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1.
Rev Med Suisse ; 20(873): 914-919, 2024 05 08.
Article Fr | MEDLINE | ID: mdl-38716997

In primary care medicine for adult or pediatric populations, phone calls from patients or parents are common. The variety of questions is broad, going from simple administrative requests to life-threatening emergencies. The safety of the patient is the main priority when answering these calls. In opposition to emergency departments in hospitals where numerous well-defined triage systems (for example, Swiss Emergency Triage Scale), including clinical exam with vital signs, have been used, it is difficult to find practical guidelines for a safe and efficient phone triage in medical practices. Swiss pediatricians already use a triage book to help them assess the need for emergency care for their young patients. A similar type of resource would be helpful for a safe management of calls in adult medicine.


En cabinet de médecine de famille, adulte ou pédiatrique, les appels téléphoniques de patients ou de leurs proches sont nombreux. Leurs questions sont variées, allant de la simple requête administrative à l'urgence vitale. La sécurité du patient reste la priorité principale dans les réponses apportées lors de ces appels. Contrairement aux systèmes d'urgences hospitalières utilisant de multiples échelles de tri comprenant un examen clinique de base avec signes vitaux (par exemple, Échelle suisse de tri), il existe peu de stratégies pour un triage efficace et sûr en médecine de cabinet. Les pédiatres suisses utilisent actuellement un guide au triage téléphonique visant à cibler correctement les besoins urgents de soins pour leurs jeunes patients. Un équivalent pour la médecine adulte serait une aide supplémentaire pour une prise en charge en toute sécurité.


Primary Health Care , Telephone , Triage , Triage/methods , Triage/standards , Triage/organization & administration , Humans , Primary Health Care/methods , Primary Health Care/organization & administration , Primary Health Care/standards , Switzerland , Adult , Child , Emergency Medical Services/methods , Emergency Medical Services/standards , Emergency Medical Services/organization & administration
2.
Burns ; 50(5): 1128-1137, 2024 Jun.
Article En | MEDLINE | ID: mdl-38461081

Burn mass casualty incident (BMCI) preparedness is lacking across Canada. A focused exploration of the current policies, protocols and practices in Alberta that address the response to a BMCI was conducted. In this case study, data were gathered from documents outlining the health system response to a mass casualty incident and health care professionals directly involved. Interviews were conducted online, recorded and transcribed. Qualitative description was used to code common themes across documents and transcripts. Fifteen documents and nine participant interviews were included in this study. Overall, the current policies, protocols and practices in place were limited to all-hazards mass casualty incident planning and did not address the specialized needs of burn patients. Deficiencies included no burn-specific plan at each of the two burn centres, a lack of provincial-level recognition of the unique challenges associated with a BMCI and no established Canadian burn disaster communication plan. Suggestions of strategies for a burn plan included forward triage, patient movement, use of telemedicine, partnering skilled and non-skilled staff, and procuring additional supplies. For best patient outcomes the provincial health authority needs to provide dedicated time for burn care experts to develop BMCI response plans to better address this unique hazard.


Burns , Disaster Planning , Mass Casualty Incidents , Triage , Humans , Alberta , Burns/therapy , Disaster Planning/organization & administration , Triage/organization & administration , Burn Units/organization & administration
5.
Emergencias (Sant Vicenç dels Horts) ; 34(3): 165-173, Jun. 2022. tab, ilus, graf
Article Es | IBECS | ID: ibc-203719

Objetivo. Validar prospectivamente un modelo predictivo de ingreso hospitalario para los pacientes atendidos en el servicio de urgencias hospitalario (SUH) con baja prioridad de visita y determinar la capacidad predictiva del modelo para realizar con seguridad la derivación inversa. Método. Estudio observacional unicéntrico de una cohorte prospectiva de validación de un modelo predictivo basado en variables demográficas, de proceso y las constantes vitales (modelo 3). Se incluyeron los episodios de pacientes >15 años con prioridades IV y V MAT-SET atendidos entre octubre 2018 y junio 2019. Se evaluó la discriminación mediante el área bajo la curva de la característica operativa del receptor (ABC). Para determinar la capacidad de discriminación se crearon 3 categorías de riesgo: bajo, intermedio y alto. Resultados. Se incluyeron 2.110 episodios, de los cuales 109 (5,2%) ingresaron. La mediana de edad fue de 43,5 años (RIC 31-60,3) con un 55,5% de mujeres. El ABC fue de 0,71 (IC 95%: 0,64-0,75). Según el modelo predictivo, 357 episodios (16,9%) puntuaron de bajo riesgo de ingreso y 240 (11,4%) de alto riesgo. El porcentaje de ingreso observado de los pacientes clasificados de alto riesgo fue de 15,8% mientras que el de los pacientes de bajo riego fue de 2,8%. Conclusiones. El modelo predictivo validado permite estratificar el riesgo de ingreso de los pacientes con baja priori- dad de visita. Los pacientes con alto riesgo de ingreso se les podría ofrecer una atención preferente dentro del mismo nivel de prioridad, mientras que los de bajo riesgo podrían ser redirigidos al recurso asistencial más adecuado (derivación inversa).


