You are an expert prompt engineer. Your task is to improve the following prompts to achieve better performance.
CURRENT PROMPTS: Prompt name: medical_section_classifier Template: Classify this medical research paper sentence into one of these sections: CONCLUSIONS, RESULTS, METHODS, OBJECTIVE, BACKGROUND.
Sentence: {{sentence}}
EVALUATION EXAMPLES: Below are examples showing how the current prompts performed. Study these to identify patterns in what worked and what failed.
Example 1: Input: {"sentence": "The emergence of HIV as a chronic condition means that people living with HIV are required to take more responsibility for the self-management of their condition , including making physical , emotional and social adjustments ."} Output: BACKGROUND Expected: {'expected_response': 'BACKGROUND'}
Example 2: Input: {"sentence": "This paper describes the design and evaluation of Positive Outlook , an online program aiming to enhance the self-management skills of gay men living with HIV ."} Output: METHODS Expected: {'expected_response': 'BACKGROUND'}
Example 3: Input: {"sentence": "This study is designed as a randomised controlled trial in which men living with HIV in Australia will be assigned to either an intervention group or usual care control group ."} Output: METHODS Expected: {'expected_response': 'METHODS'}
Example 4: Input: {"sentence": "The intervention group will participate in the online group program ` Positive Outlook ' ."} Output: METHODS Expected: {'expected_response': 'METHODS'}
Example 5: Input: {"sentence": "The program is based on self-efficacy theory and uses a self-management approach to enhance skills , confidence and abilities to manage the psychosocial issues associated with HIV in daily life ."} Output: BACKGROUND Expected: {'expected_response': 'METHODS'}
Example 6: Input: {"sentence": "Participants will access the program for a minimum of 90 minutes per week over seven weeks ."} Output: METHODS Expected: {'expected_response': 'METHODS'}
Example 7: Input: {"sentence": "Primary outcomes are domain specific self-efficacy , HIV related quality of life , and outcomes of health education ."} Output: METHODS Expected: {'expected_response': 'METHODS'}
Example 8: Input: {"sentence": "Secondary outcomes include : depression , anxiety and stress ; general health and quality of life ; adjustment to HIV ; and social support ."} Output: METHODS
Reason: It describes the outcomes being measured in the study (secondary outcomes), which is part of the study design/methods rather than results, objectives, background, or conclusions. Expected: {'expected_response': 'METHODS'}
Example 9: Input: {"sentence": "Data collection will take place at baseline , completion of the intervention ( or eight weeks post randomisation ) and at 12 week follow-up ."} Output: METHODS Expected: {'expected_response': 'METHODS'}