Tertiary Academic Medical Center Research Articles

Investigating racial and ethnic disparities in interhospital transfer within an academic integrated healthcare system: A matched cohort study.

The presence of racial and ethnic disparities in interhospital transfer (IHT) within integrated healthcare systems has not been fully explored. We matched Black and Latinx patients admitted to community hospitals in our integrated healthcare system between June 2015 and December 2019 to White patients by origin hospital, age, time of year, and disease severity. We performed conditional logistic regression models to determine if race or ethnicity was associated with IHTinone of the tertiary academic medical centers in the system, adjusting for covariates. The sample contained 107,895 admissions (82.6% White, 7.8% Black, and 9.6% Latinx). Transfer rates were 2.2% versus 2.2% after the Black/White match and 1.8% versus 1.8% after the Latinx/White match. After adjusting for covariates, there was no association between race or ethnicity and IHT (Black vs. White odds ratio [OR]: 0.87, 95% confidence interval [CI]: 0.72-1.07; Latinx vs. White OR: 1.05, 95% CI: 0.79-1.40). This may be due to reduced barriers to transfer with an integrated healthcare system.

Nasal Septal Perforation Dimensional Analysis.

To describe and illustrate septal perforation shape through the documentation and analysis of length and height measurements. A secondary objective is to correlate perforation size to surgical and nonsurgical etiologies. Retrospective case series. Tertiary academic medical center. Length and height of consecutively treated perforations over a 3-year period were measured directly or through computed tomography. Mean differences in length and height measurements were compared and regression analysis used to determine perforation shape and the effect of etiology on perforation size. Perforations were classified by length into small (1-5 mm), medium (6-15 mm), and large (>15 mm) and correlated to shape and etiology. One hundred twenty-four patients (mean age 50.4 years, 60.5% female) met study inclusion criteria. Height was less than length in 93% of perforations 5 mm or greater in length. Mean perforation height was significantly less than length for medium and large perforations (P < .001). Mean length and height measurements of nonsurgical perforations were greater than those for surgical perforations (P < .001). Height is less than length in over 90% of septal perforations. Most perforations assume an elliptical shape as they enlarge. Accurate measurement and presentation of length and height is relevant information to perforation management decisions and for the evaluation of treatment outcomes.

Frequency of Comfort Care and Palliative Care Consultation after ST-Elevation Myocardial Infarction

IntroductionST-elevation myocardial infarction (STEMI) remains a leading cause of death despite advances in revascularization and post-STEMI care. Especially for patients with a poor prognosis, there is increasing emphasis on comfort-focused care. MethodsWe conducted a single-center retrospective cohort study of patients with STEMI at a large tertiary care academic medical center, abstracting patient-level data, causes of death, and use of palliative care consultation from the medical records. We sought to investigate the frequency of comfort-focused approaches and palliative care consultation after STEMI. ResultsA total of 536 patients presented with or were transferred with STEMI from January 2010 to July 2018, of whom 61/536 (11.4%) died during index hospitalization. Among those who underwent percutaneous intervention (PCI), the in-hospital mortality rate was 6.8%. Median (IQR) and time to death was two (0–6) days. Among those who died, 25/61 (41%) were treated with mechanical circulatory support (MCS). A total of 25/61 (41%) patients died following transition to a comfort-focused approach. Rate of MCS utilization during hospitalization was higher in the group that was ultimately transitioned to comfort-focused measures than the group who received full treatment measures. Palliative care was consulted in the case of 6/61 (9.8%) patients. Median time to consultation was 5 (1–7) days and time to death was 6.5 (2–28) days. DiscussionTransition to comfort-focused care before death after STEMI is common, particularly in those with cardiogenic shock and/or treated with MCS, highlighting the critical status of such patients. Although increasingly employed in recent years, palliative care consults remain rare and are often employed late in the hospitalization.

Risk Analysis Index Frailty Score as a Predictor of Otolaryngology Surgical Outcomes.