Objectives. To prospectively validate a model to predict hospital admission of patients given a low-priority classification on emergency department triage and to indicate the safety of reverse triage. Methods. Single-center observational study of a prospective cohort to validate a risk model incorporating demographic and emergency care process variables as well as vital signs. The cohort included emergency visits from patients over the age of 15 years with priority level classifications of IV and V according to the Andorran–Spanish triage system (Spanish acronym, MAT-SET) between October 2018 and June 2019. The area under the receiver operating characteristic curve (AUC) of the model was calculated to evaluate discrimination. Based on the model, we identified cut-off points to distinguish patients with low, intermediate, or high risk for hospital admission. Results. A total of 2110 emergencies were included in the validation cohort; 109 patients (5.2%) were hospitalized. The median age was 43.5 years (interquartile range, 31-60.3 years); 55.5% were female. The AUC was 0.71 (95% CI, 0.64-0.75). The model identified 357 patients (16.9%) at low risk of hospitalization and 240 (11.4%) at high risk. A total of 15.8% of the high-risk patients and 2.8% of the low-risk patients were hospitalized. Conclusions. The validated model is able to identify risk for hospitalization among patients classified as low priority on triage. Patients identified as having high risk of hospitalization could be offered preferential treatment within the same level of priority at triage, while those at low risk of admission could be referred to a more appropriate care level on reverse triage.


Humans , Young Adult , Adult , Middle Aged , Triage/organization & administration , Emergency Medical Services , Hospitalization , Office Visits , Emergencies , Prospective Studies , Risk Reduction Behavior
6.
J Thorac Cardiovasc Surg ; 163(1): 28-35.e1, 2022 Jan.
Article En | MEDLINE | ID: mdl-32331819

OBJECTIVE: To examine whether there is an association between prehospital transfer distance and surgical mortality in emergency thoracic aortic surgery. METHODS: A retrospective cohort study using a national clinical database in Japan was conducted. Patients who underwent emergency thoracic aortic surgery from January 1, 2014, to December 31, 2016, were included. Patients with type B dissection were excluded. A multilevel logistic regression analysis was performed to examine the association between prehospital transfer distance and surgical mortality. In addition, an instrumental variable analysis was performed to address unmeasured confounding. RESULTS: A total of 12,004 patients underwent emergency thoracic aortic surgeries at 495 hospitals. Surgical mortality was 13.8%. The risk-adjusted mortality odds ratio for standardized distance (mean 12.8 km, standard deviation 15.2 km) was 0.94 (95% confidence interval, 0.87-1.01; P = .09). Instrumental variable analysis did not reveal a significant association between transfer distance and surgical mortality as well. CONCLUSIONS: No significant association was found between surgical mortality and prehospital transfer distance in emergency thoracic aortic surgery cases. Suspected cases of acute thoracic aortic syndrome may be transferred safely to distant high-volume hospitals.


Aorta, Thoracic/surgery , Aortic Diseases , Emergency Medical Services , Thoracic Surgical Procedures , Triage , Acute Disease , Aged , Aortic Diseases/diagnosis , Aortic Diseases/mortality , Aortic Diseases/physiopathology , Aortic Diseases/surgery , Emergencies/epidemiology , Emergency Medical Services/organization & administration , Emergency Medical Services/statistics & numerical data , Female , Health Services Accessibility/statistics & numerical data , Hospitals, High-Volume , Humans , Japan , Male , Outcome and Process Assessment, Health Care , Retrospective Studies , Risk Adjustment/methods , Risk Factors , Thoracic Surgical Procedures/methods , Thoracic Surgical Procedures/mortality , Thoracic Surgical Procedures/statistics & numerical data , Time-to-Treatment/standards , Time-to-Treatment/statistics & numerical data , Triage/organization & administration , Triage/standards
7.
Chest ; 161(2): 504-513, 2022 02.
Article En | MEDLINE | ID: mdl-34506791

