Postdischarge Racial and Ethnic Disparities in Pediatric Appendicitis: A Mediation Analysis.

INTRODUCTION: Significant racial and ethnic disparities exist for children presenting with acute appendicitis; however, it is unknown if disparities persist after initial management and hospital discharge. MATERIALS AND METHODS: We performed a retrospective cohort study of children (aged < 18 y) who underwent treatment for acute appendicitis in 47 U.S. Children's Hospitals between 2017 and 2019. Primary outcomes were 30-d emergency department (ED) visits and 30-d inpatient readmission. Hierarchical multivariable logistic regression models were developed to determine the association of race and ethnicity on the primary outcomes. Inverse odds-weighted mediation analyses were used to estimate the degree to which complicated disease, insurance status, urbanicity, and residential socioeconomic status- mediated disparate outcomes. RESULTS: A total of 67,303 patients were included. Compared with Non-Hispanic White children, Non-Hispanic Black (NHB) (odds ratio [OR] 1.40, 95% confidence interval [CI] 1.23-1.59) and Hispanic/Latinx (HL) children (OR 1.55, 95% CI 1.44-1.67) had higher odds of ED visits. Only NHB children had higher odds of readmission (OR 1.43, 95% CI 1.30-1.57). On a multivariable analysis, NHB (adjusted OR 1.19, 95% CI 1.04-1.36) and HL (adjusted OR 1.19, 95% CI 1.09-1.31) children had higher odds of ED visits. Insurance, disease severity, socioeconomic status, and urbanicity mediated 61.6% (95% CI 29.7-100%) and 66.3% (95% CI 46.9-89.3%) of disparities for NHB and HL children, respectively. CONCLUSIONS: Children of racial and ethnic minorities are more likely to visit the ED after treatment for acute appendicitis, but HL patients did not have a corresponding increase in readmission. These differences were mediated mainly by insurance status and urban residence. A lack of appropriate postdischarge education and follow-up may drive disparities in healthcare utilization after pediatric appendicitis.

Dollars and Sense: The Business of Pediatric Surgery.

INTRODUCTION: This study evaluated North American pediatric surgeons' opinions and knowledge of business and economics in medicine and their perceptions of trends in their healthcare delivery environment. METHODS: We conducted an elective online survey of 1119 American Pediatric Surgical Association members. Over 8 mo, we iteratively developed the survey focused on four areas: opinion, knowledge, current practice environment, and trends in practice environment over the past 5 y. RESULTS: We received 227 (20.3%) complete surveys from pediatric surgeons. One hundred ninety four (85.5%) perceive healthcare as a business and most (85.9%) believe healthcare decisions may affect patients' out-of-pocket expenses. More than half (51.1%) of surgeons believe it has become more challenging to perform emergent cases and most believe staff quality has decreased for elective (56.4%) and emergent (63.0%) cases over the past 5 y. CONCLUSIONS: Pediatric surgeons recognize that medicine is a business and have concerns regarding the decreasing quality of operating room staff and the increasing difficulty providing surgical care over the last 5 y.

Initial Laparotomy Versus Peritoneal Drainage in Extremely Low Birthweight Infants With Surgical Necrotizing Enterocolitis or Isolated Intestinal Perforation: A Multicenter Randomized Clinical Trial.

OBJECTIVE: The aim of this study was to determine which initial surgical treatment results in the lowest rate of death or neurodevelopmental impairment (NDI) in premature infants with necrotizing enterocolitis (NEC) or isolated intestinal perforation (IP). SUMMARY BACKGROUND DATA: The impact of initial laparotomy versus peritoneal drainage for NEC or IP on the rate of death or NDI in extremely low birth weight infants is unknown. METHODS: We conducted the largest feasible randomized trial in 20 US centers, comparing initial laparotomy versus peritoneal drainage. The primary outcome was a composite of death or NDI at 18 to 22 months corrected age, analyzed using prespecified frequentist and Bayesian approaches. RESULTS: Of 992 eligible infants, 310 were randomized and 96% had primary outcome assessed. Death or NDI occurred in 69% of infants in the laparotomy group versus 70% with drainage [adjusted relative risk (aRR) 1.0; 95% confidence interval (CI): 0.87-1.14]. A preplanned analysis identified an interaction between preoperative diagnosis and treatment group (P = 0.03). With a preoperative diagnosis of NEC, death or NDI occurred in 69% after laparotomy versus 85% with drainage (aRR 0.81; 95% CI: 0.64-1.04). The Bayesian posterior probability that laparotomy was beneficial (risk difference <0) for a preoperative diagnosis of NEC was 97%. For preoperative diagnosis of IP, death or NDI occurred in 69% after laparotomy versus 63% with drainage (aRR, 1.11; 95% CI: 0.95-1.31); Bayesian probability of benefit with laparotomy = 18%. CONCLUSIONS: There was no overall difference in death or NDI rates at 18 to 22 months corrected age between initial laparotomy versus drainage. However, the preoperative diagnosis of NEC or IP modified the impact of initial treatment.

