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The pit crew card game: a novel gamification exercise to improve EMS performance in critical care scenarios.
IF 2 Q2 EMERGENCY MEDICINE Pub Date : 2025-02-13 DOI: 10.1186/s12245-024-00748-5
Danielle DiCesare, Bridget Scheveck, Jeffrey Adams, Maria Tassone, Vanessa I Diaz-Cruz, Christine Van Dillen, Latha Ganti, Shayne Gue, Ayanna Walker

Background: Gamification can be defined as the use of game design elements in non-game contexts, in this case, education. As such, gamification seeks to augment the interactive approach of adult learning theory which promotes ongoing motivation and engagement. The objective of this study was to develop and implement a gamified learning module to teach the pit crew approach to Emergency Medical Services personnel in an interactive, engaging format. We created a game-based simulation scenario, an introductory video, and a post-session survey to assess the effectiveness of our educational innovation. We hypothesized that gamification would strengthen classroom engagement and attitudes toward clinical education as assessed in the post-session survey.

Methods: This was a pilot study to assess the characteristics of a novel, gamified educational session. We created teams of 5 personnel with various experience and levels of training. Our educational session began with an introductory video and the Pit Crew Card Game, a novel, interactive card game where the facilitator leads teams through a verbal scenario and administers task cards to the team leader based on interventions and other tasks the group verbalizes. After the game, teams were engaged in an interactive critical care simulation scenario where they were expected to perform tasks based on their pre-assigned roles. After the exercise, we administered a brief survey to assess learners' perceptions about the effectiveness of this novel educational session as well as whether participating in this activity would change their behaviors in future real-life critical care scenarios.

Results: 96 participants completed the post-session survey. The Pit Crew Card Game was heavily favored over traditional lecture-based learning sessions, with 84% of respondents indicating agreement. 77% agreed that the game improved their understanding of how to utilize the pit crew approach for critical care scenarios and that it was an effective teaching, teamwork, and communication tool.

Conclusion: Based on these results, we conclude that gamification has potential as a preferential and feasible learning method for critical scenario training among prehospital personnel. Participants reported that the Pit Crew Card Game increased their understanding of pit crew concepts, promoted effective communication and teamwork, and was an overall effective teaching tool. We recommend further expansion of gamified teaching strategies to the prehospital education realm and support for future research in this domain.

{"title":"The pit crew card game: a novel gamification exercise to improve EMS performance in critical care scenarios.","authors":"Danielle DiCesare, Bridget Scheveck, Jeffrey Adams, Maria Tassone, Vanessa I Diaz-Cruz, Christine Van Dillen, Latha Ganti, Shayne Gue, Ayanna Walker","doi":"10.1186/s12245-024-00748-5","DOIUrl":"10.1186/s12245-024-00748-5","url":null,"abstract":"<p><strong>Background: </strong>Gamification can be defined as the use of game design elements in non-game contexts, in this case, education. As such, gamification seeks to augment the interactive approach of adult learning theory which promotes ongoing motivation and engagement. The objective of this study was to develop and implement a gamified learning module to teach the pit crew approach to Emergency Medical Services personnel in an interactive, engaging format. We created a game-based simulation scenario, an introductory video, and a post-session survey to assess the effectiveness of our educational innovation. We hypothesized that gamification would strengthen classroom engagement and attitudes toward clinical education as assessed in the post-session survey.</p><p><strong>Methods: </strong>This was a pilot study to assess the characteristics of a novel, gamified educational session. We created teams of 5 personnel with various experience and levels of training. Our educational session began with an introductory video and the Pit Crew Card Game, a novel, interactive card game where the facilitator leads teams through a verbal scenario and administers task cards to the team leader based on interventions and other tasks the group verbalizes. After the game, teams were engaged in an interactive critical care simulation scenario where they were expected to perform tasks based on their pre-assigned roles. After the exercise, we administered a brief survey to assess learners' perceptions about the effectiveness of this novel educational session as well as whether participating in this activity would change their behaviors in future real-life critical care scenarios.</p><p><strong>Results: </strong>96 participants completed the post-session survey. The Pit Crew Card Game was heavily favored over traditional lecture-based learning sessions, with 84% of respondents indicating agreement. 77% agreed that the game improved their understanding of how to utilize the pit crew approach for critical care scenarios and that it was an effective teaching, teamwork, and communication tool.</p><p><strong>Conclusion: </strong>Based on these results, we conclude that gamification has potential as a preferential and feasible learning method for critical scenario training among prehospital personnel. Participants reported that the Pit Crew Card Game increased their understanding of pit crew concepts, promoted effective communication and teamwork, and was an overall effective teaching tool. We recommend further expansion of gamified teaching strategies to the prehospital education realm and support for future research in this domain.</p>","PeriodicalId":13967,"journal":{"name":"International Journal of Emergency Medicine","volume":"18 1","pages":"25"},"PeriodicalIF":2.0,"publicationDate":"2025-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11827316/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143412840","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}
引用次数: 0
Characteristics, outcomes, and prognostic factors in patients with penetrating and blunt traumatic diaphragmatic injury: a nationwide retrospective cohort study in Japan.
IF 2 Q2 EMERGENCY MEDICINE Pub Date : 2025-02-11 DOI: 10.1186/s12245-025-00826-2
Takafumi Shinjo, Yoshimitsu Izawa, Chikara Yonekawa, Tomohiro Matsumura, Takashi Mato

Background: Traumatic diaphragmatic injury (TDI) is well-known worldwide as rare and life-threatening. However, because no nationwide cohort study of penetrating and blunt TDI has been conducted in Japan and other countries where penetrating trauma is relatively uncommon, the clinical characteristics of all TDI are unknown. We aimed to describe the characteristics of TDI patients, compare penetrating TDI with blunt TDI, and identify mortality risk factors in Japan.

