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Author

Salim Alani

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Open access Sep 2026

When Students Use AI Before They Learn to Think Clinically: Cognitive Offloading in Communication Sciences and Disorders Education

Cognitive offloading in CSD education is examined, where students begin outsourcing synthesis, explanation, interpretation, and clinical justification before developing those competencies independently before developing those competencies independently.

Salim Alani · 0 citations
Review Aug 2026

Clinical Reasoning Under Uncertainty in Speech-Language Pathology When Measures, Labels, and Best-Practice Claims Get Ahead of Evidence.

Clinical reasoning is stronger when observation and interpretation are kept separate, categories are used for communication rather than as explanations, and the evidence that would change a decision is named in advance.

Salim Alani · 0 citations

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