Large language models for data extraction from unstructured and semi-structured electronic health records: a multiple model performance evaluation.

Objectives: We aimed to evaluate the performance of multiple large language models (LLMs) in data extraction from unstructured and semi-structured electronic health records.

Methods: 50 synthetic medical notes in English, containing a structured and an unstructured part, were drafted and evaluated by domain experts, and subsequently used for LLM-prompting. 18 LLMs were evaluated against a baseline transformer-based model.

Use of biologics to treat asthma during pregnancy and adverse events in pregnant women and newborns: A global pharmacovigilance analysis.

Introduction: Despite the increasing evidence supporting the use of biologics for treating severe asthma, there is a lack of evidence regarding their use in pregnant women. This study aims to evaluate the safety of biologics for pregnant women, utilizing global pharmacovigilance database.

Methods: Reports documented between 1980 and 2023 were extracted from the VigiBase that mentioned pregnancy- or fetus-related reactions with drugs indicated for asthma, including reslizumab, omalizumab, mepolizumab, dupilumab, benralizumab, and other non-biologics.

Commodity risk assessment of Alnus cordata, Alnus glutinosa and Alnus incana plants from the UK.

The European Commission requested the EFSA Panel on Plant Health to prepare and deliver risk assessments for commodities listed in Commission Implementing Regulation (EU) 2018/2019 as 'high-risk plants, plant products and other objects'. Taking into account the available scientific information, including the technical information provided by the applicant country, this Scientific Opinion covers the plant health risks posed by the following commodities: , and graftwood, bare-root plants and rooted plants in pots up to 7 years old imported into the EU from the UK. A list of pests potentially associated with the commodities was compiled.

Pest categorisation of .

Following the commodity risk assessment of plants grafted on from China, in which (Hemiptera: Diaspididae) was identified as a pest of possible concern, the European Commission requested the EFSA Panel on Plant Health to conduct a pest categorisation of for the territory of the European Union (EU). The origin of the scale insect is uncertain, with either South America or eastern Asia suggested as the native range. The geographic distribution of the species includes many countries of the continents of Africa, North and South America, Asia and Oceania.

Pest categorisation of .

Following the commodity risk assessment of and plants for planting from Türkiye, in which (Hemiptera: Diaspididae), the pistachio oyster scale or yellow pistachio scale, was identified as a pest of possible concern, the EFSA Panel on Plant Health performed a pest categorisation for the territory of the European Union (EU). is reported as a polyphagous pest which, however, mainly affects plants of the genus Originating from Asia, it is widely distributed in pistachio producing countries of Central, South and West Asia. Within the EU, the pest has been reported from Cyprus and Greece.