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Evaluating the diagnostic accuracy of WHO-recommended treatment decision algorithms for childhood tuberculosis using an individual person dataset: a study protocol

Por: Olbrich · L. · Larsson · L. · Dodd · P. · Palmer · M. · Nguyen · M. H. T. N. · dElbee · M. · Hesseling · A. C. · Heinrich · N. · Zar · H. J. · Ntinginya · N. E. · Khosa · C. · Nliwasa · M. · Verghese · V. · Bonnet · M. · Wobudeya · E. · Nduna · B. · Moh · R. · Mwanga · J. · Mustapha · A. · B
Introduction

In 2022, the WHO conditionally recommended the use of treatment decision algorithms (TDAs) for treatment decision-making in children

Methods and analysis

Within the Decide-TB project (PACT ID: PACTR202407866544155, 23 July 2024), we aim to generate an individual-participant dataset (IPD) from prospective TB diagnostic accuracy cohorts (RaPaed-TB, UMOYA and two cohorts from TB-Speed). Using the IPD, we aim to: (1) assess the diagnostic accuracy of published TDAs using a set of consensus case definitions produced by the National Institute of Health as reference standard (confirmed and unconfirmed vs unlikely TB); (2) evaluate the added value of novel tools (including biomarkers and artificial intelligence-interpreted radiology) in the existing TDAs; (3) generate an artificial population, modelling the target population of children eligible for WHO-endorsed TDAs presenting at primary and secondary healthcare levels and assess the diagnostic accuracy of published TDAs and (4) identify clinical predictors of radiological disease severity in children from the study population of children with presumptive TB.

Ethics and dissemination

This study will externally validate the first data-driven WHO TDAs in a large, well-characterised and diverse paediatric IPD derived from four large paediatric cohorts of children investigated for TB. The study has received ethical clearance for sharing secondary deidentified data from the ethics committees of the parent studies (RaPaed-TB, UMOYA and TB Speed) and as the aims of this study were part of the parent studies’ protocols, a separate approval was not necessary. Study findings will be published in peer-reviewed journals and disseminated at local, regional and international scientific meetings and conferences. This database will serve as a catalyst for the assessment of the inclusion of novel tools and the generation of an artificial population to simulate the impact of novel diagnostic pathways for TB in children at lower levels of healthcare. TDAs have the potential to close the diagnostic gap in childhood TB. Further finetuning of the currently available algorithms will facilitate this and improve access to care.

Patient-Reported Experience Measures in Vascular Surgery Enhancement (PREMIERE) study: protocol for a mixed-methods study to develop and validate a vascular surgery-specific patient-reported experience measure

Por: Darwish · M. · Palmer · R. · Coulson · J. · Bosanquet · D. C. · Withers · K.
Introduction

Patient-reported experience measures (PREMs) capture patients’ healthcare journey experiences. No validated PREMs are specific to vascular surgery patients. This study aims to develop and validate a vascular surgery-specific PREM to assess patient experience and satisfaction.

Methods and analysis

Patient Reported Experience Measures In Vascular Surgery Enhancement Study is a two-phase multisite sequential mixed-methods study. The qualitative phase will develop a draft PREM; the quantitative phase will validate it. The study will be conducted across three major vascular units in Wales. Up to 40 patients and healthcare professionals will participate in the qualitative phase. Approximately 150–200 patients will be recruited for the quantitative validation. Inclusion criteria are: (1) age ≥18; (2) recent vascular procedure; (3) inpatient vascular care; (4) not cognitively impaired; (5) consent to participate and (6) English or Welsh proficiency. Primary outcomes will be construct validity and reliability. Secondary outcomes will include patient engagement, healthcare provider perspectives and health system impacts. Thematic analysis will be conducted using NVivo. Psychometric validation will include item analysis, internal consistency testing and factor analysis.

Ethics and dissemination

The study was approved by the London—Camberwell St Giles Research Ethics Committee, coordinated by the Health Research Authority and Health and Care Research Wales (REC reference: 24/PR/0522).

Trial registration number

NCT06363175.

Using experience-based co-design to explore care experiences and identify practice change priorities for children with medical complexity in the paediatric intensive care unit

Por: Rennick · J. E. · Southall · K. · Carnevale · F. · Dryden-Palmer · K. · Patel · H. · Dagenais · M. · Buchanan · F. · Avery · S. · Razack · S. · St-Sauveur · I. · Cohen · E. · Fontela · P. · Law · S.
Objectives

Children with medical complexity (CMC) frequently experience acute deterioration requiring paediatric intensive care unit (PICU) hospitalisation. Collaboration between families and healthcare professionals (HCPs) is vital yet often challenging, suggesting a new care approach is needed. This study explored the PICU care experiences of CMC, parents and HCPs and identified common priorities and practice changes to enhance care.

Design

An experience-based co-design (EBCD) approach was used. Semistructured interviews were conducted with CMC and parents (stage 1) and HCPs (stage 2). A co-design event with parents and HCPs followed (stage 3).

Setting

Interviews took place in family homes, hospital meeting rooms and virtually. The co-design event took place at the hospital.

Participants

Interviews: CMC and parents (n=21, 13 families) within 1 year of their most recent PICU discharge. PICU and complex care service HCPs (n=15). Co-design event: parents and HCPs (n=22). Maximum variation sampling was used.

Results

Stage 1: Child and family-related themes included becoming known, becoming a parent caregiver or child care receiver, establishing caregiver relationships, and expecting a responsive and dignified caregiving environment. Stage 2: HCP-related themes included adapting to a different care approach, positioning parents as collaborators, navigating personal connections, and providing continuity of care. Stage 3: Two videos (sharing child and family perspectives, and HCPs’ perspectives) were produced to promote discussion at the co-design event. Common care priorities included increase HCPs’ awareness of who the child is when they are well; improve interdepartmental communication; enhance HCPs’ understanding of families’ expertise and needs; enhance parent-HCP partnerships and develop HCP training programmes. Potential practice changes were identified.

