Discrepancy Rate Research Articles

Optimization of energy compensation layered structure of Geiger- Müller counters

The dose rate measured by Geiger-Müller (GM) detectors plays a crucial role in assessing radiation fields. Due to the inherent characteristics of GM tubes, the energy response is inconsistent across different types or energies of radiation, leading to significant discrepancies in dose rates for radiation of the same intensity. This paper addresses the energy response differences of GM tubes and improves the spatial design of the compensation structure based on traditional shielding compensation methods. Incorporating a multi-layer compensation material model improved the uniformity of energy response across different energy levels. Monte Carlo simulations validated that the designed compensation model effectively enhances the accuracy of GM tube measurements. Initially, a perforated design was used, which improved the relative energy response by three times compared to the traditional segmented compensation method. Additionally, after applying layered compensation optimization to the lead shielding model with the perforated design, the compensation effect was further increased by 20.3 %. The final root mean square error (RMSE) of 0.429 indicates that the improved energy compensation method significantly enhances the measurement performance of GM detectors, providing more design models and optimization directions for improving the energy response of dosimeters.

Agreement for posttraumatic stress symptoms among unaccompanied young refugees and professional caregivers

ABSTRACT Background: Prevalence rates for posttraumatic stress symptoms (PTSS) in unaccompanied young refugees (UYRs) are high. Research with biological parents indicates low agreement rates between self and caregiver reports for PTSS, although caregivers play an important role as gatekeepers to ensure appropriate treatment. Objective: This study examines youth and caregiver agreement on the endorsement of different trauma types, the PTSS severity score and symptom clusters, as well as the potential association between youth factors (age, comorbidity, and duration in facility) and disagreement. Method: The sample consisted of N = 610 UYRs, aged M = 16.75 (SD = 1.33, range: 12–20) years. Of these, 91.0% were male, and 43.4% were from Afghanistan, currently residing in German children and youth welfare facilities. Results: Agreement rates across trauma types were poor (accidental trauma: Cohen’s k = .13; community violence: Cohen’s k = .07; domestic violence: Cohen’s k = .19; sexual abuse: Cohen’s k = .38). Agreement rates for the PTSS severity score (ICC = .22) and symptom clusters were poor (re-experiencing: ICC = .27; avoidance: ICC = .02; negative alterations in cognitions and mood ICC = .12; hyperarousal: ICC = .25), with youth reporting significantly higher scores. Regression models showed that having comorbid symptoms and a shorter duration in the facility were associated with higher disagreement at the PTSS severity score (Adjusted ­R 2 = .21) and across symptom clusters (re-experiencing: Adjusted ­R 2 = .13; avoidance: Adjusted ­R 2 = .07; negative alterations in cognitions and mood: Adjusted ­R 2 = .16; hyperarousal: Adjusted­ R 2 = .16). Age was not significantly associated with disagreement rates. Conclusion: It is important to enhance the awareness and comprehension of caregivers regarding recognition of mental illnesses and their symptoms as well as assessing mental health among UYRs.

An Artificial Intelligence-assisted Diagnostic System Improves Upper Urine Tract Cytology Diagnosis.

To evaluate efficacy of the AIxURO system, a deep learning-based artificial intelligence (AI) tool, in enhancing the accuracy and reliability of urine cytology for diagnosing upper urinary tract cancers. One hundred and eighty-five cytology samples of upper urine tract were collected and categorized according to The Paris System for Reporting Urinary Cytology (TPS), yielding 168 negative for High-Grade Urothelial Carcinoma (NHGUC), 14 atypical urothelial cells (AUC), 2 suspicious for high-grade urothelial carcinoma (SHGUC), and 1 high-grade urothelial carcinoma (HGUC). The AIxURO system, trained on annotated cytology images, was employed to analyze these samples. Independent assessments by a cytotechnologist and a cytopathologist were conducted to validate the initial AIxURO assessment. AIxURO identified discrepancies in 37 of the 185 cases, resulting in a 20% discrepancy rate. The cytotechnologist achieved an accuracy of 85% for NHGUC and 21.4% for AUC, whereas the cytopathologist attained accuracies of 95% for NHGUC and 85.7% for AUC. The cytotechnologist exhibited overcall rates of roughly 15% and undercall rates of greater than 50%, while the cytopathologist showed profoundly lower miscall rates from both undercall and overcall. AIxURO significantly enhanced diagnostic accuracy and consistency, particularly in complex cases involving atypical cells. AIxURO can improve the accuracy and reliability of cytology diagnosis for upper urine tract urothelial carcinomas by providing precise detection on atypical urothelial cells and reducing subjectivity in assessments. The integration of AIxURO into clinical practice can significantly ameliorate diagnostic outcomes, highlighting the synergistic potential of AI technology and human expertise in cytology.

