Opportunities for Continuing Education by Hematology Societies Available to International Trainees.

Continuing education in hematology is a key for stimulating the development around the world and improving patient outcomes. However, access to training and education is not equally distributed worldwide, and disparities in hematology exist for under-represented groups such as trainees living in low- and middle-income countries (LMICs). To identify and review the different educational and career development opportunities offered by hematology-focused international academic societies directed at healthcare professionals in this field. We conducted an online search to screen the official websites of international hematology societies and extracted data regarding continuing education opportunities in hematology. Twenty hematology societies were identified with 850 continuing medical education opportunities extracted and reviewed. We recorded 55 grants and funding opportunities from 13 societies. More than half required a membership to apply, 9.1% were available globally, and 12.7% were designed for persons living in LMICs. The current state of continuing education in hematology offers numerous opportunities for healthcare trainees. However, disparities persist for LMICs.

Guideline for the management of Clostridioides difficile infection in pediatric patients with cancer and hematopoietic cell transplantation recipients: 2024 update.

Our objective was to update a clinical practice guideline for the prevention and treatment of Clostridioides difficile infection (CDI) in pediatric patients with cancer and hematopoietic cell transplantation recipients. We reconvened an international multi-disciplinary panel. A systematic review of randomized controlled trials (RCTs) for the prevention or treatment of CDI in any population was updated and identified 31 new RCTs. Strong recommendations were made to use either oral metronidazole or oral vancomycin for non-severe CDI treatment, and to use either oral vancomycin or oral fidaxomicin for severe CDI. A strong recommendation that fecal microbiota transplantation should not be routinely used to treat CDI was also made. The panel made two new good practice statements to follow infection control practices including isolation in patients experiencing CDI, and to minimize systemic antibacterial administration where feasible, especially in patients who have experienced CDI.

Second malignant neoplasms within 5 years from first primary diagnosis in pediatric oncology patients in Canada: a population-based retrospective cohort study.

Introduction: From the advancement of treatment of pediatric cancer diagnosis, the five-year survival rate has increased significantly. However, the adverse consequence of improved survival rate is the second malignant neoplasm. Although previous studies provided information on the incidence and risk of SMN in long term survivors of childhood cancer, there is still scarce information known for short term (< 5 years) prognosis. This study aims to assess the incidence, characteristics, management, and outcome of children who develop SMN malignancies within 5 years of diagnosis of their initial cancer. Method: This is a retrospective cohort study of early Second Malignant Neoplasms (SMN) in pediatric oncology patients. The Cancer in Young People - Canada (CYP-C) national pediatric cancer registry was used and reviewed pediatric patients diagnosed with their first cancer from 2000-2015. Results: A total of 20,272 pediatric patients with a diagnosis of a first malignancy were analyzed. Of them, 0.7% were diagnosed with a SMN within the first 5 years following their first cancer diagnosis. Development of a SMN impacted survival, shown by an inferior survival rate in the SMN cohort (79.1%) after three years compared to that of the non-SMN cohort (89.7%). Several possible risk factors have been identified in the study including the use of epipodophyllotoxins, exposure to radiation, and hematopoietic stem cell 169 transplant. Discussion: This is the first national study assessing the incidence, 170 characteristics, risk factors and outcome of early SMN in Canadian children 171 from age 0-15 from 2000-2015.

Brochure intervention to manage bothersome taste changes in pediatric patients receiving cancer therapy.

BACKGROUND: Primary objective was to determine if a patient informational brochure describing potentially useful strategies could help manage specific taste changes. Secondary objective was to describe the specific strategies used and whether the strategies were perceived as being helpful. PROCEDURE: This single-center study included pediatric patients with cancer or hematopoietic cell transplant recipients receiving active treatment who experienced bothersome taste changes in the last month. Participants participated in baseline and follow-up interviews conducted 14-21 days apart. A brochure that listed 16 potentially helpful strategies was provided at baseline. At follow-up, we asked about brochure use and whether it helped. At both interviews, we asked about experienced taste changes, strategies used, and whether strategy helped. RESULTS: Of 100 enrolled participants, different (87%) and bad (72%) taste were most common at baseline. Following the brochure intervention, statistically significant reductions were observed in food tasting different, bad, bland, bitter, sour, and metallic. For most strategies, the proportion of patients who used specific strategies or found them helpful was not significantly different between baseline and follow-up. However, "eating foods you like" was considered helpful in significantly more participants who used the strategy in follow-up (72 out of 89, 80.9%) compared with baseline (55 out of 95, 57.9%; p = .008). Between visits, 81.2% looked at the brochure. Among participants, 53.1% found the brochure helpful, very helpful, or extremely helpful. CONCLUSIONS: A brochure that offered strategies to manage changes in taste helped participants cope with them. Further research should evaluate the brochure using randomized and multicenter trials.

Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare.

BACKGROUND: Diagnostic codes are commonly used as inputs for clinical prediction models, to create labels for prediction tasks, and to identify cohorts for multicenter network studies. However, the coverage rates of diagnostic codes and their variability across institutions are underexplored. The primary objective was to describe lab- and diagnosis-based labels for 7 selected outcomes at three institutions. Secondary objectives were to describe agreement, sensitivity, and specificity of diagnosis-based labels against lab-based labels. METHODS: This study included three cohorts: SickKids from The Hospital for Sick Children, and StanfordPeds and StanfordAdults from Stanford Medicine. We included seven clinical outcomes with lab-based definitions: acute kidney injury, hyperkalemia, hypoglycemia, hyponatremia, anemia, neutropenia and thrombocytopenia. For each outcome, we created four lab-based labels (abnormal, mild, moderate and severe) based on test result and one diagnosis-based label. Proportion of admissions with a positive label were presented for each outcome stratified by cohort. Using lab-based labels as the gold standard, agreement using Cohen's Kappa, sensitivity and specificity were calculated for each lab-based severity level. RESULTS: The number of admissions included were: SickKids (n = 59,298), StanfordPeds (n = 24,639) and StanfordAdults (n = 159,985). The proportion of admissions with a positive diagnosis-based label was significantly higher for StanfordPeds compared to SickKids across all outcomes, with odds ratio (99.9% confidence interval) for abnormal diagnosis-based label ranging from 2.2 (1.7-2.7) for neutropenia to 18.4 (10.1-33.4) for hyperkalemia. Lab-based labels were more similar by institution. When using lab-based labels as the gold standard, Cohen's Kappa and sensitivity were lower at SickKids for all severity levels compared to StanfordPeds. CONCLUSIONS: Across multiple outcomes, diagnosis codes were consistently different between the two pediatric institutions. This difference was not explained by differences in test results. These results may have implications for machine learning model development and deployment.

Characteristics of Health Care Settings Where Adolescents and Young Adults Receive Care for ALL.

PURPOSE: Individuals diagnosed with cancer between 15 and 39 years (adolescent and young adult [AYA]) face unique vulnerability. Detail is lacking about care delivery for these patients, especially those with ALL. We address these knowledge gaps by describing AYA ALL care delivery details at National Cancer Institute Community Oncology Research Program (NCORP) (sub)affiliates by model of care. METHODS: Participating institutions treated at least one AYA with ALL from 2012 to 2016. Study-specific criteria were used to determine the number of unique clinical facilities (CFs) per NCORP and their model of care (adult/internal medicine [IM], pediatric, mixed [both]). Surveys completed by NCORPs for each CF by model of care captured size, resources, services, and communication. RESULTS: Among 84 participating CFs (adult/IM, n=47; pediatric, n=15; mixed, n=24), 34% treated 5-10 AYAs with ALL annually; adult/IM CFs more often treated <5 (adult/IM, 60%; pediatric, 40%; mixed, 29%). Referral decisions were commonly driven by an age/diagnosis combination (58%), with frequent ALL-specific age minimums (87%) or maximums (80%). Medical, navigational, and social work services were similar across models while psychology was available at more pediatric CFs (pediatric, 80%; adult/IM, 40%; mixed, 46%-54%). More pediatric or mixed CFs reported oncologists interacting with pediatric/adult counterparts via tumor boards (pediatric, 93%; adult/IM, 26%; mixed, 96%) or initiating contact (pediatric, 100%; adult/IM, 77%; mixed 96%); more pediatric CFs reported an affiliated counterpart (pediatric, 53%; adult, 19%). Most CFs reported no AYA-specific resources (79%) or meetings (83%-98%). CONCLUSION: System-level aspects of AYA ALL care delivery have not been examined previously. At NCORPs, these characteristics differ by models of care. Additional work is ongoing to investigate the impact of these facility-level factors on guideline-concordant care in this population. Together, these findings can inform a system-level intervention for diverse practice settings.

