Fig. 4: Prompting methods.
From: Large language models to identify social determinants of health in electronic health records
Example of prompt templates used in the SKLLM package for GPT-turbo-0301 (GPT3.5) and GPT4 with temperature 0 to classify our labeled synthetic data. {labels} and {training_data} were sampled from a separate synthetic dataset, which was not human-annotated. The final label output is highlighted in green.
