{"title":"Full Outline of Unresponsiveness Score versus Glasgow Coma Scale in Predicting Clinical Outcomes in Altered Mental Status.","authors":"Savan Pandey, Ankit Kumar Sahu, Meera Ekka, Priyanka Modi, Praveen Aggarwal, Nayer Jamshed, Sanjeev Bhoi","doi":"10.4103/jets.jets_76_23","DOIUrl":"10.4103/jets.jets_76_23","url":null,"abstract":"<p><strong>Introduction: </strong>Full outline of unresponsiveness (FOUR) score has advantages over Glasgow Coma Scale (GCS); as it can be used in intubated patients and provides greater neurological details. It has been studied mainly in the trauma and neuroscience setting. Our primary objective was to compare the FOUR versus GCS score as predictors of mortality at 30 days and poor functional outcome at 3 months among nontrauma patients in the emergency department (ED).</p><p><strong>Methods: </strong>This prospective observational study was conducted on adult patients presenting with altered mental status (duration <7 days) in the ED (March 2019-November 2020). Data collection included demographic and clinical features, the GCS and FOUR scores, the feasibility of acquiring and interpreting FOUR on a Likert scale, duration of hospital stay, 30-day mortality, and functional outcome at 3 months on the modified Rankin Scale. Trained emergency medicine residents managing the patient collected the data. The area under receiver's operating characteristics curve (AUROC) was used to compare the accuracy of the GCS and FOUR scores in predicting outcomes. The FOUR score equivalent of GCS cutoffs for categorizing neurological impairment (mild, moderate, and severe) was also investigated.</p><p><strong>Results: </strong>Two hundred and ninety-one patients were included, with a mean age of 50.3 years and 67.4% males. Most patients (40.2%) had altered mental status for 1-3 days and hepatic encephalopathy was the most common ED diagnosis. The mortality at 30 days was 66.7% (194 of 291), and 88% (256 of 291) of patients had poor functional outcomes at 3 months. The AUROCs for predicting 30-day mortality were similar for both the scores (GCS: 0.70, FOUR: 0.71, and the <i>P</i> value for difference: 0.9). Similarly, the AUROCs for predicting 3-month poor functional outcome were 0.683 and 0.669 using GCS and FOUR, respectively, with a nonsignificant difference (<i>P</i> = 0.82). The FOUR score strata of 14-16, 11-13, and 0-10 were found to be equivalent to the GCS scores of 13-15 (mild), 9-12 (moderate), and 3-8 (severe). The feasibility of acquiring and interpreting GCS and FOUR scores on the Likert scale was found to be \"easy.\"</p><p><strong>Conclusion: </strong>The FOUR score is similar to GCS in predicting mortality at 30 days and poor neurological outcomes at 3 months among nontrauma patients of ED. Moreover, it was found that the FOUR score is \"easy\" to assess and interpret by the emergency residents.</p>","PeriodicalId":15692,"journal":{"name":"Journal of Emergencies, Trauma, and Shock","volume":"17 2","pages":"102-106"},"PeriodicalIF":1.2,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11279499/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141790915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Comparative Analysis of Machine Learning Models for Prediction of Acute Liver Injury in Sepsis Patients.","authors":"Xiaochi Lu, Yi Chen, Gongping Zhang, Xu Zeng, Linjie Lai, Chaojun Qu","doi":"10.4103/jets.jets_73_23","DOIUrl":"10.4103/jets.jets_73_23","url":null,"abstract":"<p><strong>Introduction: </strong>Acute liver injury (ALI) is a common complication of sepsis and is associated with adverse clinical outcomes. We aimed to develop a model to predict the risk of ALI in patients with sepsis after hospitalization.</p><p><strong>Methods: </strong>Medical records of 3196 septic patients treated at the Lishui Central Hospital in Zhejiang Province from January 2015 to May 2023 were selected. Cohort 1 was divided into ALI and non-ALI groups for model training and internal validation. The initial laboratory test results of the study subjects were used as features for machine learning (ML), and models built using nine different ML algorithms were compared to select the best algorithm and model. The predictive performance of model stacking methods was then explored. The best model was externally validated in Cohort 2.</p><p><strong>Results: </strong>In Cohort 1, LightGBM demonstrated good stability and predictive performance with an area under the curve (AUC) of 0.841. The top five most important variables in the model were diabetes, congestive heart failure, prothrombin time, heart rate, and platelet count. The LightGBM model showed stable and good ALI risk prediction ability in the external validation of Cohort 2 with an AUC of 0.815. Furthermore, an online prediction website was developed to assist healthcare professionals in applying this model more effectively.</p><p><strong>Conclusions: </strong>The Light GBM model can predict the risk of ALI in patients with sepsis after hospitalization.