Methods: We retrospectively identified TDI patients between 2004 and 2019 using data from the Japan Trauma Data Bank. We extracted data on patient demographics, type of trauma, cause of trauma, physiological parameters, region of concomitant injury, associated injury, and management. We compared penetrating and blunt TDI for each variable. The primary outcome was mortality. Multivariable logistic regression was performed to identify mortality risk factors.

Results: Of the 338,744 patients, 1,147 (0.3%) had TDI, of which 771 were eligible for analysis (excluding 308 in cardiac arrest on arrival). Penetrating TDI represented 29.8% and blunt TDI 70.2%, and comparing penetrating and blunt TDI, the most common cause was self-inflicted (48.7%) vs. accident (85.6%), males were 68.7% vs. 66.0% of the patients (P = 0.50), and the mortality rate was 8.3% vs. 26.4% (P < 0.001). Multivariable analysis found that age (odds ratio [OR] 1.03, 95% confidence interval [CI] 1.01-1.04), Injury Severity Score (OR 1.03, 95%CI 1.006-1.06), Revised Trauma Score (OR 0.55, 95%CI 0.45-0.67), severe concomitant abdominal injury (OR 2.45, 95%CI 1.32-4.56), severe concomitant upper extremity injury (OR 3.38, 95%CI 1.24-9.17) were independent predictors of mortality, and computed tomography (CT) (OR 0.32, 95%CI 0.15-0.69) and diaphragm repair (OR 0.44, 95%CI 0.25-0.78) were protective factors.

Conclusions: In Japan, we found that penetrating TDI was mainly caused by self-injury and the male-female ratio was the same as for blunt TDI, although blunt TDI was much more frequent. TDI was considered highly lethal, with over 25% of patients in cardiac arrest on arrival. Our unique independent predictors were CT, severe concomitant abdominal injury, and severe concomitant upper extremity injury. These findings may help in the management of TDI in countries with less common penetrating trauma.

{"title":"Characteristics, outcomes, and prognostic factors in patients with penetrating and blunt traumatic diaphragmatic injury: a nationwide retrospective cohort study in Japan.","authors":"Takafumi Shinjo, Yoshimitsu Izawa, Chikara Yonekawa, Tomohiro Matsumura, Takashi Mato","doi":"10.1186/s12245-025-00826-2","DOIUrl":"10.1186/s12245-025-00826-2","url":null,"abstract":"<p><strong>Background: </strong>Traumatic diaphragmatic injury (TDI) is well-known worldwide as rare and life-threatening. However, because no nationwide cohort study of penetrating and blunt TDI has been conducted in Japan and other countries where penetrating trauma is relatively uncommon, the clinical characteristics of all TDI are unknown. We aimed to describe the characteristics of TDI patients, compare penetrating TDI with blunt TDI, and identify mortality risk factors in Japan.</p><p><strong>Methods: </strong>We retrospectively identified TDI patients between 2004 and 2019 using data from the Japan Trauma Data Bank. We extracted data on patient demographics, type of trauma, cause of trauma, physiological parameters, region of concomitant injury, associated injury, and management. We compared penetrating and blunt TDI for each variable. The primary outcome was mortality. Multivariable logistic regression was performed to identify mortality risk factors.</p><p><strong>Results: </strong>Of the 338,744 patients, 1,147 (0.3%) had TDI, of which 771 were eligible for analysis (excluding 308 in cardiac arrest on arrival). Penetrating TDI represented 29.8% and blunt TDI 70.2%, and comparing penetrating and blunt TDI, the most common cause was self-inflicted (48.7%) vs. accident (85.6%), males were 68.7% vs. 66.0% of the patients (P = 0.50), and the mortality rate was 8.3% vs. 26.4% (P < 0.001). Multivariable analysis found that age (odds ratio [OR] 1.03, 95% confidence interval [CI] 1.01-1.04), Injury Severity Score (OR 1.03, 95%CI 1.006-1.06), Revised Trauma Score (OR 0.55, 95%CI 0.45-0.67), severe concomitant abdominal injury (OR 2.45, 95%CI 1.32-4.56), severe concomitant upper extremity injury (OR 3.38, 95%CI 1.24-9.17) were independent predictors of mortality, and computed tomography (CT) (OR 0.32, 95%CI 0.15-0.69) and diaphragm repair (OR 0.44, 95%CI 0.25-0.78) were protective factors.</p><p><strong>Conclusions: </strong>In Japan, we found that penetrating TDI was mainly caused by self-injury and the male-female ratio was the same as for blunt TDI, although blunt TDI was much more frequent. TDI was considered highly lethal, with over 25% of patients in cardiac arrest on arrival. Our unique independent predictors were CT, severe concomitant abdominal injury, and severe concomitant upper extremity injury. These findings may help in the management of TDI in countries with less common penetrating trauma.</p>","PeriodicalId":13967,"journal":{"name":"International Journal of Emergency Medicine","volume":"18 1","pages":"23"},"PeriodicalIF":2.0,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11817612/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143398987","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}
引用次数: 0
A hidden danger: lung abscess following inhalation of kerosene-based pyrethroid insecticide spray.
IF 2 Q2 EMERGENCY MEDICINE Pub Date : 2025-02-11 DOI: 10.1186/s12245-025-00829-z
Kohei Ofune, Tomoya Hirose, Hiroki Kai, Yoshinori Yokono, Ryosuke Takegawa, Jun Oda

Background: Pyrethroid insecticides are widely used because of their low toxicity in humans. Spray-type pyrethroids are often formulated with kerosene as a carrier solvent, and inhalation of kerosene-containing products can lead to pneumonitis and the formation of lung abscesses. We report a case of chemical pneumonitis resulting in the development of a lung abscess due to the intentional inhalation of pyrethroids.