The discrepancy of somatic BRCA1/2 pathogenic variants from two different platforms in epithelial ovarian, fallopian tube, and peritoneal cancer

The somatic BRCA1 or BRCA2 Pathogenic Variant (PV)/Likely PV (LPV) from Next Generation Sequencing (NGS) is the most important biomarker for PARP inhibitor use and maintenance-targeted therapies. A discrepancy in the detection rates of BRCA1 and BRCA2 PV/LPV was identified among the NGS platforms. The objective of this study was to compare the somatic BRCA results from two distinct platforms using the same cohort and to identify the causes of these differences. Patients with epithelial ovarian cancer who concurrently underwent tumor NGS using two different platforms between January 2022 and June 2023 were included in this study. The two platforms used were in-house tumor NGS (Illumina NextSeq 550Dx, SureSelectXT library kit, and datasets from 1000 Genomes, ESP6500, ExAC, and ClinVar) and GreenPlan homologous recombination deficiency (HRD) test (Illumina NextSeq 550Dx, customized Twist Bioscience library kit, and datasets from COSMIC and OncoKB). The results of somatic mutations in BRCA1 and BRCA2 were compared between the two platforms. Of the 118 patients, 11.9% (n = 14) exhibited a discordant interpretation of BRCA1 or BRCA2 between the two platforms. Eleven patients (9.3%) exhibited negative results in the in-house platform but positive results (eight seven as PV of BRCA1, one as PV of BRCA2, one as LPV of BRCA1, and two as LPV of BRCA2) in the GreenPlan HRD test, while three patients (2.6%) had positive BRCA pathogenic variants (two as PV of BRCA1 [c.3340G > T, c.5152 + 3 A > C], one as LPV of BRCA2 [c.8174G > T], and one as LPV of BRCA1 [c.5017_5019delCAC]) in the in-house platform but a negative result in the GreenPlan HRD test. The discordance rate of somatic BRCA1 or BRCA2 mutations from different platforms was approximately 12%. In the case of the strong implication of BRCA PV/LPV with a negative result with one genetic test, different platforms could be considered in limited cases. Careful interpretation and further studies for the cross-validation of gene analysis platforms are needed.

International expert guidance for defining and monitoring small bowel strictures in Crohn's disease on intestinal ultrasound: a consensus statement

Diagnostic imaging using CT enterography, magnetic resonance enterography, and intestinal ultrasound are important tools in evaluating stricturing Crohn's disease. Definitions of strictures have been developed for CT enterography and magnetic resonance enterography. However, expert recommendations for definitions and treatment response of strictures on intestinal ultrasound are not available. The aim of this study was to standardise definitions, diagnosis, and treatment response criteria in small bowel stricturing Crohn's disease on intestinal ultrasound. Using modified RAND-University of California Los Angeles Appropriateness Method, a diverse expert panel of 13 gastroenterologists, seven radiologists, and two patient representatives was assembled. A total of 466 statements on definitions and response to therapy of stricturing Crohn's disease on intestinal ultrasound were generated from a systematic review and from expert opinion, with subsequent rating for appropriateness. Two rounds of voting with an interposed survey result discussion were performed. Statements were classified as inappropriate, uncertain, or appropriate based on the median panel rating and degree of disagreement. Appropriateness was rated using a nine-point Likert scale (1 being inappropriate, 9 being highly appropriate). A naive or anastomotic small bowel Crohn's disease stricture on intestinal ultrasound is defined by the combination of bowel wall thickening, luminal narrowing, and pre-stenotic dilation. Bowel wall thickness is defined as being more than 3 mm. Luminal narrowing is defined as either a luminal diameter reduction of more than 50% in the narrowest area and relative to a normal adjacent bowel loop, or a luminal diameter of less than 1 cm. Pre-stenotic dilation is defined as more than 2·5 cm or an increase in bowel diameter relative to a normal adjacent bowel loop. Definitions for grading hyperaemia, inflammatory fat, wall stratification, intestinal ultrasound machine technical parameters, and image acquisition were also devised. Treatment response of strictures was defined as reduction in stricture length, bowel wall thickening, luminal narrowing, pre-stenotic dilation, and motility abnormalities. To our knowledge, this is the first intestinal ultrasound appropriateness rating exercise conducted for defining, diagnosing, and measuring response to therapy in small bowel stricturing Crohn's disease and informs future clinical use and intestinal ultrasound index development for clinical trials. Leona M and Harry B Helmsley Charitable Trust.

