26-Mar-2025
Repetitive behaviors and special interests are more indicative of an autism diagnosis than a lack of social skills
Cell PressPeer-Reviewed Publication
People with autism are typically diagnosed by clinical observation and assessment. To deconstruct the clinical decision process, which is often subjective and difficult to describe, researchers used a large language model (LLM) to synthesize the behaviors and observations that are most indicative of an autism diagnosis. Their results, publishing in the Cell Press journal Cell, show that repetitive behaviors, special interests, and perception-based behaviors are most associated with an autism diagnosis. These findings have potential to improve diagnostic guidelines for autism by decreasing the focus on social factors—which the established guidelines in the DSM-5 focus on but the model did not classify among the most relevant in diagnosing autism.
- Journal
- Cell
- Funder
- Brain Canada Foundation, Canada Brain Research Fund, Health Canada, NIH/National Institutes of Health, Canadian Institute of Health Research, Canada First Research Excellence Fund, Canada Institute for Advanced Research