Case presentation: A man in his 50s in a psychiatric hospital for transient psychotic disorder attempted suicide during an overnight leave from the hospital. He drank sodium hypochlorite, put a nylon bag over his head, and sprayed pyrethroid insecticide inside the bag. He was found collapsed and was transported to our emergency room. On arrival, his SpO2 was 100% on O2 at 10 L/min by mask (100% on room air at ambulance arrival), his circulation was stable, and his Glasgow Coma Scale score was 10 (E1V3M6), which improved to 15 (E4V5M6) in about one hour. A chest computed tomography (CT) scan showed ground-glass shading in both lungs. We diagnosed him as having pneumonia and started antimicrobial therapy. On day 13 of hospitalization, we found multifocal hypo-absorptive areas, and a diagnosis of lung abscess was made based on CT imaging, and antimicrobial therapy was continued. During the hospitalization, he expectorated bloody sputum. A contrast chest CT scan obtained on day 71 of hospitalization showed a pseudoaneurysm in the abscess cavity, for which we performed successful transcatheter coil embolization. On day 77, the abscess was shrinking, and he was transferred to another hospital for continued treatment. However, he again had bloody sputum and was transferred back to our hospital on day 113. Another contrast chest CT scan revealed the formation of a new aneurysm, and on day 114, we successfully performed coil embolization again, and he was transferred back to the other hospital on day 116.

Conclusion: Spray-type pyrethroid insecticides contain the organic solvent kerosene. Inhalation of kerosene has been reported in several cases of chemical pneumonitis leading to lung abscess. Clinicians should pay attention to kerosene contained in insecticides and the circumstances under which they are used. Early recognition and aggressive treatment can likely prevent severe outcomes.

{"title":"A hidden danger: lung abscess following inhalation of kerosene-based pyrethroid insecticide spray.","authors":"Kohei Ofune, Tomoya Hirose, Hiroki Kai, Yoshinori Yokono, Ryosuke Takegawa, Jun Oda","doi":"10.1186/s12245-025-00829-z","DOIUrl":"10.1186/s12245-025-00829-z","url":null,"abstract":"<p><strong>Background: </strong>Pyrethroid insecticides are widely used because of their low toxicity in humans. Spray-type pyrethroids are often formulated with kerosene as a carrier solvent, and inhalation of kerosene-containing products can lead to pneumonitis and the formation of lung abscesses. We report a case of chemical pneumonitis resulting in the development of a lung abscess due to the intentional inhalation of pyrethroids.</p><p><strong>Case presentation: </strong>A man in his 50s in a psychiatric hospital for transient psychotic disorder attempted suicide during an overnight leave from the hospital. He drank sodium hypochlorite, put a nylon bag over his head, and sprayed pyrethroid insecticide inside the bag. He was found collapsed and was transported to our emergency room. On arrival, his SpO<sub>2</sub> was 100% on O<sub>2</sub> at 10 L/min by mask (100% on room air at ambulance arrival), his circulation was stable, and his Glasgow Coma Scale score was 10 (E1V3M6), which improved to 15 (E4V5M6) in about one hour. A chest computed tomography (CT) scan showed ground-glass shading in both lungs. We diagnosed him as having pneumonia and started antimicrobial therapy. On day 13 of hospitalization, we found multifocal hypo-absorptive areas, and a diagnosis of lung abscess was made based on CT imaging, and antimicrobial therapy was continued. During the hospitalization, he expectorated bloody sputum. A contrast chest CT scan obtained on day 71 of hospitalization showed a pseudoaneurysm in the abscess cavity, for which we performed successful transcatheter coil embolization. On day 77, the abscess was shrinking, and he was transferred to another hospital for continued treatment. However, he again had bloody sputum and was transferred back to our hospital on day 113. Another contrast chest CT scan revealed the formation of a new aneurysm, and on day 114, we successfully performed coil embolization again, and he was transferred back to the other hospital on day 116.</p><p><strong>Conclusion: </strong>Spray-type pyrethroid insecticides contain the organic solvent kerosene. Inhalation of kerosene has been reported in several cases of chemical pneumonitis leading to lung abscess. Clinicians should pay attention to kerosene contained in insecticides and the circumstances under which they are used. Early recognition and aggressive treatment can likely prevent severe outcomes.</p>","PeriodicalId":13967,"journal":{"name":"International Journal of Emergency Medicine","volume":"18 1","pages":"24"},"PeriodicalIF":2.0,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11818300/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143398468","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}
引用次数: 0
Primary diagnosis of atrioventricular pseudo-block in a neonate with definitive diagnosis of long QT syndrome: diagnostic considerations and therapeutic approaches.
IF 2 Q2 EMERGENCY MEDICINE Pub Date : 2025-02-11 DOI: 10.1186/s12245-025-00827-1
Mohammadrafie Khorgami, Fatemeh Naderi, Samira Kalayinia

Introduction: Long QT syndrome (LQTS) is a potentially lethal medical condition that might never be diagnosed and cause sudden cardiac death. It is mainly caused by mutation in electrolyte transporter genes. Due to the significant difference in the treatment approach of heart block and other rhythm disorders that mimic this condition, it is necessary to discriminate these conditions. The occurrence of pseudo-block in electrocardiography features but without disturbance in the function of the conduction system can mask the definite diagnosis of the real underlying disorder, and this issue leads to the selection of an unfavorable treatment protocol and sometimes the sudden death of the patient.