Assessment of severity and avoidability of adverse drug reactions in neonates: a reproducibility study of the Hartwig tool and LAAT.

Tools for classifying adverse drug reactions (ADRs) have not yet been validated in the context of the neonatal intensive care unit (NICU). The study aims to investigate the inter-rater reliability of the Hartwig tool and the Liverpool avoidability assessment tool (LAAT) in assessing the severity and avoidability of ADR cases in hospitalized neonates. An observational and prospective study was conducted in the NICU of a maternity hospital in Natal, Brazil. The Hartwig tool and LAAT were employed to assess the severity and avoidability of ADRs, respectively. Three experienced clinical pharmacists independently assessed all ADR cases. Inter-rater reliability was measured using Cohen's kappa coefficient (k) with corresponding 95% confidence intervals (CI). Among 79 ADR cases, the mean gestational age was 29.7 ± 4.4weeks, and the birth weight averaged 1446.0 ± 1179.3g. The assessment of ADR severity using the Hartwig tool revealed a significant overall correlation (overall k = 0.573; 95% CI 0.395 to 0.753) with exact agreement (EA) and extreme disagreement (ED) rates between evaluators of 86.5% and 2.5%, respectively. However, no statistically significant correlation was observed for determining avoidability using the LAAT (overall k = 0.017; 95% CI - 0.048 to 0.082), with an EA rate of 83.6% and ED rate of 10.1%. The Hartwig tool demonstrates good reproducibility among different evaluators in determining the severity of ADRs, unlike the LAAT for assessing avoidability.

Prevalence of a Subtype in Iraqi Donations of National Blood Transfusion Center

General Background: The ABO blood group system is essential in blood transfusion, with subtypes of A and B groups influencing clinical outcomes. Specific Background: Subtypes A1 and A2 differ in the amount of antigen on red blood cells, impacting blood typing accuracy. Knowledge Gap: The prevalence of A2 and A2B subtypes in Iraqi donors remains underexplored, and their detection in routine screening can be challenging. Aims: This study aimed to determine the prevalence of A2 and A2B subtypes among Iraqi blood donors and evaluate the necessity of Anti-A1 reagent in accurate subtype identification. Results: In 2022, type O blood donors were the most prevalent, followed by B, A, and AB. A routine screening identified 0% A2 and 0.7% A2B subtypes, but 5% and 14.2% were A2B. Novelty: This study highlights the limitations of routine serological testing in detecting A subtypes, demonstrating that the use of Anti-A1 reagent significantly improves accuracy. Implications: Given the low rate of discrepancy between forward and reverse grouping, the Anti-A1 reagent should be routinely used for detecting A subtypes in clinical settings. Additionally, molecular techniques may be required to distinguish between rarer A subtypes such as A3, Ax, and Am. Highlights: ABO subtypes A1 and A2 are vital for precise blood transfusion typing. Routine tests miss A2; Anti-A1 reagent ensures accurate subtype detection. Molecular techniques help identify rarer subtypes like A3 and Ax. Keywords: ABO system, blood subtypes, Iraqi donors, Anti-A1 reagent, blood typing

Advancing Diagnostic Accuracy and Quality of Patient Care Through the Implementation of a Flow Cytometry Quality Assurance Program

Abstract Introduction/Objective Flow cytometry immunophenotypic analysis plays an important role in the diagnosis, classification and disease monitoring of hematological neoplasms. However, interpretation of flow cytometry testing can be challenging, especially when using highly complex antibody panels. Thus exploring ways to improve diagnostic accuracy and in turn improving quality of patient care is needed. Methods/Case Report A flow cytometry quality assurance (QA) program was developed. Cases from various complex flow cytometry panels were randomly selected and cross-reviewed by a second pathologist on a daily basis. The outcomes of the QA review were categorized into three groups: complete agreement, minor discrepancy and major discrepancy. Each discrepancy, once identified, underwent a process of documentation, discussion and resolution. The reports were then modified in a timely manner and the clinical teams were notified of the changes. Recurrent issues and common pitfalls were reviewed and discussed at a weekly QA meeting. Here we summarize our 3-years’ experience with this program. Results (if a Case Study enter NA) In total, 6,166 cases were evaluated by the QA program; 6,028 (97.7%) cases showed complete concordance, 120 (2.0%) cases showed minor discrepancies and 18 (0.3%) cases showed major discrepancies. Antibody panels designed to evaluate mature and immature T-cell abnormalities showed the highest rate of discrepancy, 2.8%, whereas panels designed for evaluation of myelodysplastic syndromes showed the lowest discrepancy rate, 1.7%. When analyzing the trends of concordance and discrepancy over time, we found a statistically significant decrease in discrepancies over time, from 4% at the beginning of the QA program to 1.5% in the most recent time interval. Conclusion The overall concordance rate was 97.7%. The remaining 2.3% cases showed discrepancies that required a correction, underscoring the value and necessity of having a QA program. The overall discrepancy rates exhibited a gradual decline over time, indicative of the positive impact of the QA program on enhancing diagnostic competency and accuracy over time.

