ChatGPT's Performance in Cardiac Arrest and Bradycardia Simulations Using the American Heart Association's Advanced Cardiovascular Life Support Guidelines: Exploratory Study.

BACKGROUND: ChatGPT is the most advanced large language model to date, with prior iterations having passed medical licensing examinations, providing clinical decision support, and improved diagnostics. Although limited, past studies of ChatGPT's performance found that artificial intelligence could pass the American Heart Association's advanced cardiovascular life support (ACLS) examinations with modifications. ChatGPT's accuracy has not been studied in more complex clinical scenarios. As heart disease and cardiac arrest remain leading causes of morbidity and mortality in the United States, finding technologies that help increase adherence to ACLS algorithms, which improves survival outcomes, is critical. OBJECTIVE: This study aims to examine the accuracy of ChatGPT in following ACLS guidelines for bradycardia and cardiac arrest. METHODS: We evaluated the accuracy of ChatGPT's responses to 2 simulations based on the 2020 American Heart Association ACLS guidelines with 3 primary outcomes of interest: the mean individual step accuracy, the accuracy score per simulation attempt, and the accuracy score for each algorithm. For each simulation step, ChatGPT was scored for correctness (1 point) or incorrectness (0 points). Each simulation was conducted 20 times. RESULTS: ChatGPT's median accuracy for each step was 85% (IQR 40%-100%) for cardiac arrest and 30% (IQR 13%-81%) for bradycardia. ChatGPT's median accuracy over 20 simulation attempts for cardiac arrest was 69% (IQR 67%-74%) and for bradycardia was 42% (IQR 33%-50%). We found that ChatGPT's outputs varied despite consistent input, the same actions were persistently missed, repetitive overemphasis hindered guidance, and erroneous medication information was presented. CONCLUSIONS: This study highlights the need for consistent and reliable guidance to prevent potential medical errors and optimize the application of ChatGPT to enhance its reliability and effectiveness in clinical practice.

Impact of Student Pharmacist State Anxiety on Vasopressor Calculation Accuracy in Advanced Cardiac Life Support Simulations.

OBJECTIVE: To assess the impact of student pharmacist state anxiety on vasopressor calculation accuracy in advanced cardiac life support (ACLS) simulations. METHODS: Third-year professional students participated in 2 ACLS-related simulation laboratory sessions. In week 1, students completed 3 calculations at their workstation with no stressors. Students were then randomized into teams for a bedside simulation where they independently completed 3 additional calculations either with or without stressors. Team assignments were maintained for week 2 where all participants completed a high-fidelity ACLS simulation that included a team vasopressor calculation. At both encounters, calculation accuracy was assessed as well as pre- and post-state anxiety using the Spielberger State-Trait Anxiety Inventory (STAI) survey tool. RESULTS: Students' (N = 145) trait anxiety aligned with normative data for similarly aged professional students. Post-simulation state anxiety in week 1 was found to be higher for those completing the activity with stressors than without (STAI score 44.7 vs 36.9) paired with lower bedside calculation accuracy, despite similar initial workstation calculation accuracy. In week 2, pre-simulation state anxiety score and calculation accuracy were not significantly different between the 2 groups. However, the state anxiety score significantly increased post-simulation for those exposed to stress in the previous week. CONCLUSION: Stress negatively impacted student pharmacist vasopressor calculation accuracy. However, the repeated exposure to a stressed simulation did not result in a significant difference in pre- or post-simulation state anxiety score or calculation accuracy when compared to a non-stressed control. Consideration should be made whether to include more "real-life" simulations in student pharmacist education.

Long-Term Retention of Advanced Cardiovascular Life Support Knowledge and Confidence in Doctor of Pharmacy Students.