Clinical practice guideline-inconsistent management of fever and neutropenia in pediatric oncology: A Children's Oncology Group study.

BACKGROUND: The primary objective was to measure the proportion of episodes where care delivery was inconsistent with selected recommendations of a clinical practice guideline (CPG) on fever and neutropenia (FN) management. The influence of site size on CPG-inconsistent care delivery, and association between patient outcomes and CPG-inconsistent care were described. METHODS: This retrospective, multicenter study included patients less than 21 years old with cancer who were at high risk of poor FN outcomes and were previously enrolled to a Children's Oncology Group (COG) study at participating National Cancer Institute Community Oncology Research Program (NCORP) institutions from January 2014 through December 2015. Patients were randomly selected for chart review by participating sites from a COG-generated list. Care delivered in each episode was adjudicated (CPG-consistent or CPG-inconsistent) against each of five selected recommendations. RESULTS: A total of 107 patients from 22 sites, representing 157 FN episodes, were included. The most common CPG-inconsistent care delivered was omission of pulmonary computerized tomography in patients with persistent FN (60.3%). Of 74 episodes where assessment of four (episodes without persistent FN) or five (episodes with persistent FN) recommendations was possible, CPG-inconsistent care was delivered with respect to at least one recommendation in 63 (85%) episodes. Site size was not associated with CPG-inconsistent care delivery. No statistically significant association between CPG-inconsistent care and fever recurrence was observed. CONCLUSIONS: In this cohort of pediatric patients at high risk of poor FN outcomes, CPG-inconsistent care was common. Opportunities to optimize resource stewardship by boosting supportive care CPG implementation are highlighted.

Risk factors and clinical impact of thrombosis during induction chemotherapy for pediatric acute lymphoblastic leukemia: A report from CYP-C.

Thromboembolism (TE) is associated with reduced survival in pediatric acute lymphoblastic leukemia (ALL). It has been hypothesized that TE might signal leukemic aggressiveness. The objective was to determine risk factors for TE during ALL induction (TEind ) therapy and whether TEind is associated with treatment refractoriness. This retrospective cohort study using the population-based Cancer in Young People Canada (CYP-C) registry included children <15 years of age diagnosed with ALL (2000-2019) and treated at one of 12 Canadian pediatric centers outside of Ontario. Univariate and multivariable logistic regression models were used to determine risk factors for TEind and whether TEind predicted induction failure and ALL treatment intensification. The impact of TEind on overall and event-free survival was estimated using Cox proportional hazard regression models. The study included 2589 children, of which 45 (1.7%) developed a TEind . Age (<1 year and ≥10 years vs. 1-<10 years), T-cell phenotype, high-risk ALL, and central nervous system involvement were all associated with TEind in univariate analysis. Age and T-cell phenotype remained independent predictors of TEind in multivariable analysis. Induction failure occurred in 53 patients (2.1%). TEind was not associated with induction failure (OR: not estimable) or treatment intensification (adjusted OR [95% CI]: 0.66 [0.26-1.69]). TEind was independently associated with overall survival (adjusted HR [95% CI]: 2.54 [1.20-5.03]) but not event-free survival (adjusted HR [95% CI] 1.86 [0.98-3.51]). In this population-based study of children treated with contemporary chemotherapy protocols, TEind was associated with age and T-cell phenotype and mortality but did not predict induction failure.

Symptom documentation and intervention in paediatric cancer care-association with severity: observational study.

OBJECTIVES: Primary objectives were to determine the relationship between prevalence of symptom documentation and intervention provision, and increasing severity of bothersome symptoms, as identified by guardians using guardian-reported Symptom Screening in Pediatrics Tool (proxy-SSPedi), which is validated and measures the extent of bothersome symptoms in paediatric patients with cancer. METHODS: We included guardians of children 2-7 years of age receiving cancer treatments and seen in hospital daily for 4 consecutive days. Guardians reported proxy-SSPedi at study enrolment and 3 days later. Chart review was performed between the day prior and the day following proxy-SSPedi completion. Symptom documentation and intervention provision were determined by two independent abstractors. RESULTS: We enrolled 190 guardians who provided 371 proxy-SSPedi assessments in 190 children. The most common severely bothersome symptoms were 'feeling tired', 'feeling more or less hungry than they usually do' and 'feeling cranky or angry'. Among those with increasing severity of bother, documentation was significantly more common for 12 symptoms while intervention was significantly more common for 7 symptoms. Intervention was not significantly more common with increasing severity of bother due to 'feeling tired', 'feeling more or less hungry than they usually do' and 'feeling cranky or angry'. CONCLUSIONS: Symptom documentation was generally more common in patients with severely bothersome symptoms. Intervention was not more common among those with increasing severity of bother due to fatigue, changes in hunger or anger, which were the most common severely bothersome symptoms. Future efforts should focus on facilitating intervention provision to patients with bothersome symptoms.

