Fever education for caregivers in the emergency room (The FEVER study)-an interventional trial.

BACKGROUND: Despite the vast majority of fevers representing benign self-limiting illnesses, caregiver anxiety regarding fever is high. Empowering caregivers with knowledge to safely and appropriately manage fever at home has the potential to reduce demands upon healthcare services. AIM: To improve caregiver knowledge about fever and its management in children via an educational intervention. METHODS: Caregivers of children over 6 months presenting with fever to a Paediatric Emergency Department were recruited. A pre-intervention survey was completed to ascertain caregiver knowledge about fever and its management. The intervention of (i) an infographic about fever, with (ii) a short video on fever was viewed. A post-intervention survey re-assessed knowledge. The primary outcome was the correct definition of fever as a temperature ≥38 °C. RESULTS: Caregivers (n = 51) who correctly defined fever increased from 41% (n = 21) pre-intervention to 94% (n = 48) post-intervention. There was a reduction in common misconceptions about fever, including a higher fever representing a more serious infection (76% vs. 8%). Caregivers reported they were less likely to seek emergency healthcare due to the height and nature of the fever alone. CONCLUSIONS: A simple brief educational intervention can rapidly increase caregiver knowledge about fever in children. There is a continuing need for clear, easily-accessible information for caregivers on this topic. IMPACT: Parental knowledge about fever and how to manage it in their children is low. A simple brief educational intervention can significantly increase caregiver knowledge about fever. A combined written and audiovisual approach is effective and well-received by parents. Educating caregivers has the potential to improve the management of childhood fever at home and to reduce the burden on healthcare services, as well as reduce unpleasant hospital visits for children and their caregivers.

Autoimmune conditions and pancreatic cancer risk in older American adults.

Pancreatic cancer (PC) is highly fatal, and its incidence is increasing in the United States. Population-based registry studies suggest associations between a few autoimmune conditions and PC risk, albeit based on a relatively small number of cases. We conducted a population-based, nested case-control study to examine the associations between autoimmune conditions and PC risk within the Surveillance, Epidemiology, and End Results Program (SEER)-Medicare population. Incident primary malignant PC cases (n = 80 074) were adults ≥66 years and diagnosed between 1992 and 2015. Controls (n = 320 296) were alive at the time cases were diagnosed and frequency-matched to cases (4:1 ratio) by age, sex, and year of diagnosis. We used multivariable-adjusted, unconditional logistic regression to calculate odds ratios (ORs) and 95% confidence intervals (CIs) for 45 autoimmune conditions identified from Medicare claims. Eight autoimmune conditions including ankylosing spondylitis (OR = 1.45; 95% CI: 1.14-1.84), Graves' disease (OR = 1.18; 95% CI: 1.03-1.34), localized scleroderma (OR = 1.27; 95% CI: 1.06-1.52), pernicious anemia (OR = 1.08; 95% CI: 1.02-1.14), primary sclerosing cholangitis (OR = 1.37; 95% CI: 1.18-1.59), pure red cell aplasia (OR = 1.31; 95% CI: 1.16-1.47), type 1 diabetes (OR = 1.11; 95% CI: 1.07-1.15), and ulcerative colitis (OR = 1.18; 95% CI: 1.07-1.31) were associated with increased PC risk (false discovery rate-adjusted P values <.10). In subtype analyses, these conditions were associated with pancreatic ductal adenocarcinoma, whereas only ulcerative colitis was associated with pancreatic neuroendocrine tumors. Our results support the hypothesis that autoimmune conditions may play a role in PC development.

Emergency intubation of children outside of the operating room.

