Gender differences in ergonomics during simulated ureteroscopy.

BACKGROUND: Female urologists report higher rates of work-related physical discomfort compared to male urologists. We compared ergonomics during simulated ureteroscopy, the most common surgery for kidney stones, between male and female urologists. METHODS: Surface electromyography was used to measure muscle activation during common ureteroscopic tasks in urology trainees and staff with different surgeon positions and ureteroscopes. Subjective workload was assessed using the NASA Task Load Index (NASA-TLX). Paired t-tests, Wilcoxon rank-sum tests, and multivariate regressions were used to compare muscle activation by gender for each trial condition. RESULTS: There was no difference in age or distribution of training level between genders, though men had larger glove sizes. Across all conditions, women required greater muscle activation in multiple muscle groups and had greater NASA-TLX scores compared to men. CONCLUSIONS: There may be gender differences in ergonomics during ureteroscopy based on muscle activation and subjective workload, suggesting potential for personalizing surgical ecosystems.

Improving the accuracy of automated gout flare ascertainment using natural language processing of electronic health records and linked Medicare claims data.

BACKGROUND: We aimed to determine whether integrating concepts from the notes from the electronic health record (EHR) data using natural language processing (NLP) could improve the identification of gout flares. METHODS: Using Medicare claims linked with EHR, we selected gout patients who initiated the urate-lowering therapy (ULT). Patients' 12-month baseline period and on-treatment follow-up were segmented into 1-month units. We retrieved EHR notes for months with gout diagnosis codes and processed notes for NLP concepts. We selected a random sample of 500 patients and reviewed each of their notes for the presence of a physician-documented gout flare. Months containing at least 1 note mentioning gout flares were considered months with events. We used 60% of patients to train predictive models with LASSO. We evaluated the models by the area under the curve (AUC) in the validation data and examined positive/negative predictive values (P/NPV). RESULTS: We extracted and labeled 839 months of follow-up (280 with gout flares). The claims-only model selected 20 variables (AUC = 0.69). The NLP concept-only model selected 15 (AUC = 0.69). The combined model selected 32 claims variables and 13 NLP concepts (AUC = 0.73). The claims-only model had a PPV of 0.64 [0.50, 0.77] and an NPV of 0.71 [0.65, 0.76], whereas the combined model had a PPV of 0.76 [0.61, 0.88] and an NPV of 0.71 [0.65, 0.76]. CONCLUSION: Adding NLP concept variables to claims variables resulted in a small improvement in the identification of gout flares. Our data-driven claims-only model and our combined claims/NLP-concept model outperformed existing rule-based claims algorithms reliant on medication use, diagnosis, and procedure codes.

Comparison of Radiation Exposure for Pregnant Patients Requiring Intervention for Suspected Obstructing Nephrolithiasis.

OBJECTIVE: To identify the differences in radiation exposure per suspected stone episode between percutaneous nephrostomy tube (PCN), stent, and primary ureteroscopy (URS).The incidence of nephrolithiasis in pregnancy is low; however, repercussions for both mother and fetus can be significant. In cases of suspected obstructing nephrolithiasis, intervention may be required, including ureteral stent, PCN, or URS, with the potential for multiple subsequent procedures that often utilize fluoroscopy. METHODS: Pregnant patients who required an intervention (stent, PCN, or URS) for suspected obstructing nephrolithiasis were retrospectively reviewed. The primary outcome was total fluoroscopy exposure per suspected stone episode. Secondary outcomes included fluoroscopic exposure per procedure and number of procedures required. RESULTS: After excluding patients with renal anomalies and incomplete radiation data, 78 out of 100 patients were included in the analysis. Forty patients (51.3%) underwent initial stent placement, 22 (28.2%) underwent initial PCN placement, and 16 (20.5%) underwent primary URS. Total mean radiation exposure per stone episode was significantly higher in patients who underwent PCN, (286.9 mGy vs 3.7 mGy (stent) and 0.2 mGy (URS), P <.001). In addition, patients who underwent initial PCN placement had significantly more procedures (P <.001) and mean radiation exposure per procedure was higher (P <.001). More than 40% of PCNs experienced dysfunction, and mean duration between PCN exchanges was 16.5 days. CONCLUSION: In pregnant patients with suspected obstructing nephrolithiasis requiring intervention, initial PCN placement was associated with a significantly higher number of procedures, radiation exposure per procedure, and total radiation exposure per suspected stone episode compared to stent and URS.

Ergonomics in the OR: An Electromyographic Evaluation of Common Muscle Groups Used During Simulated Flexible Ureteroscopy - a Pilot Study.

