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1.
Can Vet J ; 65(4): 375-384, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38562973

RESUMO

Background: Emergency cases can be presented at any time of the day or night. All small animal practitioners need to have the skills to triage and stabilize common emergency cases, even if the ultimate goal is to refer the animal to another facility. Objective and procedure: The third and final part of this 3-part review article series discusses arrhythmias typical in emergency cases and the approach to animals that are presented with an inability to stand up and walk normally. A stepwise method to categorize and stabilize these cases is outlined, along with helpful tips to optimize the referral experience, if indicated. Results: Recognizing and knowing how to treat tachy- and bradyarrhythmias is important in stabilizing a dog's or cat's condition. Understanding how to differentiate the various reasons that a dog or cat is unable to stand on its own allows a veterinarian to both treat and communicate outcome expectations for those animals. Conclusion and clinical relevance: Do not refer emergent cases before basic stabilization is completed. Many emergency cases can either be worked up by the primary veterinarian or sent to a referral clinic on an appointment basis after appropriate stabilization steps have occurred.


Triage de base chez les chiens et les chats : Partie III. Mise en contexte: Les cas d'urgence peuvent être présentés à toute heure du jour ou de la nuit. Tous les praticiens des petits animaux doivent avoir les compétences nécessaires pour trier et stabiliser les cas d'urgence courants, même si le but ultime est de référer l'animal vers un autre établissement. Objectif et procédure: La troisième et dernière partie de cette série d'articles de synthèse en trois parties traite des arythmies typiques des cas d'urgence et de l'approche des animaux présentant une incapacité à se lever et à marcher normalement. Une méthode par étapes pour catégoriser et stabiliser ces cas est décrite, ainsi que des conseils utiles pour optimiser l'expérience de référence, si cela est indiqué. Résultats: Reconnaître et savoir comment traiter les tachy- et bradyarythmies est important pour stabiliser l'état d'un chien ou d'un chat. Comprendre comment différencier les différentes raisons pour lesquelles un chien ou un chat est incapable de se tenir seul permet au vétérinaire de traiter et de communiquer les attentes en matière de résultats pour ces animaux. Conclusion et pertinence clinique: Ne référez pas les cas urgents avant que la stabilisation de base ne soit terminée. De nombreux cas d'urgence peuvent être traités par le vétérinaire initial ou envoyés à une clinique de référence sur rendez-vous après que les mesures de stabilisation appropriées ont été prises.(Traduit par Dr Serge Messier).


Assuntos
Doenças do Gato , Doenças do Cão , Médicos Veterinários , Gatos , Cães , Animais , Humanos , Triagem , Doenças do Gato/terapia , Doenças do Gato/tratamento farmacológico , Doenças do Cão/terapia , Doenças do Cão/tratamento farmacológico
2.
Med Sci Monit ; 30: e942814, 2024 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-38571286

RESUMO

BACKGROUND The Chengdu pediatric emergency triage criteria were developed at our hospital and consist of 4 triage levels: immediate treatment (level 1), treatment within 10 min (level 2), treatment within 30 min (level 3), and treatment within 240 min (level 4). This study aimed to evaluate outcomes from the levels 1 to 4 of this triage criteria. MATERIAL AND METHODS A self-designed survey form was used to collect pediatric Emergency Department (ED) patients' general data, including age, sex, and chief concern, and clinical data, including triage level, whether the patient had died, and whether the patient was admitted to our hospital. A total of 198,628 patient records that were triaged during January to May 2022 using Chengdu pediatric emergency triage criteria were included in this retrospective study. The numbers of patients triaged to levels 1, 2, 3, and 4 were 128, 1164, 14,560, and 182,776, respectively. RESULTS Statistically significant differences were found in waiting time for treatment, hospital admission rates, admission conversion rates, and case mix index at admission under different triage levels. The higher the triage priority level, the shorter the waiting time for ED treatment, higher the hospital admission and admission conversion rates, and higher case mix index value. CONCLUSIONS The Chengdu pediatric emergency triage criteria developed and applied within our hospital appears to be characterized by good clinical validity. Equipped with this triage criteria, triage nurses are more capable of determining the severity and emergency of the pediatric ED patients' health conditions and effectively triaging the patients.


