Implementing a telemedicine curriculum for internal medicine residents during a pandemic: the Cleveland Clinic experience.

Telemedicine training was not a substantial element of most residency programmes prior to the COVID-19 pandemic. Social distancing measures changed this. The Cleveland Clinic Internal Medicine Residency Programme (IMRP) is one of the largest programmes in the USA, which made the task of implementing a telemedicine curriculum more complex. Here we describe our experience implementing an effective, expedited telemedicine curriculum for our ambulatory resident clinics. This study was started in April 2020 when we implemented a resident-led curriculum and training programme for providing ambulatory telemedicine care. The curriculum was finalised in less than 5 weeks. It entailed introducing a formal training programme for residents, creating a resource guide for different video communication tools and training preceptors to safely supervise care in this new paradigm. Residents were surveyed before the curriculum to assess prior experience with telemedicine, and then afterward to assess the curriculum's effectiveness. We also created a mini-CEX assessment for residents to solicit feedback on their performance during virtual appointments. Over 2000 virtual visits were performed by residents in a span of 10 weeks. Of 148 residents, 38% responded to the pre-participation survey. A majority had no prior telemedicine experience and expressed only slight comfort with the modality. Through collaboration with experienced residents and faculty, we expeditiously deployed an enhancement to our ambulatory care curriculum to teach residents how to provide virtual care and help faculty with supervision. We share our insights on this experience for other residency programmes to use.

An Examination of the Intersection of Climate Change, the Physician Specialty Workforce, and Graduate Medical Education in the U.S.

Issue: As U.S. healthcare systems plan for future physician workforce needs, the systemic impacts of climate change, a worldwide environmental and health crisis, have not been factored in. The current focus on increasing the number of trained physicians and optimizing efficiencies in healthcare delivery may be insufficient. Graduate medical education (GME) priorities and training should be considered in order to prepare a climate-educated physician workforce. Evidence: We used a holistic lens to explore the available literature regarding the intersection of future physician workforce needs, GME program priorities, and resident education within the larger context of climate change. Our interinstitutional, transdisciplinary team brought perspectives from their own fields, including climate science, climate and health research, and medical education to provide recommendations for building a climate-educated physician workforce. Implications: Acknowledging and preparing for the effects of climate change on the physician workforce will require identification of workforce gaps, changes to GME program priorities, and education of trainees on the health and societal impacts of climate change. Alignment of GME training with workforce considerations and climate action and adaptation initiatives will be critical in ensuring the U.S. has a climate-educated physician workforce capable of addressing health and healthcare system challenges. This article offers a number of recommendations for physician workforce priorities, resident education, and system-level changes to better prepare for the health and health system impacts of climate change.

Frequency, Timing, and Types of Medication Ordering Errors Made by Residents in the Electronic Medical Records Era.

OBJECTIVES: To describe associations between resident level of training, timing of medication orders, and the types of inpatient medication ordering errors made by internal medicine residents. METHODS: This study reviewed all inpatient medication orders placed by internal medicine residents at a tertiary care academic medical center from July 2011 to June 2015. Medication order errors were measured by pharmacists' reporting of an error via the electronic medical record during real-time surveillance of orders. Multivariable regression models were constructed to assess associations between resident training level (postgraduate year [PGY]), medication order timing (time of day and month of year), and rates of medication ordering errors. RESULTS: Of 1,772,462 medication orders placed by 335 residents, 68,545 (3.9%) triggered a pharmacist intervention in the electronic medical record. Overall and for each PGY level, renal dose monitoring/adjustment was the most common order error (40%). Ordering errors were less frequent during the night and transition periods versus daytime (adjusted odds ratio [aOR] 0.93, 95% confidence interval [CI] 0.91-0.96, and aOR 0.93, 95% CI 0.90-0.95, respectively). Errors were more common in July and August compared with other months (aOR 1.05, 95% CI 1.01-1.09). Compared with PGY2 residents, both PGY1 (aOR 1.06, 95% CI 1.03-1.10), and PGY3 residents (aOR 1.07, 95% CI, 1.03-1.10) were more likely to make medication ordering errors. Throughout the course of the academic year, the odds of a medication ordering error decreased by 16% (aOR 0.84, 95% CI 0.80-0.89). CONCLUSIONS: Despite electronic medical records, medication ordering errors by trainees remain common. Additional supervision and resident education regarding medication orders may be necessary.