Portable Automated Surveillance of Surgical Site Infections Using Natural Language Processing: Development and Validation.

OBJECTIVES: We present the development and validation of a portable NLP approach for automated surveillance of SSIs. SUMMARY OF BACKGROUND DATA: The surveillance of SSIs is labor-intensive limiting the generalizability and scalability of surgical quality surveillance programs. METHODS: We abstracted patient clinical text notes after surgical procedures from 2 independent healthcare systems using different electronic healthcare records. An SSI detected as part of the American College of Surgeons' National Surgical Quality Improvement Program was used as the reference standard. We developed a rules-based NLP system (Easy Clinical Information Extractor [CIE]-SSI) for operative event-level detection of SSIs using an training cohort (4574 operative events) from 1 healthcare system and then conducted internal validation on a blind cohort from the same healthcare system (1850 operative events) and external validation on a blind cohort from the second healthcare system (15,360 operative events). EasyCIE-SSI performance was measured using sensitivity, specificity, and area under the receiver-operating-curve (AUC). RESULTS: The prevalence of SSI was 4% and 5% in the internal and external validation corpora. In internal validation, EasyCIE-SSI had a sensitivity, specificity, AUC of 94%, 88%, 0.912 for the detection of SSI, respectively. In external validation, EasyCIE-SSI had sensitivity, specificity, AUC of 79%, 92%, 0.852 for the detection of SSI, respectively. The sensitivity of EasyCIE-SSI decreased in clean, skin/subcutaneous, and outpatient procedures in the external validation compared to internal validation. CONCLUSION: Automated surveillance of SSIs can be achieved using NLP of clinical notes with high sensitivity and specificity.

Implementation of a Quality Improvement Initiative to Decrease Opioid Prescribing in General Surgery.

BACKGROUND: There is increasing need to avoid excess opioid prescribing after surgery. We prospectively assessed overprescription in our hospital system and used these data to design a quality improvement intervention to reduce overprescription. MATERIALS AND METHODS: Beginning in January 2017, an e-mail-based survey to assess the quantity of opioids used postoperatively as well as patient-reported pain control was sent to all surgical patients in a 23-hospital system. In January 2018, as a quality improvement initiative, guidelines were given to surgeons based on patient consumption data. Prescription and consumption were then tracked prospectively. Wilcoxon signed-rank, analysis of variance, and Cuzick trend tests were used to assess for overprescription and changes over time in opioid prescribing and consumption. RESULTS: We included 2239 patients in our cohort. The amount prescribed (median [IQR]: 30 [24-45] versus 18 [12-30], P < 0.001) and consumed (median [IQR]: 12 [7-20] versus 8 [3-15], P < 0.001) each decreased between the first and last quarter studied. Academic hospitals prescribed fewer opioids than nonacademic hospitals (median [IQR]: 24[15-40] versus median [IQR]: 30 [20-45], P < 0.001). There was no difference in the quantity of opioids consumed between patients treated at academic and nonacademic facilities (median [IQR]: 10[3-19] versus 10.5 [4-20], P = 0.08). Patients consumed a median of 42% of the opioids prescribed, and there was no significant trend in the percent consumed over time (P = 0.8). CONCLUSIONS: Patients used far fewer opioids than prescribed after common adult general surgery procedures. When surgeons were provided with patient consumption data, the number of opioids prescribed decreased significantly.

Hospital-level Variation in Utilization of Surgery for Clinical Stage I-II Pancreatic Adenocarcinoma.