Intubation of children outside of the operating room is performed infrequently and is often associated with life-threatening adverse events. This review aims to clarify the contributors to adverse events encountered during intubations outside of the operating room and provide preventative strategies. The primary contributors to adverse events during non-operating room intubations are physiologically and situationally difficult airways; anatomically difficult airways are rare. Systems-based changes, including a shared mental model, standardization in equipment and its location, checklist use, physiological resuscitation prior to resuscitation, dose titration of induction agent, multi-disciplinary team training in the technical and nontechnical aspects of non-operating room intubation, debrief post-real and simulated events, and regular audit of performance all reduce life-threatening intubation-related adverse events in children. Intubation of children outside of the operating room may be performed safely through engagement of all critical care specialties, shared learning, and focus on patient-centered care delivery.

Case-Control Studies of the Efficacy of Screening Tests That Seek to Prevent Cancer Incidence: Results of an Approach That Utilizes Administrative Claims Data That Do Not Provide Information Regarding Test Indication.

Case-control studies evaluating a screening test's efficacy in reducing cancer mortality require accurate classification of test indication to obtain a valid result. However, for analogous studies of cancer incidence, determination of test indication is not as critical because, to define exposure, we need consider only tests that can identify precursor lesions whose treatment might prevent cancer, not tests leading to cancer diagnosis. This study utilizes US Surveillance, Epidemiology, and End Results (SEER)-Medicare data, which do not include information about colonoscopy indication, to evaluate the efficacy of colonoscopy in preventing colorectal cancer (CRC) incidence. Cases were Medicare enrollees diagnosed with CRC between 1996 and 2013; up to 3 controls were matched to each case. Colonoscopy receipt prior to presumed onset of occult cancer was associated with an approximately 60% reduction in CRC incidence (odds ratio = 0.41, 95% confidence interval: 0.40, 0.42). The association was robust to differing exposure windows and estimates of occult cancer duration and is similar to those from CRC incidence studies in which exam indication was available. Our results suggest that, when it is impractical/impossible to determine whether tests were conducted for screening, the efficacy of a test in preventing cancer incidence can still be estimated using a case-control study design.

Screening flexible sigmoidoscopy versus colonoscopy for reduction of colorectal cancer mortality.

PURPOSE: Colonoscopy and flexible sigmoidoscopy are both recommended colorectal cancer (CRC) screening strategies, but their relative effectiveness is unclear. We sought to evaluate the ability of each of these two modalities to reduce CRC mortality. METHODS: We conducted a case-control study using the Surveillance, Epidemiology, and End Results (SEER)-Medicare database. Cases were persons aged 70-85 years who died of CRC and were matched to up to three non-CRC controls. Receipt of endoscopy was ascertained from Medicare claims and endoscopy indication assigned using a validated algorithm. Conditional logistic regression models were developed to estimate the association between screening colonoscopy or sigmoidoscopy and CRC mortality. We conducted secondary analyses by race, sex, and endoscopist characteristics, and with varying duration of the look-back period. RESULTS: In the initial analysis using all available look-back years, screening flexible sigmoidoscopy was associated with a 35% reduction in CRC mortality (OR 0.65, 95% CI 0.48, 0.89), while screening colonoscopy was associated with a 74% reduction (OR 0.26, 95% CI 0.23, 0.30). Sigmoidoscopy was not associated with any reduction in proximal CRC mortality. The association between colonoscopy and reduced CRC mortality was stronger in the distal than the proximal colon. Results were similar in analyses using a 5-year look-back period. CONCLUSIONS: Screening colonoscopy was associated with greater reductions in CRC mortality than screening sigmoidoscopy, and with a greater reduction in the distal than the proximal colon. These results provide additional information on the relative benefits of screening for CRC with sigmoidoscopy and colonoscopy.

New Opportunities for Cancer Health Services Research: Linking the SEER-Medicare Data to the Nursing Home Minimum Data Set.

