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Responsible Use of Large Language Models in Microbial Genomics and Bioinformatics: A Life-Science Framework for Reliability, Reproducibility, and Risk-Aware Interpretation.

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Title: Responsible Use of Large Language Models in Microbial Genomics and Bioinformatics: A Life-Science Framework for Reliability, Reproducibility, and Risk-Aware Interpretation.
Authors: Ang, Mia Yang1,2,3 (AUTHOR), Chen, Li2,3,4 (AUTHOR), Song, Lanni3,4 (AUTHOR), Lipovich, Leonard3,4,5 (AUTHOR), Choo, Siew Woh3,4,5,6 (AUTHOR)
Source: Life (2075-1729). Jun2026, Vol. 16 Issue 6, p1032. 23p.
Database: Academic Search Ultimate
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  Data: Responsible Use of Large Language Models in Microbial Genomics and Bioinformatics: A Life-Science Framework for Reliability, Reproducibility, and Risk-Aware Interpretation.
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  Data: <searchLink fieldCode="AR" term="%22Ang%2C+Mia+Yang%22">Ang, Mia Yang</searchLink><relatesTo>1,2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chen%2C+Li%22">Chen, Li</searchLink><relatesTo>2,3,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Song%2C+Lanni%22">Song, Lanni</searchLink><relatesTo>3,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lipovich%2C+Leonard%22">Lipovich, Leonard</searchLink><relatesTo>3,4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Choo%2C+Siew+Woh%22">Choo, Siew Woh</searchLink><relatesTo>3,4,5,6</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Life+%282075-1729%29%22">Life (2075-1729)</searchLink>. Jun2026, Vol. 16 Issue 6, p1032. 23p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194913226
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        Value: 10.3390/life16061032
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        Text: English
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              Text: Jun2026
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              Y: 2026
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