EDCritix Daily

Defibrillating the Data

EDCritix scans emergency medicine journals, new papers, selected guideline and consensus updates, and FOAMed resources, then ranks the most clinically useful reads for frontline practice with concise summaries, clinical takeaways, and links to the original source

Five-minute scan

Top clinical signals

#01
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EMJ2 weeks agoEvidence update

Journal update monthly top five

Given the focus on the ARISE FLUIDS trial, consider reassessing the threshold for initiating vasopressors in septic shock patients who are already receiving fluids. The data suggests that moving toward vasopressors sooner, rather than continuing aggressive fluid boluses, might improve outcomes. Remember that this is a high-impact trial, but always correlate these findings with local institutional protocols and the patient's specific hemodynamic profile.

#02
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Annals of Emergency Medicine<1 hour agoGuideline / consensus

Clinical Policy: A Critical Issue Related to Direct Oral Anticoagulants in Adult Patients Presenting to the Emergency Department

When managing acute major bleeding in a patient on a DOAC, the policy suggests that the benefit of using an agent-specific antidote over standard care like PCC is not definitively proven by the current evidence. Therefore, the practical takeaway is to adhere closely to the graded recommendations provided, recognizing that the decision remains complex and context-dependent. Always remember to review the specific guidelines for the agent involved, as the recommendation strength varies.

#03
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Annals of Emergency Medicine<1 hour agoGuideline / consensus

Unscheduled Procedural Sedation Multidisciplinary Delphi Consensus Guidelines, Part 2: Clinical Practice

When managing unscheduled sedation, adhere to the specific procedural guidelines provided by ACEP, recognizing these are policy statements, not evidence-based literature. Ensure all team members are aware of the current consensus regarding monitoring and reversal agents. Remember that while these guidelines are authoritative for practice, they do not replace your judgment in complex or atypical patient presentations.

Daily Editorial

Sepsis Timing, Analgesia, and the Fluid Debate

The resuscitation continuum remains a hotbed of debate, with recent data suggesting a critical window for vasopressor initiation in septic shock. One analysis points toward a strong association between starting norepinephrine within the first 60 minutes of hypotension and improved survival, urging a focus on rapid hemodynamic support. This timing consideration echoes the ongoing discussion around fluid management, where one major trial is positioning itself as a potential 'Game Changer' regarding when to pivot from aggressive fluids to pressor support.

Beyond systemic resuscitation, procedural pain control shows promising advances. For older adults with hip fractures, an ultrasound-guided pericapsular nerve group block demonstrated superior initial pain control and reduced the need for rescue opioids compared to standard IV morphine. Similarly, for awake trauma patients requiring IJV cannulation, utilizing an ultrasound-guided superficial cervical plexus block offers a valuable, non-sedative analgesic adjunct, provided the team has the requisite skill set.

These focused reads—from optimizing the timing of vasopressors to refining regional anesthesia for common procedures—underscore that the next wave of ED improvement lies in highly targeted, evidence-backed procedural adjustments rather than broad protocol overhauls.

Selected reads

20 Articles in the 24 August 2026 edition

20 shown from 20

#01
Read first
EMJPractice-changing2 weeks agoEvidence updateSummary confidence: high

Journal update monthly top five

Given the focus on the ARISE FLUIDS trial, consider reassessing the threshold for initiating vasopressors in septic shock patients who are already receiving fluids. The data suggests that moving toward vasopressors sooner, rather than continuing aggressive fluid boluses, might improve outcomes. Remember that this is a high-impact trial, but always correlate these findings with local institutional protocols and the patient's specific hemodynamic profile.

Article summary

The latest roundup from the Johns Hopkins Emergency Department team highlights five key papers across various emergency topics, categorized by their potential impact: Worth a peek, Head turner, or Game changer. The most notable piece is the ARISE FLUIDS trial, a multicenter, open-label randomized controlled trial examining the management of early septic shock. This study directly addresses the ongoing debate regarding the timing of vasopressor initiation versus the continuation of aggressive fluid resuscitation once sepsis is suspected. The authors are positioning this RCT as a potential 'Game Changer' for current sepsis protocols, suggesting a shift in practice may be warranted based on its findings.