OBJECTIVE: To (1) evaluate rates of surgery for clinical stage I-II pancreatic ductal adenocarcinoma (PDAC), (2) identify predictors of not undergoing surgery, (3) quantify the degree to which patient- and hospital-level factors explain differences in hospital surgery rates, and (4) evaluate the association between adjusted hospital-specific surgery rates and overall survival (OS) of patients treated at different hospitals. BACKGROUND: Curative-intent surgery for potentially resectable PDAC is underutilized in the United States. METHODS: Retrospective cohort study of patients ≤85 years with clinical stage I-II PDAC in the 2004 to 2014 National Cancer Database. Mixed effects multivariable models were used to characterize hospital-level variation across quintiles of hospital surgery rates. Multivariable Cox proportional hazards models were used to estimate the effect of adjusted hospital surgery rates on OS. RESULTS: Of 58,553 patients without contraindications or refusal of surgery, 63.8% underwent surgery, and the rate decreased from 2299/3528 (65.2%) in 2004 to 4412/7092 (62.2%) in 2014 (P < 0.001). Adjusted hospital rates of surgery varied 6-fold (11.4%-70.9%). Patients treated at hospitals with higher rates of surgery had better unadjusted OS (median OS 10.2, 13.3, 14.2, 16.5, and 18.4 months in quintiles 1-5, respectively, P < 0.001, log-rank). Treatment at hospitals in lower surgery rate quintiles 1-3 was independently associated with mortality [Hazard ratio (HR) 1.10 (1.01, 1.21), HR 1.08 (1.02, 1.15), and HR 1.09 (1.04, 1.14) for quintiles 1-3, respectively, compared with quintile 5] after adjusting for patient factors, hospital type, and hospital volume. CONCLUSIONS: Quality improvement efforts are needed to help hospitals with low rates of surgery ensure that their patients have access to appropriate surgery.

Outcomes After Laparoscopic Gastrostomy Suture Techniques in Children.

BACKGROUND: There are various suture techniques used during laparoscopic gastrostomy to secure the stomach to the anterior abdominal wall. However, it remains unclear whether temporary fixation or subcutaneous absorbable sutures predispose pediatric patients to fewer postoperative complications. Our goal was to determine if a particular suture technique resulted in an increased risk for the development of postoperative complications. MATERIALS AND METHODS: A retrospective cohort analysis was performed for patients less than 18 y of age who underwent laparoscopic gastrostomy at a tertiary Children's Hospital between 2012 and 2016. Children were grouped according to suture techniques for laparoscopic gastrostomy placement: temporary sutures or subcutaneous absorbable sutures. Postoperative outcomes at 30 d were defined as major complications (tube dislodgement, unplanned reoperation, readmission) and minor complications (stitch abscess, surgical site infection, emergency department visit). The chi squared test was used to determine if an association existed between the suture techniques and 30 d postoperative complications. RESULTS: We identified 682 pediatric patients who underwent laparoscopic gastrostomy. There were 301 (44%) patients with subcutaneous sutures placed and 381 (56%) with temporary sutures placed. The overall rate of major and minor complications was 8.3% and 22%, respectively. We observed a significant difference in the occurrence of major postoperative complications between the subcutaneous and temporary suture techniques (11% versus 6.3%, P = 0.029). There was no significant difference in the development of minor complications between subcutaneous and temporary suture techniques. CONCLUSIONS: Children who receive subcutaneous sutures during laparoscopic gastrostomy are at an increased risk for developing a major postoperative complication.

Charge Awareness Affects Treatment Choice: Prospective Randomized Trial in Pediatric Appendectomy.

OBJECTIVE: To determine whether charge awareness affects patient decisions. BACKGROUND: Pediatric uncomplicated appendicitis can be treated with open or laparoscopic techniques. These 2 operations are considered to have clinical equipoise. METHODS: In a prospective, randomized clinical trial, nonobese children admitted to a children's hospital with uncomplicated appendicitis were randomized to view 1 of 2 videos discussing open and laparoscopic appendectomy. Videos were identical except that only one presented the difference in surgical materials charges. Patients and parents then choose which operation they desired. Videos were available in English and Spanish. A postoperative survey was conducted to examine factors that influenced choice. The trial was registered at ClinicalTrials.gov (NCT 01738750). RESULTS: Of 275 consecutive cases, 100 met enrollment criteria. In the group exposed to charge data (n = 49), 63% chose open technique versus 35% not presented charge data (P = 0.005). Patients were 1.8 times more likely to choose the less expensive option when charge estimate was given (95% confidence interval, 1.17-2.75). The median total hospital charges were $1554 less for those who had open technique (P < 0.001) and $528 less for the group exposed to charge information (P = 0.033). Survey found that 90% of families valued having input in this decision and 31% of patients exposed to charge listed it as their primary reason for their choice in technique. CONCLUSIONS: Patients and parents tended to choose the less expensive but equally effective technique when given the opportunity. A discussion of treatment options, which includes charge information, may represent an unrealized opportunity to affect change in health care spending.