OBJECTIVE: This study aimed to evaluate the impact of American Heart Association (AHA) advanced cardiovascular life support (ACLS) education and training on long-term retention of ACLS knowledge and confidence in Doctor of Pharmacy (PharmD) students. METHODS: This multicenter study included PharmD students who received ACLS training through different means: 1-hour didactic lecture (didactic), 1-hour didactic lecture with 2-hour skills practice (didactic + skills), and comprehensive AHA ACLS certification through an elective course (elective-certification). Students completed a survey before training, immediately after training, and at least 6-12 months after training to assess demographics and ACLS confidence and knowledge. The primary outcome was a passing score, defined as ≥ 84% on the long-term knowledge assessment. Secondary outcomes included overall knowledge score and perceived confidence, assessed using the Dreyfus model. RESULTS: The long-term assessment was completed by 160 students in the didactic group, 66 in the didactic + skills group, and 62 in the elective-certification group. Six (4%), 8 (12%), and 14 (23%) received a passing score on the long-term knowledge assessment in the didactic, didactic + skills, and elective-certification groups, respectively. The median (IQR) scores on the long-term knowledge assessment were 50% (40-60), 60% (50-70), and 65% (40-80) in the 3 groups. On the long-term assessment, confidence was higher in the elective-certification group, demonstrated by more self-ratings of competent, proficient, and expert, and fewer self-ratings of novice and advanced beginner. CONCLUSION: Long-term retention of ACLS knowledge was low in all groups, but was higher in students who received AHA ACLS certification through an ACLS elective course.

Realistic simulation and medical students' performance in the Advanced Cardiac Life Support course: a comparative study.

Clinical practice has benefited from new methodologies such as realistic simulation (RS). RS involves recreating lifelike scenarios to more accurately reflect real clinical practice, enhancing learners' skills and decision-making within controlled environments, and experiencing remarkable growth in medical education. However, RS requires substantial financial investments and infrastructure. Hence, it is essential to determine the effectiveness of RS in the development of skills among medical students, which will improve the allocation of resources while optimizing learning. This cross-sectional study was carried out in the simulation laboratory of a medical school, and the performance of students who underwent two different curriculum matrices (without RS and with RS, from 2021 to 2022) in the Advanced Cardiac Life Support (ACLS) course was compared. This test was chosen considering that the competencies involved in cardiac life support are essential, regardless of the medical specialty, and that ACLS is a set of life-saving protocols used worldwide. We observed that the impact of RS can be different for practical abilities when compared with the theoretical ones. There was no correlation between the general academic performance and students' grades reflecting the RS impact. We conclude that RS leads to less remediation and increased competence in practical skills. RS is an important learning strategy that allows repeating, reviewing, and discussing clinical practices without exposing the patient to risks.NEW & NOTEWORTHY Realistic simulation (RS) positively affected the performance of the students differently; it had more influence on practical abilities than theoretical knowledge. No correlation between the general academic performance and grades of the students without RS or with RS was found, providing evidence that RS is an important tool in Advanced Cardiac Life Support education.

The effect of interprofessional simulations on pharmacy and physician assistant students' learning of advanced cardiac life support concepts.

BACKGROUND: The Interprofessional Education Collaborative (IPEC) defined core competencies for IPE in 2011, and use of simulation in interprofessional education (IPE) continues to be developed in prelicensure health education programs. INTERPROFESSIONAL EDUCATION ACTIVITY: In this prospective, observational study, interprofessional student teams addressed reversible causes of cardiac arrest in weekly simulations during an Emergency Medicine course. Each simulation was followed by sequential team debriefs, first regarding the IPEC core competencies of interprofessional communication, teamwork, and roles and responsibilities, and second regarding the patient-related content of the case. DISCUSSION: Twenty-eight pharmacy students and 60 physician assistant students completed the course. A didactic knowledge exam was administered before, immediately after, and 150 days after the course. Both disciplines' exam scores significantly increased from baseline to the end of the course and from baseline to the 150-day follow-up. Students also completed the validated Interprofessional Perceptions Survey before and after the course. Both disciplines demonstrated significant increases in Team Value, Efficiency and Interprofessional Accommodation components. IMPLICATIONS: Participation in this simulation-based course resulted in 150-day retention of advanced cardiovascular life support knowledge and improved interprofessional perceptions in both pharmacy and physician assistant students.

Extracorporeal cardiopulmonary resuscitation: A primer for pharmacists.

