University of Insubria

A Self-Healing Architecture for Mitigating Bibliographic Hallucinations in LLM-Generated Academic Texts

Abstract Large Language Models (LLMs) have demonstrated remarkable capabilities in academic writing assistance, yet they frequently generate bibliographic hallucinations (i.e., plausible but non-existent citations) that undermine scholarly integrity. Hallucination rates in LLM-ge...

First basin-scale assessment of PCB and DDT contamination in Mediterranean zooplankton: a baseline for the central–southern basin

dw), primarily as degradation products (DDE and DDD), indicating legacy inputs. Spatial patterns revealed higher PCB levels in coastal areas affected by industrial and urban pressures (e.g. Athens and eastern Sicily), while DDTs were more associated with regions influenced by his...

Percentiles for crying, regurgitation, stool consistency, and CoMiSSTM in presumed healthy infants

Parents frequently consult health care professionals because of infant regurgitation, crying and stool consistency. The Cow’s Milk-related Symptom Score (CoMiSS TM ) is an awareness tool for cow’s milk allergy. We aimed to characterize the distribution of CoMiSS items in presumed...

Healing Following Endoscopic Reconstruction of the Anterior Skull Base in Patients With Sinonasal Malignancies

ABSTRACT Background Healing dynamics after anterior skull base (ASB) reconstruction following transnasal endoscopic surgery (TES) for sinonasal malignancies remain poorly characterized. This study aimed to describe the postoperative healing process, quantify time to healing, iden...