Thromboembolic and Major Bleeding Events With Rivaroxaban Versus Warfarin Use in a Real-World Setting.

BACKGROUND: Although randomized trials demonstrate the noninferiority of rivaroxaban compared with warfarin in the context of nonvalvular atrial fibrillation (AF), little is known about how these drugs compare in practice. OBJECTIVE: To assess the relative effectiveness and safety of rivaroxaban versus warfarin in a large health system and to evaluate this association by time in therapeutic range (TTR). METHODS: We conducted a retrospective cohort study with propensity matching in the Cleveland Clinic Health System. The study included patients initiated on warfarin or rivaroxaban for thromboembolic prevention in nonvalvular AF between January 2012 and July 2016. The main outcomes were thromboembolic events and major bleeds. Analyses were stratified by warfarin patients' TTR. RESULTS: The cohort consisted of 472 propensity-matched pairs. The mean age was 73.6 years (SD = 11.7), and the mean CHADS2 score was 1.8. The median TTR for warfarin patients was 64%. In the propensity-matched analysis, there was no significant difference in thromboembolic or major bleeding events between groups. Among warfarin patients with a TTR <64% and their matched rivaroxaban pairs, there was also no significant difference in thromboembolic or major bleeding events. CONCLUSIONS: Under real-world conditions, warfarin and rivaroxaban were associated with similar safety and effectiveness, even among those with suboptimal therapeutic control. Individualized decision making, taking into account the nontherapeutic tradeoffs associated with these medications (eg, monitoring, half-life, cost) is warranted.

Provider Variation in Antibiotic Prescribing and Outcomes of Respiratory Tract Infections.

OBJECTIVES: Inappropriate antibiotic use for respiratory tract infection (RTI) is an ongoing problem linked to the emergence of drug resistance and other adverse effects. Less is known about the prescribing practices of individual physicians or the impact of physician prescribing habits on patient outcomes. We studied the prescribing practices of providers for acute RTIs in an integrated health system, identified patient factors associated with receipt of an antibiotic and assessed the relation between providers' adjusted prescribing rates and a number of patient outcomes. METHODS: This was a retrospective analysis of adults with an RTI visit to any primary care providers across the Cleveland Clinic Health System in 2011-2012. Patients with a history of chronic obstructive pulmonary disease or immunocompromised status were excluded. Logistic regression was used to examine patient factors associated with receipt of an antibiotic. RESULTS: Of 31,416 patients with an RTI, 54.8% received an antibiotic. Patient factors associated with antibiotic prescribing included white race (odds ratio [OR] 1.35, P < 0.001), presence of fever (OR 1.66, P < 0.001), and a diagnosis of bronchitis (OR 10.98, P < 0.001) or sinusitis (OR 33.85, P < 0.001). Among 290 providers with ≥10 RTI visits, adjusted antibiotic prescribing rates ranged from 0% to 100% (mean 49%). Antibiotics were prescribed more often for sinusitis (OR 33.85, P < 0.001), bronchitis (OR 10.98, P < 0.001), or pharyngitis (OR 1.76, P < 0.001) compared with upper respiratory tract infection. Patients who were prescribed antibiotics at the index visit were more likely to return for RTI within 1 year (adjusted OR 1.26, P < 0.001). Emergency department visits for respiratory complications were rare and not associated with antibiotic receipt. CONCLUSIONS: Antibiotic prescribing for RTI varies widely among physicians and cannot be explained by patient factors. Patients prescribed antibiotics for RTI were more likely to return for RTI.