Validation of co-Symptom Screening in Pediatrics Tool: a novel dyadic approach to symptom screening in pediatric patients receiving cancer treatment.

BACKGROUND: Co-Symptom Screening in Pediatrics Tool (co-SSPedi) is a dyadic (child-guardian) approach to symptom assessment. Objectives were to evaluate the reliability and validity of co-SSPedi for pediatric patients receiving cancer treatments. METHODS: This multicenter study included dyads of patients aged 4-18 years of age with cancer or undergoing hematopoietic cell transplant and their guardians. Two groups were enrolled. The more symptomatic group included those receiving active treatment for cancer or undergoing hematopoietic cell transplant where patients were in hospital or clinic for 4 consecutive days. The less symptomatic group included those receiving maintenance therapy for acute lymphoblastic leukemia or who had completed cancer treatments. At baseline, all dyads completed co-SSPedi, and guardians completed measures of mucositis, nausea, pain, quality of life, and overall symptoms. In the more symptomatic group, dyads completed co-SSPedi and a global symptom change scale on day 4. RESULTS: There were 501 dyads included: 301 in the more symptomatic group and 200 in the less symptomatic group. Median time to complete co-SSPedi was less than 3 minutes in both groups. Test-retest reliability intraclass correlation coefficient was 0.85 (95% confidence interval [CI] = 0.77 to 0.90). For internal consistency, total co-SSPedi Cronbach alpha was 0.81 (95% CI = 0.78 to 0.83). For known groups validation, mean difference in total co-SSPedi scores between the more symptomatic and less symptomatic groups was 7.8 (95% CI = 6.7 to 8.8; P < .0001). For convergent validation and responsiveness, all hypothesized relationships were demonstrated. CONCLUSIONS: Co-SSPedi is a novel approach to dyadic symptom assessment that is reliable, valid, and responsive in pediatric patients aged 4-18 years.

Randomized trial of dyadic-report vs proxy-report and self-report symptom assessment for pediatric patients receiving cancer treatments.

BACKGROUND: We validated different approaches to symptom assessment for pediatric cancer patients based on the Symptom Screening in Pediatrics Tool (SSPedi) for self-report (SSPedi and mini-SSPedi), proxy-report (proxy-SSPedi), and structured dyadic-report (co-SSPedi). The objective was to compare co-SSPedi scores vs proxy-report (proxy-SSPedi) and self-report (SSPedi or mini-SSPedi) scores for pediatric patients receiving cancer treatments. METHODS: This was a single-center, randomized crossover study enrolling English-speaking dyads of pediatric patients with cancer or hematopoietic cell transplant recipients 4-18 years old and their guardians. Dyads were randomized to first complete the dyadic-report (co-SSPedi) or self-report (patients: SSPedi or mini-SSPedi) and proxy-report (guardians: proxy-SSPedi). Dyads then crossed over to the alternate approach. Primary analysis compared total SSPedi scores between randomized groups. RESULTS: We enrolled 420 dyads that were randomized to co-SSPedi first (n = 213) or proxy-SSPedi and self-report SSPedi first (n = 207). Mean total SSPedi scores (± standard deviation) were co-SSPedi (9.6 ± 7.1), proxy-SSPedi (9.7 ± 7.5; P = .950 for comparison vs co-SSPedi), and self-report SSPedi (9.7 ± 8.2; P = .981 for comparison vs co-SSPedi). Co-SSPedi scores were significantly different from proxy-SSPedi for feeling disappointed or sad, feeling cranky or angry, feeling tired, mouth sores, and changes in taste. Co-SSPedi scores were significantly different from self-report SSPedi scores for problems with thinking or remembering things, feeling tired, mouth sores, tingly or numb hands or feet, and diarrhea. CONCLUSIONS: Total co-SSPedi scores were not significantly different compared with proxy-report or self-report scores, although there were differences in specific symptom scores. If different reporter types are used during clinical implementation, specifying reporter type will be important. The study was registered at clinicaltrials.gov (NCT #05012917). Symptoms are common and frequently severely bothersome in pediatric patients with cancer and hematopoietic cell transplant (HCT) recipients (1). To measure the extent of bothersome symptoms, the Symptom Screening in Pediatrics Tool (SSPedi) suite of symptom assessment tools was developed for pediatric patients receiving cancer treatments and currently consists of multiple validated instruments. SSPedi was developed for self-report by patients 8-18 years of age (2,3). Mini-SSPedi was developed for self-report by patients 4 to 7 years of age (4). Proxy-SSPedi was developed for proxy-report by guardians of pediatric patients 2-18 years of age (5). These 3 instruments can be categorized as either self-report (SSPedi or mini-SSPedi) or proxy-report (proxy-SSPedi).

