"For us, whatever we do is wrong, until we do something really good": a qualitative study of the lived experiences of doctors from minority ethnic backgrounds in Scotland.

OBJECTIVES: To evaluate the lived experiences of doctors from minority ethnic (ME) backgrounds during postgraduate medical training, in particular their experiences of discrimination (if any); any impact of intersectionality and perceptions on how ME doctors may be better supported in their learning and working environments. DESIGN: This was a qualitative study grounded in social constructivism, using semi-structured online individual interviews as the data collection method and an exploratory thematic analysis process. SETTING: Participants were recruited from postgraduate specialist medical training programmes within one Deanery (Scotland Deanery) in the UK. PARTICIPANTS: Fourteen doctors in postgraduate medical specialist training, who self-identified as being from a ME background, were recruited into the study. RESULTS: Doctors from ME backgrounds faced: Barriers to authentic interpersonal connections, with a perceived lack of social inclusion in the workplace community. ME doctors faced challenges in earning others' trust and experienced microaggressions and exclusion behaviours that affected their self-confidence. Impacts on identity and sense of belonging, with perceived challenges in being understood across diverse cultures. Doctors felt negatively pre-judged (by patients and colleagues), with additional challenges of being pre-judged in contexts of intersectionality; and ME doctors felt they needed to conceal parts of their identity in order to assimilate. Unjust systems-a playing field that is not level, where doctors felt unsupported and unable to effectively report/challenge discrimination. ME doctors perceived a lack of appropriate adjustments to the learning environment (e.g., fuller orientation) as well as inequitable processes (e.g., job and academic opportunities for those requiring visas). CONCLUSIONS: Focused interventions to address unjust systems as well as improve intercultural awareness and understanding between all doctors may help to address some of the current inequities in medical education. Any such interventions require appropriate evaluation to determine their efficacy.

Long-term outcomes of liver transplantation for homozygous familial hypercholesterolaemia in Australia and New Zealand.

BACKGROUND AND AIMS: Homozygous familial hypercholesterolaemia (FH) causes severe cardiovascular disease from childhood. Conventional drug therapy is usually ineffective; lipoprotein apheresis (LA) is often required. Liver transplantation (LT) can correct the metabolic defect but is considered a treatment of last resort. Newer drugs including lomitapide and evinacumab might reduce the need for apheresis and LT. We sought to determine the long-term outcomes following LT in Australia and New Zealand. METHODS: We analysed demographic, biochemical and clinical data from all patients in Australia and New Zealand who have received LT for homozygous FH, identified from the Australia and New Zealand Liver and Intestinal Transplant Registry. RESULTS: Nine patients (five female; one deceased; seven aged between 3 and 6 years at the time of LT and two aged 22 and 26 years) were identified. Mean follow-up was 14.1 years (range 4-27). Baseline LDL-cholesterol off all treatment was 23 ± 4.1 mmol/L. Mean LDL-cholesterol on medical therapy (including maximal statin therapy in all patients, ezetimibe in three and LA in five) was 11 ± 5.7 mmol/L (p < 0.001). After LT, mean LDL-cholesterol was 2.6 ± 0.9 mmol/L (p = 0.004) with three patients remaining on statin therapy and none on LA. One patient died from acute myocardial infarction (AMI) three years after LT. Two patients required aortic valve replacement, more than 10 years after LT. The remaining six patients were asymptomatic after eight to 21 years of follow-up. No significant adverse events associated with immunosuppression were reported. CONCLUSIONS: LT for homozygous FH was highly effective in achieving substantial long-term reduction in LDL-cholesterol concentrations in all nine patients. LT remains an option for severe cases of homozygous FH where drug therapy combined with apheresis is ineffective or unfeasible.

Solvent-Free Aerobic Oxidative Cleavage of Methyl Oleate to Biobased Aldehydes over Mechanochemically Synthesized Supported AgAu Nanoparticles.

