Citations

ABSTRACT Objectives Lasers are integral to contemporary endourologic stone surgery; however, reported institutional practices regarding laser access, personnel requirements, and safety protocols vary. We sought to characterize respondent‐reported laser access models, operational requirements, safety practices, and perceived barriers to care. Materials and Methods A cross‐sectional, web‐based 25‐item survey was distributed between October 2024 and March 2025 through social media, professional organizations, and departmental contacts. The survey assessed practice characteristics, laser access, physician and technician responsibilities, institutional safety requirements, and perceived barriers to care. Responses were self‐reported, collected anonymously, and summarized using descriptive statistics. Results A total of 187 respondents completed the survey; 85.6% identified as endourologists and 61.5% practiced in academic settings. Most respondents reported institution‐owned laser equipment (70.1%), while 9.6% reported contracted equipment and 20.3% combination models. Among respondents addressing contracted equipment availability ( n = 58), 55.2% reported ready access after regular business hours and 46.6% on weekends. Among 182 evaluable responses, 65.4% reported that physicians could operate lasers without a technician present. Fifty‐two respondents perceived that technician availability could affect patient care; among these, 40 reported potential delays in definitive treatment and 33 reported potential multiple or staged procedures. Staff laser safety goggles could be deferred according to 78.4% of evaluable responses, and 18.3% reported a prior institutional laser safety incident. Conclusion This survey identified substantial respondent‐reported variation in laser access, staffing requirements, and safety practices. The findings describe perceived institutional practices and barriers and do not establish effects on treatment delays, workflow efficiency, patient outcomes, or comparative safety. Future studies should directly compare institutional models using objective measures of access, workflow, treatment delays, and safety outcomes.

Background: A growing body of research has connected electronic health record (EHR) workload to physician burnout. In orthopedic surgery, burn-out rates are rising. This study analyzed orthopedic surgeons' EHR use by sex and practice experience. Materials and Methods: EHR activity was analyzed among attending orthopedic surgeons at a single institution from May 2022 to May 2023. Demographic information included self-reported sex and practice years. Outcomes included time spent in notes, orders, clinical review, and in-basket daily; time spent outside of scheduled clinical responsibilities; volume of in-basket messages received daily; and proportion of orders with team contributions. Multivariable linear regression compared outcomes by sex and practice years. Results: A total of 105 orthopedic surgeons were included (91% male; mean 15.5 ± 9.8 practice years). Female surgeons logged 31% more time in the EHR overall (62.2 vs 47.4 minutes daily; P = .05) and on unscheduled days (10.1 additional daily minutes; P = .03), and received more messages from patients (2.4 vs 1.0 messages daily; P = .002) compared to male surgeons. Senior surgeons spent significantly less time on documentation and orders ( P ≤ .048) and on unscheduled days (3.3 less minutes daily per practice decade; P = .013), and had more support with placing orders ( P < .001). Conclusion: Female sex and fewer practice years were associated with increased EHR use. Female orthopedic surgeons tended to have higher patient message volumes, whereas junior surgeons tended to have less team support, spending more time on orders and documentation. Given known factors contributing to burnout, these findings warrant further investigation into targeted interventions to improve physician EHR use.

Abstract Context. Thyroid nodule ultrasound findings are crucial in guiding management decisions for patients with thyroid nodules. However, the frequency with which ultrasound images are discussed and reviewed with patients during clinical visits is not well understood. Objective. To assess how often thyroid ultrasound images are shown and discussed with patients during consultations, and to identify predictors of image review during clinical visits. Design and setting. Secondary analysis of a multicenter pilot randomized clinical trial conducted at two academic medical centers in the United States. Participants. Adults undergoing evaluation for thyroid nodules. Intervention. Participants were randomized to receive either usual care or care enhanced with a conversation aid. Main Outcome Measures. The primary outcome was the frequency of thyroid nodule imaging review evaluated as a binary outcome. Secondary outcomes included evaluation of predictors of image discussion. Results. Eighty-five patients were evaluated. Most participants were women (80%), mean age (60 years, SD 16), and White (86%), undergoing new patient visits (84%). Thyroid nodule ultrasound images were reviewed with patients in 53% of visits (45/85), and in all cases, clinicians initiated the imaging discussion. Predictors of image review included type of consultation (new patient visit) (OR 10.6, 95% CI: 1.79, 62.3). Age, sex, study arm, thyroid nodule size or cancer risk and plan of care (e.g., completing a biopsy) were not statistically associated with review of clinical images. Conclusions. Review of thyroid ultrasound images during clinical visits is relatively common, with consultation type serving as significant predictor.