Yoga versus iPad active control for fatigue in paediatric cancer therapy: a randomised controlled trial.

OBJECTIVES: The primary objective was to determine if individualised yoga for hospitalised children receiving intensive chemotherapy was associated with less fatigue using the Pediatric Quality of Life Inventory Multidimensional Fatigue Scale (PedsQL MFS) compared with iPad control. METHODS: This was a multicentre randomised controlled trial of individualised yoga in paediatric patients aged 8-18 years who were inpatients receiving intensive chemotherapy for leukaemia, lymphoma or haematopoietic cell transplantation. Participants were randomised to yoga or iPad groups; allocated programme was delivered individually by trained yoga instructors 5 days/week for 21 days. The primary outcome was day 21 guardian-reported general fatigue using the PedsQL MFS. Secondary outcomes included day 21 PedsQL sleep/rest and cognitive fatigue, Fatigue Scale and PedsQL Acute Cancer Module, and systemic opioid administration. RESULTS: The study was closed early for poor accrual when 125/210 planned participants had been enrolled and randomised to yoga (n=62) or iPad (n=63). Guardian-reported PedsQL MFS general fatigue scores on day 21 were not significantly different between groups (adjusted difference 7.2, 95% CI -2.6 to 16.9) in favour of yoga. However, day 21 cognitive fatigue (adjusted difference 9.0, 95% CI 0.9 to 17.1), cognitive problems (adjusted difference 11.2, 95% CI 3.5 to 19.0) and communication (adjusted difference 10.6, 95% CI 0.8 to 20.4) were significantly better in the yoga compared with the iPad group. There were no significant differences in the other secondary outcomes including PedsQL sleep/rest fatigue (adjusted difference 4.9, 95% CI -3.5 to 13.3). CONCLUSIONS: The effect of individualised yoga on general fatigue is uncertain in paediatric patients receiving intensive chemotherapy. However, yoga significantly improved cognitive fatigue and cognitive problems. TRIAL REGISTRATION NUMBER: NCT02134782.

Development and validation of the SickKids Enterprise-wide Data in Azure Repository (SEDAR).

Objectives: To describe the processes developed by The Hospital for Sick Children (SickKids) to enable utilization of electronic health record (EHR) data by creating sequentially transformed schemas for use across multiple user types. Methods: We used Microsoft Azure as the cloud service provider and named this effort the SickKids Enterprise-wide Data in Azure Repository (SEDAR). Epic Clarity data from on-premises was copied to a virtual network in Microsoft Azure. Three sequential schemas were developed. The Filtered Schema added a filter to retain only SickKids and valid patients. The Curated Schema created a data structure that was easier to navigate and query. Each table contained a logical unit such as patients, hospital encounters or laboratory tests. Data validation of randomly sampled observations in the Curated Schema was performed. The SK-OMOP Schema was designed to facilitate research and machine learning. Two individuals mapped medical elements to standard Observational Medical Outcomes Partnership (OMOP) concepts. Results: A copy of Clarity data was transferred to Microsoft Azure and updated each night using log shipping. The Filtered Schema and Curated Schema were implemented as stored procedures and executed each night with incremental updates or full loads. Data validation required up to 16 iterations for each Curated Schema table. OMOP concept mapping achieved at least 80 % coverage for each SK-OMOP table. Conclusions: We described our experience in creating three sequential schemas to address different EHR data access requirements. Future work should consider replicating this approach at other institutions to determine whether approaches are generalizable.

Taste changes in paediatric oncology: longitudinal evaluation.

