Prompt-Induced Output Variability and Structured-Output Integrity in Local Open Large Language Models: A Multi-model In Silico Benchmark Using Synthetic Acute-Care Scenarios. [PDF]
Harada Y.
europepmc +1 more source
Digital Registrar: A Schema-First Framework for Multi-Cancer Privacy-Preserving Pathology Abstraction via Local LLMs. [PDF]
Chow NH +9 more
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Gromacs MetaDump: a tool for extracting GROMACS simulation metadata. [PDF]
Rošinec A +11 more
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Safety Audit of a Large Language Model for Lay Self-Triage Using Japanese Symptom Vignettes: Persistent Red-Flag Under-Triage Despite Improved Reproducibility Under Near-Deterministic Decoding. [PDF]
Harada Y.
europepmc +1 more source
Protocol for evaluating ChatGPT in biomedical association generation and verification using a RAG-enabled, cross-model majority voting workflow. [PDF]
Hamed AA, Rocha LM.
europepmc +1 more source
LinkML: an open data modeling framework. [PDF]
Moxon SAT +35 more
europepmc +1 more source
Automated Identification of Nursing Diagnoses and Interventions From Nursing Records Using a Retrieval-Augmented Large Language Model Approach: Quantitative Study. [PDF]
Li M +7 more
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Enhancing reliability and automation of LLM-based structural analysis using a hybrid multi-agent pipeline. [PDF]
Heo S.
europepmc +1 more source
Demographic prompt cues shift clinical recommendations in multimodal large language models: a multi-model audit of 25,380 dental radiograph assessments. [PDF]
Saravi B +10 more
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Generating Findings for Jaw Cysts in Dental Panoramic Radiographs Using a GPT-Based VLM: A Preliminary Study on Building a Two-Stage Self-Correction Loop with a Structured Output (SLSO) Framework. [PDF]
Hosokawa N +10 more
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