The Risk Analysis Index (RAI) score is a screening tool to assess patient frailty. It has been shown to be predictive of postoperative outcomes and mortality in orthopedic, urologic, and neurosurgical patient populations. We sought to evaluate the predictive ability of RAI score for surgical outcomes in an otolaryngology patient population. Retrospective study. Academic tertiary medical center. A retrospective study was conducted of adult patients undergoing otolaryngology surgery at a tertiary medical care center over 21 months. Patients were sent electronic RAI survey questionnaires via direct messaging, which was completed prior to surgery. Endpoint data were analyzed, including demographics, RAI score, and patient outcome data. Univariate analysis, ROC curves, and predictive modeling were utilized. A total of 517 patients responded to the RAI questionnaire, resulting in a 59.6% response rate. Mean RAI score was 21.38 ± 11.83. Higher RAI scores were associated with increased 30-day readmissions (P < .0015), postoperative complications (P < .001), hospital length of stay (P < .001), and discharge with home health (P < .001). Predictive models for RAI score and postoperative outcomes were created, and a cutoff score of RAI = 30 was established to identify frail patients. We evaluated if RAI scoring predicted postoperative complications in an otolaryngology patient population. Increased RAI score is significantly associated with poorer surgical outcomes, including increased hospital length of stay, 30-day readmissions, and postoperative complications. We propose a predictive model with suggested RAI cutoff scoring for use in the otolaryngology surgical population.

A Hospice Transitions Program for Patients in the Emergency Department

Patients often visit the emergency department (ED) near the end of life. Their common disposition is inpatient hospital admission, which can result in a delayed transition to hospice care and, ultimately, an inpatient hospital death that may be misaligned with their goals of care. To assess the association of hospice use with a novel multidisciplinary hospice program to rapidly identify and enroll eligible patients presenting to the ED near end of life. This pre-post quality improvement study of a novel, multifaceted care transitions program involving a formalized pathway with email alerts, clinician training, hospice vendor expansion, metric creation, and data tracking was conducted at a large, urban tertiary care academic medical center affiliated with a comprehensive cancer center among adult patients presenting to the ED near the end of life. The control period before program launch was from September 1, 2018, to January 31, 2020, and the intervention period after program launch was from August 1, 2021, to December 31, 2022. The primary outcome was a transition to hospice without hospital admission and/or hospice admission within 96 hours of the ED visit. Secondary outcomes included length of stay and in-hospital mortality. This study included 270 patients (median age, 74.0 years [IQR, 62.0-85.0 years]; 133 of 270 women [49.3%]) in the control period, and 388 patients (median age, 73.0 years [IQR, 60.0-84.0 years]; 208 of 388 women [53.6%]) in the intervention period, identified as eligible for hospice transition within 96 hours of ED arrival. In the control period, 61 patients (22.6%) achieved the primary outcome compared with 210 patients (54.1%) in the intervention period (P < .001). The intervention was associated with the primary outcome after adjustment for age, race and ethnicity, primary payer, Charlson Comorbidity Index, and presence of a Medical Order for Life-Sustaining Treatment (MOLST) (adjusted odds ratio, 5.02; 95% CI, 3.17-7.94). In addition, the presence of a MOLST was independently associated with hospice transition across all groups (adjusted odds ratio, 1.88; 95% CI, 1.18-2.99). There was no significant difference between the control and intervention periods in inpatient length of stay (median, 2.0 days [IQR, 1.1-3.0 days] vs 1.9 days [IQR, 1.1-3.0 days]; P = .84), but in-hospital mortality was lower in the intervention period (48.5% [188 of 388] vs 64.4% [174 of 270]; P < .001). In this quality improvement study, a multidisciplinary program to facilitate ED patient transitions was associated with hospice use. Further investigation is needed to examine the generalizability and sustainability of the program.

Symptomatology in Unilateral Versus Bilateral Superior Canal Dehiscence Patients Undergoing Unilateral Surgery.

To compare symptomatology in patients with unilateral versusbilateral superior semicircular canal dehiscence who underwent unilateral surgical repair. Retrospective cohort study. Single surgeon series at tertiary academic medical center from 2002 to 2021. Patients were administered a standardized questionnaire regarding the presence or absence of 16 symptoms (11 auditory and 8 vestibular) pre- and postoperatively. Symptom rates were compared between patients with unilateral and bilateral dehiscence, and paired statistical testing was used to analyze symptom improvement with surgery. Our final cohort included 125 patients, 93 (74%) with unilateral superior canal dehiscence syndrome(SCDS) and 32 (26%) with bilateral SCDS. Bilateral patients had an increased burden of auditory and vestibular symptoms compared to unilateral patients before surgery (7.6 vs 6.2, P = .03) and after surgery (3.1 vs 1.9, P = .02). Both groups experienced a significant reduction of symptoms following repair (P < .01 for both). Our study has 2key findings: First, patients with bilateral dehiscence seem to be more symptomatic, reporting more auditory and vestibular symptoms both before and after surgery. Second, bilateral patients still seem to benefit from unilateral repair, demonstrating a significant reduction in the number of symptoms with surgery. Our findings may help inform the management of the sizable proportion of SCDS patients with bilateral defects.