Case presentation: We described an infant who showed evidence of atrioventricular (AV) block in initial electrocardiography (ECG) on his first day, but in further evaluations, the final diagnosis of LQTS was raised. The patient recovered after performing the treatment protocol, which included Mexiletine and beta-blockers. After the genetic test of the parents and the patient, it was determined that a defective allele of the gene had caused the condition.

Conclusion: Our report shows the importance of timely differentiation between heart block and LQTS in neonates and choosing the correct treatment approach to faster patient recovery and prevent sudden death.

Clinical key message: Primary diagnosis of LQTS in neonates might not be a straightforward process due to resembling AV pseudo-block and can cause misleading diagnosis and treatment. Long QT syndrome has several nonspecific presentations. They might be asymptomatic until adulthood and be diagnosed after sudden cardiac death. Preventive measures such as timely initiation of medications, ICD or PPM implantation, and continuous observation by caregivers are the mainstay of survival and quality of life improvement.

{"title":"Primary diagnosis of atrioventricular pseudo-block in a neonate with definitive diagnosis of long QT syndrome: diagnostic considerations and therapeutic approaches.","authors":"Mohammadrafie Khorgami, Fatemeh Naderi, Samira Kalayinia","doi":"10.1186/s12245-025-00827-1","DOIUrl":"10.1186/s12245-025-00827-1","url":null,"abstract":"<p><strong>Introduction: </strong>Long QT syndrome (LQTS) is a potentially lethal medical condition that might never be diagnosed and cause sudden cardiac death. It is mainly caused by mutation in electrolyte transporter genes. Due to the significant difference in the treatment approach of heart block and other rhythm disorders that mimic this condition, it is necessary to discriminate these conditions. The occurrence of pseudo-block in electrocardiography features but without disturbance in the function of the conduction system can mask the definite diagnosis of the real underlying disorder, and this issue leads to the selection of an unfavorable treatment protocol and sometimes the sudden death of the patient.</p><p><strong>Case presentation: </strong>We described an infant who showed evidence of atrioventricular (AV) block in initial electrocardiography (ECG) on his first day, but in further evaluations, the final diagnosis of LQTS was raised. The patient recovered after performing the treatment protocol, which included Mexiletine and beta-blockers. After the genetic test of the parents and the patient, it was determined that a defective allele of the gene had caused the condition.</p><p><strong>Conclusion: </strong>Our report shows the importance of timely differentiation between heart block and LQTS in neonates and choosing the correct treatment approach to faster patient recovery and prevent sudden death.</p><p><strong>Clinical key message: </strong>Primary diagnosis of LQTS in neonates might not be a straightforward process due to resembling AV pseudo-block and can cause misleading diagnosis and treatment. Long QT syndrome has several nonspecific presentations. They might be asymptomatic until adulthood and be diagnosed after sudden cardiac death. Preventive measures such as timely initiation of medications, ICD or PPM implantation, and continuous observation by caregivers are the mainstay of survival and quality of life improvement.</p>","PeriodicalId":13967,"journal":{"name":"International Journal of Emergency Medicine","volume":"18 1","pages":"22"},"PeriodicalIF":2.0,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11812141/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143390821","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}
引用次数: 0
Artificial intelligence in gynecologic and obstetric emergencies.
IF 2 Q2 EMERGENCY MEDICINE Pub Date : 2025-02-10 DOI: 10.1186/s12245-025-00820-8
Hassan M Elbiss, Fikri M Abu-Zidan

Background: Artificial intelligence (AI) uses a process by which machines perform human-like functions such as automated clinical decisions. This may operate efficiently in gynecologic and obstetric emergencies. We aimed to review the role and applications of AI in gynecologic and obstetric emergencies.

Methods: A literature search was carried out in November 2023 in PubMed, Cochrane Library and Google Scholar using the keywords combination of "artificial intelligence, gynecology and obstetrics". Relevant articles were selected and read. Reference lists of the selected articles were also searched.

Results: The literature demonstrated the role of AI to improve healthcare in emergency settings in several aspects such as diagnostic imaging, improving predictions in emergencies, and improving planning and resource allocation for emergency services. AI works objectively, overcoming human biases in decision-making. Creating interconnected data registries for AI will likely enhance its performance. Validation research in emergency settings has shown that AI-prediction tools perform more accurately compared with the estimation of risk and outcomes by gynecologists and obstetricians in emergency situations including endometriosis and acute abdominal pain. There was acceptance of AI and its potential benefits. Ethical dilemmas of using AI include data governance, responsibility for errors, and security issues. Providing training on AI to healthcare professionals working in emergency departments is needed.

Conclusions: Healthcare professionals should educate themselves about the anticipated role of AI in gynecologic and obstetric emergencies, its indications, limitations, and ethical considerations so that they can take steps towards its application in their future practice using defined guidelines.