BACKGROUND: The Surveillance, Epidemiology and End Results (SEER)-Medicare data combine clinical information from population-based cancer registries with Medicare claims. These data have been used in many studies to understand cancer screening, treatment, outcomes, and costs. However, until recently, these data included limited information related to the characteristics and outcomes of cancer patients residing in or admitted to nursing homes. OBJECTIVES: To provide an overview of the new linkage between SEER-Medicare data and the Minimum Data Set (MDS), a nursing home resident assessment instrument detailing residents' physical, psychological, and psychosocial functioning as well as any therapies or treatments received. RESEARCH DESIGN: This is a descriptive, retrospective cohort study. SUBJECTS: Persons in SEER-Medicare diagnosed with cancer from 2004 to 2013 were linked to the 2011-2014 MDS, with 17% of SEER-Medicare patients linked to the MDS data. During 2011-2014, we identified 318,617 cancer patients receiving care in a nursing home and 256,947 cancer patients newly admitted to a total of 10,953 nursing homes. Of these patients, approximately two thirds were Medicare fee-for-service beneficiaries. RESULTS: The timing from cancer diagnoses to nursing home admission varied by cancer. In total, 93% of all patients were admitted directly to a nursing home from an acute care hospital. The majority of patients were cognitively intact, 21% reported some level of depression, and 9% had severe functional limitations. CONCLUSIONS: The new SEER-Medicare-MDS dataset provides a valuable resource for understanding the postacute and long-term care experiences of cancer patients receiving care in United States' nursing homes.

Children's complex care needs: a systematic concept analysis of multidisciplinary language.

Complex care in the arena of child health is a growing phenomenon. Although considerable research is taking place, there remains limited understanding and agreement on the concept of complex care needs (CCNs), with potential for ambiguity. We conducted a systematic concept analysis of the attributes, antecedents, and consequences of children's CCNs from a multidisciplinary perspective. Our data sources included PubMed, Cumulative Index to Nursing and Allied Health Literature, and PsycINFO. Inclusion criteria included publications in peer-reviewed journals between January 1990 and December 2017, written in the English language. One hundred and forty articles were included. We found that children's CCNs refer to multidimensional health and social care needs, in the presence of a recognized medical condition or where there is no unifying diagnosis.Conclusion: Children's CCNs are individual and contextualized, are continuing and dynamic, and are present across a range of settings, impacted by family and healthcare structures. There remain extensive challenges to caring for these children and their families, precluding the possibility that any one profession can possess the requisite knowledge or scope to singularly provide high-quality competent care. What is Known: • Complex care is a growing phenomenon and population prevalence figures show that there is an increasing number of children with complex care needs (CCNs). However, the concept has not been systematically analyzed before, leaving it generally ill-defined and at times confusing. What is New: • This is the first time this concept has been systematically analyzed and this analysis provides a much-needed theoretical framework for understanding the multidimensional nature of CCNs in children. • Children's CCNs refer to multidimensional health and social care needs in the presence of a recognized medical condition or where there is no unifying diagnosis. They are individual and contextualized, are continuing and dynamic, and are present across a range of settings, impacted by family and healthcare structures. It is clear that the very nature of CCNs precludes the possibility that any one profession or discipline can possess the requisite knowledge or scope for high-quality competent care for this population.

Creating a National Provider Identifier (NPI) to Unique Physician Identification Number (UPIN) Crosswalk for Medicare Data.

INTRODUCTION: Many health services researchers are interested in assessing long term, individual physician treatment patterns, particularly for cancer care. In 2007, Medicare changed the physician identifier used on billed services from the Unique Physician Identification Number (UPIN) to the National Provider Identifier (NPI), precluding the ability to use Medicare claims data to evaluate individual physician treatment patterns across this transition period. METHODS: Using the 2007-2008 carrier (physician) claims from the linked Surveillance, Epidemiology and End Results (SEER) cancer registry-Medicare data and Medicare's NPI and UPIN Directories, we created a crosswalk that paired physician NPIs included in SEER-Medicare data with UPINs. We evaluated the ability to identify an NPI-UPIN match by physician sex and specialty. RESULTS: We identified 470,313 unique NPIs in the 2007-2008 SEER-Medicare carrier claims and found a UPIN match for 90.1% of these NPIs (n=423,842) based on 3 approaches: (1) NPI and UPIN coreported on the SEER-Medicare claims; (2) UPINs reported on the NPI Directory; or (3) a name match between the NPI and UPIN Directories. A total of 46.6% (n=219,315) of NPIs matched to the same UPIN across all 3 approaches, 34.1% (n=160,277) agreed across 2 approaches, and 9.4% (n=44,250) had a match identified by 1 approach only. NPIs were paired to UPINs less frequently for women and primary care physicians compared with other specialists. DISCUSSION: National Cancer Institute has created a crosswalk resource available to researchers that links NPIs and UPINs based on the SEER-Medicare data. In addition, the documented process could be used to create other NPI-UPIN crosswalks using data beyond SEER-Medicare.

