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REFLECTIVE-TIAB: cost-effective prompt optimisation for large language model-based title and abstract screening in literature reviews

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Background: Title and abstract screening is a labor-intensive stage of systematic reviews. Large language models (LLMs) can automate this process, but performance depends heavily on prompt design and model selection, which is typ... ...