Liver injury in paraquat poisoning: A retrospective cohort study.

Liver injury is one of the common complications of paraquat (PQ) poisoning, but whether the degree of liver injury is related to patient prognosis is still controversial. This study aimed to investigate whether liver injury was a risk factor for death in PQ-poisoned patients. We conducted a retrospective cohort study of PQ-poisoned patients from the past 10 years (2011-2020) from a large tertiary academic medical centre in China. PQ-poisoned patients were divided into a normal liver function group (n = 580) and a liver injury group (n = 60). Propensity score matching (PSM) analysis was then performed. A total of 640 patients with PQ poisoning were included in this study. To reduce the impact of bias, dose of PQ, urinary PQ concentration and time from poisoning to hospital admission were matched between the two groups. A 3:1 PSM analysis was performed, ultimately including 240 patients. Compared with the normal liver function group, patients in the liver injury group were older, had a higher R value ([ALT/ULN]/[ALP/ULN]) (p < .001) and had a higher mortality rate. Cox regression analysis showed that there was no significant association between alanine aminotransferase, alkaline phosphatase, total bilirubin levels and hazard of death, but age, PQ dose, creatine kinase isoenzyme, creatine kinase, white blood cell count, neutrophil percentage and lymphocyte percentage were associated with mortality in patients with PQ poisoning. The occurrence of liver injury within 48 h after PQ poisoning was a risk factor for mortality, and such liver injury was likely of a hepatocellular nature. Age, PQ dose, creatine kinase isoenzyme and white blood cell count were positively correlated with mortality, while creatine kinase, percentage of neutrophils and lymphocytes were inversely correlated.

Optimized high-dose granulocyte transfusions for the treatment of infections in neutropenic patients: A single-center retrospective analysis.

Granulocyte transfusions for patients with prolonged neutropenia and severe infections has been a controversial practice. Previous studies suggest a benefit of high-dose granulocyte transfusions (≥0.6 × 109/kg), although, until recently, the consistent production of high-dose units has been challenging. Here, we present our experience and results utilizing high-dose granulocyte transfusions at a large, tertiary academic medical center for the treatment of infections in adult, neutropenic patients. A retrospective chart review (2018-2021) was conducted for all patients who received high-dose granulocyte transfusions from donors stimulated with granulocyte colony-stimulating factor (G-CSF) and dexamethasone. Gathered parameters included patient demographics, clinical history, infection status, dose, clinical outcomes, pre- and post-absolute neutrophil count (ANC), and transfusion times including time between granulocyte collection, administration, and posttransfusion ANC count. Gathered parameters were summarized using descriptive statistics, outcomes were assessed utilizing Kaplan-Meier curves/log-rank/regression testing. Totally 28 adult, neutropenic patients refractory to antimicrobial agents and/or G-CSF received a total of 173 granulocyte concentrates. Median ANC increased from 0.7 × 109/L pre-transfusion to 1.6 × 109/L posttransfusion. The mean granulocyte yield was 77.4 × 109 resulting in an average dose per kilogram of 0.90 × 109 ± 0.30 × 109 granulocytes. Composite day 42 survival and microbial response was 42.9% (n = 12/28) without significant adverse reactions. Here, we demonstrate the successful and safe implementation of high-dose granulocyte transfusions for neutropenic patients. Given the rapid and consistent production, distribution, and improved granulocyte quality, further investigations to determine the clinical efficacy of G-CSF primed granulocyte transfusions is now possible.

Obstetric Anal Sphincter Injury: Interpregnancy Interval and Route of Subsequent Delivery.