Ketone Management in Pediatric Diabetes Centers in the USA: Current Practices and a Call for Improved Standardization

Introduction: Diabetic ketoacidosis (DKA) is the leading cause of mortality among youth with type 1 diabetes (T1D). Guidelines for DKA prevention exist; however, specific guidance about when to check ketones and how to manage youth using insulin pumps and automated insulin delivery (AID) systems is lacking. Methods: A 35-item online survey exploring clinical ketone management practices for youth with T1D in the USA was distributed to diabetes healthcare professionals (HCPs). Survey responses, including multiple-choice and Likert scale questions, were summarized and rates of agreement and disagreement (Likert scale 4, 5 vs. 1, 2, 3) are reported. Results: In total, 123 HCPs (51% physicians, 26% diabetes educators, 19% nurse practitioners) from 47 institutions completed the survey. Seventy percent worked at academic specialty centers. Ninety-seven percent reported >50% continuous glucose monitoring use in their clinic and 72% reported >50% insulin pump use. Although 79% reported having ketone management protocols, the level and duration of hyperglycemia at which ketone monitoring was advised ranged from >200 to 350 mg/dL and from 0 min to >6 h of duration. While 72% had distinct ketone management protocols for pump users, only 29% had specific protocols for AID. Sixty-two percent agreed that DKA due to infusion site failure was a significant problem in their practice, and 70% agreed there was a need to standardize ketone management guidelines. Conclusions: The preventable nature and high incidence of DKA highlight the need to build consensus for clinical ketone management and to develop tools to facilitate management, especially as the use of diabetes technologies continues to increase.

Long-term functional outcome of limb-sparing surgery for paediatric bone sarcoma around the knee.

Surgical limb sparing for knee-bearing paediatric bone sarcoma is considered to have a clinically significant influence on postoperative function due to complications and leg-length discrepancies. However, researchers have not fully evaluated the long-term postoperative functional outcomes. Therefore, in this study, we aimed to elucidate the risk factors and long-term functional prognosis associated with paediatric limb-sparing surgery. We reviewed 40 patients aged under 14 years who underwent limb-sparing surgery for knee bone sarcoma (15 cases in the proximal tibia and 25 in the distal femur) between January 2000 and December 2013, and were followed up for a minimum of five years. A total of 35 patients underwent reconstruction using artificial materials, and five underwent biological reconstruction. We evaluated the patients' postoperative complications, survival rate of reconstruction material, and limb, limb function, and leg-length discrepancy at the final follow-up, as well as the risk factors for each. Complications were observed in 55% (22/40) of patients. The limb survival and reconstruction material rates at five and ten years were 95% and 91%, and 88% and 66%, respectively. Infection was the only risk factor in both survivals (p < 0.001, p = 0.019). In the 35 patients with limb preservation, the median International Society of Limb Salvage (ISOLS) score at the final follow-up was 80 (47% to 97%). Younger age (p = 0.027) and complications (p = 0.005) were poor prognostic factors. A negative correlation was found between age and leg-length discrepancy (R = -0.426; p = 0.011). The ISOLS scores were significantly lower in patients with a leg-length discrepancy of more than 5 cm (p = 0.005). Young age and complications were linked to an unfavourable functional prognosis. Leg-length correction was insufficient, especially in very young children, resulting in decreased function of the affected limb. Limb-sparing surgery for these children remains a considerable challenge.