Conclusions

Participants identified the need for a collaborative approach to care for critically ill CMC, integrating the expertise of children, parents and HCPs. EBCD can help ground the perspectives and needs of HCPs, children and families in future PICU patient and family-centred care interventions.

Applying natural language processing to understand symptoms among older adult home healthcare patients with urinary incontinence

Abstract

Introduction

Little is known about the range and frequency of symptoms among older adult home healthcare patients with urinary incontinence, as this information is predominantly contained in clinical notes. Natural language processing can uncover symptom information among older adults with urinary incontinence to promote holistic, equitable care.

Design

We conducted a secondary analysis of cross-sectional data collected between January 1, 2015, and December 31, 2017, from the largest HHC agency in the Northeastern United States. We aimed to develop and test a natural language processing algorithm to extract symptom information from clinical notes for older adults with urinary incontinence and analyze differences in symptom documentation by race or ethnicity.

Methods

Symptoms were identified through expert clinician-driven Delphi survey rounds. We developed a natural language processing algorithm for symptom identification in clinical notes, examined symptom documentation frequencies, and analyzed differences in symptom documentation by race or ethnicity using chi-squared tests and logistic regression models.

Results

In total, 39,179 home healthcare episodes containing 1,098,419 clinical notes for 29,981 distinct patients were included. Nearly 40% of the sample represented racially or ethnically minoritized groups (i.e., 18% Black, 14% Hispanic, 7% Asian/Pacific Islander, 0.3% multi-racial, and 0.2% Native American). Based on expert clinician-driven Delphi survey rounds, the following symptoms were identified: anxiety, dizziness, constipation, syncope, tachycardia, urinary frequency/urgency, urinary hesitancy/retention, and vision impairment/blurred vision. The natural language processing algorithm achieved excellent performance (average precision of 0.92). Approximately 29% of home healthcare episodes had symptom information documented. Compared to home healthcare episodes for White patients, home healthcare episodes for Asian/Pacific Islander (odds ratio = 0.74, 95% confidence interval [0.67–0.80], p < 0.001), Black (odds ratio = 0.69, 95% confidence interval [0.64–0.73], p < 0.001), and Hispanic (odds ratio = 0.91, 95% confidence interval [0.85–0.97], p < 0.01) patients were less likely to have any symptoms documented in clinical notes.

Conclusion

We found multidimensional symptoms and differences in symptom documentation among a diverse cohort of older adults with urinary incontinence, underscoring the need for comprehensive assessments by clinicians. Future research should apply natural language processing to other data sources and investigate symptom clusters to inform holistic care strategies for diverse populations.

Clinical Relevance

Knowledge of symptoms of older adult home healthcare patients with urinary incontinence can facilitate comprehensive assessments, health equity, and improved outcomes.

Significado de no abandono en el adulto mayor de entornos comunitarios

Objetivo: comprender el significado del no abandono en el adulto mayor de la comunidad.  Metodología: estudio cualitativo descriptivo realizado en un municipio de Guanajuato, México de febrero-diciembre 2022. Se eligieron personas mayores de 60 años sin distinción de género; tipo de muestreo por conveniencia con saturación de información con 8 participantes; los datos fueron recolectados mediante entrevistas presenciales semi-estructuradas que fueron audio grabadas. Todos los participantes firmaron un consentimiento informado. Resultados: emergieron cuatro temas: 1. Necesidad de apoyo familiar, 2. Necesidad de sentirse integrado, 3. Necesidad de sentirse funcional y activo y 4. El abandono es soledad. Conclusión: el no abandono está construido a partir de la dinámica familiar y la funcionalidad, cada persona mayor le otorga un significado basado en la comunicación con sus familias, incluso a distancia, siendo reconfortante. Algunos viven solos y eso representa un espacio de satisfacción personal. La integración familiar es imperante, así mismo el mantenerse activos.

¿Existen cuestionarios de enfermería para predecir el deterioro neurológico en la Esclerosis Lateral Amiotrófica?

Objetivo principal: identificar la existencia de escalas de medición validadas que nos ayuden a predecir la existencia de deterioro neurológico del origen respiratorio y digestivo. Metodología: se realizó una revisión bibliográfica en diciembre de 2019 en las principales bases de datos. Resultados principales: se incluyeron artículos que describen instrumentos para la detección precoz del deterioro neurológico y la calidad de vida en pacientes con Esclerosis Lateral Amiotrófica. Se incluyeron 15 artículos que nos brindaron información sobre los ocho cuestionarios más importantes disponibles y validados para evaluar la progresión de la esclerosis lateral amiotrófica (EuroQoL, SF-12, SPB, ALSFR, ALSFRS-R, NPS, DMN, ALSAQ40). Conclusión principal: a pesar del trabajo constante para mejorar la calidad de vida y la dignidad de los pacientes y sus familias, actualmente no existe un cuestionario validado que prediga la existencia de deterioro neurológico respiratorio y digestivo.

Acceptability of dietary or nutritional supplementation in pregnancy (ADONS) – Exploring the consumer's perspective on introducing creatine monohydrate as a pregnancy supplement

Pre-clinical studies suggest maternal dietary creatine supplementation during pregnancy could protect babies against hypoxic intrapartum events, however creatine has not been used as a supplement in pregnancy. The aim of this study was to explore pregnant women and healthcare professional's general knowledge, behaviours, and attitudes toward nutritional supplements, and their thoughts on introducing creatine as a pregnancy supplement.
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