Knowledge on the interpregnancy interval (IPI) among women with an obstetric anal sphincter injury (OASI) is both limited and not well understood. The objectives of this study were to describe the IPI among women with OASI and to compare women with OASI based on the route of subsequent obstetric delivery and OASI recurrence. This was a retrospective single-cohort study of women who had an OASI between 2013 and 2015 at a tertiary academic medical center. Demographics, obstetric delivery data, postpartum sequelae, and subsequent pregnancy delivery data from 2013 to 2021 were collected. The IPI was defined as the time from date of first vaginal delivery to date of conception of the subsequent pregnancy. Women without a subsequent pregnancy were censored at the date of last contact. The IPI was evaluated using a survival analysis (Kaplan-Meier estimator). A total of 287 women experienced an OASI, and subsequent pregnancy occurred for 178 (62.0%) women. The median IPI was 26.4 months (95% confidence interval: 23.7-29.9) for women with a prior OASI. Of the 97 women who did not have a subsequent pregnancy documented during the study, the median follow-up was 64.0 months (interquartile range: 5.7-80.0). Subsequent delivery route data were available for 171 women; of those, 127 (74.3%) experienced a subsequent vaginal delivery and 44 (25.7%) experienced a cesarean delivery. Of the 127 women who experienced a subsequent vaginal delivery, 3 (2.4%) experienced a recurrent OASI. The IPI among women with OASI is similar to the IPI for all women in Ohio and in the United States.

Impact of Flap Size and Comorbidities on Supraclavicular Artery Island Flap Outcomes.

Use of the supraclavicular artery island flap (SCAIF) in head and neck reconstruction has increased in recent years. Limited but improving experience among reconstructive surgeons with the procedure have exposed numerous issues associated with flap success. The objective of this study is to examine the role of flap size on viability. Retrospective case series. Tertiary Academic Medical Center. Review of patients undergoing SCAIF reconstruction between January 2014 and March 2022 was performed. Flap failure was defined as >50% skin paddle loss. The total flap surface area was examined. Multivariable analysis was performed to evaluate the association of other variables associated with flap failure. Eighty-nine supraclavicular island flaps were reviewed. Mean patient age was 63.2 ± 11.4 years. Fifty-five (61.2%) were male. Forty-five flaps (50.6%) were used for the reconstruction of defects of the skin of the neck/face. Twenty-nine flaps (32.6%) were utilized for defects of the pharynx/oropharynx, and 15 (16.9%) were utilized for oral cavity defects. Flap success rate was 94% (73/89). Flap site was not associated with flap failure (P = .46). Flaps >25 cm2 were 75% more likely to be successful. Multivariable logistic regression to assess the association of flap size in the context of other co-morbidities indicated flaps >25 cm2 were 3.6 times more likely to succeed regardless of co-morbidities, and patients with chronic obstructive pulmonary disease (COPD) have a 7-fold risk of flap failure (odds ratio: 7.3, 1.72-30.98, P = .007). An association with improved flap outcomes and larger skin paddles was observed in this series. The applicability of these observations to smaller flaps and larger series with more surgeons requires further study. Co-morbidities, particularly, COPD, continue to impact flap outcomes.

Applying Machine Learning Models Derived From Administrative Claims Data to Predict Medication Nonadherence in Patients Self-Administering Biologic Medications for Inflammatory Bowel Disease.

Adherence to self-administered biologic therapies is important to induce remission and prevent adverse clinical outcomes in Inflammatory bowel disease (IBD). This study aimed to use administrative claims data and machine learning methods to predict nonadherence in an academic medical center test population. A model-training dataset of beneficiaries with IBD and the first unique dispense of a self-administered biologic between June 30, 2016 and June 30, 2019 was extracted from the Commercial Claims and Encounters and Medicare Supplemental Administrative Claims Database. Known correlates of medication nonadherence were identified in the dataset. Nonadherence to biologic therapies was defined as a proportion of days covered ratio <80% at 1 year. A similar dataset was obtained from a tertiary academic medical center's electronic medical record data for use in model testing. A total of 48 machine learning models were trained and assessed utilizing the area under the receiver operating characteristic curve as the primary measure of predictive validity. The training dataset included 6998 beneficiaries (n = 2680 nonadherent, 38.3%) while the testing dataset included 285 patients (n = 134 nonadherent, 47.0%). When applied to test data, the highest performing models had an area under the receiver operating characteristic curve of 0.55, indicating poor predictive performance. The majority of models trained had low sensitivity and high specificity. Administrative claims-trained models were unable to predict biologic medication nonadherence in patients with IBD. Future research may benefit from datasets with enriched demographic and clinical data in training predictive models.