Seasonal environmental fluctuations alter the transcriptome dynamics of oocytes and granulosa cells in beef cows

BackgroundExamining the mechanistic cellular responses to heat stress could aid in addressing the increasing prevalence of decreased fertility due to elevated ambient temperatures. Here, we aimed to study the differential responses of oocytes and granulosa cells to thermal fluctuations due to seasonal differences. Dry beef cows (n = 10) were housed together, synchronized and subjected to a stimulation protocol to induce follicular growth before ovum pick-up (OPU). Two OPU’s were conducted (summer and winter) to collect cumulus-oocyte-complexes (COCs) and granulosa cells. In addition, rectal temperatures and circulating blood samples were collected during OPU. Oocytes were separated from the adherent cumulus cells, and granulosa cells were isolated from the collected OPU fluid. RNA was extracted from pools of oocytes and granulosa cells, followed by library preparation and RNA-sequencing. Blood samples were further processed for the isolation of plasma and leukocytes. The transcript abundance of HSP70 and HSP90 in leukocytes was evaluated using RT-qPCR, and plasma cortisol levels were evaluated by immunoassay. Environmental data were collected daily for three weeks before each OPU session. Data were analyzed using MIXED, Glimmix or GENMOD procedures of SAS, according to each variable distribution.ResultsAir temperatures (27.5 °C vs. 11.5 °C), average max air temperatures (33.7 °C vs. 16.9 °C), and temperature-humidity indexes, THI (79.16 vs. 53.39) were shown to contrast significantly comparing both the summer and winter seasons, respectively. Rectal temperatures (Summer: 39.2 ± 0.2 °C; Winter: 38.8 ± 0.2 °C) and leukocyte HSP70 transcript abundance (Summer: 4.18 ± 0.47 arbitrary units; Winter: 2.69 ± 0.66 arbitrary units) were shown to increase in the summer compared to the winter. No visual differences persisted in HSP90 transcript abundance in leukocytes and plasma cortisol concentrations during seasonal changes. Additionally, during the summer, 446 and 940 transcripts were up and downregulated in oocytes, while 1083 and 1126 transcripts were up and downregulated in the corresponding granulosa cells, respectively (Fold Change ≤ -2 or ≥ 2 and FDR ≤ 0.05). Downregulated transcripts in the oocytes were found to be involved in ECM-receptor interaction and focal adhesion pathways, while the upregulated transcripts were involved in protein digestion and absorption, ABC transporters, and oocyte meiosis pathways. Downregulated transcripts in the granulosa cells were shown to be involved in cell adhesion molecules, chemokine signaling, and cytokine-cytokine receptor interaction pathways, while those upregulated transcripts were involved in protein processing and metabolic pathways.ConclusionIn conclusion, seasonal changes dramatically alter the gene expression profiles of oocytes and granulosa cells in beef cows, which may in part explain the seasonal discrepancies in pregnancy success rates during diverging climatic weather conditions.

Coupling of cell growth modulation to asymmetric division and cell cycle regulation in Caulobacter crescentus

In proliferating bacteria, growth rate is often assumed to be similar between daughter cells. However, most of our knowledge of cell growth derives from studies on symmetrically dividing bacteria. In many α-proteobacteria, asymmetric division is a normal part of the life cycle, with each division producing daughter cells with different sizes and fates. Here, we demonstrate that the functionally distinct swarmer and stalked daughter cells produced by the model α-proteobacterium Caulobacter crescentus can have different average growth rates under nutrient-replete conditions despite sharing an identical genome and environment. The discrepancy in growth rate is due to a growth slowdown associated with the cell cycle stage preceding DNA replication (the G1 phase), which initiates in the late predivisional mother cell before daughter cell separation. Both progenies experience a G1-associated growth slowdown, but the effect is more severe in swarmer cells because they have a longer G1 phase. Activity of SpoT, which produces the (p)ppGpp alarmone and extends the G1 phase, accentuates the cell cycle-dependent growth slowdown. Collectively, our data identify a coupling between cell growth, the G1 phase, and asymmetric division that C. crescentus may exploit for environmental adaptation through SpoT activity. This coupling differentially modulates the growth rate of functionally distinct daughter cells, thereby altering the relative abundance of ecologically important G1-specific traits within the population.

The global and regional disease burden of breast cancer from 1980 to 2021: An analysis of GBD study 2021.