{"title":"Artificial intelligence in gynecologic and obstetric emergencies.","authors":"Hassan M Elbiss, Fikri M Abu-Zidan","doi":"10.1186/s12245-025-00820-8","DOIUrl":"10.1186/s12245-025-00820-8","url":null,"abstract":"<p><strong>Background: </strong>Artificial intelligence (AI) uses a process by which machines perform human-like functions such as automated clinical decisions. This may operate efficiently in gynecologic and obstetric emergencies. We aimed to review the role and applications of AI in gynecologic and obstetric emergencies.</p><p><strong>Methods: </strong>A literature search was carried out in November 2023 in PubMed, Cochrane Library and Google Scholar using the keywords combination of \"artificial intelligence, gynecology and obstetrics\". Relevant articles were selected and read. Reference lists of the selected articles were also searched.</p><p><strong>Results: </strong>The literature demonstrated the role of AI to improve healthcare in emergency settings in several aspects such as diagnostic imaging, improving predictions in emergencies, and improving planning and resource allocation for emergency services. AI works objectively, overcoming human biases in decision-making. Creating interconnected data registries for AI will likely enhance its performance. Validation research in emergency settings has shown that AI-prediction tools perform more accurately compared with the estimation of risk and outcomes by gynecologists and obstetricians in emergency situations including endometriosis and acute abdominal pain. There was acceptance of AI and its potential benefits. Ethical dilemmas of using AI include data governance, responsibility for errors, and security issues. Providing training on AI to healthcare professionals working in emergency departments is needed.</p><p><strong>Conclusions: </strong>Healthcare professionals should educate themselves about the anticipated role of AI in gynecologic and obstetric emergencies, its indications, limitations, and ethical considerations so that they can take steps towards its application in their future practice using defined guidelines.</p>","PeriodicalId":13967,"journal":{"name":"International Journal of Emergency Medicine","volume":"18 1","pages":"20"},"PeriodicalIF":2.0,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11808947/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143382217","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}
引用次数: 0
Precision education - a call to action to transform medical education.
IF 2 Q2 EMERGENCY MEDICINE Pub Date : 2025-02-10 DOI: 10.1186/s12245-025-00819-1
Wendy C Coates

Background: Institutions, departments, and individuals are increasingly facing challenges to determine how to enable their learners to acquire and curate rapidly changing knowledge and to foster the creation of lifelong learners in this information-rich digital era.

Methods: Much like the Precision Medicine initiative of 2015, in which diagnostic, treatment, and preventive care target individual patients based on their genetic and environmental profiles, educators can use the same principles to create a model of "Precision Education."

Results: In this model, future facing individualizable educational infrastructure can consider innate qualities, learning style, behavior, environment, prior experience, expertise, and assessments.

Conclusion: Educators can utilize Artificial Intelligence, the Master Adaptive Learner model, and key components of Competency Based Medical Education to transform the evolution of Health Professions Education to meet the individual and systemic needs of tomorrow's learners, educators, and institutions to improve educational and clinical outcomes.

{"title":"Precision education - a call to action to transform medical education.","authors":"Wendy C Coates","doi":"10.1186/s12245-025-00819-1","DOIUrl":"10.1186/s12245-025-00819-1","url":null,"abstract":"<p><strong>Background: </strong>Institutions, departments, and individuals are increasingly facing challenges to determine how to enable their learners to acquire and curate rapidly changing knowledge and to foster the creation of lifelong learners in this information-rich digital era.</p><p><strong>Methods: </strong>Much like the Precision Medicine initiative of 2015, in which diagnostic, treatment, and preventive care target individual patients based on their genetic and environmental profiles, educators can use the same principles to create a model of \"Precision Education.\"</p><p><strong>Results: </strong>In this model, future facing individualizable educational infrastructure can consider innate qualities, learning style, behavior, environment, prior experience, expertise, and assessments.</p><p><strong>Conclusion: </strong>Educators can utilize Artificial Intelligence, the Master Adaptive Learner model, and key components of Competency Based Medical Education to transform the evolution of Health Professions Education to meet the individual and systemic needs of tomorrow's learners, educators, and institutions to improve educational and clinical outcomes.</p>","PeriodicalId":13967,"journal":{"name":"International Journal of Emergency Medicine","volume":"18 1","pages":"21"},"PeriodicalIF":2.0,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11809079/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143382290","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}
引用次数: 0
Oakland score to identify low-risk patients with lower gastrointestinal bleeding performs well among emergency department patients.
IF 2 Q2 EMERGENCY MEDICINE Pub Date : 2025-02-03 DOI: 10.1186/s12245-025-00815-5
Daniel D DiLena, Sean C Bouvet, Madeline J Somers, Maqdooda A Merchant, Theodore R Levin, Adina S Rauchwerger, Dana R Sax

Background: The Oakland Score predicts risk of 30-day adverse events among hospitalized patients with lower gastrointestinal bleeding (LGIB) possibly identifying patients who may be safe for discharge. The Oakland Score has not been studied among emergency department (ED) patients with LGIB. The Oakland Score composite outcome includes re-bleeding, defined as additional blood transfusion requirements and/or a further decrease in hematocrit (Hct) >/= 20% after 24 h in clinical stability; red blood cell transfusion; therapeutic intervention to control bleeding, including surgery, mesenteric embolization, or endoscopic hemostasis; in-hospital death, all cause; and re-admission with further LGIB within 28 days. Prediction variables include age, sex, previous LGIB admission, systolic blood pressure, heart rate, and hemoglobin concentration, and scores range from 0 to 35 points, with higher scores indicating greater risk.