Accuracy of Online Artificial Intelligence Models in Primary Care Settings.

INTRODUCTION: The importance of preventive medicine and primary care in the sphere of public health is expanding, yet a gap exists in the utilization of recommended medical services. As patients increasingly turn to online resources for supplementary advice, the role of artificial intelligence (AI) in providing accurate and reliable information has emerged. The present study aimed to assess ChatGPT-4's and Google Bard's capacity to deliver accurate recommendations in preventive medicine and primary care. METHODS: Fifty-six questions were formulated and presented to ChatGPT-4 in June 2023 and Google Bard in October 2023, and the responses were independently reviewed by two physicians, with each answer being classified as "accurate," "inaccurate," or "accurate with missing information." Disagreements were resolved by a third physician. RESULTS: Initial inter-reviewer agreement on grading was substantial (Cohen's Kappa was 0.76, 95%CI [0.61-0.90] for ChatGPT-4 and 0.89, 95%CI [0.79-0.99] for Bard). After reaching a consensus, 28.6% of ChatGPT-4-generated answers were deemed accurate, 28.6% inaccurate, and 42.8% accurate with missing information. In comparison, 53.6% of Bard-generated answers were deemed accurate, 17.8% inaccurate, and 28.6% accurate with missing information. Responses to CDC and immunization-related questions showed notable inaccuracies (80%) in both models. CONCLUSIONS: ChatGPT-4 and Bard demonstrated potential in offering accurate information in preventive care. It also brought to light the critical need for regular updates, particularly in the rapidly evolving areas of medicine. A significant proportion of the AI models' responses were deemed "accurate with missing information," emphasizing the importance of viewing AI tools as complementary resources when seeking medical information.

Factors Associated With Maintenance of an Improved Ejection Fraction: An Echocardiogram-Based Registry Study.

Background Heart failure with improved ejection fraction (EF) is increasingly recognized as a sizable and distinct entity. While the features associated with improvedEF have been explored and new guidelines have emerged, factors associated with sustaining an improved EF over time have not been defined. We aimed to assess factors associated with maintenance of an improved EF in a large real-world patient cohort. Methods and Results A total of 7070 participants with heart failure with improved EF and a subsequent echocardiogram performed after at least 9 months of follow-up were included in a retrospective cohort study conducted at the Cleveland Clinic in Cleveland, Ohio. Multiple logistic regression models, adjusted for demographics, comorbidities, and medications were built to identify characteristics and therapeutic interventions associated with maintaining an improved EF. Mean age (SD) was 64.9 (13.8) years, 62.7% were men, and 75.1% were White participants. White race and the use of angiotensin-converting enzyme inhibitors, angiotensin receptor blockers, or angiotensin receptor-neprilysin inhibitors were associated with maintaining the EF at least 9 months after EF improvement. In contrast, male sex or having atrial fibrillation/flutter, coronary artery disease, history of myocardial infarction, presence of an implanted cardioverter-defibrillator, and use of loop diuretics were associated with a decline in EF after previously documented improvement. Conclusions Continued use of renin-angiotensin-aldosterone system inhibitors was associated with maintaining the EF beyond the initial improvement phase.

Association of antibiotic use and acute kidney injury in patients hospitalized with community-acquired pneumonia.