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#02
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Annals of Emergency MedicinePractice-changing<1 hour agoGuideline / consensusSummary confidence: high

Clinical Policy: A Critical Issue Related to Direct Oral Anticoagulants in Adult Patients Presenting to the Emergency Department

When managing acute major bleeding in a patient on a DOAC, the policy suggests that the benefit of using an agent-specific antidote over standard care like PCC is not definitively proven by the current evidence. Therefore, the practical takeaway is to adhere closely to the graded recommendations provided, recognizing that the decision remains complex and context-dependent. Always remember to review the specific guidelines for the agent involved, as the recommendation strength varies.

Article summary

This new ACP clinical policy synthesizes the evidence regarding the management of direct oral anticoagulant (DOAC) overdose or major bleeding in the acute setting of the emergency department or ICU. The core question addressed is whether administering an agent-specific reversal agent provides a tangible benefit over standard care approaches, such as using prothrombin complex concentrate (PCC). The committee performed a systematic review to guide practice, leading to evidence-based recommendations for clinicians managing these high-risk patients. It's useful because it directly tackles the often-confusing decision point of reversal therapy when a patient is actively bleeding on a DOAC. The resulting policy provides a structured approach based on the current body of literature.

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#03
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Annals of Emergency MedicinePractice-changing<1 hour agoGuideline / consensusSummary confidence: high

Unscheduled Procedural Sedation Multidisciplinary Delphi Consensus Guidelines, Part 2: Clinical Practice

When managing unscheduled sedation, adhere to the specific procedural guidelines provided by ACEP, recognizing these are policy statements, not evidence-based literature. Ensure all team members are aware of the current consensus regarding monitoring and reversal agents. Remember that while these guidelines are authoritative for practice, they do not replace your judgment in complex or atypical patient presentations.

Article summary

This article presents the second installment of the Multidisciplinary Delphi Consensus Guidelines regarding unscheduled procedural sedation, which should be viewed as the official policy consensus from the American College of Emergency Physicians (ACEP). It's important to remember that these are policy statements, not peer-reviewed research articles, so they represent the current accepted guidelines rather than novel scientific findings. The content details best practices for managing sedation in the emergency department setting when procedures are required unexpectedly. Reviewing these guidelines is crucial for standardizing care across different emergency departments. Pay close attention to the specific recommendations outlined, as they represent the current consensus approach.

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#04
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EMJPractice-changing3 days agoClinical trialSummary confidence: high

Ultrasound-guided pericapsular nerve group block versus intravenous morphine for pain management in older adults with hip fractures: a randomised controlled trial in the emergency department

For older adults with acute hip fractures, consider initiating a PENG block as a primary analgesic modality over IV morphine, as it provided superior initial pain control and eliminated the need for rescue opioids in this cohort. While the evidence is strong for efficacy, remember that this was a controlled ED setting, and institutional protocols for ultrasound availability and operator experience must guide implementation. Monitor for any potential complications associated with the ultrasound guidance itself.

Article summary

This randomized controlled trial directly addresses the management of acute, severe pain following hip fractures in older adults presenting to the emergency department, comparing an ultrasound-guided pericapsular nerve group (PENG) block against standard intravenous morphine. The study found that the PENG block group achieved a significantly greater median reduction in pain scores at the 30-minute mark compared to the morphine group, and critically, no patients in the block group required rescue analgesia, whereas 5.9% of the morphine group did. Furthermore, the analysis indicated that the PENG block provided a significantly more sustained reduction in pain over time. These findings strongly suggest that the PENG block is a highly effective and safe alternative to systemic opioids for this vulnerable population.

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#01
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EMJPractice-changing3 days agoEvidence updateSummary confidence: high

Journal update monthly top five

For patients presenting within 24 hours with medium-vessel occlusion and an NIHSS of ≥ 6, the data from ORIENTAL-MeVO suggest a benefit to endovascular thrombectomy over medical management alone regarding 90-day functional independence. While this is encouraging, remember that the trial was open-label, and these findings should be interpreted alongside the existing body of evidence which has shown variability. Always consider the local institutional guidelines and the patient's overall clinical picture when making this decision.

