. Physicians’ perceptions of AI may substantially influence the extent to which it is implemented responsibly in routine clinical practice. Objective This study aimed to assess the attitudes of practicing rheumatologists in Iraq toward artificial intelligence and to examine their association with demographic and professional charac…

Health · Problem Space — documented harm · certified 2026-10-17 · v1 · article view · machine-readable

Current reading — problem

More than half of surveyed Iraqi rheumatologists scored as having a poor attitude toward AI, even though most had already used it, which may hinder responsible clinical adoption.

What this doesn’t fix

The study is a cross-sectional, web-based survey with 162 responses, so it captures self-reported attitudes at one point in time and shows association rather than causation.

Evidence

Reader signal

How should this claim be treated?

Cite this record

Truvace Impact Record TRV-2026-1684, v1: “Attitudes and perceptions toward artificial intelligence among practicing rheumatologists in Iraq: a cross-sectional web-based survey.” Truvace, 2026-10-17. /record/TRV-2026-1684 (accessed at citation time). sha256 7e17e27946d565e2…

Calibration history

Every change to this record since certification, in the open. None yet — the reading has held since it entered the record.

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