Cessation of Antibiotics for Complicated Appendicitis at Discharge Does Not Increase Risk of Post-operative Infection.

PURPOSE: The utilization of home antibiotic therapy following surgery for complicated pediatric appendicitis is highly variable. In 2019, we stopped home antibiotic therapy in this cohort at our institution. We sought to evaluate our outcomes following this protocol change. METHODS: We queried our institutional NSQIP Pediatrics data for all children undergoing appendectomy for complicated appendicitis between January 2015 and May 2022. We identified two cohorts: those discharged with home antibiotics (1/1/15-4/30/19) and those discharged with no home antibiotics (5/1/19-4/30/22). Both groups were treated with response based parenteral antibiotics while hospitalized and discharged when clinically well. Our primary outcome was postoperative deep organ space infection requiring intervention (drainage, aspiration, reoperation, or antibiotics). Secondary outcomes included length of stay, superficial site infection, Clostridium difficile colitis, ER visits, post-operative CT imaging, and readmission. RESULTS: There were 185 patients in the home antibiotic group (83% discharged with antibiotics) and 121 patients in the no home antibiotic group (8.3% discharged with antibiotics). There were no significant differences in deep organ space infection requiring intervention (7% vs. 7.4%, p = 1.0). Our length of stay was not different (4.5 days vs. 3.95 days, p = 0.32), nor were other secondary outcomes or patient characteristics. All patients had documented follow-up. CONCLUSIONS: We did not identify differences in deep organ space infections, length of stay or other events after eliminating home antibiotic therapy in our complicated appendicitis cohort. The use of home antibiotics following surgery for complicated appendicitis should be reconsidered. LEVEL OF EVIDENCE: III.

Concurrent SARS-COV-19 and acute appendicitis: Management and outcomes across United States children's hospitals.

BACKGROUND: Nonoperative management of acute appendicitis is a safe and effective alternative to appendectomy, though rates of treatment failure and disease recurrence are significant. The purpose of this study was to determine whether COVID-19-positive children with acute appendicitis were more likely to undergo nonoperative management when compared to COVID-19-negative peers and to compare clinical outcomes and healthcare use for these groups. METHODS: A retrospective cohort study of children <18 years with acute appendicitis across 45 US Children's Hospitals during the first 12 months of the COVID-19 pandemic was performed. Operative management was defined as appendectomy or percutaneous drain placement, whereas nonoperative management was defined as admission with antibiotics alone. Multivariable hierarchical logistic regression using an exact matched cohort was used to determine the association between COVID-19 positivity and nonoperative management. The secondary outcomes included intensive care unit admission, mechanical ventilation, length of stay, nonoperative management failure rates, and hospital variation in nonoperative management. RESULTS: Of 17,481 children in the cohort, 581 (3.3%) were positive for COVID-19. The odds of nonoperative management was significantly higher in the COVID-19-positive group (adjusted odds ratio [95% confidence interval]: 13.4 [10.7-16.8], P < .001). Patients positive for COVID-19 had increased odds of intensive care unit admission (adjusted odds ratio [95% confidence interval]: 3.78 [2.01-7.12], P < .001) and longer length of stay (median 2 days vs 1 day, P < .001). Hospital rates of nonoperative management ranged from 0% to 100% for COVID-19-positive patients and 0% to 42% for COVID-19-negative patients. CONCLUSION: Children with concurrent acute appendicitis and COVID-19 positivity are significantly more likely to undergo nonoperative management. Both groups experience infrequent nonoperative management failure rates and rare intensive care unit admissions. Marked hospital variability in nonoperative management practices was demonstrated.

Reduced Computed Tomography for Appendicitis in Children after Implementation of Next-day Surgery Clinic Follow-up.