Methods: Retrospective cohort study of adult (≥ 18 years old) patients with a primary ED diagnosis of LGIB across 21 EDs from March 1st, 2018, through March 1st, 2020. We excluded patients who were more likely to have upper gastrointestinal bleeding (esophago-gastroduodenoscopy without LGIB evaluation), patients who left against medical advice or prior to ED provider evaluation, ED patients without active health plan membership, and patients with incomplete Oakland Score variables. We assessed predictive accuracy by reporting the area under the receiver operator curve (AUROC) and sensitivity, specificity, positive and negative predictive values, and positive and negative likelihood ratios at multiple clinically relevant thresholds.

Results: We identified 8,283 patients with LGIB, 52% were female, mean age was 68, 49% were non-White, and 27% had an adverse event. The AUROC for predicting an adverse event was 0.85 (95% CI 0.84-0.86). There were 1,358 patients with an Oakland Score of

Conclusion: The Oakland Score had high predictive accuracy among ED patients with LGIB. Prospective evaluation is needed to understand if the risk score could augment ED decision-making and improve outcomes and resource utilization.

{"title":"Oakland score to identify low-risk patients with lower gastrointestinal bleeding performs well among emergency department patients.","authors":"Daniel D DiLena, Sean C Bouvet, Madeline J Somers, Maqdooda A Merchant, Theodore R Levin, Adina S Rauchwerger, Dana R Sax","doi":"10.1186/s12245-025-00815-5","DOIUrl":"10.1186/s12245-025-00815-5","url":null,"abstract":"<p><strong>Background: </strong>The Oakland Score predicts risk of 30-day adverse events among hospitalized patients with lower gastrointestinal bleeding (LGIB) possibly identifying patients who may be safe for discharge. The Oakland Score has not been studied among emergency department (ED) patients with LGIB. The Oakland Score composite outcome includes re-bleeding, defined as additional blood transfusion requirements and/or a further decrease in hematocrit (Hct) >/= 20% after 24 h in clinical stability; red blood cell transfusion; therapeutic intervention to control bleeding, including surgery, mesenteric embolization, or endoscopic hemostasis; in-hospital death, all cause; and re-admission with further LGIB within 28 days. Prediction variables include age, sex, previous LGIB admission, systolic blood pressure, heart rate, and hemoglobin concentration, and scores range from 0 to 35 points, with higher scores indicating greater risk.</p><p><strong>Methods: </strong>Retrospective cohort study of adult (≥ 18 years old) patients with a primary ED diagnosis of LGIB across 21 EDs from March 1st, 2018, through March 1st, 2020. We excluded patients who were more likely to have upper gastrointestinal bleeding (esophago-gastroduodenoscopy without LGIB evaluation), patients who left against medical advice or prior to ED provider evaluation, ED patients without active health plan membership, and patients with incomplete Oakland Score variables. We assessed predictive accuracy by reporting the area under the receiver operator curve (AUROC) and sensitivity, specificity, positive and negative predictive values, and positive and negative likelihood ratios at multiple clinically relevant thresholds.</p><p><strong>Results: </strong>We identified 8,283 patients with LGIB, 52% were female, mean age was 68, 49% were non-White, and 27% had an adverse event. The AUROC for predicting an adverse event was 0.85 (95% CI 0.84-0.86). There were 1,358 patients with an Oakland Score of </=8; 4.9% had an adverse event, and sensitivity of the Oakland Score at this threshold was 97% (95% CI 96%-98%).</p><p><strong>Conclusion: </strong>The Oakland Score had high predictive accuracy among ED patients with LGIB. Prospective evaluation is needed to understand if the risk score could augment ED decision-making and improve outcomes and resource utilization.</p>","PeriodicalId":13967,"journal":{"name":"International Journal of Emergency Medicine","volume":"18 1","pages":"19"},"PeriodicalIF":2.0,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11792187/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143122758","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}
引用次数: 0
Emergency department crowding in the Netherlands; evaluation of a real-time ambulance diversion dashboard. 荷兰急诊科拥挤状况;实时救护车分流仪表板的评估。
IF 2 Q2 EMERGENCY MEDICINE Pub Date : 2025-01-21 DOI: 10.1186/s12245-024-00784-1
E C M Baan-Kooman, S Mol, M C van der Linden, M I Gaakeer, V A de Ridder

Background: Emergency department (ED) crowding is a growing concern worldwide and associated with negative effects. In 2013, 68% of Dutch ED-managers experienced crowding on several days of the week. This resulted into the introduction in phases of an ambulance diversion dashboard, in order to influence ED input. Increasing numbers of Dutch EDs have implemented this dashboard, visualizing regional ambulance diversions by means of a traffic light.

Methods: This is a descriptive study of a nationwide online survey of Dutch EDs, conducted between January and October 2023. It included both qualitative and quantitative questions. The outcomes and analysis are derived from descriptive data of respondents' experience of crowding as well as their usage and perceived effectiveness of the ambulance diversions dashboard.

Results: At the time of the survey, 62 of 82 Dutch EDs (75.6%) actually used the dashboard, of which 56 EDs responded (90.3% response rate). 69.7% Of ED managers experienced ED crowding more than three times a week. Of the respondents using the dashboard, 52.8% reported it only occasionally alleviates ED inflow. The purported reasons are the limited number of patients affected by the red light (ambulance diversion) and the presence of regional crowding. The effects of the orange light (impending ambulance diversion) on ED input differ greatly among hospitals, mostly due to their own internal agreements. In accordance, many respondents (53.6%) expressed dissatisfaction with the resources available to them to alleviate crowding.

