Opper

Context Reasoning

Context understanding and reasoning tasks test accurate answers grounded in provided context. This capability is essential for knowledge-base support bots, policy lookup systems, and internal knowledge Q&A applications. Models are evaluated on their ability to provide accurate answers that are properly grounded in the given context rather than hallucinating information.

Context Reasoning – anthropic/claude-opus-4.1 Task | Opper AI

Input Tokens

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Output Tokens

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Duration

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Context

Input

What was the final diagnosis given to Oscar?

Expected output

Mild persistent asthma, with a secondary diagnosis of suspected viral upper respiratory infection

Model output

Oscar was given a final diagnosis of Mild Persistent Asthma (ICD-10 code J45.30) as the primary diagnosis, with a secondary diagnosis of Suspected Viral Upper Respiratory Infection (ICD-10 code J06.9). This diagnosis was made during his follow-up consultation on May 24, 2025, after reviewing his test results which showed reversible airway obstruction consistent with asthma, elevated IgE levels, and mild peribronchial thickening on chest X-ray. The diagnosis was further supported by childhood records that confirmed he had mild seasonal asthma at age 10.