</p>","PeriodicalId":15692,"journal":{"name":"Journal of Emergencies, Trauma, and Shock","volume":"17 2","pages":"91-101"},"PeriodicalIF":1.2,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11279495/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141788168","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"What's New in Emergencies, Trauma, and Shock: Early Recognition of Scurvy in Emergency Departments Can Improve Patient Outcomes.","authors":"Vivek Chauhan","doi":"10.4103/jets.jets_71_24","DOIUrl":"10.4103/jets.jets_71_24","url":null,"abstract":"","PeriodicalId":15692,"journal":{"name":"Journal of Emergencies, Trauma, and Shock","volume":"17 2","pages":"51-52"},"PeriodicalIF":1.2,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11279491/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141788175","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Case of Spastic Quadriplegia Remaining after Multiple Traumatic Injuries Complicated by Sepsis and Reversible Posterior Leukoencephalopathy Syndrome, as well as Delayed Multifocal Microbleeds.","authors":"Hiromichi Ohsaka, Hiroki Nagasawa, Rino Isogai, Hiroaki Taniguchi, Soichiro Ota, Michika Hamada, Tatsuro Sakai, Youichi Yanagawa","doi":"10.4103/jets.jets_154_23","DOIUrl":"10.4103/jets.jets_154_23","url":null,"abstract":"","PeriodicalId":15692,"journal":{"name":"Journal of Emergencies, Trauma, and Shock","volume":"17 2","pages":"121-122"},"PeriodicalIF":1.2,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11279496/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141788164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Using Children's Artwork to Improve Adherence with Timely Antibiotic Administration in Open Fractures.","authors":"Kathy Chu, Shahriar Zehtabchi, Valery Roudnitsky, Fred Harry, Bonny J Baron","doi":"10.4103/jets.jets_133_23","DOIUrl":"10.4103/jets.jets_133_23","url":null,"abstract":"<p><strong>Introduction: </strong>Antibiotics for open fractures (OFs) administered within 60 min of emergency department (ED) arrival reduce patients' infection risk. We tested a novel method of displaying children's drawings to prompt clinicians to improve adherence with early antibiotics for OFs.</p><p><strong>Methods: </strong>Registry-based pre- (January 1, 2016-June 30, 2019) and post- (July 1, 2019-March 31, 2022) intervention at a level 1 trauma center. In July 2019, children's artwork depicting OF was displayed in the ED alongside OF guidelines and E-mailed to faculty and residents. Primary outcome: proportion of OF patients who received antibiotics within 60 min of arrival. Time to antibiotics was calculated from ED arrival to time-stamped administration in the electronic health record. We compared time to antibiotics as continuous variables between the two groups. Proportions are presented with percentages and 95% confidence interval (CI); continuous variables as median and quartiles. Chi-square or Mann-Whitney <i>U</i>-tests were used for group comparisons.</p><p><strong>Results: </strong>Five hundred fifty-four total OF patients were identified (excluded: transferred = 1, ED death = 4, unclear time to antibiotics = 11); 281 pre-implementation and 257 post-implementation. The median age was 34 years (quartiles 24 and 46). Trauma mechanisms of injury included 300 blunt (56%) and 238 penetrating (44%). Gustilo OF classification by type were as follows: 71% I, 13% II, 15% III, 1% unclassified. There was a significant difference (<i>P</i> = 0.001) in both percentage of patients who received antibiotics within 60 min (58%, 95% CI, 52%-63% vs. 79%, 95% CI, 74%-84%) and time to antibiotics (median: 46 min vs. 25 min) between pre- and postphases, respectively.</p><p><strong>Conclusions: </strong>Children's artwork in our ED improved adherence with OF guidelines and decreased time to antibiotics.</p>","PeriodicalId":15692,"journal":{"name":"Journal of Emergencies, Trauma, and Shock","volume":"17 2","pages":"80-83"},"PeriodicalIF":1.2,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11279508/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141788174","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Outcomes of Video-assisted Thoracic Surgery-guided Early Evacuation of Traumatic Hemothorax: A Randomized Pilot Study at Level I Trauma Center.","authors":"Abhinav Kumar, Dinesh Gora, Dinesh Bagaria, Pratyusha Priyadarshini, Narendra Choudhary, Amit Priyadarshi, Sahil Gupta, Junaid Alam, Amit Gupta, Biplab Mishra, Subodh Kumar, Sushma Sagar","doi":"10.4103/jets.jets_132_23","DOIUrl":"10.4103/jets.jets_132_23","url":null,"abstract":"<p><strong>Introduction: </strong>Traumatic hemothorax is accounted for about 20% of traumatic chest injuries. Although majority can be managed with the timely placement of intercostal tube (ICT) drainage, the remaining pose a challenge owing to high complication rates associated with retained hemothorax. Although various treatment modalities including intrapleural instillation of fibrinolytics, radioimage guided drainage, VATS guided evacuation and thoractomy do exist to address the retained hemothorax, but indications along with timing to employ a specific treatment option is still unclear and ambiguous.</p><p><strong>Methods: </strong>Patient with residual hemothorax (>200 mL) on ultrasonography after 48 h of indwelling ICT was randomized into either early video-assisted thoracic surgery (VATS) or conventional approach cohort. Early VATS cohort was subjected to video-assisted thoracoscopic evacuation of undrained blood along with normal saline irrigation and ICT placement. The conventional cohort underwent intrapleural thrombolytic instillation for 3 consecutive days. The outcome measures were the duration of indwelling ICT, removal rate of tube thoracostomy, length of hospital stay, duration of intensive care unit (ICU) monitoring, need for mechanical ventilation, incidence of pulmonary and pleural complications, and requirement of additional intervention to address undrained hemothorax and mortality rate.