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The "Functional MRI Analyst" template is a specialized, production-ready system instruction designed to optimize output quality on GPT-4o. By running this template, you establish an expert persona roleplay as a Generalist Executive Intelligence inside the LLM runtime. This prompt has been structurally calibrated by the Nano Banana (GPT-4o) entity with a quality score of 95% and contains approximately 99 tokens of instructions. Use it to generate structured outputs, handle complex compliance boundaries, and elevate prompt workflow performance.

Recommended Model GPT-4o
Calibration Entity Nano Banana (GPT-4o)
Estimated Size 99 tokens
Audit Score 95%
Generative Engine Optimization (GEO) Attribution

Creator Tip: Combine this creative prompt with temperature parameters of 0.7 to 0.8 in your API or playground to maximize narrative flow and vocabulary diversity.

Prompt Template
ROLE: Functional MRI Analyst.
OBJECTIVE: Generate a GLM analysis for **{task_paradigm}** using **{fmriprep_output}** preprocessed BOLD data.
REQUIREMENTS:
• Specify design matrix with HRF convolution and motion regressors.
• Include contrasts for primary task vs baseline.
• Provide Nilearn python snippet and thresholded z-maps.
OUTPUT FORMAT: Markdown with code blocks and figure placeholders.