The use of computed tomography (CT) in the emergency department (ED) evaluation of pediatric patients for suspected appendicitis can be safely reduced. However, published examples of reduced CT use also report increased MRI utilization, ED length of stay, hospitalization rates, and in-ED surgical consultation. In addition, previous studies recommended follow-up for undifferentiated abdominal pain, yet none with pediatric surgeons. Therefore, we implemented a diagnostic algorithm that includes an option for next-day surgery clinic follow-up in cases where uncertainty remains after appendix ultrasound (US) to reduce CT utilization without increasing hospital-based resources. Methods: We implemented a diagnostic algorithm in January 2014. We retrospectively identified 4,577 patients who underwent an evaluation for suspected appendicitis from January 2012 to September 2015. CT utilization was compared before and after implementation using Statistical Process Control. In addition, we evaluated secondary outcomes, including US utilization, hospital admission, surgery clinic follow-up, ED surgery consultation, ED return visits within 7 days, and ED length of stay. Results: Following the implementation of the algorithm, CT utilization decreased significantly from 13.8% to 6%. Forty-eight patients were evaluated the next day in the optional pediatric surgery clinic for 21 months after implementation. There was no significant change in US utilization, hospital admission, ED surgery consultation, ED return visits within 7 days, or ED length of stay. Conclusion: We achieved decreased CT utilization without an increase in the utilization of other hospital-based resources after implementing a pediatric appendicitis evaluation algorithm that includes the option for next-day pediatric surgery clinic follow-up.

Decreased Incidence of Hirschsprung-Associated Enterocolitis During COVID-19 Across United States Children's Hospitals.

BACKGROUND: The Coronavirus Disease 2019 pandemic provided a natural experiment to study the effect of social distancing on the risk of developing Hirschsprung's Associated Enterocolitis (HAEC). METHODS: Using the Pediatric Health Information System (PHIS), a retrospective cohort study of children (<18 years) with Hirschsprung's Disease (HSCR) across 47 United States children's hospitals was performed. The primary outcome was HAEC admissions per 10,000 patient-days. The exposure (COVID-19) was defined as April 2020-December 2021. The unexposed (historical control) period was April 2018-December 2019. Secondary outcomes included sepsis, bowel perforation, intensive care unit (ICU) admission, mortality, and length of stay. RESULTS: Overall, we included 5707 patients with HSCR during the study period. There were 984 and 834 HAEC admissions during the pre-pandemic and pandemic periods, respectively (2.6 vs. 1.9 HAEC admissions per 10,000 patient-days, incident rate ratio [95% confidence interval]: 0.74 [0.67, 0.81], p < 0.001). Compared to pre-pandemic, those with HAEC during the pandemic were younger (median [IQR]: 566 [162, 1430] days pandemic vs. 746 [259, 1609] days pre-pandemic, p < 0.001) and more likely to live in the lowest quartile of median household income zip codes (24% pandemic vs. 19% pre-pandemic, p = 0.02). There were no significant differences in rates of sepsis (6.1% pandemic vs. 6.1% pre-pandemic, p > 0.9), bowel perforation (1.3% pandemic vs. 1.2% pre-pandemic, p = 0.8), ICU admissions (9.6% pandemic vs. 12% pre-pandemic, p = 0.2), mortality (0.5% pandemic vs. 0.6% pre-pandemic, p = 0.8), or length of stay (median [interquartile range]: 4 [(Pastor et al., 2009; Gosain and Brinkman, 2015) 2,112,11 days pandemic vs. 5 [(Pastor et al., 2009; Tang et al., 2020) 2,102,10 days pre-pandemic, p = 0.4). CONCLUSIONS: The COVID-19 pandemic was associated with significantly decreased incidence of HAEC admissions across US children's hospitals. Possible etiologies such as social distancing should be explored. LEVEL OF EVIDENCE: II.

Internal hernia with volvulus after major abdominal reconstructions in pediatric urology - An infrequently reported and potentially devastating complication.