BACKGROUND: Faced with possible shortages due to COVID-19, many states updated or rapidly developed crisis standards of care (CSCs) and other pandemic preparedness plans (PPPs) for rationing resources, particularly ventilators. RESEARCH QUESTION: How have US states incorporated the controversial standard of rationing by age and/or life-years into their pandemic preparedness plans? STUDY DESIGN AND METHODS: This was an investigator-initiated, textual analysis conducted from April to June 2020, querying online resources and in-state contacts to identify PPPs published by each of the 50 states and for Washington, DC. Analysis included the most recent versions of CSC documents and official state PPPs containing triage guidance as of June 2020. Plans were categorized as rationing by (A) short-term survival (≤ 1 year), (B) 1 to 5 expected life-years, (C) total life-years, (D) "fair innings," that is, specific age cutoffs, or (O) other. The primary measure was any use of age and/or life-years. Plans were further categorized on the basis of whether age/life-years was a primary consideration. RESULTS: Thirty-five states promulgated PPPs addressing the rationing of critical care resources. Seven states considered short-term prognosis, seven considered whether a patient had 1 to 5 expected life-years, 13 rationed by total life-years, and one used the fair innings principle. Seven states provided only general ethical considerations. Seventeen of the 21 plans considering age/life-years made it a primary consideration. Several plans borrowed heavily from a few common sources, although use of terminology was inconsistent. Many documents were modified in light of controversy. INTERPRETATION: Guidance with respect to rationing by age and/or life-years varied widely. More than one-half of PPPs, many following a few common models, included age/life-years as an explicit rationing criterion; the majority of these made it a primary consideration. Terminology was often vague, and many plans evolved in response to pushback. These findings have ethical implications for the care of older adults and other vulnerable populations during a pandemic.


COVID-19 , Civil Defense/standards , Crew Resource Management, Healthcare , Critical Care , Health Care Rationing/standards , Standard of Care/organization & administration , Triage , Aged , COVID-19/epidemiology , COVID-19/therapy , Crew Resource Management, Healthcare/ethics , Crew Resource Management, Healthcare/methods , Crew Resource Management, Healthcare/organization & administration , Critical Care/ethics , Critical Care/organization & administration , Critical Care/standards , Humans , SARS-CoV-2 , Surge Capacity/standards , Triage/ethics , Triage/organization & administration , Triage/standards , United States/epidemiology , Vulnerable Populations
8.
Surgery ; 171(2): 511-517, 2022 02.
Article En | MEDLINE | ID: mdl-34210527

BACKGROUND: Data access through smartphone applications (apps) has reframed procedure and policy in healthcare, but its impact in trauma remains unclear. Citizen is a free app that provides real-time alerts curated from 911 dispatch data. Our primary objective was to determine whether app alerts occurred earlier than recorded times for trauma team activation and emergency department arrival. METHODS: Trauma registry entries were extracted from a level one urban trauma center from January 1, 2018 to June 30, 2019 and compared with app metadata from the center catchment area. We matched entries to metadata according to description, date, time, and location then compared metadata timestamps to trauma team activation and emergency department arrival times. We computed percentage of time the app reported traumatic events earlier than trauma team activation or emergency department arrival along with exact binomial 95% confidence interval; median differences between times were presented along with interquartile ranges. RESULTS: Of 3,684 trauma registry entries, 209 (5.7%) matched app metadata. App alerts were earlier for 96.1% and 96.2% of trauma team activation and emergency department arrival times, respectively, with events reported median 36 (24-53, IQR) minutes earlier than trauma team activation and 32 (25-42, IQR) minutes earlier than emergency department arrival. Registry entries for younger males, motor vehicle-related injuries and penetrating traumas were more likely to match alerts (P < .0001). CONCLUSION: Apps like Citizen may provide earlier notification of traumatic events and therefore earlier mobilization of trauma service resources. Earlier notification may translate into improved patient outcomes. Additional studies into the benefit of apps for trauma care are warranted.


Emergency Medical Service Communication Systems/organization & administration , Emergency Service, Hospital/organization & administration , Mobile Applications , Trauma Centers/organization & administration , Wounds and Injuries/surgery , Adult , Aged , Aged, 80 and over , Emergency Medical Dispatch/organization & administration , Female , Health Care Rationing/organization & administration , Humans , Injury Severity Score , Male , Middle Aged , Registries , Retrospective Studies , Smartphone , Triage/organization & administration , Wounds and Injuries/diagnosis
9.
CMAJ Open ; 9(4): E1120-E1127, 2021.
Article En | MEDLINE | ID: mdl-34848553