Assuntos
Hospitalização , Triagem , Humanos , Criança , Estudos Retrospectivos , Triagem/métodos , Serviço Hospitalar de Emergência , Hospitais
3.
BMC Med Educ ; 24(1): 422, 2024 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-38641770

RESUMO

BACKGROUND: The use of virtual reality (VR) in healthcare education is on the increase. In disaster medicine, it could be a solution to the cost and logistic constraints for a "full-scale" scenarios. However, VR is mainly designed for single players, which is not appropriate for the objectives pursued in disaster medicine. We decided to evaluate the educational value of using individual VR simulation in disaster medicine on a group of learners. METHODS: The VR scenario used was a reproduction of a major train crash, with 21 victims and whose objectives were START triage and first aid techniques. The sessions were carried out in multi-participant groups with different roles (active and immersed with headset, paper triage without headset, and active for communications not immersed in the headset). Their perceived self-efficacy was assessed before (T0), after (T1) and 2 months (T2) after the training. Satisfaction and confidence in learning were also measured. RESULTS: The median levels of satisfaction and confidence in learning were of 21/25 and 32/40 respectively. Their perceived self-efficacy increased significantly between T0 and T1 (p < 0.001), and remained stable until T2. The different roles of participant showed no difference in terms of satisfaction, confidence in learning or changes in perceived self-efficacy. One third of the participants agreed that the number of participants had interfered with their learning. A significant negative correlation (rS = -0.51, p = 0.002) was found between satisfaction and the fact of having been hindered by the number of participants. Around 90% of participants found the activity entertaining and found the new technologies appropriate for learning technical skills. CONCLUSIONS: This first experience of VR in a group setting is satisfactory and shows its positive effects. The limitations highlighted here will enable areas of improvement to be identified for the use of VR in disaster medicine, pending the development of multi-player tools. It would now be appropriate to analyse the impact of this type of simulation on learning and its retention over time.


Assuntos
Medicina de Desastres , Realidade Virtual , Humanos , Simulação por Computador , Aprendizagem , Triagem
6.
BMJ Open Qual ; 13(2)2024 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-38599767

RESUMO

The Sengkang General Hospital Orthopaedic Spine Outpatient Service is facing a growing challenge of increasing number of referrals and waiting times, placing a significant burden on the system. Primary care referrals have an average wait time of 61.1 days, with 34.5%f patients waiting longer than 60 days from referral to appointment, to see a spine physician.Back pain is a very common presentation, with the vast majority resolving after conservative management which commonly includes analgesia, physiotherapy and reassurance. Unfortunately, many referrals from primary care involve patients who have yet to explore the avenues of conservative management with 90% of our referrals being managed without surgery. Globally, triage services in Western countries conducted by allied health professionals have shown to be an effective method at addressing the escalating wait times with high satisfaction rates. We have endeavoured to emulate this within our department through the implementation of the Spine Triage and Rehabilitation (STAR) Clinic. The STAR clinic aims to empower physiotherapists with the ability to triage patients into surgical and non-surgical categories with their primary physiotherapy expertise to reduce waiting times and increase outpatient capacity.More than 300 patients were recruited, and their progress was tracked over 13 months under the four Ss of: waiting timeS, cost Savings, Safety and patient Satisfaction. This pilot study has been overwhelmingly positive, with significantly reduced waiting times and high cost savings, without any compromise on patient safety and satisfaction.