146 Background: Breast cancer (BC) is the most common malignancy in women and presents a huge disease burden worldwide. Early detection, via mammographic screening, improves outcomes significantly. We present estimates from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021, delineating the trajectory of BC from 1980 - 2021. This analysis considers the impact of screening practices on the incidence and mortality of patients worldwide, offering comprehensive examination of trends over the past 4 decades. Methods: Data were methodically retrieved from GBD study, which included age-standardized death rates and Disability-Adjusted Life Years (DALY). Dataset was stratified globally and by continent, with further regional analysis of the African continent into Northern, Southern, Eastern, Western, and Central, and by World Bank income classifications of countries. We examined global age-standardized mortality rates (ASMR), followed by an analysis of global disability-adjusted life years (DALY). Finally, we identified which countries, stratified by income levels, demonstrate the highest rates. Analytical processing was conducted using Joinpoint regression to determine average annual percentage changes (AAPC). Results: Globally, Age Adjusted Death Rates (ASDR) continuously declined from 1980-2021. In 1980, the ASDR was 16.33 (95% UI: 15.39-17.22) and it declined continuously to 14.54 (AAPC: -0.28; 95% CI: -0.3, -0.27) in 2021. Globally, DALYs rate was 503.8 (95% UI: 475.9-532.2) per 100,000 people in 1990 and it decreased to 455.5 (AAPC: 3.22; 95% CI: -0.33, -0.30) in 2021. In geographical analysis, America and Europe had uniformly declining ASDRs while Africa and Asia had a steady rise in ASDR. From 1980 to 2021, America had decreasing death rates with an AAPC of -0.78 (95% CI: -0.80, -0.76). Europe also had a declining trend, albeit nonsignificant, with an AAPC of -0.53 (95% CI: -0.55, -0.49). Conversely, the AAPC for Asia was 0.42 (95% CI: 0.41-0.43) showing a continuous incline in deaths related to BC from 1980 to 2021. The highest increase in ASDRs was observed in Africa with an AAPC of 0.90 (95% CI: 0.89-0.91). Upon sub-analysis of Africa, we observed Western and Southern Africa had highest ASDRs compared to other parts of Africa. According to World Bank income levels, high income countries had declining death rates while upper-middle, lower-middle, and low-income countries all had increasing deaths rates with the highest rise in lower middle income countries. Conclusions: Asia and Africa have limited implementation of BC screening protocols and correspondingly exhibit higher BC associated mortality. Enhanced screening programs are imperative for the timely diagnosis and management of BC, ultimately improving survival rate. The enormous discrepancy in mortality rates underscores the critical importance of accessible and comprehensive BC screening initiatives globally.

Allergic contact dermatitis of the scalp: a review of an underdiagnosed entity.

It is hypothesized that scalp allergic contact dermatitis (ACD) in women is commonly mistaken for other disorders due to overlapping symptoms and unique clinical presentations. This study reviews the potential underdiagnosis and misdiagnosis of scalp ACD and explores ways to improve diagnostic accuracy. This study conducted an extensive literature review to identify diagnostic challenges, common misdiagnoses, and diagnostic approaches for scalp ACD, focusing on standard versus targeted patch testing techniques. Scalp ACD, often misdiagnosed as seborrheic dermatitis due to similar symptoms, has atypical presentations such as hair thinning, hair loss, and erythematous lesions affecting neighboring regions. Trichoscopy can help distinguish scalp ACD, identifying its patchy distribution of thin white scales, in contrast to the yellow scaling of seborrheic dermatitis. Standardized patch testing further contributes to diagnostic errors, with a study reporting 83% of patients who tested negative with standardized patch tests were positive when using their personal products. Individualized patch testing is more effective in identifying causative allergens and accurately diagnosing scalp ACD. It is a retrospective review. Several factors contribute to scalp ACD's misdiagnosis for conditions such as seborrheic dermatitis. The significant discrepancy in ACD detection rates between personalized and standardized patch tests in women emphasizes the importance of using patient-specific products in diagnostic testing. Incorporating scalp ACD more readily into one's differential, employing individualized patch testing with trichoscopy, and accounting for neighboring symptomatic areas are all crucial elements in improving diagnostic accuracy for scalp ACD in women.

Assessing the impact of trained Radiologist Assistants in a busy emergency teleradiology practice: a comprehensive evaluation.

This study aims to study the feasibility and usefulness of trained Radiologist Assistants in a busy emergency teleradiology practice. This is a retrospective study over a 21-month period (January 2021 to September 2022). The study analysed archived data from 247118 peer review studies performed by Radiologist Assistants (RAs) out of a total case volume of 828526 and evaluated the rate of discrepancies, the study types commonly noted to have discrepancies, and the severity of errors. These missed findings were brought to the attention of the radiologists for approval and further decision-making. Peer review by RAs was performed on 30% (n = 247118) of the total volume 828526 studies reported, and yielded additional findings including but not limited to fractures (218; 23%), hemorrhage,(94; 10%) pulmonary thromboembolism, (n = 104; 11%), Calculus (n = 75; 8%) lesion (n = 66; 5%), appendicitis(n = 50; 4%) and others. These were brought to the attention of the radiologist, who agreed in 97% (1279 out of 1318) of cases, and communicated the same to the referring facility, with an addended report. Trained RAs can provide value to the peer review program of a busy teleradiology practice and decrease errors. This may be useful to meet the ongoing radiologist shortages.