BACKGROUND: Delays in cancer diagnosis have been associated with reduced survival, decreased quality of life after treatment, and suboptimal patient experience. The objective of the study was to explore the perspectives of a group of family physicians and other specialists regarding potentially avoidable delays in diagnosing cancer, and approaches that may help expedite the process. METHODS: We conducted a qualitative study using interviews with physicians practising in primary and outpatient care settings in Alberta between July and September 2019. We recruited family physicians and specialists who were in a position to discuss delays in cancer diagnosis by email via the Cancer Strategic Clinical Network and the Alberta Medical Association. We conducted semistructured interviews over the phone, and analyzed data using thematic analysis. RESULTS: Eleven family physicians and 22 other specialists (including 7 surgeons or surgical oncologists, 3 pathologists, 3 radiologists, 2 emergency physicians and 2 hematologists) participated in interviews; 22 were male (66.7%). We identified 4 main themes describing 9 factors contributing to potentially avoidable delays in diagnosis, namely the nature of primary care, initial presentation, investigation, and specialist advice and referral. We also identified 1 theme describing 3 suggestions for improvement, including system integration, standardized care pathways and a centralized advice, triage and referral support service for family physicians. INTERPRETATION: These findings suggest the need for enhanced support for family physicians, and better integration of primary and specialty care before cancer diagnosis. A multifaceted and coordinated approach to streamlining cancer diagnosis is required, with the goals of enhancing patient outcomes, reducing physician frustration and optimizing efficiency.


Critical Pathways/standards , Delayed Diagnosis/prevention & control , Neoplasms , Physicians, Family/statistics & numerical data , Primary Health Care , Specialization/statistics & numerical data , Triage , Alberta/epidemiology , Delivery of Health Care, Integrated/methods , Health Services Needs and Demand , Humans , Neoplasms/diagnosis , Neoplasms/therapy , Physician's Role , Primary Health Care/methods , Primary Health Care/organization & administration , Primary Health Care/standards , Qualitative Research , Quality Improvement , Referral and Consultation/organization & administration , Time-to-Treatment/standards , Triage/organization & administration , Triage/standards
10.
Plast Reconstr Surg ; 148(6): 1001e-1006e, 2021 Dec 01.
Article En | MEDLINE | ID: mdl-34847127

BACKGROUND: Acute burn care involves multiple types of physicians. Plastic surgery offers the full spectrum of acute burn care and reconstructive surgery. The authors hypothesize that access to plastic surgery will be associated with improved inpatient outcomes in the treatment of acute burns. METHODS: Acute burn encounters with known percentage total body surface area were extracted from the National Inpatient Sample from 2012 to 2014 based on International Classification of Diseases, Ninth Edition, codes. Plastic surgery volume per facility was determined based on procedure codes for flaps, breast reconstruction, and complex hand reconstruction. Outcomes included odds of receiving a flap, patient safety indicators, and mortality. Regression models included the following variables: age, percentage total body surface area, gender, inhalation injury, comorbidities, hospital size, and urban/teaching status of hospital. RESULTS: The weighted sample included 99,510 burn admissions with a mean percentage total body surface area of 15.5 percent. The weighted median plastic surgery volume by facility was 245 cases per year. Compared with the lowest quartile, the upper three quartiles of plastic surgery volume were associated with increased likelihood of undergoing flap procedures (p < 0.03). The top quartile of plastic surgery volume was also associated with decreased odds of patient safety indicator events (p < 0.001). Plastic surgery facility volume was not significantly associated with a difference in the likelihood of inpatient death. CONCLUSIONS: Burn encounters treated at high-volume plastic surgery facilities were more likely to undergo flap operations. High-volume plastic surgery centers were also associated with a lower likelihood of inpatient complications. Therefore, where feasible, acute burn patients should be triaged to high-volume centers. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, III.


Burns/surgery , Health Services Accessibility/statistics & numerical data , Plastic Surgery Procedures/statistics & numerical data , Adolescent , Adult , Body Surface Area , Burns/diagnosis , Burns/mortality , Female , Health Services Accessibility/organization & administration , Hospital Mortality , Hospitals, High-Volume/statistics & numerical data , Hospitals, Low-Volume/statistics & numerical data , Humans , Male , Middle Aged , Retrospective Studies , Risk Assessment/methods , Risk Assessment/statistics & numerical data , Risk Factors , Severity of Illness Index , Treatment Outcome , Triage/organization & administration , Young Adult
11.
Isr Med Assoc J ; 23(11): 685-689, 2021 Nov.
Article En | MEDLINE | ID: mdl-34811981

BACKGROUND: Toward the end of 2019, the coronavirus disease-2019 (COVID-19) pandemic began to create turmoil for global health organizations. The illness, caused by the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), spreads by droplets and fomites and can rapidly lead to life-threatening lung disease, especially for the old and those with health co-morbidities. Treating orthopedic patients, who presented with COVID-19 while avoiding nosocomial transmission, became of paramount importance. OBJECTIVES: To present relevant methods for pandemic control and hospital accommodation with emphasis on orthopedic surgery. METHODS: We searched search PubMed and Google Scholar electronic databases using the following keywords: COVID-19, SARS-CoV-2, screening tools, personal protective equipment, and surgery triage. RESULTS: We included 25 records in our analysis. The recommendations from these records were divided into the following categories: COVID-19 disease, managing orthopedic surgery in the COVID-19 era, general institution precautions, triage of orthopedic surgeries, preoperative assessment, surgical room setting, personal protection equipment, anesthesia, orthopedic surgery technical precautions, and department stay and rehabilitation. CONCLUSIONS: Special accommodations tailored for each medical facility, based on disease burden and available resources can improve patient and staff safety and reduce elective surgery cancellations. This article will assist orthopedic surgeons during the COVID-19 medical crisis, and possibly for future pandemics.