Conclusion: After conducting a national survey, ED crowding is reported as a persisting nationwide problem with its prevalence largely unchanged since the introduction of the ambulance diversion dashboard. Most hospitals reported having insufficient resources to alleviate it. The effects of the ambulance diversion dashboard to decrease crowding are apparently limited because it affects a small portion of total ED presentations and because of the influence of regional crowding. The main function of the orange light is to increase ED throughput and output rather than reducing ED input.

背景:急诊科(ED)拥挤是世界范围内日益关注的问题,并与负面影响有关。2013年,68%的荷兰ed经理一周中有几天会遇到人满为患的情况。这导致了救护车分流仪表板的引入,以影响急诊科的输入。越来越多的荷兰急诊室已经实施了这个仪表盘,通过红绿灯来可视化区域救护车改道。方法:这是一项描述性研究,在2023年1月至10月期间对荷兰ed进行了全国性的在线调查。它包括定性和定量问题。结果和分析来自于受访者拥挤体验的描述性数据,以及他们对救护车改道仪表板的使用和感知有效性。结果:在调查期间,82名荷兰ed中有62名(75.6%)实际使用了仪表板,其中56名ed做出了回应(回复率为90.3%)。69.7%的急诊科经理每周经历三次以上的急诊科拥挤。在使用仪表板的受访者中,52.8%的人表示它只是偶尔缓解ED流入。据称的原因是受红灯影响的病人数量有限(救护车转移)和区域拥挤的存在。橙灯(即将到来的救护车分流)对急诊室投入的影响在医院之间差异很大,主要是由于他们自己的内部协议。与此同时,许多受访者(53.6%)对可用于缓解拥挤的资源表示不满。结论:在进行了一项全国调查后,据报道,急诊科拥挤是一个持续存在的全国性问题,自引入救护车分流仪表板以来,其患病率基本上没有改变。大多数医院报告说,没有足够的资源来缓解这种情况。救护车分流仪表盘对减少拥挤的作用显然是有限的,因为它只影响了一小部分ED的总表现,而且由于区域拥挤的影响。橙灯的主要功能是增加ED的吞吐量和输出,而不是减少ED的输入。
{"title":"Emergency department crowding in the Netherlands; evaluation of a real-time ambulance diversion dashboard.","authors":"E C M Baan-Kooman, S Mol, M C van der Linden, M I Gaakeer, V A de Ridder","doi":"10.1186/s12245-024-00784-1","DOIUrl":"10.1186/s12245-024-00784-1","url":null,"abstract":"<p><strong>Background: </strong>Emergency department (ED) crowding is a growing concern worldwide and associated with negative effects. In 2013, 68% of Dutch ED-managers experienced crowding on several days of the week. This resulted into the introduction in phases of an ambulance diversion dashboard, in order to influence ED input. Increasing numbers of Dutch EDs have implemented this dashboard, visualizing regional ambulance diversions by means of a traffic light.</p><p><strong>Methods: </strong>This is a descriptive study of a nationwide online survey of Dutch EDs, conducted between January and October 2023. It included both qualitative and quantitative questions. The outcomes and analysis are derived from descriptive data of respondents' experience of crowding as well as their usage and perceived effectiveness of the ambulance diversions dashboard.</p><p><strong>Results: </strong>At the time of the survey, 62 of 82 Dutch EDs (75.6%) actually used the dashboard, of which 56 EDs responded (90.3% response rate). 69.7% Of ED managers experienced ED crowding more than three times a week. Of the respondents using the dashboard, 52.8% reported it only occasionally alleviates ED inflow. The purported reasons are the limited number of patients affected by the red light (ambulance diversion) and the presence of regional crowding. The effects of the orange light (impending ambulance diversion) on ED input differ greatly among hospitals, mostly due to their own internal agreements. In accordance, many respondents (53.6%) expressed dissatisfaction with the resources available to them to alleviate crowding.</p><p><strong>Conclusion: </strong>After conducting a national survey, ED crowding is reported as a persisting nationwide problem with its prevalence largely unchanged since the introduction of the ambulance diversion dashboard. Most hospitals reported having insufficient resources to alleviate it. The effects of the ambulance diversion dashboard to decrease crowding are apparently limited because it affects a small portion of total ED presentations and because of the influence of regional crowding. The main function of the orange light is to increase ED throughput and output rather than reducing ED input.</p>","PeriodicalId":13967,"journal":{"name":"International Journal of Emergency Medicine","volume":"18 1","pages":"18"},"PeriodicalIF":2.0,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11753112/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143005011","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}
引用次数: 0
Retrospective analysis of trauma patients transported by dispatch monitored type B ambulances to Dhulikhel Hospital, Kavre, Nepal, 2019-2023. 2019-2023年尼泊尔Kavre Dhulikhel医院调度监测B型救护车运送创伤患者的回顾性分析
IF 2 Q2 EMERGENCY MEDICINE Pub Date : 2025-01-17 DOI: 10.1186/s12245-024-00773-4
Maxwell L Mantych, Shiva Neupane, Machchendra Sapkota, Laura D Cassidy, Sarah C Young, Ronald Anguzu, Samjhana Basnet

Background: Timely emergency medical services (EMS) are particularly important among trauma patients, as inefficient EMS systems can result in potentially avoidable death before reaching a hospital. The Dhulikhel Hospital Dispatch Center coordinates and monitors a growing network of ambulances, including seven Type B ambulances staffed with a trained prehospital care provider and medical equipment. This study evaluates the prehospital care and outcomes of trauma patients transported by Type B ambulances to Dhulikhel Hospital's Emergency Department, as monitored by the Dispatch Center.