This cohort study evaluates the association between measured lipoprotein(a) level and incident venous thromboembolism.

ABSTRACT Background Evaluating fairness in artificial intelligence (AI) is essential before clinical implementation to prevent unintended harm across diverse patient populations. This study assesses performance differences of an image-based surgical site infection (SSI) detection model across age, gender, geography, race, and skin color. Methods Model development/validation study using retrospective, multicenter data across surgical subspecialties from adults who submitted an image of their incision via the electronic health record within 30 days of their procedure between 2019-2024. Area under receiver operating curve (AUROC) was compared by age (<55 vs. ≥55 years old), gender (male vs. female), geography (Rochester, Minnesota vs. Jacksonville, Florida vs. Scottsdale, Arizona vs. regional Minnesota/Wisconsin areas), race (White/Caucasian vs. non-White/Caucasian), and skin color (Fitpatrick I-III vs. IV-VI and Monk A-E vs. F-J). Results Training data contained 13,702 images from 4,274 patients between 2019-2022 (50.1% ≥55 years old; 63.2% female; 91.6% White/Caucasian; 58.5% Rochester, 17.3% Florida, 10.5% Arizona; 96.3% light skin tone), of which 1,348 images (9.8%) had an SSI. No differences in SSI detection existed for age, gender, race, or skin color (AUROC 0.83-0.87, p>0.09), however geographical differences were significant: lowest AUROC 0.83 (95% CI 0.77-0.88) vs. highest AUROC 0.87 (95% CI 0.84-0.89, p=0.01). Temporal validation using 4,242 images from 1,353 patients between 2022-2023 showed intact fairness across subgroups (ΔAUROC ≤0.06) except geography (ΔAUROC ≤0.16). Conclusions The model behaved fairly across age, gender, race, and skin color, however geographical differences persisted. These findings have practical implications underscoring the importance of evaluating bias in clinical AI before deployment.

ABSTRACT Background Primary Biliary Cholangitis (PBC) is an autoimmune cholangiopathy with polygenic architecture and unknown aetiology. Evidence links Neanderthal‐derived genetic variants to autoimmune conditions; however, their contribution to PBC susceptibility remains unexplored. Objective We investigate whether archaic alleles influence PBC risk. Design Genotype data from four PBC cohorts were analysed: CANUK (4615 cases, 9233 controls), OLD IT (444 cases, 901 controls), NEW IT (255 cases, 579 controls) and MAYO (891 cases, 621 controls). Association testing with 235 592 Neanderthal Informative Markers (NIMs) was performed, adjusting for population stratification. Heritability was estimated using RHE‐mc and temporal haplotype dynamics were assessed using ancient DNA data from Europe and Asia. Results A Neanderthal‐derived variant in TNPO3 (rs12531711), previously reported by Cordell et al. showed strong association in CANUK ( p = 2.04 × 10 −26 ) and replicated across all validation cohorts. This variant functions as an eQTL, upregulating IRF5 and downregulating TNPO3 in blood. It is rare in African populations but common both in Europeans and Asians. Temporal analysis of the haplotype carrying rs12531711 revealed frequency increased substantially during the Bronze Age (5000–3000 BP), rising from 2.0% to 7.7% in Europe and 3.4% to 17.4% in Asia, before stabilizing. Despite this strong single‐variant association, the heritability explained by NIMs was not significantly different from that of non‐NIM variants. Conclusion A Neanderthal‐derived variant contributes to PBC risk and its frequency increased in the Bronze Age, possibly due to pathogen‐driven selection. Archaic introgression overall has limited influence on PBC heritability. Functional studies are needed to elucidate the role of rs12531711.