COVID-19 , Infection Control , Orthopedic Procedures , COVID-19/epidemiology , COVID-19/prevention & control , Clinical Protocols , Disease Transmission, Infectious/prevention & control , Global Health , Humans , Infection Control/methods , Infection Control/organization & administration , Operating Rooms/organization & administration , Organizational Innovation , Orthopedic Procedures/methods , Orthopedic Procedures/standards , Orthopedic Procedures/trends , Personal Protective Equipment , SARS-CoV-2 , Triage/organization & administration
13.
Am J Med ; 134(11): 1380-1388.e3, 2021 11.
Article En | MEDLINE | ID: mdl-34343515

BACKGROUND: Whether the volume of coronavirus disease 2019 (COVID-19) hospitalizations is associated with outcomes has important implications for the organization of hospital care both during this pandemic and future novel and rapidly evolving high-volume conditions. METHODS: We identified COVID-19 hospitalizations at US hospitals in the American Heart Association COVID-19 Cardiovascular Disease Registry with ≥10 cases between January and August 2020. We evaluated the association of COVID-19 hospitalization volume and weekly case growth indexed to hospital bed capacity, with hospital risk-standardized in-hospital case-fatality rate (rsCFR). RESULTS: There were 85 hospitals with 15,329 COVID-19 hospitalizations, with a median hospital case volume was 118 (interquartile range, 57, 252) and median growth rate of 2 cases per 100 beds per week but varied widely (interquartile range: 0.9 to 4.5). There was no significant association between overall hospital COVID-19 case volume and rsCFR (rho, 0.18, P = .09). However, hospitals with more rapid COVID-19 case-growth had higher rsCFR (rho, 0.22, P = 0.047), increasing across case growth quartiles (P trend = .03). Although there were no differences in medical treatments or intensive care unit therapies (mechanical ventilation, vasopressors), the highest case growth quartile had 4-fold higher odds of above median rsCFR, compared with the lowest quartile (odds ratio, 4.00; 1.15 to 13.8, P = .03). CONCLUSIONS: An accelerated case growth trajectory is a marker of hospitals at risk of poor COVID-19 outcomes, identifying sites that may be targets for influx of additional resources or triage strategies. Early identification of such hospital signatures is essential as our health system prepares for future health challenges.


Bed Occupancy/statistics & numerical data , COVID-19 , Hospital Bed Capacity/statistics & numerical data , Intensive Care Units/statistics & numerical data , Mortality , Quality Improvement/organization & administration , COVID-19/mortality , COVID-19/therapy , Civil Defense , Health Care Rationing/organization & administration , Health Care Rationing/standards , Hospital Mortality , Hospitalization/statistics & numerical data , Humans , Outcome Assessment, Health Care , Registries , Risk Assessment , SARS-CoV-2 , Triage/organization & administration , United States/epidemiology
14.
Ann R Coll Surg Engl ; 103(8): 576-582, 2021 Sep.
Article En | MEDLINE | ID: mdl-34464568

OBJECTIVE: The aim of this study was to establish a triaging system for assessment of breast referrals from primary care to ensure safe and effective breast services without compromising breast cancer management. BACKGROUND: COVID-19 was officially declared a global pandemic on 11 March 2020, and with no effective treatment available, preventing spread has been paramount. Previously, all referrals from primary care were seen in the rapid-access breast clinic (RABC). Clinic appointments exposed patients and healthcare professionals to risk. METHOD: Initial triage during the lockdown was in line with national governing body guidance, rejected low risk referrals and streamed remaining patients through a telephone consultation to RABC or discharge. A modified triage pathway streamed all patients through virtual triage to RABC, telephone clinic or discharge with advice and guidance categories. Demographics, reasons for referral and outcomes data were collected and presented as median with range and frequency with percentages. RESULTS: Initial triage (23 March-23 April 2020) found fewer referrals with a higher percentage of breast cancer diagnoses. Modified triage (22 June-17 July 2020) resulted in a 35.1% (99/282) reduction in RABC attendance. Overall cancer detection rate remained similar at 4.2% of all referrals pre-COVID (18/429) and 4.3% (12/282) during modified triage. After six months follow-up of patients not seen in RABC during the modified triage pathway, 18 patients were re-referred to RABC and none were diagnosed with cancer. CONCLUSION: A modified triage pathway has the potential to improve triage efficiency and prevent unnecessary visits during the COVID-19 pandemic. Further refinement of pathway is feasible in collaboration with primary care.