Poster 330: Graft Selection and Lateral Augmentation in Revision ACL Reconstruction: Experience of a Large Tertiary Academic Center

Objectives: Primary purpose of this study was to assess failure rates in revision ACL reconstruction and to determine the influence of graft selection and lateral augmentation procedures. A secondary purpose was to identify a subset of patients for whom reconstruction with allograft yields equivalent failure rates to autograft. Methods: This was a retrospective study at a tertiary academic medical center. The electronic medical record was queried for current procedural terminology codes for ACL reconstructions (29888) from June 2011 – October 2022. Data was reviewed to ensure that only revision ACL reconstructions were included. Demographic information including age, gender, and BMI were obtained from the EMR query as well. Graft types used and lateral augmentation procedures performed were identified through manual review of operative notes. Failure rates were recorded based on documentation of ACL graft re-tear in the database. Results: Three-hundred thirty patients who underwent revision ACL reconstruction at our institution were included in the final analysis. Patients were 30.2% female with a mean age of 31.9 years (SD 10.5). Mean follow up was 21.7 months (SD 25.8). Overall re-tear rate at final follow up was 6.7%. Lateral augmentation procedures were performed in 42.1% of patients (48.2% anterolateral ligament reconstruction [ALL], 51.8% lateral extraarticular tenodesis [LET]). The most common graft types were bone patella bone (BTB) allograft (40.3%) and BTB autograft (36.1%). Other graft types included quadriceps tendon autograft (6.4%), hamstring tendon allograft (5.2%), hamstring tendon autograft (4.5%), tibialis anterior allograft (4.2%), Graftlink allograft (1.5%), quadriceps tendon allograft (1.5%), and Achilles tendon allograft (0.3%). Age, gender, and BMI were not significantly different between patients who retore their ACL graft vs. those who did not (p&gt; .05). Patients who underwent a LET procedure had significantly lower failure rates (0%) than those who underwent an ALL reconstruction (10.4%) or no lateral augmentation procedure (7.9%), (p=.029). Failure rates for the three most common grafts used are shown in Figure 1. The rate of re-tear was significantly higher in patients who underwent reconstruction with allograft as compared to autograft (10.3% vs. 2.6%, p=.007). When only patients above 40 years of age were analyzed (n=67), the rate of re-tear was not significantly different in patients who underwent reconstruction with allograft as compared to autograft (8.8% vs. 10.0%, p=.999). There was a higher proportion of patients over 40 with allograft who underwent LET (22.8% vs. 10.0%), but this was not statistically significant (p=.675). Among patients under 40 who underwent reconstruction with allograft, a lower proportion of patients who had a re-tear underwent LET than those who did not re-tear (0% vs. 16.3%), but this was not statistically significant (p=.210). Conclusions: Overall re-tear rates were higher in patients who underwent revision ACL reconstruction with allograft. However, in older patients who may be less active, re-tear rates were comparable for allograft and autograft. Additionally, patients who underwent lateral extraarticular tenodesis had lower re-tear rates. Careful consideration of patient demographics and clinical characteristics is necessary for graft selection and indication for lateral augmentation in revision ACL reconstruction.

Defining the Value of Vascular Surgery Service at a Tertiary Academic Medical Center