The performance of mechanochemically synthesized supported bimetallic AgAu nanoalloy catalysts was evaluated in the oxidative cleavage of methyl oleate, a commonly available unsaturated bio-derived raw material. An extensive screening of supports (SiO2 , C, ZrO2 , Al2 O3 ), metallic ratios (Ag : Au), reaction times, temperatures, and use of solvents was carried out. The performance was optimized towards productivity and selectivity for the primary cleavage products (aldehydes and oxoesters). The optimal conditions were achieved in the absence of solvent, using Ag8 Au92 /SiO2 as catalyst, at 80 °C, reaction time of 1 h, substrate to catalyst=555 and 10 bar of molecular oxygen. A strong support effect was observed: the selectivity to aldehydes was best with silica as support, and to esters was best using zirconia. This shows not only that mechanochemical preparation of bimetallic catalysts is a powerful tool to generate useful catalyst compositions, but also that a safe, green, solventless synthesis of bio-derived products can be achieved by aerobic oxidative cleavage.

Bacterial shedding and serologic responses following an outbreak of Salmonella Typhi in an endemic cohort.

BACKGROUND: Salmonella enterica serovar Typhi (Salmonella Typhi) is the cause of typhoid fever. Salmonella Typhi may be transmitted through shedding in the stool, which can continue after recovery from acute illness. Shedding is detected by culturing stool, which is challenging to co-ordinate at scale. We hypothesised that sero-surveillance would direct us to those shedding Salmonella Typhi in stool following a typhoid outbreak. METHODS: In 2016 a typhoid outbreak affected one in four residents of a Nursing School in Malosa, Malawi. The Department of Health asked for assistance to identify nursing students that might spread the outbreak to other health facilities. We measured IgG antibody titres against Vi capsular polysaccharide (anti-Vi IgG) and IgM / IgG antibodies against H:d flagellin (anti-H:d) three and six months after the outbreak. We selected participants in the highest and lowest deciles for anti-Vi IgG titre (measured at visit one) and obtained stool for Salmonella culture and PCR. All participants reported whether they had experienced fever persisting for three days or more during the outbreak (in keeping with the WHO definitions of 'suspected typhoid'). We tested for salmonellae in the Nursing School environment. RESULTS: We obtained 320 paired serum samples from 407 residents. We cultured stool from 25 residents with high anti-Vi IgG titres and 24 residents with low titres. We did not recover Salmonella Typhi from stool; four stool samples yielded non-typhoidal salmonellae; one sample produced a positive PCR amplification for a Salmonella Typhi target. Median anti-Vi and anti-H:d IgG titres fell among participants who reported persistent fever. There was a smaller fall in anti-H:d IgG titres among participants who did not report persistent fever. Non-typhoidal salmonellae were identified in water sampled at source and from a kitchen tap. CONCLUSION: High titres of anti-Vi IgG did not identify culture-confirmed shedding of Salmonella Typhi. There was a clear serologic signal of recent typhoid exposure in the cohort, represented by waning IgG antibody titres over time. The presence of non-typhoidal salmonellae in drinking water indicates sub-optimal sanitation. Developing methods to detect and treat shedding remains an important priority to complement typhoid conjugate vaccination in efforts to achieve typhoid elimination.

'A Unique opportunity to test things out': a qualitative study of broad-based training in Scotland.

OBJECTIVES: A recent review recommended UK postgraduate medical education should produce doctors capable of providing general care in broad specialties across a range of different settings. Responding to this, broad-based training (BBT) was introduced in Scotland in 2018 to provide postgraduate trainees with a grounding in four specialties. Introduced as an option for trainees after initial postgraduate 'Foundation' training, it comprises 6 months in general medicine, general practice, paediatrics and psychiatry.This study addresses two key BBT outcomes. It examines how successful BBT is in developing trainees who perceive they are able to work beyond traditional specialty boundaries to care for patients with complex, multifactorial healthcare needs. Second, it explores how well BBT prepares trainees for their next stage in training. DESIGN: A longitudinal qualitative study using semistructured interviews to collect data from BBT trainees, trainers and 'programme architects'. Fifty-one interviews were conducted, 31 with trainees (with up to three interviews per trainee across BBT and immediately afterwards (post-BBT)) and 20 with trainers. Data were subject to thematic analysis. RESULTS: Two overarching themes were identified: (1) trainees able to work beyond specialty boundaries and (2) preparation for the next stage in training. BBT trainees were able to see the links and overlap between different specialties and understand the interface between primary and secondary care. They did not perceive that BBT (as compared with single-specialty early-stage training) disadvantaged them, other than in terms of specialty examination preparation. BBT was seen as a way to keep career options open in a system where it is difficult to switch training pathway. CONCLUSIONS: BBT has the capacity to create doctors who will carry on using their generalist skills to care for patients more holistically, even if they end up working in focused practice areas. BBT helps to keep options open for longer, which is beneficial in a highly structured training environment.