Breast Diseases/diagnosis , COVID-19 , Pandemics , Referral and Consultation , Triage/organization & administration , Adult , Cohort Studies , Communicable Disease Control , Female , Humans , Middle Aged , Primary Health Care , Retrospective Studies , United Kingdom/epidemiology
15.
J Korean Med Sci ; 36(33): e210, 2021 Aug 23.
Article En | MEDLINE | ID: mdl-34427059

BACKGROUND: Emergency departments (EDs) generally receive many casualties in disaster or mass casualty incidents (MCI). Some studies have conceptually suggested the surge capacity that ED should have; however, only few studies have investigated measurable numbers in one community. This study investigated the surge capacity of the specific number of accommodatable patients and overall preparedness at EDs in a metropolitan city. METHODS: This cross-sectional study officially surveyed surge capacity and disaster preparedness for all regional and local emergency medical centers (EMC) in Seoul with the Seoul Metropolitan Government's public health division. This study developed survey items on space, staff, stuff, and systems, which are essential elements of surge capacity. The number of patients acceptable for each ED was investigated by triage level in ordinary and crisis situations. Multivariate linear regression analysis was performed on hospital resource variables related to surge capacity. RESULTS: In the second half of 2018, a survey was conducted targeting 31 EMC directors in Seoul. It was found that all regional and local EMCs in Seoul can accommodate 848 emergency patients and 537 non-emergency patients in crisis conditions. In ordinary situations, one EMC could accommodate an average of 1.3 patients with Korean Triage and Acuity Scale (KTAS) level 1, 3.1 patients with KTAS level 2, and 5.7 patients with KTAS level 3. In situations of crisis, this number increased to 3.4, 7.8, and 16.2, respectively. There are significant differences in surge capacity between ordinary and crisis conditions. The difference in surge capacity between regional and local EMC was not significant. In both ordinary and crisis conditions, only the total number of hospital beds were significantly associated with surge capacity. CONCLUSION: If the hospital's emergency transport system is ideally accomplished, patients arising from average MCI can be accommodated in Seoul. However, in a huge disaster, it may be challenging to handle the current surge capacity. More detailed follow-up studies are needed to prepare a surge capacity protocol in the community.


Disaster Planning/methods , Emergency Service, Hospital/statistics & numerical data , Mass Casualty Incidents , Surge Capacity , Triage/organization & administration , Cross-Sectional Studies , Health Care Surveys , Hospitals, Urban , Humans , Seoul , Triage/methods , Urban Population
16.
Prog Urol ; 31(12): 716-724, 2021 Oct.
Article Fr | MEDLINE | ID: mdl-34256992

INTRODUCTION: Faced with the first wave of Covid-19 pandemic, guidelines for surgical triage were developed to free up healthcare resources. The aim of our study was to assess clinical characteristics and surgical outcomes of triaged patients during the first Covid-19 crisis. METHOD: We conducted a cohort-controlled, non-randomized, study in a University Hospital of south-eastern France. Data were collected prospectively from consecutive patients after triage during the period from March 15th to May 1st and compared with control data from outside pandemic period. Primary endpoint was intensive care unit (ICU) admissions for surgery-related complications. Rates of surgery-specific death, postponed operations, positive PCR testing and Clavien-Dindo complications and data from cancer and non- cancer subgroups were assessed. RESULTS: After triage, 96 of 142 elective surgeries were postponed. Altogether, 71 patients, median age 68 y.o (IQR: 56-75 y.o), sex ratio M/F of 4/1, had surgery, among whom, 48 (68%) had uro-oncological surgery. No patients developed Covid-19 pneumonia in the post-surgery period. Three (4%) were admitted to the ICU, one of whom died from multi-organ failure due to septic shock caused by klebsiella pneumonia following a delay in treatment. Three Covid-19 RT-PCR were done and all were negative. There was no difference in mortality rates or ICU admission rates between control and Covid- era patients. CONCLUSIONS: Surgery after triage during the first Covid-19 pandemic was not associated with worse short-term outcomes. Urological cancers could be operated on safely in our context but delays in care for aggressive genitourinary diseases could be life threatening. LEVEL OF EVIDENCE: 3.