Article summary

The ORIENTAL-MeVO trial provides an update on endovascular thrombectomy for medium-vessel occlusion strokes, an area where evidence has previously been somewhat mixed despite these occlusions representing a significant proportion of ischemic strokes. This open-label, blinded-outcome randomized controlled trial compared thrombectomy combined with standard medical care against medical management alone in adults presenting within 24 hours with moderate-to-severe deficits, defined by an NIHSS of 6 or greater. The primary endpoint assessed was functional independence, measured by a modified Rankin Score of 0 to 2 at 90 days. The results showed a notable difference, with the group receiving thrombectomy achieving a functional independence rate of 58.6% compared to 46.6% in the control group. This suggests a potential benefit for mechanical thrombectomy in this specific subset of stroke patients.

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#06
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Journal of Emergency MedicinePractice-changing2 weeks agoClinical trialSummary confidence: high

Analgesia for Awake Internal Jugular Vein Cannulation in Trauma Emergency Bay: A Randomized Comparison of Ultrasound-Guided Superficial Cervical Plexus Block With Local Infiltration

For awake trauma patients requiring IJV cannulation, consider an ultrasound-guided SCPB as a superior analgesic adjunct to standard local infiltration, provided you or your team are proficient with ultrasound guidance. This approach should improve cooperation and speed up the procedure without resorting to sedation. Remember that the benefit is tied directly to the operator's skill level, so only use this when expertise is readily available.

Article summary

This randomized comparison evaluates the utility of ultrasound-guided Superficial Cervical Plexus Block (SCPB) versus standard local infiltration for achieving analgesia during internal jugular vein (IJV) cannulation in awake trauma patients. The authors conclude that SCPB represents a valuable alternative to traditional local anesthetic techniques for this procedure in select patients. The primary benefits highlighted are the comprehensive sensory coverage provided by the block, which reportedly leads to a significant reduction in procedural time and improves patient cooperation, all while avoiding the need for systemic sedation. However, the successful implementation of this technique is explicitly contingent upon the performing clinician possessing established expertise in ultrasound-guided regional anesthesia.

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#07
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Annals of Emergency MedicinePractice-changing<1 hour agoEvidence updateSummary confidence: high

Whole Blood Versus Component Therapy for Out-of-Hospital Trauma Resuscitation

When managing severe hemorrhage in the prehospital setting, the data supports the use of Type O whole blood as a resuscitation measure. While component therapy remains an option, whole blood offers a more balanced approach to resuscitation outside the controlled environment of the trauma bay. Remember that this recommendation is based on the study's findings and should be weighed against local protocols and the patient's specific clinical picture.

Article summary

This article details the use of Type O whole blood for prehospital resuscitation in trauma and hemorrhage, presenting data from a large-scale study published in the New England Journal of Medicine. The authors assessed the efficacy and safety of administering whole blood products outside of the hospital setting for patients with significant bleeding. The findings provide a contemporary look at whether whole blood, rather than component therapy, offers a superior resuscitation strategy in the chaotic environment of prehospital care. This is particularly relevant given the ongoing debate about the optimal resuscitation fluid in massive transfusion protocols. Overall, the paper synthesizes current evidence to guide resuscitation decisions when definitive care is delayed.

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#08
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EMJPractice-changing2 weeks agoEvidence updateSummary confidence: high

In children requiring emergency vascular access, are intraosseous lines associated with significant long-term complications?

Don't let concerns about rare, severe long-term complications deter you from placing an IO line in a pediatric patient when IV access is failing or impossible. The evidence suggests that the risk of major issues like growth disturbance or thrombosis is very low. Remember that while minor local complications can occur, the utility of rapid access outweighs the theoretical risk in the acute setting.

Article summary

This review synthesized data from 11 observational studies to address the long-term safety profile of intraosseous (IO) access in children requiring urgent vascular access. The authors found that severe long-term complications following IO placement are quite uncommon. Specifically, they noted no evidence linking IO use to growth disturbance, venous thrombosis, or fat embolism. While isolated, low-frequency events like compartment syndrome, fracture, and extravasation were reported, the overall picture suggests a favorable risk-benefit ratio. The conclusion strongly advises emergency clinicians to utilize IO lines without hesitation when establishing definitive intravenous access proves difficult or impossible.

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#03
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Annals of Emergency MedicinePractice-changing<1 hour agoGuideline / consensusSummary confidence: high

Unscheduled Procedural Sedation Multidisciplinary Delphi Consensus Guidelines, Part 1: Principles, Oversight, and Quality Monitoring

When managing unscheduled sedation, ensure your local protocols explicitly define roles for monitoring, resuscitation, and procedural oversight, as this is a core component of the guidelines. Remember that these are ACEP policy statements, so integrate them into your department's existing operational guidelines rather than treating them as standalone evidence. Always confirm that your facility has a robust mechanism for ongoing quality monitoring to maintain adherence to these principles.