Recognizing the best catalyst for a reaction.

Heterogeneous catalysis is immensely important, providing access to materials essential for the well-being of society, and improved catalysts are continuously required. New catalysts are frequently tested under different conditions making it difficult to determine the best catalyst. Here we describe a general approach to identify the best catalyst using a data set based on all reactions under kinetic control to calculate a set of key performance indicators (KPIs). These KPIs are normalized to take into account the variation in reaction conditions. Plots of the normalized KPIs are then used to demonstrate the best catalyst using two case studies: (i) acetylene hydrochlorination, a reaction of current interest for vinyl chloride manufacture, and (ii) the selective oxidation of methane to methanol using O2 in water, a reaction that has attracted very recent attention in the academic literature.

Train the Trainer in Bleeding Control: A Two-Year Pilot Study in Low-Income and Middle-Income Countries.

INTRODUCTION: Traumatic hemorrhage represents a major cause of mortality in low-income and middle-income countries (LMICs). Thus, LMICs can benefit from improvements to prehospital hemorrhage management. One strategy is implementation of a bleeding control course using the "train the trainer" model (TTT) to increase course availability. The Stop the Bleed (STB) campaign provides laypeople with basic knowledge and skills of hemorrhage control. While the feasibility and success of the STB course have been demonstrated in the United States, course dissemination in LMICs has been slower and its feasibility using the TTT model has not been established. MATERIALS AND METHODS: From December 2017 to January 2019, instructors from the International Surgical Health Initiative conducted seven surgical humanitarian trips and taught 10 index 1-h STB training sessions across six LMICs. LMIC instructors were encouraged to continue providing STB courses following departure of the visiting instructors. Course data were collected from sign-in sheets and analyzed using Microsoft Excel. RESULTS: Ten index courses conducted by United States-trained STB experts trained 35 LMIC instructors over 2 y. Six of 35 offered 12 additional courses, certifying 323 new trainees, an 823% increase from the initial cohort. Overall, implementation of the TTT model yielded 22 STB courses in six LMICs, producing 358 new trainees. CONCLUSIONS: This pilot study shows the STB TTT model was feasible and effective in expanding bleeding control trainer capacity in four of six LMICs. Use of the TTT model in LMICs may represent a means to increase STB course availability and is one strategy to improve prehospital hemorrhage control in LMICs.

Clinical and radiographic outcomes following anatomic total shoulder arthroplasty utilizing an inset glenoid component at 2-year minimum follow-up: a dual center study.

BACKGROUND: Anatomic total shoulder arthroplasty (aTSA) is a successful and reproducible treatment for patients with painful glenohumeral arthritis. However, long-term outcomes using traditional onlay glenoid components have been tempered by glenoid loosening. Inset components have been proposed to minimize glenoid loosening by reducing edge-loading and opposite-edge lift-off forces with humeral translation. Successful short- and long-term outcomes have been reported while using inset glenoid implants. The current study is the largest study presenting a minimum of 2-year follow-up data following aTSA with an all-polyethylene inset glenoid component (Shoulder Innovations, Holland, MI, USA). METHODS: A dual center, retrospective review of patients undergoing aTSA using an Inset glenoid component by 2 fellowship-trained shoulder surgeons at 2 separate institutions from August, 2016, to August, 2019, was performed. Minimum follow-up was 2 years. Range of motion (ROM), visual analog scale (VAS) pain scores, Single Assessment Numeric Evaluation (SANE), and American Shoulder and Elbow Surgeons (ASES) scores were obtained. Radiographic outcomes, including central peg lucency and glenoid loosening, were assessed by 3 independent reviewers on the postoperative Grashey and axillary radiographs obtained at the final follow-up. RESULTS: Seventy-five shoulders were included for the final analysis. The mean age of the entire cohort was 64 (±11.4) years. Twenty-one (28%) glenoids were type A1, 10 (13.3%) were type A2, 13 (17.3%) were type B1, 22 (29.3%) were type B2, 6 (8%) were type B3, and 3 (4%) were type D. At a minimum follow-up of 24 months (mean: 28.7 months), a significant improvement in ROM in all planes was observed. Significant improvements in VAS (5.1-0.9, P < .001), SANE (39.5-91.2, P < .001), and ASES (43.7-86.6, P < .001) scores were observed. There were 4 (5.3%) cases of central peg lucency about the inset glenoid component and one (1.3%) case of glenoid loosening. No revisions were performed for glenoid loosening. CONCLUSION: At a minimum of 2 years postoperatively, there were significant improvements in ROM, VAS, SANE, and ASES scores with very low rates of central peg lucency and glenoid loosening in patients undergoing aTSA with an inset glenoid component. Further work is needed to determine the long-term benefit of this novel implant.

