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By allowing the public to experience the cognitive and emotional perspectives of transgender youth, authentic, personal narratives lend themselves to antistigma interventions [18]. Narratives can provide a nonthreatening context to establish vicarious social contact with others who might previously have been met with anxiety or mistrust.
JMIR Form Res 2025;9:e59605
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This is particularly the case for information only accessible within unstructured data, such as clinical narratives, due to the intrinsic nature of human language. The same information can be expressed in many different ways, making the task of algorithmic extraction and standardization for computational semantic interpretation very challenging. Concurrently, however, as much as 80% of clinically relevant information has been found to only be accessible in unstructured form [1].
JMIR Med Inform 2024;12:e49997
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The “Magical Theory” of AI in Medicine: Thematic Narrative Analysis
Having said that, narratives on AI taking control of human lives and societies are vastly popular [14]. What is usually incorrectly implied behind these narratives is that AI shares the human desire for greediness and its survival instincts, thus attributing these qualities to anthropomorphized machines [10,15].
Summary of general artificial intelligence (AI) narratives identified in the literature and pertinent to this analysis.
JMIR AI 2024;3:e49795
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Accordingly, we consider the characteristics of youth with mental illness, and propose that writing fictional, imaginative narratives may appropriately allow for the generation of content that facilitates the detection of psychological distress.
Prior research on narrative writing and psychopathology detection has focused on autobiographical narratives stemming from self-disclosure.
JMIR Form Res 2021;5(8):e29500
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Finally, to vary the cognitive demands of participants, the chosen narratives were different in length. Text narratives ranged from half a page to 3 pages, video narratives ranged from 1 to 5 minutes, and audio narratives ranged from 2 to 3 minutes. On the basis of a pilot study protocol, it was estimated that, on average, participants would take no longer than 10 minutes to read, watch, or listen to a narrative.
JMIR Form Res 2021;5(5):e24417
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Narratives have been noted to improve the communication of health information by holding people’s attention and “transporting” their mental state [14,15]. Importantly, narratives have been shown to help clarify the values and trade-offs associated with risk in a more palatable manner than purely probabilistic facts alone [16] and can be a risk communication tool that helps patients consider their own health behaviors.
JMIR Res Protoc 2020;9(9):e19496
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