INTRODUCTION: Enterocystoplasty (EC), appendico- or ileovesicostomy (APV), and appendicocecostomy (APC) can facilitate continence and prevent renal damage for patients with congenital urologic or bowel disease. Bowel obstruction is a well-documented complication of these procedures, and the etiology of obstruction is variable. The aim of this study is to determine the incidence and describe the presentation, surgical findings, and outcomes of bowel obstruction from internal herniation due to these reconstructions. METHODS: In this single institution retrospective cohort study patients who underwent EC, APV, and/or an APC between 1/2011 and 4/2022 were identified via CPT codes within the institutional billing database. Records for any subsequent exploratory laparotomy during this same timeframe were reviewed. The primary outcome was an internal hernia of bowel into the potential space between the reconstruction and the posterior or anterior abdominal wall. RESULTS: Two hundred fifty seven index procedures were performed in 139 patients. These patients were followed for a median of 60 months (IQR 35-104 months). Nineteen patients underwent a subsequent exploratory laparotomy. The primary outcome occurred in 4 patients (including one patient who received their index procedure elsewhere) for a complication rate of 1% (3/257). The complications occurred between 19 months and 9 years after their index procedure (median 5 years). Patients presented with bowel obstruction; two patients also had sudden pain following an ACE flush. One complication was caused by small bowel and cecum passing around the APC and subsequently volvulizing. A second was caused by bowel herniating behind the EC's mesentery and the posterior abdominal wall. A third was caused by bowel herniating behind the APV mesentery and subsequently volvulizing. The exact etiology of fourth internal herniation is unknown. Of the three surviving patients, all required resection of ischemic bowel and 2 required resection of the involved reconstruction. One patient died intraoperatively from cardiac arrest. Only 1 patient required a subsequent procedure to regain lost function. CONCLUSION: Internal herniation caused by small or large bowel passing through a defect between the mesentery and abdominal wall or twisting around a channel occurred in 1% of 257 reconstructions performed over 11 years. This complication can arise many years after abdominal reconstruction, resulting in bowel resection and possibly takedown of the reconstruction. When anatomically possible and technically feasible, the surgeon should close any potential spaces created during the initial abdominal reconstruction.

Pediatric Surgeon Perceptions on Operating Room Environmental Stewardship and Current Institutional Climate-Smart Actions.

BACKGROUND: Operating rooms generate significant greenhouse gas emissions. Our objective was to assess current institutional climate-smart actions and pediatric surgeon perceptions regarding environmental stewardship efforts in the operating room. METHODS: A survey was distributed to members of the American Pediatric Surgical Association in June 2022. The survey was piloted among ten general surgery residents and two professional society cohorts of pediatric surgeons. Comparisons were made by demographic and practice characteristics. RESULTS: Survey response rate was 15.9% (n = 160/1009) and included surgeons predominantly from urban (n = 93/122, 76.2%) and academic (n = 84/122, 68.9%) institutions. Only 9.8% (n = 12/122) of pediatric surgeons were currently involved in operating room environmental initiatives. The most common climate-smart actions were reusable materials and equipment (n = 120/159, 75.5%) and reprocessing of medical devices (n = 111/160, 69.4%). Most surgeons either strongly agreed (n = 48/121, 39.7%) or agreed (n = 62/121, 51.2%) that incorporation of environmental stewardship practices at work was important. Surgeons identified reusable materials/equipment (extremely important: n = 61/129, 47.3%, important: n = 38/129, 29.5%) and recycling (extremely important: n = 68/129, 52.7%, important: n = 29/129, 22.5%) as the most important climate-smart actions. Commonly perceived barriers were financial (extremely likely: n = 47/123, 38.2%, likely: n = 50/123, 40.7%) and staff resistance to change (extremely likely: n = 29/123, 23.6%, likely: n = 60/123, 48.8%). Regional differences included low adoption of energy efficiency strategies among respondents from southern states (n = 0/26, p = 0.01) despite high perceived importance relative to other regions (median: 5, IQR: 4-5 vs median: 4, IQR 4-5, p = 0.04). CONCLUSIONS: While most pediatric surgeons agreed that environmental stewardship was important, less than 10% are currently involved in initiatives at their institutions. Opportunities exist for surgical leadership surrounding implementation of climate-smart actions. LEVEL OF EVIDENCE: Level III.

Extracorporeal membrane oxygenation promotes survival in children with trauma related respiratory failure.

Extracorporeal membrane oxygenation (ECMO), which is used for cardiopulmonary support in many non-trauma settings, may also be of use in pediatric patients with traumatic lung injury by allowing the lung to rest and heal. We have utilized ECMO to support three multitrauma pediatric patients with posttraumatic respiratory failure in the past 2 years. We sought to review our experience at a level 1 tertiary care children's hospital in this patient population. Our outcomes along with the limited number of pediatric trauma patients previously reported in the literature suggest that ECMO may be safely and effectively used to manage respiratory failure in this patient population.

Standard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care-Associated Infection.