The prenatal assimilation of minerals and metals in nestlings of a small passerine bird

Although certain metals can reach their highest concentrations in tissues of newly hatched nestlings, their sources have yet to be fully elucidated. Evidence for the differentiation of body reserves, including some chemical elements, during avian embryonic life and early post-hatching period is limited mostly to studies on poultry. Here, we present novel findings on the bioaccumulation and egg-to-nestling transfer of 10 minerals and metals, including non-essential potentially toxic chemical elements (Cu, Ni Cd, Pb, Zn, Ag, Mg, Fe, Co and Ca) in the tissues of the gastrointestinal tract (GT), whole body (WB) and carcass (CA) of nestlings of a small passerine bird, the Eurasian Reed Warbler Acrocephalus scirpaceus, breeding in an intensively fertilized fishpond habitat. Our findings show that concentrations of metals that are relevant to contaminated systems (Cu, Ni, Cd, Pb, Zn, Fe and Co) are the highest in GT tissues across all the nestling age classes examined (from hatching to day 9 of life). The important question emerged from our findings: why the hatchlings were characterized by higher metal concentrations in GT, WB and CA compared to older nestlings. We suggest that the prenatal accumulation of chemical elements assimilated from egg contents, and their subsequent utilization for building various tissues/internal organs by the growing embryo, is a reasonable explanation for this finding. More specifically, the potential functional mechanism explaining the highest concentrations of some trace metals in hatchlings seems to be associated with an extremely high rate of utilization of residual yolk metal resources that survived from the embryonic until the post-natal period. On the basis of our own work and literature data, we identified a presumable significant discrepancy in the actual rate of egg-to-nestling and egg-to-embryo metal transfer due to the eggshell being ignored (a commonly occurrence), and only the egg contents being treated as the basic repository of chemical elements for developing embryos. Much more research is needed on the prenatal assimilation and subsequent accumulation of chemical elements in a developing avian embryo, representing both the transition from near-to-hatching embryos to hatchlings, and then to older nestlings.

Effectiveness of an Artificial Intelligence Software for Limb Radiographic Fracture Recognition in an Emergency Department.

Objectives: To assess the impact of an Artificial Intelligence (AI) limb bone fracture diagnosis software (AIS) on emergency department (ED) workflow and diagnostic accuracy. Materials and Methods: A retrospective study was conducted in two phases-without AIS (Period 1: 1 January 2020-30 June 2020) and with AIS (Period 2: 1 January 2021-30 June 2021). Results: Among 3720 patients (1780 in Period 1; 1940 in Period 2), the discrepancy rate decreased by 17% (p = 0.04) after AIS implementation. Clinically relevant discrepancies showed no significant change (-1.8%, p = 0.99). The mean length of stay in the ED was reduced by 9 min (p = 0.03), and expert consultation rates decreased by 1% (p = 0.38). Conclusions: AIS implementation reduced the overall discrepancy rate and slightly decreased ED length of stay, although its impact on clinically relevant discrepancies remains inconclusive. Key Point: After AI software deployment, the rate of radiographic discrepancies decreased by 17% (p = 0.04) but this was not clinically relevant (-2%, p = 0.99). Length of patient stay in the emergency department decreased by 5% with AI (p = 0.03). Bone fracture AI software is effective, but its effectiveness remains to be demonstrated.

Clinical vs. autopsy diagnostic discrepancies in the intensive care unit: a systematic review and meta-analysis of autopsy series.