</p><p><strong>Results: </strong>The early VATS cohort had shorter length of hospital stay (7.50 ± 0.85 vs. 9.50 ± 3.03, <i>P</i> = 0.060), reduced duration of indwelling ICT (6.70 ± 1.25 vs. 8.30 ± 2.91, <i>P</i> = 0.127) with higher rate of tube thoracostomy removal (70% vs. 30%, <i>P</i> = 0.003) and lesser need of additional interventions (0% vs. 30%, <i>P</i> = 0.105). Thoracotomy (3 patients) and image-guided drainage (4 patients) were additional interventions to address retained hemothorax in the conventional cohort. However, similar length of ventilator assistance (0.7 ± 0.48 vs. 0.60 ± 1.08, <i>P</i> = 0.791) and prolonged ICU monitoring (1.30 ± 1.06 vs. 0.90 ± 1.45, <i>P</i> = 0.490) was observed in early VATS cohort. Both the cohorts had no mortality.</p><p><strong>Conclusion: </strong>VATS-guided early evacuation of traumatic hemothorax is associated with shorter length of hospital stay along with abbreviated indwelling ICT duration, reduced incidence of complications, lesser readmissions, and improved rate of tube thoracostomy removal. However, the duration of ventilator requirement, ICU stay, and mortality remain unchanged.</p>","PeriodicalId":15692,"journal":{"name":"Journal of Emergencies, Trauma, and Shock","volume":"17 2","pages":"73-79"},"PeriodicalIF":1.2,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11279504/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141788171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"What's New in Emergencies Trauma and Shock: Cerebral Vein Thrombosis in Pregnancy and Postpartum Period: An Enigma in Emergency.","authors":"Tarun Sharma, Dhanashree Kelkar, Steve Kamm","doi":"10.4103/jets.jets_38_24","DOIUrl":"10.4103/jets.jets_38_24","url":null,"abstract":"","PeriodicalId":15692,"journal":{"name":"Journal of Emergencies, Trauma, and Shock","volume":"17 1","pages":"1-2"},"PeriodicalIF":1.2,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11044993/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140853155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cerebral Venous Thrombosis in Pregnant and Postpartum Women Presenting to the Emergency Department with Headaches.","authors":"Aaron Jacob Grossberg, Sagar C Galwankar","doi":"10.4103/jets.jets_92_23","DOIUrl":"https://doi.org/10.4103/jets.jets_92_23","url":null,"abstract":"<p><strong>Introduction: </strong>Cerebral venous thrombosis (CVT) is a thromboembolic disease of the intracranial venous systems. The disease can be difficult to diagnose as it often requires a high index of suspicion. Risk factors for the disease include pregnancy, oral contraceptive pills, congenital thrombophilia, infection, cancer, polycythemia, head trauma, and recent surgery. However, there have been no studies in the United States that have examined whether pregnancy and the postpartum stage are truly a risk factor for CVT. The aim of this study is to determine whether pregnant and postpartum women presenting to the emergency department with headaches have a higher incidence of CVT to better risk stratify which patients need to have advanced imaging pursued.</p><p><strong>Methods: </strong>A retrospective, observational case-control study was performing by querying the electronic medical record at a large county hospital for patients presenting with a headache to the emergency department. Patients were stratified into groups based on whether they were diagnosed with CVT, pregnancy status, and comorbid conditions to determine the risk associated between pregnancy, the puerperium stage, and CVT.</p><p><strong>Results: </strong>A total of 20,955 males and females presented to the emergency department between January 1, 2016 and April 13, 2023, with a chief complaint of headache. There were 19,474 female patients and 9581 male patients. In the case group, there were 793 pregnant women and 53 postpartum women. In the control group, there were 18,628 women who were not pregnant. Of the 22 patients diagnosed with CVT, 1 was in the puerperium stage and no patients were pregnant. Pregnant and postpartum patients were 1.05 (0.14-7.80) times more likely to develop CVT. Pregnant and postpartum patients were 1.73 (0.23-13.52) times more likely to develop CVT when controlled for comorbidities. Patients in the puerperium stage were 26.48 (3.33-210.87) times more likely to develop CVT when controlled for comorbidities.</p><p><strong>Conclusion: </strong>Pregnant patients presenting to the emergency department with headaches do not have a significantly higher risk of CVT; however, puerperium patients have a significantly higher risk of CVT compared to the general population.</p>","PeriodicalId":15692,"journal":{"name":"Journal of Emergencies, Trauma, and Shock","volume":"17 1","pages":"3-7"},"PeriodicalIF":1.4,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11044997/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140850898","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}