OBJECTIVES: Changes in taste is a common symptom in paediatric patients receiving cancer therapies. The primary objective was to describe the prevalence of taste changes longitudinally over a 6-month time frame among paediatric patients with newly diagnosed cancer. Secondary objective was to identify factors associated with taste changes over time. METHODS: In this longitudinal, single centre study, we included paediatric patients newly diagnosed with cancer within the previous 8 weeks who were 4-18 years of age. Interviews were conducted once monthly for 6 months. We asked participants about their experience with taste changes, whether potential interventions were successful and whether taste changes influenced eating. Risk factors were evaluated using generalised linear mixed-effects models. RESULTS: Overall, 60 participants were included. At baseline, 23 (38.3%) participants reported experiencing changes in taste, with the proportion significantly declining over time to 13 (21.7%) at 6 months. The most common specific taste changes were food tasting different, bad or bland. The most common helpful strategies were eating liked foods only, brushing teeth or using mouthwash, drinking more liquids and eating food with strong flavour. Taste change was commonly associated with eating less than usual and reduced enjoyment in eating. Nausea, dry mouth and recent vincristine were independent risk factors for taste changes. CONCLUSIONS: Changes in taste were common within 8 weeks of cancer diagnosis and declined significantly over time. Nausea, dry mouth and recent vincristine were independent risk factors. Future studies should develop and evaluate interventions for managing taste changes in paediatric patients with cancer.

Guideline for the management of fatigue in children and adolescents with cancer or pediatric hematopoietic cell transplant recipients: 2023 update.

Objective was to update a clinical practice guideline (CPG) for the management of fatigue in children and adolescents with cancer or pediatric hematopoietic cell transplant recipients. We reconvened a multi-disciplinary and multi-national panel. While the previous 2018 CPG evaluated adult and pediatric randomized controlled trials (RCTs) to manage fatigue, this 2023 update revised previous recommendations based only on pediatric RCTs. Twenty RCTs were included in the updated systematic review. Physical activity significantly reduced fatigue (standardized mean difference -0.44, 95% confidence interval -0.64 to -0.24; n = 8 RCTs). Using the 2018 recommendations as a basis, the panel continued to make strong recommendations to use physical activity, and to offer relaxation, mindfulness or both, to manage fatigue in pediatric patients. Cognitive or cognitive behavioral therapies may be offered. Pharmacological approaches should not be routinely used. The panel made a new good practice statement to routinely assess for fatigue, ideally using a validated scale.

Adjunctive Diagnostic Studies Completed Following Detection of Candidemia in Children: Secondary Analysis of Observed Practice From a Multicenter Cohort Study Conducted by the Pediatric Fungal Network.

BACKGROUND: Adjunctive diagnostic studies (aDS) are recommended to identify occult dissemination in patients with candidemia. Patterns of evaluation with aDS across pediatric settings are unknown. METHODS: Candidemia episodes were included in a secondary analysis of a multicenter comparative effectiveness study that prospectively enrolled participants age 120 days to 17 years with invasive candidiasis (predominantly candidemia) from 2014 to 2017. Ophthalmologic examination (OE), abdominal imaging (AbdImg), echocardiogram, neuroimaging, and lumbar puncture (LP) were performed per clinician discretion. Adjunctive diagnostic studies performance and positive results were determined per episode, within 30 days from candidemia onset. Associations of aDS performance with episode characteristics were evaluated via mixed-effects logistic regression. RESULTS: In 662 pediatric candidemia episodes, 490 (74%) underwent AbdImg, 450 (68%) OE, 426 (64%) echocardiogram, 160 (24%) neuroimaging, and 76 (11%) LP; performance of each aDS per episode varied across sites up to 16-fold. Longer durations of candidemia were associated with undergoing OE, AbdImg, and echocardiogram. Immunocompromised status (58% of episodes) was associated with undergoing AbdImg (adjusted odds ratio [aOR] 2.38; 95% confidence intervals [95% CI] 1.51-3.74). Intensive care at candidemia onset (30% of episodes) was associated with undergoing echocardiogram (aOR 2.42; 95% CI 1.51-3.88). Among evaluated episodes, positive OE was reported in 15 (3%), AbdImg in 30 (6%), echocardiogram in 14 (3%), neuroimaging in 9 (6%), and LP in 3 (4%). CONCLUSIONS: Our findings show heterogeneity in practice, with some clinicians performing aDS selectively, potentially influenced by clinical factors. The low frequency of positive results suggests that targeted application of aDS is warranted.

Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks.

OBJECTIVE: Development of electronic health records (EHR)-based machine learning models for pediatric inpatients is challenged by limited training data. Self-supervised learning using adult data may be a promising approach to creating robust pediatric prediction models. The primary objective was to determine whether a self-supervised model trained in adult inpatients was noninferior to logistic regression models trained in pediatric inpatients, for pediatric inpatient clinical prediction tasks. MATERIALS AND METHODS: This retrospective cohort study used EHR data and included patients with at least one admission to an inpatient unit. One admission per patient was randomly selected. Adult inpatients were 18 years or older while pediatric inpatients were more than 28 days and less than 18 years. Admissions were temporally split into training (January 1, 2008 to December 31, 2019), validation (January 1, 2020 to December 31, 2020), and test (January 1, 2021 to August 1, 2022) sets. Primary comparison was a self-supervised model trained in adult inpatients versus count-based logistic regression models trained in pediatric inpatients. Primary outcome was mean area-under-the-receiver-operating-characteristic-curve (AUROC) for 11 distinct clinical outcomes. Models were evaluated in pediatric inpatients. RESULTS: When evaluated in pediatric inpatients, mean AUROC of self-supervised model trained in adult inpatients (0.902) was noninferior to count-based logistic regression models trained in pediatric inpatients (0.868) (mean difference = 0.034, 95% CI=0.014-0.057; P < .001 for noninferiority and P = .006 for superiority). CONCLUSIONS: Self-supervised learning in adult inpatients was noninferior to logistic regression models trained in pediatric inpatients. This finding suggests transferability of self-supervised models trained in adult patients to pediatric patients, without requiring costly model retraining.

Severe hypoglycaemia in paediatric oncology: characterisation and risk factors.

OBJECTIVES: Primary objective was to describe the cumulative incidence of severe hypoglycaemia in paediatric patients with cancer. Secondary objectives were to determine risk factors for severe hypoglycaemia and to describe its clinical course and management. METHODS: In this single institution retrospective study, for the cumulative incidence cohort, we included cancer diagnosis and hypoglycaemia episodes between June 2018 and November 2021. For the chart review cohort, we included cancer diagnosis January 2009-November 2021 and hypoglycaemia episodes June 2018-November 2021. RESULTS: There were 1237 cancer diagnoses and 142 patients with severe hypoglycaemia in the cumulative incidence cohort. Cumulative incidence at 6 months after cancer diagnosis was 9.4% (95% CI 7.7% to 11.0%). Severe hypoglycaemia incidence significantly increased over time (r=0.77, p=0.004). Independent risk factors were age at diagnosis (HR 0.88, 95% CI 0.85 to 0.91); acute lymphoblastic leukaemia (HR 3.06, 95% CI 2.19 to 4.29) and relapse (HR 9.54, 95% CI 3.83 to 23.76). There were 4672 cancer diagnoses and 267 episodes of severe hypoglycaemia in the chart review cohort. CONCLUSIONS: The cumulative incidence of severe hypoglycaemia 6 months after cancer diagnosis was 9.4%. Severe hypoglycaemia increased over time. Younger patients, those with acute lymphoblastic leukaemia and those with a history of disease relapse, were at higher risk of severe hypoglycaemia.

Children's Oncology Group's 2023 blueprint for research: Cancer control and supportive care.

The objective of the Cancer Control and Supportive Care (CCL) Committee in the Children's Oncology Group (COG) is to reduce the overall morbidity and mortality of therapy-related toxicities in children, adolescents, and young adults with cancer. We have targeted five major domains that cause clinically important toxicity: (i) infections and inflammation; (ii) malnutrition and metabolic dysfunction; (iii) chemotherapy-induced nausea and vomiting; (iv) neuro- and oto-toxicty; and (v) patient-reported outcomes and health-related quality of life. Subcommittees for each domain prioritize randomized controlled trials and biology aims to determine which strategies best mitigate the toxicities. The findings of these trials are impactful, informing clinical practice guidelines (CPGs) and directly leading to changes in the standard of care for oncology practice. With the development of new therapies, there will be new toxicities, and the COG CCL Committee is dedicated to developing interventions to minimize acute and delayed toxicities, lessen morbidity and mortality, and improve quality of life in pediatric and young adult patients with cancer.