Effect of glenosphere lateralization with and without coracoacromial ligament transection on acromial and scapular spine strain in reverse shoulder arthroplasty.

Background: Small changes in deltoid tension and moment arm due to glenosphere lateralization may be associated with an increase in acromion or scapular spine strain in reverse shoulder arthroplasty (RSA), which can lead to stress fracture. The coracoacromial ligament (CAL) may be protective and lower the strain seen on the acromion or scapular spine. This biomechanical study investigated the impact of glenosphere lateralization and CAL integrity on acromion and scapular spine strain after RSA. Methods: Ten cadaveric specimens were tested on a custom dynamic shoulder frame. Acromial and scapular spine strain were measured at 0°, 30°, and 60° of abduction using strain rosettes fixed to the acromion (Levy Type 2) and the scapular spine (Levy Type 3). Specimens were first tested with a standard commercially available RSA implant with zero lateralization and then subsequently with the +3 and +6 lateralizing glenospheres for that implant. The CAL was then cut in each specimen and testing was repeated with the 0, +3, and +6 glenospheres. Maximal strain was recorded at both the acromion and scapular spine and analysis of variance compared strain across various abduction angles and glenospheres with and without CAL transection. Results: In the intact CAL group, maximal strain decreased significantly at the acromion with abduction from 0° to 30° and 0° to 60°, however, at the scapular spine abduction did not significantly impact strain. Maximal strain decreased significantly with increasing abduction from 0 to 30 and 0 to 60 at both the acromion and scapular spine in the cut CAL group. Average strain at the acromion was significantly higher in the cut group (844.7 µÎµ) versus the intact group (580.3 µÎµ), a difference of 31.3% (P = .0493). Average strain at the scapular spine, did not differ in the cut group (725 µÎµ) compared with the intact group (787 µÎµ) (P = .3666). There were no statistically significant differences in acromial or scapular spine strain between various levels of glenosphere lateralization in either the cut or intact state. Conclusion: In this biomechanical study, arm abduction decreased acromial and scapular spine strain following RSA. Cutting the CAL significantly increased strain at the acromion, and did not significantly alter strain at the scapular spine for all angles of abduction, differing from prior literature. Glenosphere lateralization did not have a significant effect on strain at the levels studied regardless of CAL status. Continued study of the complexion relationship between surgical and implant factors on strain following RSA is needed.

Outcomes Between Stemmed and Stemless Total Shoulder Arthroplasty: A Systematic Review and Meta-analysis of Randomized Controlled Trials.

