Scholarcy

Scholarcy can help researchers triage a large reading list by producing structured summaries and extracting items such as key findings, methods, and references from papers. It is useful for deciding which documents deserve a closer read and for creating a consistent first set of reading notes.

Automated extraction can miss details in tables, supplementary files, or complex methods, and a concise summary may flatten important uncertainty or contradictory findings. The presence of a key-facts list does not establish that the study is reliable or relevant to your question.

Use summaries to prioritize reading, then inspect the original paper's methods, results, limitations, and cited evidence before including it in a synthesis. Keep accurate bibliographic records and confirm any extracted numbers or quotations directly from the source.