BACKGROUND: Acute kidney injury (AKI) is common among hospitalized patients with community-acquired pneumonia (CAP). We aimed to estimate and compare the risk of AKI for various antibiotic combinations in adults hospitalized for CAP. METHODS: We conducted a retrospective cohort study of the Premier Healthcare Database containing all admissions for 660 US hospitals from 2010 to 2015. We included adults aged ≥18 years hospitalized with CAP and considered 6 different antibiotic combinations based on continuous use in the first 3 hospital days. The primary outcome was incident AKI, defined by ICD-9 codes 584.5-584-9. We evaluated associations of AKI with in-hospital mortality and length-of-stay. We excluded patients who were admitted directly to the intensive care unit, had AKI codes present on admission or had dialysis in the first 2 days. We used generalized linear mixed models with the hospital as a random effect and covariate adjustment for patient demographics, comorbidities, other treatments on day 0/1, and hospital characteristics. RESULTS: The total sample included 449,535 patients, 3.15% of whom developed AKI. All other regimens but fluoroquinolones exhibited higher AKI odds than 3rd generation cephalosporin with or without macrolide. The combination of piperacillin/tazobactam and vancomycin with or without other antibiotics was associated with the highest AKI odds (OR = 1.89; 95% CI: 1.73-2.06). Patients with incident AKI had an increased odds of hospital mortality (OR = 6.37; 95% CI: 6.07-6.69) and longer length-of-stay (mean multiplier = 1.84; 95% CI: 1.82, 1.86). CONCLUSION: Compared to 3rd generation cephalosporin with or without macrolide, piperacillin/tazobactam, vancomycin, and their combination were associated with higher odds of developing AKI, which in turn were associated with worse clinical outcomes.

An Examination of Resident Perspectives on Survey Participation and Methodology: Implications for Educational Practice and Research.

BACKGROUND: In medical education, self-administered questionnaires are used to gather information for needs assessments, innovation projects, program evaluations, and research studies. Despite the importance of survey methodology, response rates have declined for years, especially for physicians. OBJECTIVE: This study explored residents' experiences with survey participation and perceptions of survey design and implementation. METHODS: In 2019, residents at a large Midwestern academic medical center were recruited via email to participate in mixed specialty focus groups (FGs). Narrative comments were recorded, transcribed, and then analyzed via conventional content analysis, utilizing cognitive sociology as a conceptual framework. Themes and subthemes were generated iteratively. RESULTS: Postgraduate year 1-4 residents (n = 33) from internal medicine, surgery, and neurology participated in 7 FGs (3-7 participants/group) from April-May 2019. Eight themes were generated during content analysis: Negative emotions, professionalism, accuracy, impact, survey design/implementation, biases, survey fatigue, and anonymity. Residents questioned the accuracy of survey data, given the tendency for self-selection to drive survey participation. Residents wanted survey participation to be meaningful and reported non-participation for a variety of reasons, including doubts over impact. Satisficing and breakoffs were commonly reported. CONCLUSIONS: Though residency program cultures differ across institutions, the findings from this study, including potential barriers to survey participation, should be relevant to anyone in graduate medical education using survey methodology for programmatic data collection, accreditation, and research purposes.

Impact on patients' compliance with medication using prepacked blisters for multidrug medical therapy: I-COMPLY Study.

PURPOSE: Studies have supported the use of packaging interventions such as pillboxes or blister packs to improve medication adherence but have not evaluated the efficacy of these interventions in a population of low socioeconomic status. The aim of this study was to assess the effect of home-delivered pill packs on medication adherence in a low-income Black American population with Medicaid insurance. METHODS: This study was an open-label, randomized, controlled trial. The patient population studied included 80 patients followed by primary care physicians at the Cleveland Clinic. Patients were randomized to a study group who received delivery of their multidrug medical therapy, defined as a minimum of 4 medications daily, in prepackaged blisters or a control group who obtained their prescriptions from their routine pharmacy. RESULTS: The primary analysis compared the mean percentage of missed pills between the 2 groups using t-test analysis. The percentage of missed pills in the study group was significantly lower than in the control group (mean [SD]: 3.7% [6.0%] vs 17.4% [16.6%] missed daily pills; P < 0.001). The number of daily missed doses was also significantly lower in the study group (0.3 [0.5] vs 0.7 [0.6]; P = 0.002). Patients were on a mean of 8.1 (SD, 2.3) and 8.1 (SD, 2.6) medications in the study and control groups, respectively (P = 0.96). CONCLUSION: Delivery of prepackaged medications in a low-income Black American community was demonstrated to improve medication adherence. The use of prepackaged blisters for medication home delivery is a model that can be utilized on a larger scale for patients on multidrug medical therapy.