Introduction: Large language models (LLMs) match or exceed physician accuracy on benchmark diagnostic tasks. Whether higher accuracy reflects human-like diagnostic behavior, which bears on how safely clinicians can supervise these systems, is rarely assessed. Objectives: To determine whether diagnostic accuracy and alignment with human reader responses move together across widely accessible LLMs under default, point-of-care conditions. Methods: This cross-sectional evaluation submitted the 29 most recent New England Journal of Medicine (NEJM) case challenges to 5 publicly accessible LLMs (GPT-5, Claude, Google Gemini, DeepSeek, and Grok) through each model’s web interface (November 5-8, 2025) at default settings, one query per case, no system prompt. Each case offered a clinical vignette and 6 candidate diagnoses; published human reader response distributions (4386-17 714 per case; median, 7732) were the comparator. Diagnostic accuracy against the published gold-standard diagnosis, compared with the human reader majority by the exact McNemar test; agreement by Cohen κ; alignment by a human-error similarity index (the share of model errors on cases the reader majority also missed) and by the Jensen-Shannon divergence (JSD) between each model’s response and the reader distribution; and ordinary least squares regression of per-case JSD on normalized reader-disagreement entropy. Results: Reader majority accuracy was 48.3% (95% CI, 31.4-65.6). All 5 reached or exceeded this value, from 51.7% for DeepSeek (95% CI, 34.4-68.6) to 82.8% for Grok (95% CI, 65.5-92.4); Grok (P = .02), GPT-5 (P = .004), and Gemini (P = .04) significantly exceeded the reader majority, whereas Claude and DeepSeek did not. Grok, the most accurate model, showed the weakest alignment (similarity index, 0.40; mean JSD, 0.50 bits), with 3 of 5 errors on cases readers answered correctly. GPT-5 showed the strongest alignment (index, 1.000), failing only on cases that also challenged readers. For 4 of 5 models, divergence rose with reader-disagreement entropy; DeepSeek was the exception. Conclusions and Relevance: In this evaluation, diagnostic accuracy and alignment with human reader responses diverged across LLMs. Because a model can outperform clinicians in aggregate yet fail where oversight is least likely to detect it, evaluation of clinical AI should weigh error structure alongside accuracy.

OBJECTIVE The objective was to synthesize denominator-based evidence on indications, techniques, and postoperative outcomes of cervicomedullary decompression (CMD), spinal canal stenosis surgery, and cerebrospinal fluid (CSF) diversion for hydrocephalus in achondroplasia. METHODS This systematic review followed PRISMA 2020 and was prospectively registered (PROSPERO CRD42025626915). MEDLINE (via PubMed), Embase, Scopus, Web of Science, and the Cochrane Library were searched from inception through November 2025. The authors included observational studies of patients with achondroplasia who underwent CMD, spinal canal stenosis surgery, or CSF diversion for hydrocephalus with extractable outcomes and definable denominators. Two reviewers independently screened studies and extracted data. Risk of bias was assessed using ROBINS-I. Random-effects single-arm meta-analyses were performed for prespecified endpoints (any improvement, complete resolution, and mortality) only in cohorts with fully categorizable symptom status. RESULTS The authors included 38 observational studies (1442 patients): 18 CMD studies with 600 patients, 18 spinal stenosis studies with 686 patients, and 4 hydrocephalus studies with 156 patients. No study was at low risk of bias. For CMD (mean age 3.5 years; mean follow-up 27.8 months), any improvement was observed in 93% (95% CI 84%–97%) of patients and complete resolution in 44% (95% CI 16%–77%), and pooled mortality was 0% (95% CI 0%–5%). For spinal stenosis (mean age 36.6 years; mean follow-up 53.1 months), any improvement was observed in 92% (95% CI 78%–97%) and complete resolution in 30% (95% CI 16%–51%), and pooled mortality was 1% (95% CI 0%–2%). Hydrocephalus management was predominantly ventriculoperitoneal shunting (74.4%), with endoscopic third ventriculostomy in 23.1%, but symptom outcomes were rarely classifiable (9.6%), precluding strategy-level inference. CONCLUSIONS CMD and spinal stenosis surgery were frequently followed by symptom improvement in published series, whereas complete resolution was variably defined and inconsistently reported. Hydrocephalus studies described practice patterns but lacked outcome reporting adequate for comparing diversion strategies. Validated patient-reported outcomes were rarely reported, limiting inference on health-related quality of life.