Assuntos
Triagem , Listas de Espera , Humanos , Projetos Piloto , Agendamento de Consultas , Modalidades de Fisioterapia
7.
Support Care Cancer ; 32(4): 259, 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38561546

RESUMO

BACKGROUND: Clinical guidelines suggest that patients should be referred to exercise while undergoing cancer treatment. Oncology clinicians report being supportive of exercise referrals but not having the time to make referrals. Toward the goal of making exercise referrals standard of care, we implemented and evaluated a novel clinical workflow. METHODS: For this QI project, a rehabilitation navigator was inserted in chemotherapy infusion clinics. Patients were offered a validated electronic triage survey. Exercise or rehabilitation recommendations were communicated to patients during a brief counseling visit by the rehabilitation navigator. The implementation approach was guided by the EPIS framework. Acceptability and feasibility were assessed. RESULTS: Initial meetings with nursing and cancer center leadership ensured buy-in (exploration). The education of medical assistants contributed to the adoption of the triage process (preparation). Audit and feedback ensured leadership was aware of medical assistants' performance (implementation). 100% of medical assistants participated in implementing the triage tool. A total of 587 patients visited the infusion clinics during the 6-month period when this QI project was conducted. Of these, 501 (85.3%) were offered the triage survey and 391 (78%) completed the survey (acceptability). A total of 176 (45%) of triaged patients accepted a referral to exercise or rehabilitation interventions (feasibility). CONCLUSIONS: Implementation of a validated triage tool by medical assistants and brief counseling by a rehabilitation navigator resulted in 45% of infusion patients accepting a referral to exercise or rehabilitation. The triage process showed promise for making exercise referrals standard of care for patients undergoing cancer treatment.


Assuntos
Padrão de Cuidado , Triagem , Humanos , Triagem/métodos , Encaminhamento e Consulta , Aconselhamento , Inquéritos e Questionários
8.
Cardiol Clin ; 42(2): 195-213, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38631790

RESUMO

The acute aortic syndromes (AAS) are life-threatening vascular compromises within the aortic wall. These include aortic dissection (AD), intramural hematoma (IMH), penetrating aortic ulcer (PAU), and blunt traumatic thoracic aortic injury (BTTAI). While patients classically present with chest pain, the presentation may be highly variable. Timely diagnosis is critical to initiate definitive treatment and maximize chances of survival. In high-risk patients, treatment should begin immediately, even while diagnostic evaluation proceeds. The mainstay of medical therapy is acute reduction of heart rate and blood pressure. Surgical intervention is often required but is informed by patient anatomy and extent of vascular compromise.


Assuntos
Doenças da Aorta , Dissecção Aórtica , Humanos , Doenças da Aorta/diagnóstico , Triagem , Aorta
9.
BMC Womens Health ; 24(1): 246, 2024 Apr 18.
Artigo em Inglês | MEDLINE | ID: mdl-38637803

RESUMO

BACKGROUND: Clarifying the dimensions and characteristics of obstetric telephone triage is important in improving the quality of services in the health system because researchers can evaluate the effectiveness of treatment, care and diagnostic measures in the form of obstetric telephone triage by developing a guideline. Therefore, this study aimed to design an Obstetric Telephone Triage Guideline (OTTG) using a mixed-method study. METHODS: The present study was carried out using an exploratory sequential mixed method study in two qualitative and quantitative phases. An inductive-deductive approach was also used to determine the concept of obstetric telephone triage. In this respect, a qualitative study and a literature review were used in the inductive and deductive stages, respectively. Moreover, the validity of the developed guideline was confirmed based on experts' opinions and results of the AGREE II tool. RESULTS: The guideline included the items for evaluating the severity of obstetric symptoms at five levels including "critical", "urgent", "less urgent", "no urgent", and "recommendations". The validity of the guideline was approved at 96%, 95%, 97%, 95%, 93%, and 100% for six dimensions of AGREE II including scope and purpose, stakeholder involvement, the rigor of development, clarity of presentation, applicability, and editorial independence, respectively. CONCLUSION: The OTTG is a clinically comprehensive, easy-to-use, practical, and valid tool. This guideline is a standardized tool for evaluating the severity of symptoms and determining the urgency for obstetrics triage services. By using this integrated and uniform guideline, personal biases can be avoided, leading to improved performance and ensuring that patients are not overlooked. Additionally, the use of OTTG promotes independent decision-making and reduces errors in triage decision-making.