Article summary

This is the first installment of the ACEP Delphi Consensus Guidelines addressing unscheduled procedural sedation, focusing specifically on the foundational principles, necessary oversight structures, and quality monitoring aspects. It's important to remember that these are official ACEP policy statements, meaning they represent established guidelines rather than the findings of a standard peer-reviewed research article. The document outlines a comprehensive framework for safe practice, emphasizing that sedation should be approached systematically with defined roles and continuous quality improvement mechanisms in place. Given the high importance assigned to this topic, these guidelines aim to standardize care across the emergency department setting. Reviewing this material is crucial for establishing a consistent, high-quality standard of care for sedation outside of controlled settings.

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#10
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EMJPractice-changing3 days agoEvidence updateSummary confidence: high

Association between the time to norepinephrine initiation and mortality in patients with sepsis

The timing of vasopressor support appears clinically relevant in sepsis management. Aiming to initiate norepinephrine within 60 minutes of hypotension onset seems associated with better outcomes. Remember that while this is a strong association, the study design does not negate the need for prompt resuscitation based on other parameters like lactate clearance or fluid status.

Article summary

This prospective, multicenter study examined the relationship between the timing of norepinephrine initiation and 28-day all-cause mortality in a cohort of 138 sepsis patients. The authors used Cox regression analysis to compare parameters between survivors and non-survivors. They found a significant association between the time to norepinephrine initiation (NE time) and overall mortality risk. Specifically, the data suggest that starting norepinephrine within the first 60 minutes following the onset of hypotension is protective. Non-survivors, on average, had a substantially longer median time to NE initiation compared to those who survived.

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#11
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Annals of Emergency MedicinePractice-changing<1 hour agoEvidence updateSummary confidence: high

Potential Risks With the SPEAR®, a New Device Marketed for Out-of-Hospital Needle Decompression of the Chest

When considering the use of the SPEAR device for out-of-hospital decompression, remember that the procedural guidance recommends aiming for placement 3 cm external to a rib before advancing. While this aims to guide placement, be mindful that any blind technique carries inherent risks, and this alert serves as a necessary caution for all providers using the device.

Article summary

This article serves as an important safety alert regarding the SPEAR device, a new catheter-over-needle system marketed for blind, out-of-hospital needle decompression for suspected pneumothorax. The device is designed for anterior or lateral placement in patients where pneumothorax is suspected but not confirmed. The authors specifically draw attention to the procedural guidance provided in the instructional materials, which advises inserting the device approximately 3 cm to contact a rib before advancing the catheter into the thoracic cavity. Given that this is a novel device used in a potentially high-stakes, resource-limited setting like the field, the authors feel it is crucial for emergency physicians, trauma specialists, and EMS directors to be aware of potential complications associated with its use.

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#12
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EMJPractice-changing3 days agoEvidence updateSummary confidence: high

Primary survey: highlights from this issue

For acute, severe pain like that from a hip fracture, consider regional anesthesia like a PENG block over routine IV opioids, as the data suggests better safety profiles and more durable analgesia. However, remember that this finding is specific to hip fractures, and the general utility of PENG blocks for all acute pain syndromes requires further consideration. Always weigh the procedural risk against the anticipated benefit of opioid-sparing analgesia.

Article summary

This current issue of the Emergency Medicine Journal draws attention to analgesic strategies, specifically focusing on managing severe pain, with a notable emphasis on hip fractures. The editors highlight the ongoing balance between effective pain control and the risks associated with traditional intravenous opioid use, especially in elderly or frail patients. A key piece is an Editor's choice randomized trial comparing pericapsular nerve group (PENG) blocks against standard intravenous morphine for managing hip fracture pain. The results suggest that the PENG block approach offers advantages in terms of safety and provides analgesia that is both earlier in onset and more sustained compared to the intravenous opioid regimen.

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#13
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EMJPractice-changing3 days agoEvidence updateSummary confidence: high

Common femoral artery access in emergency medicine

Given the increasing use of ECMO and ECPR, dedicate focused effort to mastering CFA cannulation and sheath placement, recognizing it as a distinct skill beyond standard arterial line placement. While the technical steps are outlined, remember that procedural competence requires deliberate practice and structured assessment, not just theoretical knowledge. Be mindful that this skill's importance is rapidly increasing with the adoption of these advanced life support modalities.