INTRODUCTION: Both stemmed and stemless designs for total shoulder arthroplasty (TSA) have demonstrated efficacious outcomes for the surgical treatment of primary glenohumeral joint osteoarthritis. The purpose of this systematic review and meta-analysis was to compare the clinical outcomes of stemmed versus stemless TSA in randomized controlled trials. We hypothesized that there would be no differences in Constant Score (CS), range of motion, or adverse events, such as periprosthetic fracture and/or revision surgery. METHODS: Using the Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines, a systematic review of the literature was done using MEDLINE, SPORTDiscus, Cumulative Index to Nursing and Allied Health Literature, Cochrane Central Registry of Controlled Trials, Embase, and Web of Science databases. Outcomes of interest included CS, range of motion, and adverse events (periprosthetic fracture and revision). Summary effect estimates of the mean difference between stemmed and stemless TSA for each outcome were estimated in random effects models. RESULTS: The search yielded 301 articles with 4 appropriate for qualitative analysis, including the results of 229 stemmed and 358 stemless TSAs. No significant difference was observed in postoperative CS (P = 0.36), forward flexion (P = 0.93), abduction (P = 0.30), or external rotation (P = 0.34) between stemmed and stemless TSA. No significant difference was observed in change in CS (P = 0.27), forward flexion (P = 0.25), or external rotation (P = 0.74). A change in abduction was significantly different between stemmed and stemless TSA (standardized mean difference = -0.64; 95% confidence interval, -1.20 to -0.08) in favor of stemmed TSA (P = 0.02), attributed to preoperative differences. No significant difference was observed in periprosthetic fractures (P = 0.07) or revision (P = 0.90). CONCLUSION: TSA with stemless versus stemmed humeral components was not associated with notable differences in functional and clinical outcomes. No difference was observed between stemmed and stemless designs in postoperative forward flexion, abduction, or external rotation. Similarly, there was no difference in change in forward flexion or external rotation. A markedly greater improvement in abduction was observed with stemmed TSA, likely due to the lower preoperative motion in the stemmed cohort in one of the studies. No differences were observed between stemmed and stemless designs in the rate of humeral fracture or risk of revision. LEVEL OF EVIDENCE: Level II; systematic review and meta-analysis of prospective randomized controlled trials.

Paracrine-mediated rejuvenation of aged mesenchymal stem cells is associated with downregulation of the autophagy-lysosomal pathway.

Age-related differences in stem-cell potency contribute to variable outcomes in clinical stem cell trials. To help understand the effect of age on stem cell potency, bone marrow-derived mesenchymal stem cells (MSCs) were isolated from young (6 weeks) and old (18-24 months) mice. HUVEC tubule formation (TF) induced by the old and young MSCs and ELISA of conditioned media were compared to one another, and to old MSCs after 7 d in indirect co-culture with young MSCs. Old MSCs induced less TF than did young (1.56 ± 0.11 vs 2.38 ± 0.17, p = 0.0003) and released lower amounts of VEGF (p = 0.009) and IGF1 (p = 0.037). After 7 d in co-culture with young MSCs, TF by the old MSCs significantly improved (to 2.09 ± 0.18 from 1.56 ± 0.11; p = 0.013), and was no longer different compared to TF from young MSCs (2.09 ± 0.18 vs 2.38 ± 0.17; p = 0.27). RNA seq of old MSCs, young MSCs, and old MSCs following co-culture with young MSCs revealed that the age-related differences were broadly modified by co-culture, with the most significant changes associated with lysosomal pathways. These results indicate that the age-associated decreased paracrine-mediated effects of old MSCs are improved following indirect co-culture with young MSC. The observed effect is associated with broad transcriptional modification, suggesting potential targets to both assess and improve the therapeutic potency of stem cells from older patients.

Species of the common discomycete genus Bisporella reassigned to at least four genera.

Bisporella as typically conceived is a genus of noticeable, bright yellow inoperculate discomycetes. This interpretation of the genus, however, is at odds with Bisporella pallescens, the current name of the type species of the genus; furthermore, the genus has been interpreted as including the unusual species Bisporella resinicola. By comparing morphological and molecular traits of species traditionally included in Bisporella, we show that the genus is polyphyletic, with many "typical" members of the genus belonging instead in Calycina in Pezizellaceae. Bisporella pallescens is conclusively linked with its asexual morph, Bispora antennata, and the genus Bisporella is abandoned as a later synonym of the monotypic genus Bispora (previously applied only to asexual fungi) and placed as sister to Hymenoscyphus in Helotiaceae. Bisporella resinicola is shown to represent an independent monotypic genus, Eustilbum, which so far is placed incertae sedis in Helotiales. Finally, "Bisporella" subpallida, like Bispora, belongs to Helotiaceae but is instead related to "Phaeohelotium" epiphyllum.

Apothecial Ancestry, Evolution, and Re-Evolution in Thelebolales (Leotiomycetes, Fungi).