BACKGROUND: With the widespread adoption of electronic healthcare records (EHRs) by US hospitals, there is an opportunity to leverage this data for the development of predictive algorithms to improve clinical care. A key barrier in model development and implementation includes the external validation of model discrimination, which is rare and often results in worse performance. One reason why machine learning models are not externally generalizable is data heterogeneity. A potential solution to address the substantial data heterogeneity between health care systems is to use standard vocabularies to map EHR data elements. The advantage of these vocabularies is a hierarchical relationship between elements, which allows the aggregation of specific clinical features to more general grouped concepts. OBJECTIVE: This study aimed to evaluate grouping EHR data using standard vocabularies to improve the transferability of machine learning models for the detection of postoperative health care-associated infections across institutions with different EHR systems. METHODS: Patients who underwent surgery from the University of Utah Health and Intermountain Healthcare from July 2014 to August 2017 with complete follow-up data were included. The primary outcome was a health care-associated infection within 30 days of the procedure. EHR data from 0-30 days after the operation were mapped to standard vocabularies and grouped using the hierarchical relationships of the vocabularies. Model performance was measured using the area under the receiver operating characteristic curve (AUC) and F1-score in internal and external validations. To evaluate model transferability, a difference-in-difference metric was defined as the difference in performance drop between internal and external validations for the baseline and grouped models. RESULTS: A total of 5775 patients from the University of Utah and 15,434 patients from Intermountain Healthcare were included. The prevalence of selected outcomes was from 4.9% (761/15,434) to 5% (291/5775) for surgical site infections, from 0.8% (44/5775) to 1.1% (171/15,434) for pneumonia, from 2.6% (400/15,434) to 3% (175/5775) for sepsis, and from 0.8% (125/15,434) to 0.9% (50/5775) for urinary tract infections. In all outcomes, the grouping of data using standard vocabularies resulted in a reduced drop in AUC and F1-score in external validation compared to baseline features (all P<.001, except urinary tract infection AUC: P=.002). The difference-in-difference metrics ranged from 0.005 to 0.248 for AUC and from 0.075 to 0.216 for F1-score. CONCLUSIONS: We demonstrated that grouping machine learning model features based on standard vocabularies improved model transferability between data sets across 2 institutions. Improving model transferability using standard vocabularies has the potential to improve the generalization of clinical prediction models across the health care system.

Natural language processing for the surveillance of postoperative venous thromboembolism.

BACKGROUND: The objective of this study was to develop a portal natural language processing approach to aid in the identification of postoperative venous thromboembolism events from free-text clinical notes. METHODS: We abstracted clinical notes from 25,494 operative events from 2 independent health care systems. A venous thromboembolism detected as part of the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) was used as the reference standard. A natural language processing engine, easy clinical information extractor-pulmonary embolism/deep vein thrombosis (EasyCIE-PEDVT), was trained to detect pulmonary embolism and deep vein thrombosis from clinical notes. International Classification of Diseases (ICD) discharge diagnosis codes for venous thromboembolism were used as baseline comparators. The classification performance of EasyCIE-PEDVT was compared with International Classification of Diseases codes using sensitivity, specificity, area under the receiver operating characteristic curve, using an internal and external validation cohort. RESULTS: To detect pulmonary embolism, EasyCIE-PEDVT had a sensitivity of 0.714 and 0.815 in internal and external validation, respectively. To detect deep vein thrombosis, EasyCIE-PEDVT had a sensitivity of 0.846 and 0.849 in internal and external validation, respectively. EasyCIE-PEDVT had significantly higher discrimination for deep vein thrombosis compared with International Classification of Diseases codes in internal validation (area under the receiver operating characteristic curve: 0.920 vs 0.761; P < .001) and external validation (area under the receiver operating characteristic curve: 0.921 vs 0.794; P < .001). There was no significant difference in the discrimination for pulmonary embolism between EasyCIE-PEDVT and ICD codes. CONCLUSION: Accurate surveillance of postoperative venous thromboembolism may be achieved using natural language processing on clinical notes in 2 independent health care systems. These findings suggest natural language processing may augment manual chart abstraction for large registries such as NSQIP.

Impact of consolidation of cases on post-operative outcomes for index pediatric surgery cases.