BackgroundVascular surgeons play a critical role in the functioning of a healthcare system. As a service line, vascular surgery not only performs its own complex operations but also provides support to other surgical specialties by assisting in the management of vascular-related complications. Previous reports have acknowledged the value of consulting vascular surgeons; however, these studies have primarily been limited to single-center series. In this study, we aim to contribute to the existing literature by sharing our experience and highlighting the financial value of consulting vascular surgeons at a large tertiary academic medical center. MethodsInstitutional electronic medical records were retrospectively queried for all operations performed by vascular surgeons from 2020-2022. Two separate procedural groups were identified. The first group comprised all surgeries where vascular surgery was listed as a co-surgeon for other surgical specialties. The second group comprised all surgeries where vascular surgery was the primary surgeon for service-level cases. Service cases were defined as operations resulting directly from (1) iatrogenic complications from other services, (2) consultations for traumatic injury, or (3) primary surgeon for non-vascular cases. The Centers for Medicare and Medicaid Services (CMS) Physician Fee Schedule was used to calculate work relative value units (wRVU) per primary procedure code. ResultsA total of 7821 surgeries were performed with vascular involvement over the study period. Of these, 726 operations (9.3%) were co-surgeon cases requiring intraoperative vascular assistance, from 109 surgeons across all 16 surgical specialties. There was no missing data. The most common specialties requesting vascular assistance included cardiac surgery (n=247, 34.0%), orthopedic surgery (n=152, 20.9%), and neurosurgery (n=131, 18.0%). Total procedural wRVU for co-surgeon cases was 16,220, and total charges exceeded $77.5 million dollars. Vascular surgery served in a primary surgeon role in an additional 154 service-level cases (2.0%) resulting from ten non-surgical services. The most common service-level indication was iatrogenic vascular injury (n=87, 56.4%), and the majority of service-level cases required urgent or emergent surgery (n=123, 79.9%). These procedures generated an additional 2,150 wRVU and $1.1 million dollars in charges for the hospital system. Of all co-surgeon or service-level cases, 19.1% (n=168) occurred after-hours and 10.3% (n=91) occurred on a holiday or weekend. ConclusionVascular surgery is crucial to the operation of all surgical services and many non-surgical service lines within an academic medical center. Apart from providing essential services for primary vascular diseases, the vascular surgery service line offers substantial financial benefits to the healthcare system through its consulting role. A considerable portion of operative consultations are performed under urgent or emergent circumstances, often necessitating surgical intervention outside regular working hours or on holidays/weekends. These findings have significant implications for assessing the value and compensation of vascular surgeons in today's healthcare landscape.

Application of Time-Driven Activity-Based Costing for Head and Neck Microvascular Free Flap Reconstruction.

Traditional hospital accounting fails to provide an accurate cost of complex surgical care. Here we describe the application of time-driven activity-based costing (TDABC) to characterize costs of head and neck oncologic procedures involving free tissue transfer. Retrospective cohort study. Single tertiary academic medical center. An analysis of head and neck oncologic procedures involving microvascular free flap reconstruction from 2018 to 2020 (n = 485) was performed using TDABC methodology to measure cost across operative case and postoperative admission, using quantity of time and cost per unit of each resource to characterize resource utilization. Univariate and generalized linear mixed models were used to examine associations between patient and hospital characteristics and cost of care delivery. The total cost of care delivery was $41,905.77 ± 21,870.27 with operating room (OR) supplies accounting for only 10% of the total cost. Multivariable analyses identified significant cost drivers including operative time, postoperative length of stay, number of return trips to the OR, postoperative complication, number of free flaps performed, and patient transfer from another hospital or via emergency department admission (P < .05). Operative time and postoperative length of stay, but not operative supplies, were primary drivers of cost of care for head and neck oncology cases involving free tissue transfer. TDABC offers granular cost characterization to inform cost optimization through unused capacity identification and postoperative admission efficiencies.

Leveraging machine learning to develop a postoperative predictive model for postoperative urinary retention following lumbar spine surgery.

Postoperative urinary retention (POUR) is the inability to urinate after a surgical procedure despite having a full bladder. It is a common complication following lumbar spine surgery which has been extensively linked to increased patient morbidity and hospital costs. This study hopes to development and validate a predictive model for POUR following lumbar spine surgery using patient demographics, surgical and anesthesia variables. This is a retrospective observational cohort study of 903 patients who underwent lumbar spine surgery over the period of June 2017 to June 2019 in a tertiary academic medical center. Four hundred and nineteen variables were collected including patient demographics, ICD-10 codes, and intraoperative factors. Least absolute shrinkage and selection operation (LASSO) regression and logistic regression models were compared. A decision tree model was fitted to the optimal model to classify each patient's risk of developing POUR as high, intermediate, or low risk. Predictive performance of POUR was assessed by area under the receiver operating characteristic curve (AUC-ROC). 903 patients were included with average age 60 ± 15 years, body mass index of 30.5 ± 6.4 kg/m2, 476 (53%) male, 785 (87%) white, 446 (49%) involving fusions, with average 2.1 ± 2.0 levels. The incidence of POUR was 235 (26%) with 63 (7%) requiring indwelling catheter placement. A decision tree was constructed with an accuracy of 87.8%. We present a highly accurate and easy to implement decision tree model which predicts POUR following lumbar spine surgery using preoperative and intraoperative variables.