Closed cleistothecia-like ascomata have repeatedly evolved in non-related perithecioid and apothecioid lineages of lichenized and non-lichenized Ascomycota. The evolution of a closed, darkly pigmented ascoma that protects asci and ascospores is conceived as either an adaptation to harsh environmental conditions or a specialized dispersal strategy. Species with closed ascomata have mostly lost sterile hymenial elements (paraphyses) and the capacity to actively discharge ascospores. The class Leotiomycetes, one of the most speciose classes of Ascomycota, is mainly apothecioid, paraphysate, and possesses active ascospore discharge. Lineages with closed ascomata, and their morphological variants, have evolved independently in several families, such as Erysiphaceae, Myxotrichaceae, Rutstroemiaceae, etc. Thelebolales is a distinctive order in the Leotiomycetes class. It has two widespread families (Thelebolaceae, Pseudeurotiaceae) with mostly closed ascomata, evanescent asci, and thus passively dispersed ascospores. Within the order, closed ascomata dominate and a great diversity of peridia have evolved as adaptations to different dispersal strategies. The type genus, Thelebolus, is an exceptional case of ascomatal evolution within the order. Its species are the most diverse in functional traits, encompassing species with closed ascomata and evanescent asci, and species with open ascomata, active ascospore discharge, and paraphyses. Open ascomata were previously suggested as the ancestral state in the genus, these ascomata depend on mammals and birds as dispersal agents. In this scheme, species with closed ascomata, a lack of paraphyses, and passive ascospore discharge exhibit derived traits that evolved in adaptation to cold ecosystems. Here, we used morphological and phylogenetic methods, as well as the reconstruction of ancestral traits for ascomatal type, asci dehiscence, the presence or absence of paraphyses, and ascospore features to explore evolution within Thelebolales. We demonstrate the apothecial ancestry in Thelebolales and propose a new hypothesis about the evolution of the open ascomata in Thelebolus, involving a process of re-evolution where the active dispersal of ascospores appears independently twice within the order. We propose a new family, Holwayaceae, within Thelebolales, that retains the phenotypic features exhibited by species of Thelebolus, i.e., pigmented capitate paraphyses and active asci discharge with an opening limitation ring.

Early clinical and radiographic outcomes of anatomic total shoulder arthroplasty with a biconvex posterior augmented glenoid for patients with posterior glenoid erosion: minimum 2-year follow-up.

BACKGROUND: Glenoid bone loss in anatomic total shoulder arthroplasty (aTSA) remains a controversial and challenging clinical problem. Previous studies have shown high rates of glenoid loosening for aTSA in shoulders with retroversion, posterior bone loss, and posterior humeral head subluxation. This study is the first to present minimum 2-year follow-up data of an all-polyethylene, biconvex augmented anatomic glenoid component for correction of glenoid retroversion and posterior humeral head subluxation. METHODS: This study is a multicenter, retrospective review of prospectively collected data on consecutive patients from 7 global clinical sites. All patients underwent aTSA using the biconvex posterior augmented glenoid (PAG). Inclusion criteria were preoperative computed tomographic (CT) scan, minimum 2 years since surgery, preoperative and minimum 2-year postoperative range of motion examination, and patient-reported outcome measures (PROMs). Glenoid classification, glenoid retroversion, and posterior humeral head subluxation were measured from preoperative CT and radiography and postoperative radiography. Statistical comparisons between pre- and postoperative values were performed with a paired t test. RESULTS: Eighty-six of 110 consecutive patients during the study period (78% follow-up) met the inclusion criteria and were included in our analysis. Mean follow-up was 35 ± 10 months, with a mean age of 68 ± 8 years (range 48-85). Range of motion statistically improved in all planes from pre- to postoperation. Mean visual analog scale score improved from 5.2 preoperation to 0.7 postoperation, Single Assessment Numeric Evaluation score from 43.2 to 89.5, Constant score from 41.8 to 76.9, and American Shoulder and Elbow Surgeons Standardized Shoulder Assessment Form score from 49.8 to 86.7 (all P < .0001). Mean glenoid retroversion improved from 19.3° to 7.4° (P < .0001). Posterior subluxation improved from 69.1% to 53.5% and posterior decentering improved from 5.8% to -3.0% (P < .0001). There was 1 patient with both a prosthetic joint infection and radiographic glenoid loosening that required revision. Seventy-nine of 86 patients had a Lazarus score of 0 (no radiolucency seen about peg or keel) at final follow-up. CONCLUSIONS: This study shows that at minimum 2-year follow-up, a posterior-augmented all-polyethylene glenoid can correct glenoid retroversion and posterior humeral head subluxation. Clinically, there was significant improvement in both range of motion and PROMs.