A Randomized Trial of Single-Dose Oral Dexamethasone Versus Multidose Prednisolone for Acute Exacerbations of Asthma in Children Who Attend the Emergency Department.

STUDY OBJECTIVE: In acute exacerbations of asthma in children, corticosteroids reduce relapses, subsequent hospital admission, and the need for ß2-agonist bronchodilators. Prednisolone is the most commonly used corticosteroid, but prolonged treatment course, vomiting, and a bitter taste may reduce patient compliance. Dexamethasone has a longer half-life and has been used safely in other acute pediatric conditions. We examine whether a single dose of oral dexamethasone is noninferior to prednisolone in the emergency department (ED) treatment of asthma exacerbations in children, as measured by the Pediatric Respiratory Assessment Measure (PRAM) at day 4. METHODS: We conducted a randomized, open-label, noninferiority trial comparing oral dexamethasone (single dose of 0.3 mg/kg) with prednisolone (1 mg/kg per day for 3 days) in patients aged 2 to 16 years and with a known diagnosis of asthma or at least 1 previous episode of ß2-agonist-responsive wheeze who presented to a tertiary pediatric ED. The primary outcome measure was the mean PRAM score (range of 0 to 12 points) performed on day 4. Secondary outcome measures included requirement for further steroids, vomiting of study medication, hospital admission, and unscheduled return visits to a health care practitioner within 14 days. RESULTS: There were 245 enrollments involving 226 patients. There was no difference in mean PRAM scores at day 4 between the dexamethasone and prednisolone groups (0.91 versus 0.91; absolute difference 0.005; 95% CI -0.35 to 0.34). Fourteen patients vomited at least 1 dose of prednisolone compared with no patients in the dexamethasone group. Sixteen children (13.1%) in the dexamethasone group received further systemic steroids within 14 days after trial enrollment compared with 5 (4.2%) in the prednisolone group (absolute difference 8.9%; 95% CI 1.9% to 16.0%). There was no significant difference between the groups in hospital admission rates or the number of unscheduled return visits to a health care practitioner. CONCLUSION: In children with acute exacerbations of asthma, a single dose of oral dexamethasone (0.3 mg/kg) is noninferior to a 3-day course of oral prednisolone (1 mg/kg per day) as measured by the mean PRAM score on day 4.

An international comparison of costs of end-of-life care for advanced lung cancer patients using health administrative data.

BACKGROUND: Patterns of end-of-life cancer care differ in Canada and the United States; yet little is known about differences in service-specific and overall costs. AIM: The aim of this study was to compare end-of-life costs in Ontario, Canada, and the United States, using administrative health data. DESIGN: Advanced-stage nonsmall cell lung cancer patients who died from cancer at age ⩾ 65.5 years in 2001-2005 were selected from the US Surveillance, Epidemiology, and End Results-Medicare database (N = 16,858) and the Ontario Cancer Registry (N = 8643). We estimated total and service-specific costs (2009 US dollars) in each of the last 6 months of life from the public payer perspectives for short-term and long-term survivors (lived < 180 and ⩾ 180 days post-diagnosis, respectively). Services were defined for comparisons between systems. RESULTS: Mean monthly costs increased as death approached, were higher in short-term than long-term survivors, and were generally higher in the United States than in Ontario until the month before death, when they were similar (long-term survivors: US$10,464 and US$10,094 (p = 0.53), short-term survivors US$14,455 and US$12,836 (p = 0.11), in Surveillance, Epidemiology, and End Results-Medicare and Ontario, respectively). Costs for Medicare hospice and Ontario's palliative care components were similar and increased closer to death. Inpatient hospitalization was the main cost driver with similar costs in both cohorts, despite lower utilization in the United States. The compositions of many services and costs differed. CONCLUSION: Costs for nonsmall cell lung cancer patients were slightly higher in the United States than Ontario until 1 month before death. Administrative data allow exploration and international comparisons of reimbursement policies, health-care delivery, and costs at the end of life.

