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	<title>human verification &#8211; BIOENGINEER.ORG</title>
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		<title>AI Sentiment Analysis Alone Cannot Tell Truth From Health Misinformation, Major Review Finds</title>
		<link>https://bioengineer.org/ai-sentiment-analysis-alone-cannot-tell-truth-from-health-misinformation-major-review-finds/</link>
		
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		<pubDate>Fri, 16 Oct 2026 19:14:06 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[AI ethics]]></category>
		<category><![CDATA[big data analytics]]></category>
		<category><![CDATA[data quality]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[Frontiers in Big Data]]></category>
		<category><![CDATA[health misinformation]]></category>
		<category><![CDATA[human verification]]></category>
		<category><![CDATA[Large Language Models]]></category>
		<category><![CDATA[public health surveillance]]></category>
		<category><![CDATA[real-time analytics]]></category>
		<category><![CDATA[sentiment analysis]]></category>
		<category><![CDATA[Systematic Literature Review]]></category>
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					<description><![CDATA[A systematic review of thirty studies finds that sentiment analysis can flag emotional tone in health content but cannot determine factual accuracy, and that data quality, human verification, and governance matter as much as advanced AI models.]]></description>
		
		
		
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