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oai:figshare.com:article/33865962 2026-09-16T17:34:11Z category_7 category_14 category_21 category_734 category_106 portal_5 item_type_3 month_year_09_2026

Table 1 - <p>A practical risk framework for large language model use in life science research</p> Thomas Sharpton (6262145) Edward W. Davis II (7460450) Alexandra Alexiev (11301879) Medicine Molecular Biology Biotechnology Biological Sciences not elsewhere classified Science Policy source repository (< separate topics rather llm architecture produces life science researchers large language models including literature synthesis effective prompt design common research tasks life science workflows risk across dimensions help researchers use div >< p practical risk framework structured framework detailed workflows responsible use immediate use writing assistance worked examples unified approach tools carefully statistical reasoning researcher expertise remarkable capabilities reference checklists particular attention paper addresses output verifiability integrated components documentation practices companion open code generation characteristic failures administrative work <p>Summary of prompting techniques discussed in Section <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1014776#sec003" target="_blank">3</a> and <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1014776#pcbi.1014776.s002" target="_blank">S2 File</a>. For each technique, the table provides a brief definition, guidance on when it is most useful, and a reference to extended discussion. Techniques are organized from core prompt components through advanced methods.</p> 2026-09-16T17:34:00Z Dataset Dataset 10.1371/journal.pcbi.1014776.t001 https://figshare.com/articles/dataset/Table_1_-_p_A_practical_risk_framework_for_large_language_model_use_in_life_science_research_p_/33865962 CC BY 4.0