PURPOSE: To describe the use of mechanical circulatory support in the setting of cardiac arrest and summarize pharmacists' role in extracorporeal cardiopulmonary resuscitation (ECPR). SUMMARY: ECPR is increasingly used to reduce morbidity and improve mortality after cardiac arrest. ECPR employs venoarterial ECMO, which provides full circulatory perfusion and gas exchange in both adult and pediatric patients in cardiac arrest. After the emergency medicine team identifies potential candidates for ECPR, the ECMO team is consulted. If deemed a candidate for ECPR by the ECMO team, the patient is cannulated during ongoing standard cardiopulmonary resuscitation. A multidisciplinary team of physicians, nurses, perfusionists, pharmacists, and support staff is needed for successful ECPR. Pharmacists play a vital role in advanced cardiac life support (ACLS) prior to cannulation. Pharmacists intervene to make pharmacotherapy recommendations during ACLS, prepare medications, and administer medications as allowed by institutional and state regulations. Pharmacists also provide pharmacotherapy support in the selection of anticoagulation agents, ongoing vasopressor administration during ECMO cannulation, and the optimization of medication selection in the peri-ECPR period. CONCLUSION: With the growing use of ECPR, pharmacists should be aware of their role in medication optimization during ECPR.

A National Survey Assessing the Variability in the Management of Traumatic Cardiac Arrest.

BACKGROUND: Resuscitation of traumatic cardiac arrest (TCA) is variable, with approaches that overlap Advanced Trauma Life Support (ATLS) and Advanced Cardiac Life Support (ACLS) algorithms. There is no standard algorithm for TCA, with some withholding ACLS protocols given abysmal outcomes. This study aims to assess surgeon practices and attitudes toward resuscitation practices in TCA. MATERIALS AND METHODS: A 16-question web-based survey was distributed to the membership of a national trauma association. Respondent demographics and management of TCA were analyzed. Chi-squared tests determined statistical significance. Open-ended responses were coded and analyzed inductively. RESULTS: Two hundred and three surveys were completed. 73.4% of respondents reported utilizing ACLS, while 26.6% reported they never utilized ACLS. A statistically significant difference in the performance of ACLS was found based on number of years in practice (P = .025) and the state of practice (P = .006). There was no significant difference in self-reported survival rates or legal, ethical, or interpersonal conflicts. Qualitative data highlighted themes of interpersonal conflict and futility. DISCUSSION: This study shows that one-quarter of respondents never utilize ACLS in TCA. Of those that utilize ACLS, there was variability in the technique, indication, and duration of resuscitation. Despite significant variability in technique, there appears to be similar survival rates and incidence of conflict. The association between years in practice and ACLS use suggests this may represent an emerging change in practice. The low response rate limits generalizability; however, there is significant variability in practice, highlighting a need for evidence-based guidelines.

Influence of Basic Life Support on Donor Organs in Uncontrolled Donors After Cardiac Death.

BACKGROUND: The aim of this study was to determine whether the application of basic life support (BLS) in patients who have experienced cardiac arrest and are subsequently referred to as uncontrolled asystole donors has any influence on the achievement of organs for subsequent transplantation. METHODS: Demographic data, BLS, cause of death, emergency response times, and organ donations were collected. The analysis of quantitative variables following normal distribution is shown as mean (SD), and Student t distribution was used for comparison purposes. The analysis of variables that did not follow the normal distribution is shown as median (IQR), and Wilcoxon test was applied for comparison purposes. RESULTS: A total of 91 cases of possible uncontrolled donor transfers were analyzed. Basic life support was provided to 61 patients (67.7%), whereas no BLS was provided to 27 patients (23.3%). Of the group that received BLS, 39 (73.6%) were effective donors compared with the non-BLS group, in which 22 (62.9%) were effective donors (P = .28). CONCLUSIONS: We did not find an association between performing BLS compared with non-BLS and organ donation.

Sudden Cardiac Arrests in the Polish Tatra Mountains: A Retrospective Study.