Application of the Sepsis-3 criteria to describe sepsis epidemiology in the Amsterdam UMCdb intensive care dataset.

Sepsis is a major cause of morbidity and mortality worldwide. In the updated, 2016 Sepsis-3 criteria, sepsis is defined as life-threatening organ dysfunction caused by a dysregulated host response to infection, where organ dysfunction can be represented by an increase in the Sequential Organ Failure Assessment (SOFA) score of 2 points or more. We sought to apply the Sepsis-3 criteria to characterise the septic cohort in the Amsterdam University Medical Centres database (Amsterdam UMCdb). We examined adult intensive care unit (ICU) admissions in the Amsterdam UMCdb, which contains de-identified data for patients admitted to a mixed surgical-medical ICU at a tertiary academic medical centre in the Netherlands. We operationalised the Sepsis-3 criteria, defining organ dysfunction as an increase in the SOFA score of 2 points or more, while infection was defined as a new course of antibiotics or an escalation in antibiotic therapy, with at least one antibiotic given intravenously. Patients with sepsis were determined to be in septic shock if they additionally required the use of vasopressors and had a lactate level >2 mmol/L. We identified 18,221 ICU admissions from 16,408 patients in our cohort. There were 6,312 unique sepsis episodes, of which 30.2% met the criteria for septic shock. A total of 4,911/6,312 sepsis (77.8%) episodes occurred on ICU admission. Forty-seven percent of emergency medical admissions and 36.7% of emergency surgical admissions were for sepsis. Overall, there was a 12.5% ICU mortality rate; patients with septic shock had a higher ICU mortality rate (38.4%) than those without shock (11.4%). We successfully operationalised the Sepsis-3 criteria to the Amsterdam UMCdb, allowing the characterization and comparison of sepsis epidemiology across different centres.

Systemic lidocaine versus erector spinae plane block for improving quality of recovery after laparoscopic cholecystectomy: A randomized controlled trial

Study objectiveTo compare intravenous lidocaine, ultrasound-guided erector spinae plane block (ESPB), and placebo on the quality of recovery and analgesia after laparoscopic cholecystectomy. DesignA prospective, triple-arm, double-blind, randomized, placebo-controlled non-inferiority trial. SettingA single tertiary academic medical center. Patients126 adults aged 18–65 years undergoing elective laparoscopic cholecystectomy. InterventionsPatients were randomly allocated to one of three groups: intravenous lidocaine infusion (1.5 mg/kg bolus followed by 2 mg/kg/h) plus bilateral ESPB with saline (25 mL per side); bilateral ESPB with 0.25% ropivacaine (25 ml per side) plus placebo infusion; or bilateral ESPB with saline (25 ml per side) plus placebo infusion. MeasurementsThe primary outcome was the 24-h postoperative Quality of Recovery-15 (QoR-15) score. The non-inferiority of lidocaine versus ESPB was assessed with a margin of −6 points and 97.5% confidence interval (CI). Secondary outcomes included 24-h area under the curve (AUC) for pain scores, morphine consumption, and adverse events. Main results124 patients completed the study. Median (IQR) 24-h QoR-15 scores were 123 (117–127) for lidocaine, 124 (119–126) for ESPB, and 112 (108–117) for placebo. Lidocaine was non-inferior to ESPB (median difference –1, 97.5% CI: −4 to ∞). Both lidocaine (median difference 9, 95% CI: 6–12, P < 0.001) and ESPB (median difference 10, 95% CI: 7–13, P < 0.001) were superior to placebo. AUC for pain scores and morphine use were lower with lidocaine and ESPB versus placebo (P < 0.001 for all), with no significant differences between lidocaine and ESPB. One ESPB patient reported a transient metallic taste; no other block-related complications occurred. ConclusionsFor patients undergoing laparoscopic cholecystectomy, intravenous lidocaine provides a non-inferior quality of recovery compared to ESPB without requiring specialized regional anesthesia procedures. Lidocaine may offer a practical and accessible alternative within multimodal analgesia pathways.

The effects of a Teddybear Hospital project on prescool childrens' knowledge and medical students' professionalism: a prospective cohort study.

