Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

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6 Aug 2024

Recent studies indicate that Generative Pre-trained Transformer 4 with Vision (GPT-4V) outperforms human physicians in medical challenge tasks. However, these evaluations primarily focused on the accuracy of multi-choice questions alone. Read more

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Academic LiteratureDrugs, devices and diagnostics
exploratory research in clinical and social pharmacy cover
Lived experience of affordability as a barrier to prescription medicines: A longitudinal qualitative study

Lived experience of affordability as a barrier to prescription medicines: A longitudinal qualitative study

Exploring lived experience provides insights into the multiple ways that lack of affordability prevents access to medicines: directly, through interaction with other barriers to access including transport, by damaging trust and reducing acceptability of services, and by making participants less able to deal with mistakes made by health professionals.

Key issues

HEALTH SERVICES AND SYSTEMS

Covering developments in the provision, funding and organisation of health care services.

EQUITY

Exploring the impacts of the health system on minorities within the population, notably including Māori, Pacifica, Asians and LGBTQI.

DRUGS, DEVICE AND DIAGNOSTICS

Covering prescription medicines and medical devices.

PUBLIC HEALTH

Focusing on efforts to promote health and prevent disease through social and economic interventions.

DIGITAL HEALTH

Exploring the potential digital transformation to provide a more connected and accessible health system.

TE TIRITI

Monitoring how the health reforms and the performance of the health sector uphold Te Tiriti obligations.