Assuntos
Telefone , Triagem , Feminino , Gravidez , Humanos , Triagem/métodos , Pesquisa Qualitativa
11.
BMC Cancer ; 24(1): 517, 2024 Apr 23.
Artigo em Inglês | MEDLINE | ID: mdl-38654198

RESUMO

BACKGROUND: To effectively embed exercise rehabilitation in cancer survivorship care, a co-ordinated system of acute and community exercise rehabilitation services, forming a stepped model of care, is recommended. Patients can be directed to the exercise rehabilitation service which best meets their needs through a system of assessment, triage and referral. Triage and referral systems are not yet widely applied in cancer survivorship practice and need to be evaluated in real-world contexts. The PERCS (Personalised Exercise Rehabilitation in Cancer Survivorship) study aims to evaluate the real-world application of an exercise rehabilitation triage and referral system in cancer survivors treated during the COVID-19 pandemic. Secondary aims are to evaluate change in physical and psychosocial outcomes, and to qualitatively evaluate the impact of the system and patient experiences, at three months after application of the triage and referral system. METHODS: This study will assess the implementation of an exercise rehabilitation triage and referral system within the context of a physiotherapy-led cancer rehabilitation clinic for cancer survivors who received cancer treatment during the COVID-19 pandemic. The PERCS triage and referral system supports decision making in exercise rehabilitation referral by recommending one of three pathways: independent exercise; fitness professional referral; or health professional referral. Up to 100 adult cancer survivors treated during the COVID-19 pandemic who have completed treatment and have no signs of active disease will be recruited. We will assess participants' physical and psychosocial wellbeing and evaluate whether medical clearance for exercise is needed. Participants will then be triaged to a referral pathway and an exercise recommendation will be collaboratively decided. Reassessment will be after 12 weeks. Primary outcomes are implementation-related, guided by the RE-AIM framework. Secondary outcomes include physical function, psychosocial wellbeing and exercise levels. Qualitative analysis of semi-structured interviews guided by the Consolidated Framework for Implementation Research (CFIR) will provide insights on implementation and system impact. DISCUSSION: The PERCS study will investigate the real-world application of a cancer rehabilitation triage and referral system. This will provide proof of concept evidence for this triage approach and important insights on the implementation of a triage system in a specialist cancer centre. TRIAL REGISTRATION: This study is registered on ClinicalTrials.gov, registration number: NCT05615285, date registered: 21st October 2022.


Assuntos
COVID-19 , Sobreviventes de Câncer , Terapia por Exercício , Neoplasias , Encaminhamento e Consulta , Sobrevivência , Triagem , Humanos , Triagem/métodos , Sobreviventes de Câncer/psicologia , COVID-19/reabilitação , Terapia por Exercício/métodos , Neoplasias/reabilitação , Neoplasias/psicologia , SARS-CoV-2 , Medicina de Precisão/métodos , Masculino , Feminino , Qualidade de Vida
12.
Disaster Med Public Health Prep ; 18: e57, 2024 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-38591261

RESUMO

The catastrophic earthquakes that struck Southern Turkey in 2023 highlighted the pressing need for effective disaster management strategies. The unprecedented scale of the crisis tested the robustness of traditional healthcare responses and highlighted the potential of e-health solutions. Despite the deployment of Emergency Medical Teams, initial responders - primarily survivors of the earthquakes - faced an enormous challenge due to their lack of training in mass-casualty situations. An e-health platform was introduced to support these first responders, offering tools for drug calculations, case management guidelines, and a deep learning model for pediatric X-ray analysis. This commentary presents an analysis of the platform's use and contributes to the growing discourse on integrating digital health technologies in disaster response and management.