Utilising Surrogate Models to Approximate Cardiac Potentials when Solving Inverse Problems via Bayesian Techniques.

Solving inverse problems is computationally expensive, if not infeasible, under specific scenarios. For example, many forward solutions are required when solving inverse problems using Bayesian techniques. In this work, a novel inference protocol is established, that can be used to infer the cardiac bidomain conductivities and the cardiac fibre rotation angle (bidomain parameters). This protocol uses a surrogate model, developed using generalised polynomial chaos techniques, to approximate cardiac potentials on a multi-electrode array. The resulting surrogate model is used in conjunction with Bayesian inference techniques to infer the bidomain parameters. A lower-order surrogate model (order three) can effectively characterise the influence of the extracellular conductivities and fibre rotation on the cardiac potentials; however, it is recommended that a higher-order surrogate model expansion of order seven be used to adequately characterise the influence of the intracellular conductivities as well. This seventh order surrogate model was successfully used to infer the extracellular conductivities and fibre rotation angle from a single set of synthetically generated noisy experimental potentials, while the intracellular conductivities were unable to be retrieved accurately under this scenario.

Supporting doctors' well-being and resilience during COVID-19: A framework for rapid and rigorous intervention development.

This paper aims to outline the development of a theoretically informed and evidence-based intervention strategy to underpin interventions to support the well-being of doctors during COVID-19 and beyond; delineate new ways of working were employed to ensure a rapid and rigorous process of intervention development and present the resulting novel framework for intervention development. The research comprised four workstreams: literature review (WS1), qualitative study (WS2), intervention development and implementation (WS3) and evaluation (WS4). Due to time constraints, we employed a parallel design for WS1-3 with the findings of WS1-2 informing WS3 on a continual basis. WS3 was underpinned by the Behaviour Change Wheel. We recruited expert panels to assist with intervention development. We reflected on decisions taken to facilitate the rapid yet rigorous process of intervention development. The empirical output was a theoretically informed and evidence-based intervention strategy to underpin interventions to support doctors' well-being during COVID-19 and beyond. The methodological output was a novel framework that facilitates rapid and rigorous development of interventions. The intervention strategy provides a foundation for development and evaluation of tailored interventions to support doctors' well-being. The novel framework provides guidance for the development of interventions where the situation demands a rapid yet rigorous development process.

Heard, valued, supported? Doctors' wellbeing during transitions triggered by COVID-19.

INTRODUCTION: Supporting doctors' wellbeing is crucial for medical education to help minimise negative long-term impacts on medical workforce retention and ultimately patient care. There is limited study of how doctors' transitions experiences impact wellbeing, particularly socially and culturally. Multiple Multidimensional Transitions (MMT) theory views transitions as dynamic, incorporating multiple contexts and multiple domains. Using MMT as our lens, we report a qualitative analysis of how transitions experienced by doctors during the pandemic impacted on social and cultural aspects of wellbeing. METHODS: Longitudinal narrative inquiry was employed, using interviews and audio-diaries. Data were collected over 6 months in three phases: (i) interviews with doctors from across the career spectrum (n = 98); (ii) longitudinal audio-diaries for 2-4 months (n = 71); (iii) second interviews (n = 83). Data were analysed abductively, narrowing focus to factors important to social and cultural wellbeing. RESULTS: Doctors described experiencing multiple interacting transitions triggered by the pandemic in multiple contexts (workplace, role, homelife and education). Patterns identifiable across the dataset allowed us to explore social and cultural wellbeing crosscutting beyond individual experience. Three critical factors contributed to social and cultural wellbeing both positively and negatively: being heard (e.g., by colleagues asking how they are); being valued (e.g., removal of rest spaces by organisations showing lack of value); and being supported (e.g., through regular briefing by education bodies). CONCLUSIONS: This study is the first to longitudinally explore the multiple-multidimensional transitions experienced by doctors during the COVID-19 pandemic. Our data analysis helped us move beyond existing perceptions around wellbeing and articulate multiple factors that contribute to social and cultural wellbeing. It is vital that medical educators consider the learning from these experiences to help pinpoint what aspects of support might be beneficial to trainee doctors and their trainers. This study forms the basis for developing evidenced-based interventions that ensure doctors are heard, valued and supported.