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Background: The U.S. National Library of Medicine and Department of Homeland Security assembled subject matter experts (SMEs) for the Toxic Chemical Syndrome Definitions and Nomenclature Workshop. The SMEs at this meeting identified a lack of research evaluating the effectiveness of field recognition of toxidromes to guide treatment. They suggested that mnemonics may be helpful for remembering and recognizing toxidromes and further, that rapid toxidrome recognition, through use of a mnemonic or otherwise, leads to rapid action and urgent intervention.
Objectives: (1) Determine if published studies demonstrate HPs can learn and recall hazardous materials (hazmat) toxidromes. (2) Determine if Healthcare Professionals (HPs) can learn mnemonics for muscarinic and nicotinic toxidromes during the Advanced Hazmat Life Support (AHLS) Provider Course (PC) and recall these cholinergic mnemonics when retested years later. Our hypothesis is HPs can learn these mnemonics and recall them up to four years later.
Methods: We analyzed results of HPs who completed AHLS PC pre-tests and post-tests during their initial AHLS PC between March 1, 2007 and March 1, 2010, and then, within four years, took either an online retest or a pre-test for a second AHLS PC. We compared pre- and post-test answers for questions regarding muscarinic and nicotinic mnemonics to assess if HPs can learn these mnemonics during an initial AHLS PC and then recall these mnemonics later, during retesting. We compared the percentage of HPs who correctly identified each cholinergic mnemonic on the pre-test, post-test, and retest using McNemar's test for paired, nominal data. We searched six literature databases to see if there were any previous similar studies.
Results: Our literature search found no similar published studies. The mean time to re-testing was 3.6 years (SD 0.8 year). The percentage of respondents correctly answering the question for the muscarinic toxidrome was 53% on the pre-test, 100% on the post-test, and 75% on the retest. The percentage of respondents correctly answering the nicotinic toxidrome question was 52% on the pre-test, 100% on the post-test, and 77% on the retest.
Conclusion: All studied healthcare professionals learned the cholinergic toxidrome mnemonics during their initial AHLS PC. Mnemonic recall declined somewhat on retesting; however, recall was evident in 75-77% of retest takers compared to their pre-test results up to four years earlier, a statistically significant difference ( < .001) for both mnemonics. This supports our study hypothesis that HPs can learn these mnemonics and recall them up to 4 years later.
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http://dx.doi.org/10.1080/15563650.2022.2042551 | DOI Listing |
J Pak Med Assoc
August 2025
Aga Khan University and Hospital, Karachi, Pakistan.
Objective: To design a continuous professional development programme pertaining to integrated nutrition, health, and Water, Sanitation and Hygiene interventions for health professionals (HP).
Methods: The cross-sectional study was conducted from January 1 to April 30, 2024, in Lahore, Pakistan, after approval from the ethics review committee of the Institute of Clinical Psychology, University of Management and Technology, Lahore. The sample was raised from among students of either gender aged 18-26 years studying at various public and private universities in Lahore.
J Biomed Inform
September 2025
Walter Clinic, New Taipei City, Taiwan, ROC. Electronic address:
Objective: Large-scale biomedical KGs, typically constructed using automated entity-relation extraction methods from vast amounts of textual documents, often contain erroneous biomedical triplets, which raises concerns about their quality. Using such noisy KGs in downstream applications can compromise the validity of biomedical research and lead to inaccurate conclusions. This study aims to design an effective knowledge graph verification (KGV) method to determine the correctness of triplets in biomedical KGs, enabling the removal of erroneous triplets identified through the proposed method.
View Article and Find Full Text PDFBMJ Lead
August 2025
Développement organisationnel, HEC Montréal, Montreal, Quebec, Canada.
Background/aim: Crises like the COVID-19 pandemic are inherently uncertain, dynamic and generate broader consequences on organisations, challenging traditional crisis management approaches. Conventional approaches often neglect the mechanisms and processes frontline practitioners enact in their local practices to adapt effectively. This study explores how healthcare professionals (HPs) at a university hospital centre developed and mobilised local knowledge to rapidly respond to the evolving conditions of the COVID-19 pandemic.
View Article and Find Full Text PDFComput Struct Biotechnol J
July 2025
Institute for Biological Interfaces 5 (IBG-5), Biotechnology and Microbial Genetics, Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, Eggenstein-Leopoldshafen 76344, Germany.
Omics technologies have led to the discovery of a vast number of proteins that are expressed but have no functional annotation - so called hypothetical proteins (HPs). Even in the best-studied model organism K-12, over 2 % of the proteome remains uncharacterized. This knowledge gap becomes even worse when looking at microbial dark matter.
View Article and Find Full Text PDFSci Rep
August 2025
German Cancer Research Center (DKFZ), Division of Radiology, Heidelberg, Germany.
Despite academic success, radiomics-based machine learning algorithms have not reached clinical practice, partially due to limited repeatability/reproducibility. To address this issue, this work aims to identify a stable subset of radiomics features in prostate MRI for radiomics modelling. A prospective study was conducted in 43 patients who received a clinical MRI examination and a research exam with repetition of T2-weighted and two different diffusion-weighted imaging (DWI) sequences with repositioning in between.
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