Intranasal fentanyl for the management of acute pain in children.

BACKGROUND: Pain is the most common symptom in the emergency setting; however, timely management of acute pain in children continues to be suboptimal. Intranasal drug delivery has emerged as an alternative method of achieving quicker drug delivery without adding to the distress of a child by inserting an intravenous cannula. OBJECTIVES: We identified and evaluated all randomized controlled trials (RCTs) and quasi-randomized trials to assess the effects of intranasal fentanyl (INF) versus alternative analgesic interventions in children with acute pain, with respect to reduction in pain score, occurrence of adverse events, patient tolerability, use of "rescue analgesia," patient/parental satisfaction and patient mortality. SEARCH METHODS: We searched the Cochrane Central Register of Controlled Trials (CENTRAL) (2014, Issue 1); MEDLINE (Ovid SP, from 1995 to January 2014); EMBASE (Ovid SP, from 1995 to January 2014); the Cumulative Index to Nursing and Allied Health Literature (CINAHL) (EBSCO Host, from 1995 to January 2014); the Latin American and Caribbean Health Science Information Database (LILACS) (BIREME, from 1995 to January 2014); Commonwealth Agricultural Bureaux (CAB) Abstracts (from 1995 to January 2014); the Institute for Scientific Information (ISI) Web of Science (from 1995 to January 2014); BIOSIS Previews (from 1995 to January 2014); the China National Knowledge Infrastructure (CNKI) (from 1995 to January 2014); International Standard Randomized Controlled Trial Number (ISRCTN) (from 1995 to January 2014); ClinicalTrials.gov (from 1995 to January 2014); and the International Clinical Trials Registry Platform (ICTRP) (to January 2014). SELECTION CRITERIA: We included RCTs comparing INF versus any other pharmacological/non-pharmacological intervention for the treatment of children in acute pain (aged < 18 years). DATA COLLECTION AND ANALYSIS: Two independent review authors assessed each title and abstract for relevance. Full copies of all studies that met the inclusion criteria were retrieved for further assessment. Mean difference (MD), odds ratio (OR) and 95% confidence interval (CI) were used to measure effect sizes. Two review authors independently assessed and rated the methodological quality of each trial using the tool of The Cochrane Collaboration to assess risk of bias, as per Chapter 8 of the Cochrane Handbook for Systematic Reviews of Interventions. MAIN RESULTS: Three studies (313 participants) met the inclusion criteria. One study compared INF versus intramuscular morphine (IMM); another study compared INF versus intravenous morphine (IVM); and another study compared standard concentration INF (SINF) versus high concentration INF (HINF). All three studies reported a reduction in pain score following INF administration. INF produced a greater reduction in pain score at 10 minutes post administration when compared with IMM (INF group pain score: 1/5 vs IMM group pain score: 2/5; P value 0.014). No other statistically significant differences in pain scores were reported at any other time point. When INF was compared with IVM and HINF, no statistically significant differences in pain scores were noted between treatment arms, before analgesia or at 5, 10, 20 and 30 minutes post analgesia. Specifically, when INF was compared with IVM, both agents were seen to produce a statistically significant reduction in pain score up to 20 minutes post analgesia. No further reduction in pain score was noted after this time. When SINF was compared with HINF, a statistically and clinically significant reduction in pain scores over study time was observed (median decrease for both groups 40 mm, P value 0.000). No adverse events (e.g. opiate toxicity, death) were reported in any study following INF administration. One study described better patient tolerance to INF compared with IMM, which achieved statistical significance. The other studies described reports of a "bad taste" and vomiting with INF. Overall the risk of bias in all studies was considered low. AUTHORS' CONCLUSIONS: INF may be an effective analgesic for the treatment of patients with acute moderate to severe pain, and its administration appears to cause minimal distress to children. However, this review of published studies does not allow any definitive conclusions regarding whether INF is superior, non-inferior or equivalent to intramuscular or intravenous morphine. Limitations of this review include the following: few eligible studies for inclusion (three); no study examined the use of INF in children younger than three years of age; no study included children with pain from a "medical" cause (e.g. abdominal pain seen in appendicitis); and all eligible studies were conducted in Australia. Consequently, the findings may not be generalizable to other healthcare settings, to children younger than three years of age and to those with pain from a "medical" cause.