Methods: Data were collected via a retrospective chart review of Dispatch Center records, including patient demographics, injury mechanisms, prehospital care, and outcomes. Patients were included if they experienced physical trauma and were transported by a Type B ambulance to Dhulikhel Hospital's Emergency Department between 2019 and 2023.

Results: Between 2019 and 2023, 224 trauma patients were transported to the hospital and received prehospital care services from Type B ambulances monitored by the Dispatch Center. Most patients were male (59%), and nearly half were aged 18-44 (49%). The median total transport time for Dhulikhel Hospital-owned Type B ambulances was 40 min. Type B ambulances reached patients across 24 municipalities (88% in Kavrepalanchowk and Sindupalchowk districts). Falls (55%) and road traffic accidents (30%) were the most common injury mechanisms, followed by physical assault (7%). Falls were significantly associated with female, pediatric, and geriatric patients (p < 0.05), while road traffic accidents predominated among males, particularly in adults aged 25-34 years (p < 0.05). Approximately one-third of patients admitted to the hospital after evaluation in the emergency department experienced multiple injuries, and the most prevalent diagnosis of admitted cases were extremity fractures (52%).

Conclusion: Trauma cases accounted for 15% (227/1541) of all patients who received transport and prehospital care services from a Type B ambulance monitored by the Dispatch Center between 2019 and 2023. This study demonstrates the critical role of Type B ambulances and an integrated dispatch center in advancing timely and efficient prehospital care for trauma patients in Nepal.

背景:及时的紧急医疗服务(EMS)在创伤患者中尤为重要,因为低效的EMS系统可能导致在到达医院之前本可避免的死亡。杜利克尔医院调度中心协调和监测不断扩大的救护车网络,其中包括7辆B型救护车,配备训练有素的院前护理人员和医疗设备。本研究评估了B型救护车运送到Dhulikhel医院急诊科的创伤患者的院前护理和结果,并由调度中心监测。方法:通过调度中心记录的回顾性图表收集数据,包括患者人口统计、损伤机制、院前护理和结果。如果患者经历了身体创伤,并在2019年至2023年期间被B型救护车送往杜利赫勒医院的急诊科,则纳入其中。结果:2019年至2023年,224名创伤患者被送往医院,并接受了调度中心监测的B型救护车的院前护理服务。大多数患者为男性(59%),近一半的患者年龄在18-44岁(49%)。Dhulikhel医院拥有的B型救护车的总运输时间中位数为40分钟。B型救护车为24个市的病人提供服务(88%在kavrepalanchwk和Sindupalchowk区)。跌倒(55%)和道路交通事故(30%)是最常见的伤害机制,其次是人身攻击(7%)。跌倒与女性、儿科和老年患者显著相关(p结论:在2019年至2023年期间,在调度中心监测的B型救护车上接受运输和院前护理服务的所有患者中,创伤病例占15%(227/1541)。本研究证明了B型救护车和综合调度中心在促进尼泊尔创伤患者及时有效的院前护理方面的关键作用。
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引用次数: 0
A case of stroke as a unique sign of subclinical infective endocarditis by Abiotrophia defectiva: a case report. 脑卒中作为亚临床感染性心内膜炎无营养缺陷的独特征象:1例报告。
IF 2 Q2 EMERGENCY MEDICINE Pub Date : 2025-01-17 DOI: 10.1186/s12245-025-00814-6
Silvia Puxeddu, Valeria Virdis, Daniele Sacco, Mario Depau, Alessandro M Atzei, Lorella Pisano, Marcello Di Rosa, Stefania Vacquer, Giorgio Accardi, Emiliano M Cirio, Aldo Manzin, Cristiana Marinelli, Fabrizio Angius

Purpose: Here we describe a patient admitted for a stroke that was unexpectedly correlated with subclinical infective endocarditis attributable to a rarely opportunistic pathogen, Abiotrophia defectiva.

Case report: A 75-year-old man presented with a stroke. Transesophageal echocardiography suggested vegetation on all aortic valve cusps, despite the absence of clinical or laboratory signs of infection. Surprisingly, three sets of blood cultures collected without fever were positive for A. defectiva. Although the patient did not exhibit classic signs of infection during hospitalization, the severity of the valve condition necessitated replacement with a bioprosthesis.

Conclusions: This clinical case underscores the importance of investigating the infective origin of endocarditis, even in the absence of clinical or laboratory evidence. Physicians should maintain a high level of suspicion, especially in patients with highly suggestive anamnestic characteristics.

目的:在这里,我们描述了一位因中风入院的患者,出乎意料地与亚临床感染性心内膜炎相关,这是一种罕见的机会性病原体,无营养缺陷。病例报告:一名75岁男子出现中风。经食管超声心动图提示所有主动脉瓣尖赘生物,尽管没有临床或实验室感染征象。令人惊讶的是,在没有发烧的情况下采集的三组血液培养对缺陷单胞杆菌呈阳性反应。虽然患者在住院期间没有表现出典型的感染症状,但瓣膜状况的严重性需要用生物假体进行更换。结论:这一临床病例强调了调查心内膜炎感染来源的重要性,即使在缺乏临床或实验室证据的情况下。医生应保持高度的怀疑,特别是对具有高度暗示性遗忘特征的患者。
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引用次数: 0
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International Journal of Emergency Medicine
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