Objective: The aim of this study was to evaluate outcomes of fenestrated-branched endovascular aortic repair (FB-EVAR) of thoracoabdominal aortic aneurysms (TAAAs) and complex abdominal aortic aneurysms (CAAAs) in patients actively smoking at the time of repair compared with previous smokers and non-smokers. Methods: Single-center retrospective review of elective FB-EVARs for TAAA and CAAAs between 2007 and 2023 was conducted. Demographics, comorbidities, aneurysm extent/ morphology, technical details, and peri-operative outcomes were collected. Patients were grouped into 1 of 3 groups: active smokers, prior smokers, and never smokers. Patients who stopped smoking within 6 weeks to surgery were considered active smokers. Rupture and symptomatic aneurysms were excluded. Endpoints included early (<30 days) mortality and major adverse events (MAEs). Results: There were 676 patients (73% male, mean age 74 ± 7.8). There were 141 (21%) active smokers, 455 (67%) prior smokers, and 80 (12%) never smokers. Active smokers were significantly younger than prior or never smokers (71 ± 6.7, 75 ± 6.9, and 76 ± 12, respectively; P < .001). Cardiovascular risk factors were similar, except active smokers were significantly more likely to have chronic obstructive pulmonary disease (60% vs 42% vs 6.2%, P < .001) and peripheral arterial disease (31% vs 24% vs 10%, P = .002) when compared to prior and never smokers, respectively. Patients who never smoked had significantly more extent II aneurysms (34%) than prior (18%) and active (15%) smokers, P = .001. Univariable and multivariable logistic regression analyses showed no statistically significant associations between smoking status and any specific peri-operative adverse events following surgery. Conclusion: Active smoking status does not appear to affect peri-operative outcomes after FB-EVAR for complex aortic aneurysms. Although smoking cessation must be strongly encouraged, repair should not be delayed due to active smoking status. Clinical Impact These data suggest that active smoking, in isolation, should not be considered a contraindication to elective FB-EVAR when anatomy is suitable and patients are otherswise optimized. This is particularly relevant for high-risk patients who may have limited alternative treatment options. Proceeding with FB-EVAR in active smokers does not appear to compromise early safety or procedural efficacy.

BACKGROUND Intraneural perineuriomas (INPs) are rare benign peripheral nerve sheath tumors with characteristic clinical and MRI features. Their 18 F-fluorodeoxyglucose (FDG) positron emission tomography (PET) appearance has not been characterized in a patient series. The authors evaluated FDG uptake patterns in INP. OBSERVATIONS The authors retrospectively reviewed that data of patients with confirmed INP who had MRI and FDG PET studies that included the affected nerve. Eight patients were included (5 male and 3 female; mean age 30.8 years, range 16–61 years). All lesions showed mildly increased FDG uptake relative to the contralateral nerve (lesion maximum standardized uptake value [SUVmax]: mean 1.5, median 1.2, range 1.1–3.5; contralateral nerve SUVmax: mean 0.9, median 0.9, range 0.8–1.0) and skeletal muscle background (SUVmean: mean 0.8, range 0.5–0.9). Six patients had denervation edema and/or fatty atrophy, without appreciably increased FDG uptake in the affected musculature. No additional abnormal hypermetabolic foci were identified. LESSONS INPs generally demonstrate low-level FDG uptake. PET is best regarded as a complementary test when already available or when metabolic characterization may refine the differential diagnosis; unexpectedly high uptake should prompt reconsideration of the diagnosis or additional evaluation. https://thejns.org/doi/10.3171/CASE26698