机器学习和深度学习模型可以有效检测社交媒体上与社区水氟化相关的虚假信息。结合以公平为重点的传播策略，这些工具可能有助于维持公众对水氟化的信任，并减少与虚假信息相关的口腔健康不平等。
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Torwane 等 (Sun,) 研究了这个问题。
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