OBJECTIVE: To assess the effects of different surgeon positions and ureteroscope types on muscle activation as measured by surface electromyography (sEMG) during simulated ureteroscopy in an endourology box-trainer model and the kidney phantom. METHODS: For this exploratory study, sEMG was used to quantify muscle activation of 3 endourology fellows during various ureteroscopic tasks. Electrodes were placed on the ureteroscope-holding side of the following muscles: thenar, forearm flexor, forearm extensor, biceps, triceps, deltoid, and trapezius. Subjects wore fitted lead aprons in an operating room and used a cystoscopy table with surgical drapes and an endoscopic video tower. Trials were completed with a disposable and reusable ureteroscope, both in the standing and sitting positions. Each subject performed an identical set of tasks in a phantom silicone kidney and ureteroscopy box trainer to recreate the procedural components of basketing, navigating a renal collecting system, and dusting. Raw EMG data for each task was processed and normalized as a percent of each subject's maximum voluntary contraction to allow comparison. RESULTS: The forearm extensor was the most heavily utilized muscle. The trapezius and deltoid muscles were activated more during sitting whereas the forearm flexors had increased activity during standing. The heavier reusable ureteroscope had increased forearm extensor activation compared to the disposable ureteroscope. CONCLUSION: Preliminary data show measurable differences in muscle activation based on both surgical posture and type of ureteroscope used. This highlights the need for more extensive EMG studies to identify techniques and equipment to optimize ergonomics and potentially minimize injury during flexible ureteroscopy.

Music therapy in pediatric asthma improves pulmonary function while reducing hospitalizations.

Objective: The aim of this study was to evaluate music therapy (MT), in conjunction with standard care, as a complementary option for asthma management in pediatric patients.Methods: 173 children were randomly assigned to one of three groups: 1) Music: a single individualized MT session along with a recorder and journal with instructions for home use; 2) Music Plus: weekly group MT sessions along with a recorder and journal for home use; or 3) Control: standard of care. Primary endpoints included pulmonary function tests (FEV1, FVC, FEF25-75, PEF), hospitalizations, ER visits, missed school days, and quality of life (Juniper).Results: Significant intergroup differences relative to Controls were observed for FEV1/FVC (Music and Music Plus, p < 0.05) and FEF25-75 (Music Plus; p < 0.01). Music Plus participants experienced fewer hospitalizations compared to Controls (p < 0.001), corresponding to 1.16 fewer hospitalizations per patient-year. Caregivers' perception of their children's QOL significantly increased in the Music (p = 0.011) and Music Plus (p < 0.001) groups compared to Controls.Conclusion: These results reflect MT's potential to favorably impact pediatric asthma management as a child-friendly, low-risk intervention. Further research is needed to substantiate the possible benefits of incorporating MT into standard treatment regimens.

Role of ferroelectric polarization during growth of highly strained ferroelectric materials.

In ferroelectric thin films and superlattices, the polarization is intricately linked to crystal structure. Here we show that it can also play an important role in the growth process, influencing growth rates, relaxation mechanisms, electrical properties and domain structures. This is studied by focusing on the properties of BaTiO3 thin films grown on very thin layers of PbTiO3 using x-ray diffraction, piezoforce microscopy, electrical characterization and rapid in-situ x-ray diffraction reciprocal space maps during the growth using synchrotron radiation. Using a simple model we show that the changes in growth are driven by the energy cost for the top material to sustain the polarization imposed upon it by the underlying layer, and these effects may be expected to occur in other multilayer systems where polarization is present during growth. This motivates the concept of polarization engineering as a complementary approach to strain engineering.

A unique flipped classroom approach shows promising results in physician assistant education.

Aims: The flipped classroom (FC) model utilizes pre-class foundational learning with in-class higher-order application exercises. FC approaches have reported positive perceptions and mixed academic performance outcomes in medical education; however, little evidence exists on their impact in the 56-week didactic curriculum of Physician Assistant (PA) education.Methods: A 4-week FC curriculum was piloted in a PA behavioral medicine course (n = 34). Before class, students completed online video modules. During class, students completed a pre-class quiz and answered clinical case-based questions in a think-pair-share format.Results: Students rated in-class time higher than a lecture-based segment of the same course (p = 0.028). Assessment of achievement emotions demonstrated increased enjoyment (p = 0.028) and decreased boredom (p < 0.001) in the FC curriculum with no difference in anxiety. The FC curriculum produced a 57.2 min increase in pre-class preparation time with no change in post-class studying time. Compared to historical lecture-based controls (n = 35), students in the FC curriculum scored significantly higher on clinical vignette questions (p = 0.019) with equivalent performance on other question formats.Conclusions: This study offers the first positive outcomes of an FC approach in PA education and provides a framework for improving academic performance while scaling back in-class time.