Morphologic features of prostate cancer-encased native vessels: An image analysis study.

BACKGROUND: Vasculature plays a crucial role in the progression of prostate cancer (PC). Changes to the prostatic native vessels have not been studied since 2000 when Garcia et al. demonstrated marked media hypercellularity and increased artery thickness in prostatic native arteries within PC. We aim to further evaluate and characterize prostatic native vessels with a more accurate method with the use of virtual slides and digital analysis. DESIGN: Pathologist-annotated whole-mount digital slides from 96 entirely submitted prostatectomies were annotated for PC (color-coded by Gleason) using Omero platform. A subset of 44 cases met criteria for further analysis of media thickness, cellularity, and wall thickness to lumen ratio. Cases were included based on containing ≥5 native arteries (≥100 µm diameter) encased on at least 3 sides by PC, with vessels (≥100 µm diameter) designated as controls if they were ≥ 1000 µm away from PC. Annotated vessels were segmented and processed using Matlab 2023b. Mean media thickness (corrected for oblique sections), media: lumen ratio (based on numbers of pixels), and media cellularity (nuclei count) were studied by analysis with SPSS by linear mixed model with nested random effects for subject and slide to account for repeated measures. RESULTS: Vessels encased by PC showed greater media thickness (p=0.02), cellularity (p=0.02) and wall thickness/lumen ratio (p= <0.001) compared to vessels away from PC. These values showed an increasing trend according to stage in cellularity (p=0.14), media thickness (p=0.12) and wall thickness/ lumen ratio (p= 0.33) with higher stage (pT3). A Gleason group comparison showed a borderline-significant gradewise trend when analyzing wall thickness/lumen ratio (p=0.06). Grade 5 emerged as significantly different (p=0.02) from grades 3 or 4 non-cribriform. CONCLUSIONS: Similar to the 2000 study, increased media thickness and hypercellularity of vessels encased by PC were evident compared to controls. Borderline grade-dependent increased vessel cellularity changes were seen, suggesting a possible role in PC progression; the predictive value of these changes for outcome is uncertain. Whether the etiology of changes reflects locally increased intravascular pressure of vessels within tumor should be investigated.

Staff competence in caring for LGBTQ+ patients in the paediatric emergency department.