Rhinosinusitis and the role of imaging.

Acute, uncomplicated rhinosinusitis is a clinical diagnosis. Imaging should only be used in the case of complicated sinus infections, recurrent or chronic sinus disease, or in surgical planning. The authors discuss key features of complicated and uncomplicated rhinosinusitis, management, and recommendations on the use of imaging in diagnosis.

Higher Grit Scores Associated With Less Burnout in a Cohort of Internal Medicine Residents.

BACKGROUND: The association between grit, defined as perseverance and passion for long-term goals, and professional burnout has not been studied in internal medicine residents. Our objective was to examine whether internal medicine residents' scores on a grit scale were associated with various measures of burnout. METHODS: All residents from a single internal medicine program were invited to participate in a study of grit and burnout. Grit and burnout were measured using the Short Grit Scale and modified Maslach Burnout Inventory, respectively. In addition, demographics, last In-Training Examination (ITE) score, and interest in a subspecialty were captured. RESULTS: A total of 139 of 168 eligible residents (83%) participated. Emotional exhaustion and depersonalization (i.e., burn out) were identified in 63% and 42% of residents, respectively. Endorsement of emotional exhaustion was higher for residents living with family members, postgraduate year (PGY)1 and PGY2 compared with PGY3 residents, and residents scoring above the 50th percentile on the last ITE. Grit scores were higher for residents not reporting emotional exhaustion. As grit score increases, the odds of reporting emotional exhaustion significantly decreased, after adjustments for demographics, ITE scores, type of medical school, PGY level, and interest in a subspecialty (odds ratio = 0.36, 95% CI 0.15-0.84). CONCLUSIONS: Grit appeared to be an independent predictor of burnout in internal medicine residents in this sample, with lower grit scores associated with higher burnout scores. By measuring grit early in residency, programs can potentially identify residents at risk for symptoms of burnout, specifically emotional exhaustion, and implement targeted interventions.

Therapeutic Renin Inhibition in Diabetic Nephropathy-A Review of the Physiological Evidence.

The purpose of this systematic review was to investigate the scientific evidence to support the use of direct renin inhibitors (DRIs) in diabetic nephropathy (DN). MEDLINE was searched for articles reported until 2018. A standardized dataset was extracted from articles describing the effects of DRIs on plasma renin activity (PRA) in DN. A total of three clinical articles studying PRA as an outcome measure for DRIs use in DN were identified. These clinical studies were randomized controlled trials (RCTs): one double-blind crossover, one post hoc of a double-blind and placebo-controlled study, and one open-label and parallel-controlled study. Two studies reported a significant decrease of albuminuria associated with PRA reduction. One study had a DRI as monotherapy compared with placebo, and two studies had DRI as add-in to an angiotensin II (Ang II) receptor blocker (ARB). Of 10,393 patients with DN enrolled in five studies with DRI, 370 (3.6%) patients had PRA measured. Only one preclinical study was identified that determined PRA when investigating the effects of aliskiren in DN. Moreover, most of observational preclinical and clinical studies identified report on a low PRA or hyporeninemic hypoaldosteronism in DM. Renin inhibition has been suggested for DN, but proof-of-concept studies for this are scant. A small number of clinical and preclinical studies assessed the PRA effects of DRIs in DN. For a more successful translational research for DRIs, specific patient population responsive to the treatment should be identified, and PRA may remain a biomarker of choice for patient stratification.

Hypertension in pregnancy: Pathophysiology and treatment.

Hypertensive disorders of pregnancy, an umbrella term that includes preexisting and gestational hypertension, preeclampsia, and eclampsia, complicate up to 10% of pregnancies and represent a significant cause of maternal and perinatal morbidity and mortality. Despite the differences in guidelines, there appears to be consensus that severe hypertension and non-severe hypertension with evidence of end-organ damage need to be controlled; yet the ideal target ranges below 160/110 mmHg remain a source of debate. This review outlines the definition, pathophysiology, goals of therapy, and treatment agents used in hypertensive disorders of pregnancy.