Article summary

This piece strongly argues for the increased emphasis on common femoral artery (CFA) cannulation and sheath insertion within core emergency medicine training. The authors highlight that the growing reliance on advanced endovascular resuscitation techniques, such as ECMO and ECPR, coupled with the need for central arterial pressure monitoring in critically ill patients, makes mastering this access point crucial. While standard arterial line placement is already considered core training, the specific skill of CFA access for sheath insertion is lagging in current curricula. Given the rising global rates of ECPR and the expected procedural refinement of ECMO, proficiency in establishing this access point is becoming a non-negotiable skill for modern emergency physicians.

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#14
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ACEP NowPractice-changing4 days agoClinical trialSummary confidence: high

Clinical Trial Probes Fluid Choice in Suspected Pediatric Septic Shock

For initial fluid boluses in pediatric septic shock, the choice between normal saline and balanced crystalloids appears to be clinically interchangeable based on this trial. You can proceed with either fluid without significant concern for worsening renal outcomes or increased mortality. Remember that this evidence supports choice, but always maintain vigilance for signs of fluid overload or refractory shock.

Article summary

The PECARN PRoMPT BOLUS trial directly addressed the ongoing debate regarding the optimal crystalloid choice for initial fluid resuscitation in pediatric patients with suspected septic shock. The study compared the use of normal saline against balanced crystalloids in this critically ill pediatric population. The primary finding was reassuring, demonstrating that neither fluid type conferred a difference in major outcomes, specifically regarding mortality or renal complications. Essentially, the trial provides robust evidence supporting the interchangeability of these two common resuscitation fluids in this acute setting. This is useful because it simplifies decision-making at the bedside when fluid choice is otherwise ambiguous.

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#15
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EMJPractice-changing3 days agoEvidence updateSummary confidence: moderate

Abstracts from international Emergency Medicine journals

When managing acute musculoskeletal trauma pain, this trial provides direct evidence comparing intranasal versus subcutaneous ketamine. If you are considering ketamine for this indication, remember that the optimal route needs to be weighed against the convenience and efficacy data presented in the full abstract. Be mindful that this is one comparison among many, and the decision should integrate patient factors with the specific analgesic goals.

Article summary

This issue presents a collection of highlighted research abstracts from various international emergency medicine societies, offering a broad look at current topics. One notable abstract details a randomized, double-blinded, double-dummy prospective trial comparing the use of intranasal versus subcutaneous ketamine for managing acute pain following musculoskeletal trauma in the emergency department setting. The study design suggests a rigorous comparison of these two routes of administration for analgesia in this common ED scenario. While the full details of the outcomes are not provided here, the comparison itself is clinically relevant as it directly addresses optimizing multimodal analgesia options for trauma patients. Reviewing these abstracts provides a snapshot of the current evidence base being generated across global emergency medicine practice.

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#16
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AJEMPractice-changing1 week agoEvidence updateSummary confidence: moderate

Infrequent emergency department diagnosis and outpatient follow-up of mild traumatic brain injury after closed head injury: age and rurality patterns

Be mindful that the diagnosis of mTBI can fluctuate significantly between the acute ED setting and later outpatient follow-up, and this study suggests diagnosis rates vary by age and rurality. When managing a head injury, consider that the initial ED diagnosis may not reflect the final consensus, so ensure clear follow-up plans are in place, especially for those in rural settings.

Article summary

This paper tackles the variability surrounding the diagnosis and subsequent management of mild traumatic brain injury (mTBI) following head injury, which is a very common ED encounter. The authors sought to quantify how often the diagnosis of mTBI was made at the point of ED discharge versus subsequent outpatient follow-up, and how this compared to diagnoses derived from established consensus criteria based on clinical presentation. Furthermore, they specifically investigated whether age or the patient's geographic setting, such as rurality, influenced the rate of mTBI diagnosis. Given the known variability in care, understanding where and when the diagnosis is solidified—or missed—is clinically relevant for optimizing follow-up pathways.