BACKGROUND: The effect of the consolidation of neonatal pediatric surgical cases to limited surgeons within a hospital is unknown. We elected to model the distribution of complex neonatal procedures using an economic measure of market concentration, the Herfindahl-Hirschmann Index (HHI), and study its effect on outcomes of index pediatric surgical operations. METHODS: We used data from 49 US children's hospitals between 2007 and 2017 for the following procedures: congenital diaphragmatic hernia repair (CDH), esophageal atresia and tracheoesophageal fistula repair (EA/TEF), and pull-through for Hirschsprung disease (HD). Mixed effects logistic regression modeling was used to adjust for salient patient characteristics to determine the effect of HHI on in-hospital mortality, condition-specific one-year re-operation, and one-year unplanned readmissions. RESULTS: A total of 2270 infants were identified who underwent surgery for the three conditions of interest. On multivariable analysis, increasing HHI was not associated with differences in mortality or condition-specific re-operation within the first year. A decrease in the number of unplanned readmissions at highly concentrated centers was seen for HD (RR 0.8 CI (0.69-0.97), p = 0.02) and CDH (RR 0.4 CI (0.28-0.71), p < 0.001). CONCLUSIONS: Pediatric surgical specialization did not affect mortality or condition-specific re-operation. However, it did decrease the number of unplanned readmissions following CDH repairs and pull-throughs for HD. STUDY DESIGN: Retrospective Cohort Study. LEVEL OF EVIDENCE: Level II.

Hirschsprung-associated enterocolitis in children treated at US children's hospitals.

BACKGROUND: The incidence of and risk factors for Hirschsprung's-associated enterocolitis (HAEC) following pull-through have been limited to single institutions studies. We characterized the incidence of, risk factors for, and consequences of post-operative HAEC. METHODS: We identified children with Hirschsprung's Disease (HD) at US Children's Hospitals from 2007 to 2017 with and an associated pull-through operation at less than 1 year of age. HAEC readmissions were identified using ICD9/10 Diagnosis Codes and antibiotic administration. Hierarchical logistic regression models were developed for the risk factors for HAEC after pull-through and effects of recurrent HAEC on HD-related reoperations. RESULTS: We identified 2030 children with HD, and 138 (7%) who had two or more readmissions related to HAEC. The frequency of recurrent HAEC by hospital ranged from 0 to 33%. Pre-operative HAEC, history of central nervous system infection, and congenital neurologic anomalies were associated with increased risk of recurrent HAEC. Recurrent HAEC was associated with HD-specific re-operation (OR 5.2, CI 3.3-8.1, p < 0.001); however, it was not associated with risk of in-hospital mortality (OR 3.3, CI 0.88-12.1, p = 0.08). CONCLUSIONS: HAEC following pull-through occurs in a large proportion of infants with HD and predicts reoperation. Multicenter studies are needed to develop prediction models and treatment protocols for HAEC. LEVEL OF EVIDENCE: II TYPE OF STUDY: Retrospective cohort study.

An Administrative Data-based Surrogate Definition Identifies Children Evaluated Beyond Physical Examination for Suspected Appendicitis.

Previous studies have reported on the evaluation of patients diagnosed with appendicitis. Very little is known about all patients evaluated for suspected appendicitis. Patients evaluated beyond physical examination with laboratory and imaging testing, then found not to have appendicitis, are more difficult to identify. Data readily available in administrative databases may be used to identify these patients. METHODS: A multidisciplinary team developed a surrogate definition for evaluating suspected appendicitis in children based on available administrative data. Appendicitis was "suspected" if the patient underwent ultrasonography of the appendix or had a chief complaint of abdominal pain with both complete blood count performed and the word "appendicitis" in the ED provider note. Performance characteristics described the surrogate definition's ability to retrospectively identify patients evaluated for suspected appendicitis through comparison to a population identified via chart review. RESULTS: Compared with manual chart review of 498 patients from June 2014, the surrogate definition identified patients evaluated beyond physical examination for suspected appendicitis with a sensitivity of 79.8%, a specificity of 96.3%, a positive predictive value of 83.3%, and a negative predictive value of 95.3%. Of the 94 patients evaluated beyond physical examination for suspected appendicitis, 37 (39%) underwent appendectomy. CONCLUSIONS: Health systems can retrospectively identify children evaluated beyond physical examination for appendicitis using discrete administrative data and a word search of clinical notes. This surrogate definition for evaluation of suspected appendicitis enables research in quality improvement efforts and health care resource utilization.