OBJECTIVE: This study aimed to assess the competency of paediatric emergency department (PED) multidisciplinary staff in caring for LGBTQ+ (lesbian, gay, bisexual, transgender, queer/questioning, + inclusive of all identities) adolescents. DESIGN: This was an observational study within which participants were required to complete the LGBT-Development of Clinical Skills Scale self-assessment tool of clinical competence. SETTING: It was conducted across three PEDs and one urgent care centre pertaining to the Children's Health Ireland healthcare group. PARTICIPANTS: Doctors, nurses and healthcare workers were eligible to participate. EXCLUSION CRITERIA: non-front facing staff; prior completion of an eLearning module intended to serve as a future educational intervention. MAIN OUTCOME MEASURES: Participants were assessed on: (1) attitudinal awareness towards LGBTQ+ individuals; (2) knowledge of LGBTQ+ health issues and (3) clinical preparedness in caring for LGBTQ+ patients. Each domain is scored out of a maximum of 7 points. RESULTS: 71 eligible participants completed the study. 40/71 (56%) were doctors, and 31/71 (44%) were nurses. The mean score for attitudinal awareness was 6.54/7 (SD 0.59), indicating overall positive attitudes. The mean score for knowledge was lower (5.34/7, SD 1.03) and lowest for clinical preparedness (3.39/7, SD 0.94). Participants were less confident in caring for transgender than LGB patients and scored very low when asked if they had received adequate training in caring for transgender young people (2.11/7). CONCLUSIONS: This study demonstrates positive attitudes towards LGBTQ+ patients among PED staff. However, there was a gap in knowledge and clinical preparedness. Increased training in caring for LGBTQ+ young people is necessary.

Supporting clinical decision making in the emergency department for paediatric patients using machine learning: A scoping review protocol.

INTRODUCTION: Machine learning as a clinical decision support system tool has the potential to assist clinicians who must make complex and accurate medical decisions in fast paced environments such as the emergency department. This paper presents a protocol for a scoping review, with the objective of summarising the existing research on machine learning clinical decision support system tools in the emergency department, focusing on models that can be used for paediatric patients, where a knowledge gap exists. MATERIALS AND METHODS: The methodology used will follow the scoping study framework of Arksey and O'Malley, along with other guidelines. Machine learning clinical decision support system tools for any outcome and population (paediatric/adult/mixed) for use in the emergency department will be included. Articles such as grey literature, letters, pre-prints, editorials, scoping/literature/narrative reviews, non-English full text papers, protocols, surveys, abstract or full text not available and models based on synthesised data will be excluded. Articles from the last five years will be included. Four databases will be searched: Medline (EBSCO), CINAHL (EBSCO), EMBASE and Cochrane Central. Independent reviewers will perform the screening in two sequential stages (stage 1: clinician expertise and stage 2: computer science expertise), disagreements will be resolved by discussion. Data relevant to the research question will be collected. Quantitative analysis will be performed to generate the results. DISCUSSION: The study results will summarise the existing research on machine learning clinical decision support tools in the emergency department, focusing on models that can be used for paediatric patients. This holds the promise to identify opportunities to both incorporate models in clinical practice and to develop future models by utilising reviewers from diverse backgrounds and relevant expertise.

T2-Weighted MRI Radiomic Features Predict Prostate Cancer Presence and Eventual Biochemical Recurrence.

Prostate cancer (PCa) is the most diagnosed non-cutaneous cancer in men. Despite therapies such as radical prostatectomy, which is considered curative, distant metastases may form, resulting in biochemical recurrence (BCR). This study used radiomic features calculated from multi-parametric magnetic resonance imaging (MP-MRI) to evaluate their ability to predict BCR and PCa presence. Data from a total of 279 patients, of which 46 experienced BCR, undergoing MP-MRI prior to surgery were assessed for this study. After surgery, the prostate was sectioned using patient-specific 3D-printed slicing jigs modeled using the T2-weighted imaging (T2WI). Sectioned tissue was stained, digitized, and annotated by a GU-fellowship trained pathologist for cancer presence. Digitized slides and annotations were co-registered to the T2WI and radiomic features were calculated across the whole prostate and cancerous lesions. A tree regression model was fitted to assess the ability of radiomic features to predict BCR, and a tree classification model was fitted with the same radiomic features to classify regions of cancer. We found that 10 radiomic features predicted eventual BCR with an AUC of 0.97 and classified cancer at an accuracy of 89.9%. This study showcases the application of a radiomic feature-based tool to screen for the presence of prostate cancer and assess patient prognosis, as determined by biochemical recurrence.