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#17
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World Journal of Emergency SurgeryPractice-changing4 days agoGuideline / consensusSummary confidence: high

Global practices and attitudes in acute appendicitis management: the PAMAP-W international survey and Delphi consensus study on the WSES appendicitis grading system

When managing acute appendicitis, remember that significant global practice variation persists, particularly with complicated cases. The new WSES grading system offers a pragmatic framework to help standardize decision-making by linking clinical severity to management steps. However, treat this as a supportive consensus tool, not a replacement for established evidence-based guidelines, and be mindful that further research is still needed.

Article summary

This article addresses the persistent and significant international variability in how acute appendicitis, especially complicated forms, is managed both intraoperatively and postoperatively. The authors present the PAMAP-W project, which is a comprehensive effort combining real-world practice mapping with expert consensus building. The core output is the development of a grade-linked framework utilizing the WSES Acute Appendicitis grading system. The goal of this system is explicitly stated as complementing, rather than replacing, established, formal evidence-based guidelines. Given the marked heterogeneity observed globally, this consensus tool aims to provide a more pragmatic structure to guide clinical and surgical decision-making across different settings.

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#18
High-yield
Annals of Emergency MedicineHigh-yield<1 hour agoEvidence updateSummary confidence: high

Response From Authors to the Letter to the Editor

The data strongly suggest that undertriage of severely ill patients translates into concrete delays in care, which is a critical point for process improvement. While the magnitude of the delay is noted, the takeaway is to focus quality improvement efforts on identifying and correctly escalating the most unstable patients, rather than just overall triage adherence. Be mindful that even seemingly minor triage inaccuracies can translate into clinically significant delays at the bedside.

Article summary

This correspondence addresses a previous analysis linking triage accuracy to care timeliness using a massive dataset of over 5.3 million emergency department encounters across 21 community settings. The authors reiterate a significant finding: a substantial proportion, specifically over one-third, of the most critically ill patients were found to be undertriaged. More importantly for practice, they demonstrate a direct association between this undertriage of high-acuity patients and measurable delays in receiving care, noting a median delay of 8 minutes when compared to those correctly triaged. This underscores that triage performance isn't just an abstract quality metric; it has tangible, measurable impacts on the patient's immediate care trajectory within the ED.

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#19
High-yield
AJEMHigh-yield4 days agoEvidence updateSummary confidence: high

Bradycardia in the emergency department: quality measures and opportunities for improvement

When managing bradycardia, remember that secondary causes like hypothermia or hyperkalemia carry a higher risk of hypotension and poor outcomes. Focus on implementing standardized protocols for these reversible causes, as the authors suggest a replicable QI framework can improve outcomes for both subtle AV blocks and metabolic derangements. Always consider the underlying systemic insult when treating the rhythm itself.

Article summary

This article provides a practical overview of managing bradycardia encountered in the emergency department, distinguishing between primary and secondary causes. The authors highlight that secondary bradycardias, such as those related to hyperkalemia, hypothermic sepsis, or cardiac ischemia, are associated with poorer hemodynamic status and increased mortality risk. Crucially, the paper suggests that structured quality improvement initiatives can yield tangible improvements in managing both primary and secondary forms of the rhythm disturbance. They outline a replicable framework for optimizing care pathways for specific etiologies, which is valuable for departmental process improvement.

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#20
High-yield
AJEMHigh-yield2 days agoEvidence updateSummary confidence: moderate

Ventricular fibrillation waveform analysis for individualized defibrillation strategies

While the concept of using VF waveform analysis to guide defibrillation is compelling, remember that current evidence is largely derived from animal models. For now, focus on optimizing standard care—ensuring high-quality CPR and timely defibrillation—as the physiological changes impacting shock success are complex and multifactorial. Don't delay standard protocols waiting for definitive waveform-based guidelines.

Article summary

This review tackles the concept of using detailed analysis of the ventricular fibrillation (VF) waveform to tailor defibrillation efforts, acknowledging that the success rate isn't static. The authors emphasize that the underlying physiology dictates that the probability of a successful shock is modulated by several factors, including the degree of myocardial ischemia, the overall energy status of the myocardium, how well coronary perfusion is occurring, and the quality of CPR provided. By examining the physiological basis and various waveform measures, the article seeks to build a case for moving beyond standard protocols toward more individualized shock strategies. While it reviews existing evidence, it highlights that much of the current understanding stems from animal models, which is a key limitation to keep in mind when translating these concepts to the bedside.

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