Assuntos
Planejamento em Desastres , Terremotos , Incidentes com Feridos em Massa , Telemedicina , Criança , Humanos , Triagem , Turquia
13.
BMJ Open ; 14(3): e078787, 2024 Mar 19.
Artigo em Inglês | MEDLINE | ID: mdl-38508612

RESUMO

OBJECTIVES: The ambulance service plays a pivotal role in the provision of care in out-of-hospital maternity emergencies. Telephone triage of this patient group is complex and must be sensitive to an emergency situation to prevent unnecessary delays in treatment. This study aimed to explore emergency medical dispatchers' (EMDs) perceptions of the structured protocol they use. DESIGN: Voluntary participation in semistructured phenomenological focus groups. The participants were asked to discuss their experiences of using Medical Priority Dispatch System Protocol 24 (pregnancy, childbirth and miscarriage). Thematic analysis was applied to code and group topics. Discussion between the EMDs is presented for each theme and their experiences, including quotes, are presented to offer an overview of the maternity protocol and its use. SETTING: A large urban UK ambulance service. PARTICIPANTS: 23 control room staff. RESULTS: Perceptions of maternity emergencies, challenges with key questions, the need for sensitivity surrounding miscarriage, using prearrival instructions and postdispatch instructions to help patients and ideas for additional ProQA functionality emerged as the five overarching themes. Protocol 24 was considered to reflect many of the clinical factors EMDs associate with maternity emergencies although further factors, including some non-clinical, were suggested for inclusion. Miscarriage and termination-related calls were thought to be challenging as the language of the protocol is designed for pregnancy. However, instructions were generally considered well written and user-friendly, although some were thought to be unnecessary. EMDs were largely positive regarding the ProQA software, but felt backward navigation was difficult if a situation changed. CONCLUSIONS: Maternity calls were considered rewarding but complex by EMDs. We suggest changes including the use of more sensitive language in response to miscarriage and termination and make recommendations for the omission and inclusion of specific instructions, as well as enhancements to key questions and functionality. Further research is needed to ensure focus group findings are generalisable to other services, particularly in other countries.


Assuntos
Aborto Espontâneo , Operador de Emergência Médica , Serviços Médicos de Emergência , Gravidez , Humanos , Feminino , Triagem/métodos , Sistemas de Comunicação entre Serviços de Emergência , Grupos Focais , Emergências , Telefone , Serviços Médicos de Emergência/métodos
14.
Sci Rep ; 14(1): 6666, 2024 03 20.
Artigo em Inglês | MEDLINE | ID: mdl-38509133

RESUMO

Emergency departments (ED) are complex, triage is a main task in the ED to prioritize patient with limited medical resources who need them most. Machine learning (ML) based ED triage tool, Score for Emergency Risk Prediction (SERP), was previously developed using an interpretable ML framework with single center. We aimed to develop SERP with 3 Korean multicenter cohorts based on common data model (CDM) without data sharing and compare performance with inter-hospital validation design. This retrospective cohort study included all adult emergency visit patients of 3 hospitals in Korea from 2016 to 2017. We adopted CDM for the standardized multicenter research. The outcome of interest was 2-day mortality after the patients' ED visit. We developed each hospital SERP using interpretable ML framework and validated inter-hospital wisely. We accessed the performance of each hospital's score based on some metrics considering data imbalance strategy. The study population for each hospital included 87,670, 83,363 and 54,423 ED visits from 2016 to 2017. The 2-day mortality rate were 0.51%, 0.56% and 0.65%. Validation results showed accurate for inter hospital validation which has at least AUROC of 0.899 (0.858-0.940). We developed multicenter based Interpretable ML model using CDM for 2-day mortality prediction and executed Inter-hospital external validation which showed enough high accuracy.