High density single-molecule-bead arrays for parallel single molecule force spectroscopy.

The assembly of a highly parallel force spectroscopy tool requires careful placement of single-molecule targets on the substrate and the deliberate manipulation of a multitude of force probes. Since the probe must approach the target biomolecule for covalent attachment, while avoiding irreversible adhesion to the substrate, the use of polymer microspheres as force probes to create the tethered bead array poses a problem. Therefore, the interactions between the force probe and the surface must be repulsive at very short distances (<5 nm) and attractive at long distances. To achieve this balance, the chemistry of the substrate, force probe, and solution must be tailored to control the probe-surface interactions. In addition to an appropriately designed chemistry, it is necessary to control the surface density of the target molecule in order to ensure that only one molecule is interrogated by a single force probe. We used gold-thiol chemistry to control both the substrate's surface chemistry and the spacing of the studied molecules, through binding of the thiol-terminated DNA and an inert thiol forming a blocking layer. For our single molecule array, we modeled the forces between the probe and the substrate using DLVO theory and measured their magnitude and direction with colloidal probe microscopy. The practicality of each system was tested using a probe binding assay to evaluate the proportion of the beads remaining adhered to the surface after application of force. We have translated the results specific for our system to general guiding principles for preparation of tethered bead arrays and demonstrated the ability of this system to produce a high yield of active force spectroscopy probes in a microwell substrate. This study outlines the characteristics of the chemistry needed to create such a force spectroscopy array.

Progress toward the application of molecular force spectroscopy to DNA sequencing.

Many recent advances in DNA sequencing have taken advantage of single-molecule techniques using fluorescently labeled oligonucleotides as the principal mode of detection. However, in spite of the successes of fluorescent-based sequencers, avoidance of labeled nucleotides could substantially reduce the costs of sequencing. This article discusses the development of an alternative sequencing method in which unlabeled DNA can be manipulated directly on a massively parallel scale using single-molecule force spectroscopy. We combine a wide-field optical detection technique (evanescent field excitation) with one of two methods of applying force in parallel, magnetic or dielectrophoretic tweezers, to attain near single-base sensitivity in the double-stranded character of DNA. This article will discuss the developments of such a single-molecule force spectroscopy technique as a potential technology for genome sequencing.

SmartToe® implant compared with Kirschner wire fixation for hammer digit corrective surgery: a review of 28 patients.

For many years, end-to-end arthrodesis of a proximal interphalangeal joint arthrodesis to correct hammer digit deformity has been fixated with a Kirschner wire (K-wire). For this particular hammer digit deformity correction, we attempted to determine the effectiveness of the SmartToe(®) intramedullary shape memory implant compared with the K-wire. In a retrospective analysis of 28 cases, we evaluated several important parameters at baseline, postoperative days 7, 14, 21, 28, and 56, and 6 months for pain, complications, arthrodesis achieved, and return-to-work status. The SmartToe(®) outperformed the K-wire in all categories, with no evidence of significant complications, compared with multiple complications for patients in the K-wire arm of the study. This study demonstrates that the SmartToe(®) is a reasonable choice for fixation of proximal interphalangeal joint arthrodesis in hammer digit correction.

Cardiac auscultation in sports medicine: strategies to improve clinical care.

Cardiac auscultation is an important part of the preparticipation physical examination of athletes. Sudden death remains a rare but tragic event among athletes. The most common cause of sudden death among young athletes in the United States continues to be hypertrophic cardiomyopathy, which may or may not present with a typical heart murmur. Many clinicians do not possess sufficient proficiency in recognizing abnormal heart murmurs. New insights in the field of auditory learning suggest that cardiac auscultation is more of a technical skill than an intellectual one. Intensive repetition of abnormal heart murmurs has been shown to improve proficiency in cardiac auscultation markedly. Sample audio files of two important murmurs, i.e., an innocent murmur and hypertrophic cardiomyopathy, are provided online with this review.