The aim of this study was to assess whether there is a discrepancy between clinical and autopsy-based diagnoses in adult intensive care unit (ICU) patients. We conducted a systematic review of cohort studies reporting on conventional autopsy-confirmed missed diagnoses. The discrepancy rate was per study calculated by dividing the number of patients with a missed diagnosis by the number of autopsies. Missed diagnoses were classified according to the Goldman classification as 'major' and 'minor' with major missed diagnoses further differentiated into Class I missed diagnoses (i.e., diagnoses that may have altered therapy or survival) and Class II missed diagnoses (i.e., diagnoses that would not have altered therapy or survival). Class I missed diagnoses constitute the primary outcome of interest. Pooled estimates for discrepancy rates (95% confidence intervals) were calculated using a mixed-effects logistic regression model with 'study' as random effect. Meta-regression was used to assess relationships between major discrepancy rates and autopsy rates, start year of study, and ICU type. Forty-two studies were identified totaling 6305 analyzed autopsies and 1759 patients with missed diagnoses. The pooled discrepancy rates for Class I and major missed diagnoses were 6.5% (5-8.5) and 19.3% (15.3-24), respectively. Meta-regression analysis revealed that autopsy rate was inversely associated with discrepancy rate. Class I discrepancy rates did not change over time. Burn and trauma ICUs had lower discrepancy rates as compared to medical ICUs, possibly because of higher autopsy rates. Missed diagnoses remain common in ICUs. A higher autopsy rate does not reveal more major diagnostic errors. These data support a clinically driven autopsy policy rather than a systematic autopsy policy.

B - 6 The BRIEF-2A Pattern of Self and Informant Executive Functioning Difficulties in Adults with Epilepsy

Abstract Objective People with epilepsy (PWE) commonly have executive functioning (EF) difficulties on objective testing. However, less is known about subjective EF difficulties in everyday life. We examined self- and informant-rated EF in PWE using the Behavior Rating Inventory of Executive Function for Adults-2 (BRIEF-2A). We hypothesized that PWE and their informants would endorse greater EF difficulties relative to healthy participants. Method Participants included 43 PWE who completed comprehensive clinical neuropsychological evaluation at a large Northeastern academic medical center, which included BRIEF-2A Informant and Self Report Forms (Age M = 40.4 ± 17.2 years, 53% female, Education M = 13.0 ± 1.8 years). Twenty-four participants completed self-reports, while 19 had both self and informant reports. The comparison sample included 43 age- and gender-matched healthy controls (HC). We analyzed BRIEF-2A subscales using MANOVAs, where elevated T scores indicated worse EF. Repeated measures ANOVAs compared self and informant ratings. Multi-rater comparisons (90% CIs) and chi-squares analyzed patterns of discrepant ratings. Results Self-reported EF difficulties in PWE were elevated across all scales, compared to HC (p’s0.25), with greatest difference observed for working memory (PWE = 69.7 ± 12.7, HC = 44.5 ± 16.7, ηp2 = 0.61). Similar elevations across all scales were observed for PWE informant reports (p’s0.14). PWE rated greater self-monitoring (p = 0.03, ηp2 &amp;gt; 0.23) and emotional control (p = 0.08, ηp2 &amp;gt; 0.16) difficulties than informants. There was 42.1–68.4% concordance between self and informant reports for PWE, compared to 84–95% in HC. Patterns of self and informant ratings were similar between PWE and HC for initiation, planning/organization, and task-monitoring (p’s &amp;gt; 0.20). Conclusions PWE and their informants report high, yet relatively similar, levels of EF difficulties in daily life.

Generating synthetic identifiers to support development and evaluation of data linkage methods

We aimed to develop a framework for generating synthetic identifier datasets to support development and evaluation of data linkage methods. We evaluated whether replicating associations between attributes and identifiers improved the utility of the synthetic data for assessing linkage error. We determined the steps required to generate synthetic identifiers that replicate the properties of real-world data collection. We generated synthetic versions of a large United Kingdom cohort study (the Avon Longitudinal Study of Parents and Children), according to the quality and completeness of identifiers recorded over several waves of the cohort. We evaluated the utility of the synthetic identifier data in terms of assessing linkage quality (false matches and missed matches). Comparing data from two collection points in ALSPAC, we found within-person disagreement in identifiers (differences in recording due to both natural change and non-valid entries) in 18% of surnames and 12% of forenames. Rates of disagreement varied by maternal age and ethnic group. Synthetic data provided accurate estimates of linkage quality metrics compared with the original data (within 0.13-0.55% for missed matches and 0.00-0.04% for false matches). Incorporating associations between identifier errors and maternal age/ethnicity improved synthetic data utility. Replicating dependencies between attribute values (e.g. ethnicity), values of identifiers (e.g. name), identifier disagreements (e.g. missing values, errors or changes over time), and their patterns and distribution structure enables generation of realistic synthetic data that can be used for robust evaluation of linkage methods. Our framework provides a novel and generalisable mechanism for developing and benchmarking record linkage algorithms.