Assuntos
Serviço Hospitalar de Emergência , Triagem , Adulto , Humanos , Estudos Retrospectivos , Triagem/métodos , Aprendizado de Máquina , Hospitais
15.
Ned Tijdschr Geneeskd ; 1682024 03 05.
Artigo em Holandês | MEDLINE | ID: mdl-38512279

RESUMO

Intensive care unit (ICU) treatment can be associated with substantial suffering of patients, and those over eighty years old carry a much worse prognosis than younger ICU patients. Nevertheless, in the Netherlands we admit many people over the age of eighty to the ICU. Is this good practice? Whilst some elderly people may benefit, others don't. ICU treatment without mechanical ventilation is associated with less suffering, can still lead to a good outcome, and thus can often be justified in patients over eighty years. Full ICU treatment including prolonged mechanical ventilation, however, should only be used in selected cases.


Assuntos
Octogenários , Triagem , Idoso , Idoso de 80 Anos ou mais , Humanos , Unidades de Terapia Intensiva , Cuidados Críticos , Hospitalização
16.
J Appl Biomed ; 22(1): 59-65, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38505971

RESUMO

BACKGROUND: COVID-19 is a viral disease notorious for frequent worldwide outbreaks. It is difficult to control, thereby resulting in overload of the healthcare system. A possible solution to prevent overcrowding is rapid triage of patients, which makes it possible to focus care on the high-risk patients and minimize the impact of crowding on patient prognosis. METHODS: The triage algorithm assessed self-sufficiency, oximetry, systolic blood pressure, and the Glasgow coma scale. Compliance with the triage protocol was defined as fulfillment of all protocol steps, including assignment of the correct level of care. Triage was considered successful if there was no change in the scope of care (e.g., unscheduled hospital admission, transfer to different level of care) or if there was unexpected death within 48 hours. RESULTS: A total of 929 patients were enrolled in the study. Triage criteria were fulfilled in 825 (88.8%) patients. Within 48 hours, unscheduled hospital admission, transfer to different level of care, or unexpected death occurred in 56 (6.0%), 6 (0.6%), and 5 (0.5%) patients, respectively. The risk of unscheduled hospital admission or transfer to different level of care was significantly increased if triage criteria were not fulfilled [13.1% vs. 76.1%, RR 5.8 (3.8-8.3), p < 0.001; 0.5% vs. 5.2%, RR 11.4 (2.3-57.7), p = 0.036, respectively]. CONCLUSION: The proposed algorithm for triage of patients with proven COVID-19 is a simple, fast, and reliable tool for rapid sorting for outpatient treatment, hospitalization on a standard ward, or assignment to an intensive care unit.


Assuntos
COVID-19 , Humanos , COVID-19/epidemiologia , Triagem/métodos , Serviço Hospitalar de Emergência , Hospitalização , Unidades de Terapia Intensiva
17.
JAMA Netw Open ; 7(3): e244090, 2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38551562

RESUMO

Importance: Limited evidence supports the performance of human papillomavirus (HPV) DNA testing as a primary screening method, followed by triage with visual inspection with acetic acid, in areas with limited health care resources, as suggested by the 2021 World Health Organization guidelines. Objective: To evaluate the performance of visual inspection with acetic acid and Lugol iodine as a triage method for detecting cervical precancerous lesions among HPV-positive women in 1 visit. Design, Setting, and Participants: This cohort study examined the implementation of a government-led cervical cancer screening program conducted from January 1, 2016, to December 31, 2020, in Ordos City, China. Female residents, aged 35 to 64 years, who understood the screening procedures and voluntarily participated were included in the study. Women were excluded if they reported never having had sexual intercourse, were pregnant, had a hysterectomy, or had ever undergone treatment for cervical lesions. Statistical analysis was conducted from December 2022 to December 2023. Exposures: The program used the careHPV DNA assay as the primary screening method, and immediate triage was performed by visual inspection if HPV screening results were positive, with a 5-year screening interval. A colposcopy was performed for the women who had suspected cancer on visual inspection results or who were HPV positive and had abnormal visual inspection results, all in 1 visit. Main Outcomes and Measures: The rate of compliance with colposcopy and the detection rate of cervical intraepithelial neoplasia grade 2 or higher (CIN2+). Results: The study included 187 863 women (median age, 46 years [IQR, 40-52 years]) who participated in the program and had valid HPV test results. The overall prevalence of HPV positivity was 12.8% (24 070 of 187 863), and the adherence to triage with visual inspection among HPV-positive women was 93.9% (22 592 of 24 070). Among HPV-positive women, the rate of compliance with colposcopy was 65.6% (2714 of 4137), and the CIN2+ detection rate was 2.8% (643 of 22 592). Conclusions and Relevance: The findings of this cohort study suggest that the implementation of HPV testing, visual inspection, and colposcopy within 1 visit may mitigate losses to follow-up, detect precancerous lesions, and hold significant implications for screening in comparable areas with limited health care resources.


