Medicine Beyond Machines: Viewpoint on the Art of Thinking in the Age of AI

The widespread adoption of large language models is increasingly shaping clinical decision-making by altering how physicians engage with data and reasoning. While these tools enhance diagnostic capacity, streamline workflows, and support learning, their misuse may diminish critical, contextual, and humanized thinking, reducing physicians to passive validators of algorithmic outputs. This paper explores the evolution of medical cognition and proposes strategies for integrating artificial intelligence in ways that preserve cognitive autonomy, such as structuring information, reducing bias, and strengthening metacognition. We argue that artificial intelligence should serve as a "cognitive stethoscope," a tool that refines reasoning without compromising its essence.

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Publication Details

Journal
JMIR Formative Research
Published
2025-08-29
DOI
https://doi.org/10.2196/76669
Citations
1
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.65
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article

Medicine Beyond Machines: Viewpoint on the Art of Thinking in the Age of AI

Bruno B. Andrade, Isabella B. B. Ferreira, Luís Cláudio Lemos Correia, Rodrigo Caldas Menezes
1 citations
JMIR Formative Research
Artificial Intelligence in Healthcare and Education
0.65
article

Medicine Beyond Machines: Viewpoint on the Art of Thinking in the Age of AI

Bruno B. Andrade, Isabella B. B. Ferreira, Luís Cláudio Lemos Correia, Rodrigo Caldas Menezes
article en
1 citations

Abstract

The widespread adoption of large language models is increasingly shaping clinical decision-making by altering how physicians engage with data and reasoning. While these tools enhance diagnostic capacity, streamline workflows, and support learning, their misuse may diminish critical, contextual, and humanized thinking, reducing physicians to passive validators of algorithmic outputs. This paper explores the evolution of medical cognition and proposes strategies for integrating artificial intelligence in ways that preserve cognitive autonomy, such as structuring information, reducing bias, and strengthening metacognition. We argue that artificial intelligence should serve as a "cognitive stethoscope," a tool that refines reasoning without compromising its essence.

JMIR Formative ResearchVol. 9
Escola Bahiana de Medicina e Saúde Pública (BR), Fundação Oswaldo Cruz (BR)
Openalex Percentile: Top 22%
Artificial Intelligence in Healthcare and Education
0.65
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