Llama 4 Low-Temperature Extraction Prompt
Pair temperature=0.2 (the recommended default for programmatic extraction) with Llama 4's instruct headers for structured medical entity extraction.
API Config: temperature=0.2 <|begin_of_text|><|header_start|>user<|header_end|> Extract all lab test names, numeric values, and reference ranges from <lab_report>{{TEXT}}</lab_report> into valid JSON.<|eot|> <|header_start|>assistant<|header_end|>Fill in the blanks (1)
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