Assuntos
Iodo , Infecções por Papillomavirus , Lesões Pré-Cancerosas , Displasia do Colo do Útero , Neoplasias do Colo do Útero , Gravidez , Feminino , Humanos , Pessoa de Meia-Idade , Neoplasias do Colo do Útero/diagnóstico , Neoplasias do Colo do Útero/epidemiologia , Neoplasias do Colo do Útero/patologia , Ácido Acético , Estudos de Coortes , Detecção Precoce de Câncer/métodos , Triagem , Infecções por Papillomavirus/epidemiologia , Displasia do Colo do Útero/patologia , Lesões Pré-Cancerosas/diagnóstico , DNA Viral
18.
Sci Rep ; 14(1): 7618, 2024 03 31.
Artigo em Inglês | MEDLINE | ID: mdl-38556518

RESUMO

Determination of prognosis in the triage process after traumatic brain injury (TBI) is difficult to achieve. Current severity measures like the Trauma and injury severity score (TRISS) and revised trauma score (RTS) rely on additional information from the Glasgow Coma Scale (GCS) and the Injury Severity Score (ISS) which may be inaccurate or delayed, limiting their usefulness in the rapid triage setting. We hypothesized that machine learning based estimations of GCS and ISS obtained through modeling of continuous vital sign features could be used to rapidly derive an automated RTS and TRISS. We derived variables from electrocardiograms (ECG), photoplethysmography (PPG), and blood pressure using continuous data obtained in the first 15 min of admission to build machine learning models of GCS and ISS (ML-GCS and ML-ISS). We compared the TRISS and RTS using ML-ISS and ML-GCS and its value using the actual ISS and GCS in predicting in-hospital mortality. Models were tested in TBI with systemic injury (head abbreviated injury scale (AIS) ≥ 1), and isolated TBI (head AIS ≥ 1 and other AIS ≤ 1). The area under the receiver operating characteristic curve (AUROC) was used to evaluate model performance. A total of 21,077 cases (2009-2015) were in the training set. 6057 cases from 2016 to 2017 were used for testing, with 472 (7.8%) severe TBI (GCS 3-8), 223 (3.7%) moderate TBI (GCS 9-12), and 5913 (88.5%) mild TBI (GCS 13-15). In the TBI with systemic injury group, ML-TRISS had similar AUROC (0.963) to TRISS (0.965) in predicting mortality. ML-RTS had AUROC (0.823) and RTS had AUROC 0.928. In the isolated TBI group, ML-TRISS had AUROC 0.977, and TRISS had AUROC 0.983. ML-RTS had AUROC 0.790 and RTS had AUROC 0.957. Estimation of ISS and GCS from machine learning based modeling of vital sign features can be utilized to provide accurate assessments of the RTS and TRISS in a population of TBI patients. Automation of these scores could be utilized to enhance triage and resource allocation during the ultra-early phase of resuscitation.