INTRODUCTION: Achieving the optimal survival rate for sudden cardiac arrest in mountains is challenging. The odds of surviving are influenced mainly by distance, response time, and organization of the emergency medical system. The aim of this study was to analyze the epidemiology and outcomes of patients with out-of-hospital cardiac arrest in whom cardiopulmonary resuscitation was performed in the Polish Tatra Mountains. METHODS: This was a retrospective analysis of data on sudden cardiac arrest collected from the database of the Tatra Mountain Rescue Service and local emergency medical system from 2001 to 2021. RESULTS: A total of 74 cases of sudden cardiac arrest were recorded. The mortality rate was 88% (65/74). Return of spontaneous circulation was achieved in 22 (30%) patients. A group of survivors was characterized by more frequent use of an automated external defibrillator (AED) (56% vs 14%, P=0.011), a shorter interval between cardiac arrest and emergency team arrival (12 vs 20 min, P=0.005), and a shorter time to initiation of advanced life support (ALS) (12 vs 22 min, P=0.004). All survivors had a shockable initial rhythm. The majority of survivors (8/9, 89%) had a good or moderate neurological outcome. CONCLUSIONS: This study confirms poor survival rate after sudden cardiac arrest in the mountain area. The use of AED, shockable initial rhythm, and shorter time interval to emergency team arrival and ALS initiation are associated with better outcomes.

Early Extracorporeal CPR for Refractory Out-of-Hospital Cardiac Arrest.

BACKGROUND: Extracorporeal cardiopulmonary resuscitation (CPR) restores perfusion and oxygenation in a patient who does not have spontaneous circulation. The evidence with regard to the effect of extracorporeal CPR on survival with a favorable neurologic outcome in refractory out-of-hospital cardiac arrest is inconclusive. METHODS: In this multicenter, randomized, controlled trial conducted in the Netherlands, we assigned patients with an out-of-hospital cardiac arrest to receive extracorporeal CPR or conventional CPR (standard advanced cardiac life support). Eligible patients were between 18 and 70 years of age, had received bystander CPR, had an initial ventricular arrhythmia, and did not have a return of spontaneous circulation within 15 minutes after CPR had been initiated. The primary outcome was survival with a favorable neurologic outcome, defined as a Cerebral Performance Category score of 1 or 2 (range, 1 to 5, with higher scores indicating more severe disability) at 30 days. Analyses were performed on an intention-to-treat basis. RESULTS: Of the 160 patients who underwent randomization, 70 were assigned to receive extracorporeal CPR and 64 to receive conventional CPR; 26 patients who did not meet the inclusion criteria at hospital admission were excluded. At 30 days, 14 patients (20%) in the extracorporeal-CPR group were alive with a favorable neurologic outcome, as compared with 10 patients (16%) in the conventional-CPR group (odds ratio, 1.4; 95% confidence interval, 0.5 to 3.5; P = 0.52). The number of serious adverse events per patient was similar in the two groups. CONCLUSIONS: In patients with refractory out-of-hospital cardiac arrest, extracorporeal CPR and conventional CPR had similar effects on survival with a favorable neurologic outcome. (Funded by the Netherlands Organization for Health Research and Development and Maquet Cardiopulmonary [Getinge]; INCEPTION ClinicalTrials.gov number, NCT03101787.).

Cardiac Surgery Unit Advanced Life Support Training: A 10-Year Retrospective Study Examining Patient Mortality Outcomes After Implementation.

BACKGROUND: Although the body of knowledge related to Cardiac Surgery Unit Advanced Life Support (CSU-ALS) guideline has grown over the last 10 years, there is no existing literature examining the impact of this training on patient mortality outcomes. OBJECTIVES: This article describes one institution's experience related to patient mortality outcomes following a rigorous training program following the CSU-ALS guideline. Because of the small numbers associated with cardiac arrests after cardiac surgery (0.7%-8%), statistical significance was not a goal. METHODS: A quasi-experimental design was used to compare mortality outcomes before and after CSU-ALS training. One hundred percent of the staff were trained in the initial year, and 85% to 90% of the staff maintained competency in the following years. The author used 10 years of retrospective data to compare mortality rates 4 years before and 6 years after the intervention. RESULTS: The retrospective data showed a decrease in the percentage of failure-to-rescue rate in the intervention group (control 16% vs intervention 2%). Fisher exact testing implies that the observed frequencies were not significantly different from the expected frequencies (P = .072 and P = .135). Because of the small sample size, statistical significance could not be established. DISCUSSION: This institution experienced an extremely positive track record in outcomes despite its inability to prove a statistically significant correlation to the CSU-ALS training. The overall observed and self-reported confidence level of the staff during the study period was outside the project scope but deserves mention and further research.

Sex disparities in prehospital advanced cardiac life support in out-of-hospital cardiac arrests in Japan.

