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Clinical Agents Don't Care
2025-10-19
health informatics
Title + abstract only
View on medRxiv
Show abstract
BackgroundLarge language models (LLMs) now power clinical agents that can plan, call tools, and write into electronic health records (EHRs). They are becoming actors, not assistants. Given known LLM faults, quality assurance is essential before clinical use. A key question is whether agents notice patient-identity errors or act indifferent. MethodsWe created a record environment using publicly available MIMIC-IV real-world emergency department data. Agents were instructed to copy ICD-10 codes f...
Predicted journal destinations
1
Journal of the American Medical Informatics Association
53 training papers
2
npj Digital Medicine
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3
PLOS Digital Health
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JAMIA Open
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Journal of Biomedical Informatics
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6
Journal of Medical Internet Research
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7
BMC Medical Informatics and Decision Making
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8
Scientific Reports
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9
International Journal of Medical Informatics
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10
JMIR Medical Informatics
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11
PLOS ONE
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12
BMC Medical Research Methodology
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13
JMIR Formative Research
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14
Frontiers in Digital Health
18 training papers
15
Patterns
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16
Nature Communications
483 training papers
17
Computers in Biology and Medicine
39 training papers
18
BMJ Open
553 training papers