The Teddybear Hospital (TH) Project is an effort to increase children's knowledge and decrease their anxiety. It is also intended to improve medical students' pediatric communication skills. This study evaluated the educational effects on participating preschool children and medical students. Preschool children were offered to bring their stuffed toys to the TH at our tertiary academic medical center. Medical students who had completed the pediatric surgery rotation staffed the TH, performed examinations, and interacted with the children. The children's knowledge of anatomy, medical equipment, and healthy lifestyle, along with their level of anxiety towards hospitalization, was assessed using pre- and post-interventional validated survey tools. Preschool peers who did not participate in the TH served as controls. Participating medical students were tested on professionalism and pediatric surgical knowledge during, and 3 weeks after the intervention, and compared to their non-participating peers. A total of 131 children (63 intervention, 68 control) and 48 medical students (16 intervention, 32 control) participated in the study. Children's state anxiety decreased by 0.98 points (95% Confidence Interval [CI] -0.3 to -1.8, P<0.001), while knowledge increased significantly on "healthy lifestyle" by 1.4 points (95% CI 1.01 to 1.79, P<0.05), on "medical equipment" by 4.5 points (95% CI 3.8 to 5.2, P <0.0001), and on "anatomy" by 5.05 points (95% CI 4.73 to 5.73, P<0.01). No changes were detected in any of the outcome measures in the control group. Medical students' objective professionalism increased by 4.2 points (95% CI 1.58 to 6.80, P<0.01) compared to non-participant medical students. The tests did not show an increase in the medical students' pediatric surgical knowledge. Preschool participation in a TH increased knowledge and decreased anxiety regarding hospitalization and medical personnel. It also helped medical students to playfully acquire medical professionalism.

Are renal stone protocol computed tomography reports giving us enough information?

Non-contrast computed tomography (CT) is the gold-standard diagnostic test for urolithiasis. Little is published regarding which information needs to be included in the report for it to be most useful to the healthcare team for efficient triage and high-quality patient care. This study aimed to assess the quality and variability of CT scan reporting at a single Canadian tertiary academic medical center. We completed a retrospective review of 100 consecutive renal colic CT scans. Descriptive statistics were used to report the frequency with which specific elements commonly used by urologists to triage and treat patients were included in radiology reports. Our sample had a mean age of 51.4±13.1 years. Stone size was universally reported for obstructing stones but was less frequently reported for non-obstructing stones (100% vs. 86.8%). A similar trend was observed for the exact stone number (100% vs. 93.4%). Non-obstructing stones were more likely than obstructing stones to be reported in one dimension (77.5% vs. 47%). Obstructing stones were reported in three dimensions 27% of the time. CT reports commonly include the presence or absence of hydronephrosis status (98%) but are less likely to include renal size (32%) and periureteral stranding (16%). Hounsfield units (HU) were reported in 3% of the reports, but skin-to-stone distance (SSD) and radiation dose were never reported. Reports routinely included assessments of stone size, location, and number (although not uniformly). HU, SSD, and radiation dose were rarely reported. This provides insight into opportunities for standardized reporting to optimize knowledge transfer that may result in clinical efficiency and improved quality of patient care.

Utilization trends for MR arthrography of the hip and shoulder: a retrospective cross-sectional analysis of 20-year data from a tertiary care academic medical center.

The purpose of this study is to analyze changes in the utilization of MRA of the hip and shoulder at a large tertiary care academic medical center during a period of significant technological advancements over the last 20 years. This retrospective cross-sectional analysis identified MRA of the hip and shoulder performed at our institution over a 20-year period (2/2003-2/2023) in relation to the total number of MR hip and shoulder examinations during the same period. Patient characteristics and referring provider demographic information were extracted. Descriptive statistics and trend analysis were performed. The total number of MRIs of the hip and shoulder increased overall, with small dips in 2020 and 2022. MRA of the hip increased significantly over the first 10 years of the study period (p = 0.0005), while MRA of the shoulder did not change significantly (p = 0.33). The proportion of both MRA of the hip and shoulder declined over the last 10 years (hip, p = 0.0056; shoulder, p = 0.0017). Over the same period, there was significant increase in the proportion of examinations performed at 3 Tesla versus 1.5 (p < 0.0001). Overall, there was a downward trend in MR shoulder and hip arthrogram utilization in the second half of this 20-year study period. However, utilization varied somewhat by referring specialties and credentials. These changes are likely reflective of both improvements in image quality and evolving practice recommendations. Awareness of such trends may be valuable in ensuring appropriate patient care, as well as for anticipating the needs of a musculoskeletal radiology practice.