OBJECTIVE: Sex disparities in out-of-hospital cardiac arrest (OHCA) care processes have been reported. This study aimed to investigate the association between sex and prehospital advanced cardiac life support (ACLS) interventions provided by emergency medical services in Japan. METHODS: We analyzed data from January 1, 2013, to December 31, 2020, from the All-Japan Utstein Registry of patients with OHCA aged ≥18 years who were resuscitated by bystanders. The primary outcomes were prehospital ACLS interventions, including advanced airway management (AAM) and epinephrine administration. Sex-based disparities in receiving prehospital ACLS interventions were assessed via multivariable logistic regression analyses. RESULTS: Among 314,460 eligible patients, females with OHCA received fewer prehospital ACLS interventions than males: 83,571/187,834 (44.5%) males vs. 55,086/126,626 (43.5%) females (adjusted odds ratio [AOR] = 0.94, 95% confidence interval [CI] = 0.93-0.96) for AAM and 60,097/187,834 (32.0%) males vs. 35,501/126,626 (28.0%) females (AOR = 0.84, 95% CI = 0.83-0.85) for epinephrine administration. Similar results were also obtained in the subgroup analysis (groups included patients aged 18-74 years and ≥75 years and those with cardiac origin, ventricular fibrillation (VF), non-VF, non-family member witnessed, and family member witnessed). CONCLUSION: Compared with males, females were less likely to receive prehospital ACLS. Emergency medical service staff must be made aware of this disparity, and off-the-job training on intravenous cannulation or AAM replacement must be conducted. Investigation of the impact of sex disparity on OHCA care processes can facilitate planning of future public health policies to improve survival outcomes.

Application of adult prehospital resuscitation rules to pediatric out of hospital cardiac arrest.

BACKGROUND: Prehospital termination of resuscitation (TOR) rules can be recommended for adults with out-of-hospital cardiac arrests (OHCAs). This study aimed to investigate whether adult basic life support (BLS) and advanced life support (ALS) TOR rules can predict neurologically unfavorable one-month outcome for pediatric OHCA patients. METHODS: From a nationwide population-based observational cohort study, we extracted data of consecutive pediatric OHCA patients (0-17 years old) from January 1, 2005, to December 31, 2011. The BLS TOR rule has three criteria, whereas the ALS TOR rule includes two additional criteria. We selected pediatric OHCA patients that met all criteria for each TOR rule and calculated the specificity and positive predictive value (PPV) of each TOR rule for identifying pediatric OHCA patients who did not have neurologically favorable one-month outcome. RESULTS: Of the 12,740 pediatric OHCA patients eligible for the evaluation of the BLS TOR rule, 10,803 patients met the BLS TOR rule, with a specificity of 0.785 and a PPV of 0.987 for predicting a lack of neurologically favorable one-month survival. Of the 2,091 for the ALS TOR rule, 381 patients met the ALS TOR rule, with a specificity of 0.986 and a PPV of 0.997 for predicting neurologically unfavorable one-month outcome. CONCLUSIONS: The adult BLS and ALS TOR rules had a high PPV for predicting pediatric OHCA patients without a neurologically favorable survival at one month after onset.

Effect of a specific training intervention with task interruptions on the quality of simulated advance life support: A randomized multi centered controlled simulation study.

PURPOSE: Task interruptions (TI) are frequent disturbances for emergency professionals performing advanced life support (ALS). The aim of our study was to evaluate a specific training intervention with TI on the quality of simulated ALS. METHODS: During this multi centered randomized controlled trial, each team included one resident, one nurse and one emergency physician. The teams were randomized for the nature of their training session: control (without interruption) or intervention (with TI). The primary outcome was non-technical skills assessed with the TEAM score. We also measured the no flow time, the Cardiff score and chest compression depth and rate. RESULTS: On a total of 21 included teams, 11 were randomized to a control training session and 10 to the specific TI training. During training, teams' characteristics and skills were similar between the two groups. During the evaluation session, the TEAM score was not different between groups: median score for control group 33,5 vs 31,5 for intervention group. We also report similar no flow time and Cardiff score. CONCLUSION: In this simulated ALS study, a specific training intervention with TI did not improve technical and non-technical skills. Further research is required to limit the impact of TI in emergency settings.