Assuntos
Lesões Encefálicas Traumáticas , Humanos , Escala de Coma de Glasgow , Lesões Encefálicas Traumáticas/diagnóstico , Escala de Gravidade do Ferimento , Escala Resumida de Ferimentos , Triagem , Índices de Gravidade do Trauma , Estudos Retrospectivos
19.
Paediatr Int Child Health ; 44(1): 8-12, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38482930

RESUMO

BACKGROUND: The World Health Organization recommends the use of a three-tier triage system to recognise a sick child in low- and middle-income countries. The three tiers are based on standardised emergency and priority signs. No studies have evaluated the prevalence or reliable detection of these emergency signs. AIMS: To determine the prevalence of WHO emergency signs and the underlying causes, and to determine whether nurses could reliably detect these signs in children presenting to the emergency department at Port Moresby General Hospital in Papua New Guinea. METHODS: A prospective study measured inter-rater agreement between nurses at triage and a blinded second assessor trained in paediatrics. RESULTS: The prevalence of emergency signs was 16.7%: 32 of 192 children had these signs at presentation; 18 (9.4%) had severe respiratory distress; 10 (5.2%) had severe dehydration; and 3 (1.6%) had convulsions. There was an acceptable inter-rater agreement between nurses and doctors (Cohen's Kappa score >0.4) for some signs: subcostal recession, intercostal recession, nasal flaring, lethargy, weak volume pulses, convulsions, sunken eyes and a poor conscious state. Obstructed breathing, cyanosis, tracheal tug and cold hands and feet were less commonly detected and had poor inter-rater agreement (Kappa score <0.4). CONCLUSIONS: Effective screening at triage can enable prompt emergency treatment by nurses and can help focus doctors' attention on children who require it most. There is a need for additional training in the identification of some emergency signs. ABBREVIATIONS: CED: children's emergency department; ETAT: emergency triage assessment and treatment; HCC: Hospital Care for Children; PMGH: Port Moresby General Hospital; PNG: Papua New Guinea; WHO: World Health Organization.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Criança , Humanos , Triagem , Estudos Prospectivos , Serviço Hospitalar de Emergência , Organização Mundial da Saúde , Convulsões
20.
Pain Manag Nurs ; 25(2): 170-180, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38448311

RESUMO

BACKGROUND: Interdisciplinary pediatric chronic pain programs are ideal treatment settings for youth with chronic pain who are complex from a biopsychosocial perspective. There is currently no evidence-based clinical decision support to guide nurses triaging patients to such programs, which increases the risk for haphazard triage decisions. AIMS: To explore and describe the decision-making practices of and contextual influences on nurses triaging patients to interdisciplinary pediatric chronic pain programs. DESIGN: A qualitative exploratory descriptive design. SETTINGS: Interdisciplinary Pediatric Chronic Pain Programs. PARTICIPANTS/SUBJECTS: In all, 12 nurses across 11 different interdisciplinary pediatric chronic pain programs participated in this study. METHODS: Individual, semi-structured interviews were conducted, transcribed verbatim, and analyzed using concurrent content analysis, guided by the Cognitive Continuum Theory and the Theoretical Domains Framework. RESULTS: Findings focused on the complexity of the pediatric chronic pain population and the leading role nurses play in triage without evidence-based guidance. Analysis generated three prominent themes: (1) nurse-led triage determinants; (2) process of triage decision-making; and (3) external influences on triage decision-making. CONCLUSIONS: Triage decision making in the setting of interdisciplinary pediatric chronic pain programs is complex and often led by nurses. There is a desire amongst nurses to adopt an evidence-based clinical decision support triage tool (CDS), which may streamline the referral and triage process and foster a system whereby patients in highest need for interdisciplinary care are best prioritized.


Assuntos
Dor Crônica , Enfermeiras e Enfermeiros , Adolescente , Humanos , Criança , Triagem , Dor Crônica/terapia , Tomada de Decisões
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