COVID-19/epidemiology , Pandemics , Triage/organization & administration , Urologic Diseases/surgery , Urologic Neoplasms/surgery , Aged , COVID-19 Testing , Cohort Studies , Female , France/epidemiology , Hospitalization , Humans , Intensive Care Units/statistics & numerical data , Male , Middle Aged , Patient Admission/statistics & numerical data , Patient Readmission/statistics & numerical data , Urologic Diseases/epidemiology , Urologic Neoplasms/epidemiology
17.
J Korean Med Sci ; 36(27): e175, 2021 Jul 12.
Article En | MEDLINE | ID: mdl-34254471

BACKGROUND: Rapid triage reduces the patients' stay time at an emergency department (ED). The Korean Triage Acuity Scale (KTAS) is mandatorily applied at EDs in South Korea. For rapid triage, we studied machine learning-based triage systems composed of a speech recognition model and natural language processing-based classification. METHODS: We simulated 762 triage cases that consisted of 18 classes with six types of the main symptom (chest pain, dyspnea, fever, stroke, abdominal pain, and headache) and three levels of KTAS. In addition, we recorded conversations between emergency patients and clinicians during the simulation. We used speech recognition models to transcribe the conversation. Bidirectional Encoder Representation from Transformers (BERT), support vector machine (SVM), random forest (RF), and k-nearest neighbors (KNN) were used for KTAS and symptom classification. Additionally, we evaluated the Shapley Additive exPlanations (SHAP) values of features to interpret the classifiers. RESULTS: The character error rate of the speech recognition model was reduced to 25.21% through transfer learning. With auto-transcribed scripts, support vector machine (area under the receiver operating characteristic curve [AUROC], 0.86; 95% confidence interval [CI], 0.81-0.9), KNN (AUROC, 0.89; 95% CI, 0.85-0.93), RF (AUROC, 0.86; 95% CI, 0.82-0.9) and BERT (AUROC, 0.82; 95% CI, 0.75-0.87) achieved excellent classification performance. Based on SHAP, we found "stress", "pain score point", "fever", "breath", "head" and "chest" were the important vocabularies for determining KTAS and symptoms. CONCLUSION: We demonstrated the potential of an automatic KTAS classification system using speech recognition models, machine learning and BERT-based classifiers.


Deep Learning , Speech Perception , Triage/methods , Adult , Aged , Emergency Medicine/methods , Emergency Service, Hospital , Humans , Middle Aged , Natural Language Processing , Patient Simulation , Proof of Concept Study , Republic of Korea , Retrospective Studies , Triage/organization & administration
18.
BJS Open ; 5(4)2021 07 06.
Article En | MEDLINE | ID: mdl-34228096

BACKGROUND: COVID-19 has brought an unprecedented challenge to healthcare services. The authors' COVID-adapted pathway for suspected bowel cancer combines two quantitative faecal immunochemical tests (qFITs) with a standard CT scan with oral preparation (CT mini-prep). The aim of this study was to estimate the degree of risk mitigation and residual risk of undiagnosed colorectal cancer. METHOD: Decision-tree models were developed using a combination of data from the COVID-adapted pathway (April-May 2020), a local audit of qFIT for symptomatic patients performed since 2018, relevant data (prevalence of colorectal cancer and sensitivity and specificity of diagnostic tools) obtained from literature and a local cancer data set, and expert opinion for any missing data. The considered diagnostic scenarios included: single qFIT; two qFITs; single qFIT and CT mini-prep; two qFITs and CT mini-prep (enriched pathway). These were compared to the standard diagnostic pathway (colonoscopy or CT virtual colonoscopy (CTVC)). RESULTS: The COVID-adapted pathway included 422 patients, whereas the audit of qFIT included more than 5000 patients. The risk of missing a colorectal cancer, if present, was estimated as high as 20.2 per cent with use of a single qFIT as a triage test. Using both a second qFIT and a CT mini-prep as add-on tests reduced the risk of missed cancer to 6.49 per cent. The trade-off was an increased rate of colonoscopy or CTVC, from 287 for a single qFIT to 418 for the double qFIT and CT mini-prep combination, per 1000 patients. CONCLUSION: Triage using qFIT alone could lead to a high rate of missed cancers. This may be reduced using CT mini-prep as an add-on test for triage to colonoscopy or CTVC.


COVID-19 , Colorectal Neoplasms/diagnosis , Diagnostic Errors/statistics & numerical data , Occult Blood , Triage/organization & administration , Clinical Audit , Colonoscopy , Decision Trees , Early Detection of Cancer/methods , Humans , Scotland , Sensitivity and Specificity , Tomography, X-Ray Computed
19.
BMC Fam Pract ; 22(1): 146, 2021 07 03.
Article En | MEDLINE | ID: mdl-34217208

BACKGROUND: Early in the COVID-19 pandemic, general practices were asked to expand triage and to reduce unnecessary face-to-face contact by prioritizing other consultation modes, e.g., online messaging, video, or telephone. The current study explores the potential barriers and facilitators general practitioners experienced to expanding triage systems and their attitudes towards triage during the COVID-19 pandemic. METHOD: A mixed-method study design was used in which a quantitative online survey was conducted along with qualitative interviews to gain a more nuanced appreciation for practitioners' experiences in the United Kingdom. The survey items were informed by the Theoretical Domains Framework so they would capture 14 behavioral factors that may influence whether practitioners use triage systems. Items were responded to using seven-point Likert scales. A median score was calculated for each item. The responses of participants identifying as part-owners and non-owners (i.e., "partner" vs. "non-partner" practitioners) were compared. The semi-structured interviews were conducted remotely and examined using Braun and Clark's thematic analysis. RESULTS: The survey was completed by 204 participants (66% Female). Most participants (83%) reported triaging patients. The items with the highest median scores captured the 'Knowledge,' 'Skills,' 'Social/Professional role and identity,' and 'Beliefs about capabilities' domains. The items with the lowest median scores captured the 'Beliefs about consequences,' 'Goals,' and 'Emotions' domains. For 14 of the 17 items, partner scores were higher than non-partner scores. All the qualitative interview participants relied on a phone triage system. Six broad themes were discovered: patient accessibility, confusions around what triage is, uncertainty and risk, relationships between service providers, job satisfaction, and the potential for total digital triage. Suggestions arose to optimize triage, such as ensuring there is sufficient time to conduct triage accurately and providing practical training to use triage efficiently. CONCLUSIONS: Many general practitioners are engaging with expanded triage systems, though more support is needed to achieve total triage across practices. Non-partner practitioners likely require more support to use the triage systems that practices take up. Additionally, practical support should be made available to help all practitioners manage the new risks and uncertainties they are likely to experience during non-face-to-face consultations.


COVID-19 , General Practice , General Practitioners , Remote Consultation , Triage , Attitude of Health Personnel , COVID-19/epidemiology , COVID-19/prevention & control , COVID-19/therapy , Clinical Competence , England/epidemiology , Female , General Practice/organization & administration , General Practice/standards , General Practice/trends , General Practitioners/psychology , General Practitioners/standards , Health Knowledge, Attitudes, Practice , Humans , Infection Control/methods , Infection Control/standards , Male , Practice Patterns, Physicians'/ethics , Practice Patterns, Physicians'/trends , Remote Consultation/ethics , Remote Consultation/methods , Risk Management/trends , SARS-CoV-2 , Triage/ethics , Triage/methods , Triage/organization & administration , Triage/standards
20.
Scand J Trauma Resusc Emerg Med ; 29(1): 89, 2021 Jul 03.
Article En | MEDLINE | ID: mdl-34217351

BACKGROUND: Triage and triage related work has been performed in Swedish Emergency Departments (EDs) since the mid-1990s. According to two national surveys from 2005 to 2011, triage was carried out with different triage scales and without guidelines or formal education. Furthermore, a review from 2010 questioned the scientific evidence for both triage as a method as well as the Swedish five level triage scale Medical Emergency Triage and Treatment System (METTS); nevertheless, METTS was applied in 65% of the EDs in 2011. Subsequently, METTS was renamed to Rapid Emergency Triage and Treatment System (RETTS©). The hypothesis for this study is that the method of triage is still applied nationally and that the use of METTS/RETTS© has increased. Hence, the aim is to describe the occurrence and application of triage and triage related work at Swedish Emergency Departments, in comparison with previous national surveys. METHODS: In this cross-sectional study with a descriptive and comparative design, an electronic questionnaire was developed, based on questionnaire from previous studies. The survey was distributed to all hospital affiliated EDs from late March to the middle of July in 2019. The data was analysed with descriptive statistics, by IBM SPSS Statistics, version 26. RESULTS: Of the 51 (75%) EDs partaking in the study, all (100%) applied triage, and 92% used the Swedish triage scale RETTS©. Even so, there was low concordance in how RETTS© was applied regarding time frames i.e., how long a patient in respective triage level could wait for assessment by a physician. Additionally, the results show a major diversion in how the EDs performed education in triage. CONCLUSION: This study confirms that triage method is nationally implemented across Swedish EDs. RETTS© is the dominating triage scale but cannot be considered as one triage scale due to the variation with regard to time frames per triage level. Further, a diversion in introduction and education in the pivotal role of triage has been shown. This can be counteracted by national guidelines in what triage scale to use and how to perform triage education.


Emergency Service, Hospital/organization & administration , Triage/organization & administration , Cross-Sectional Studies , Humans , Sweden , Triage/standards
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