Using an Adaptive, Self-Directed Web-Based Learning Module to Enhance Residents' Medical Knowledge Prior to a New Clinical Rotation.

BACKGROUND: The effect of self-directed adaptive learning on internal medicine residents' knowledge prior to a new clinical rotation is not known. METHODS: We developed an adaptive, online, self-directed spaced repetition module and determined the effect on medical knowledge acquisition. We randomized postgraduate year 1 internal medicine residents into two groups. The intervention group (n = 27) received an electronic version of the clinical rotation curriculum as portable document format (PDF) files and participated in the online module, delivered via Moodle, a free, open-source learning management system. The non-intervention group (n = 27) only received the PDF files. All residents participated in a medical knowledge test at baseline and 3 months later. RESULTS: Both groups were similar at study baseline in terms of age, trainee type, years since graduation, results at United States Medical Licensing Examination (USMLE) Step 1, 2, In-Training Examination (ITE), and pre-intervention evaluation. There was a statistically significant improvement in scores on the post-intervention medical knowledge assessment for the intervention group when compared with the non-intervention group (24.2 ± 15.4% vs. 8.6 ± 9.9%, p < 0.001). CONCLUSION: An online, self-directed, adaptive spaced repetition-learning module can offer a simple and effective method to increase the medical knowledge present at the start of residents' clinical rotations.

Intrapartum Fetal Heart Rate: A Possible Predictor of Neonatal Acidemia and APGAR Score.

Background: Predicting perinatal outcomes based on patterns of fetal heart rate (FHR) remains a challenge. The aim of this study was to evaluate intrapartum FHR variability as predictor for neonatal acidemia and APGAR score. Methods: This was a retrospective observational study of 552 childbirths. Multivariable linear regression models were used to assess the association between FHR variability and each of the following outcomes: arterial cord blood pH and base deficit, Apgar 1, and 5 scores. Variables used for adjustment were maternal age, comorbidities (gestational diabetes, preeclampsia, maternal fever, and hypertension), parity, gravidity, uterine contractions, and newborn gestational age, and weight at birth. Results: The following factors were associated with an increased risk of metabolic acidosis and low Apgar scores at birth: increased mean and coefficient of variation (CV) of the FHR, type of delivery and decreased parity. Each 10-beat/min increase in the FHR was associated with an increase of 0.43 mEq/L in the base deficit, and a decrease of 0.01 in the pH, 0.2 in the Apgar 1, and 0.14 in the Apgar 5 scores. Each 10% increase in the CV of the FHR was associated with an increase of 4.05 mEq/L in the base deficit and a decrease of 0.13 in the pH, 1.31 in the Apgar 1, and 0.86 in the Apgar 5 scores. Conclusion: These data suggest the intrapartum FHR variability is physiologically relevant and can be used for predicting the acidemia and Apgar scores at birth of the newborn infants without severe cases of morbidity and from uncomplicated pregnancies.

Weakness and pain in arms and legs · dark urine · history of vertebral osteomyelitis · Dx?

Rhabdomyolysis is a serious complication of statin treatment. Both higher statin doses and pharmacokinetic factors can raise statin levels, leading to this serious usclerelated syndrome. Co-administration of statins with drugs that are strong inhibitors of cytochrome P450 (CYP) 3A4 (the main cytochrome P450 isoform that metabolizes most statins) can increase statin levels several fold. The trigger for our patient's statin-induced rhabdomyolysis was fluconazole, a known moderate inhibitor of CYP3A4, which is comparatively weaker than certain potent azoles like itraconazole or ketoconazole.

Content and Outcomes of Social Work Consultation for Patients with Diabetes in Primary Care.

PURPOSE: Social workers are positioned to address social determinants of health (SDHs), but their specific roles in outpatient primary care practice have not been well described. We aimed to describe needs of patients with diabetes addressed during social work (SW) consultations and their impact on disease control. METHODS: This study was a retrospective review of electronic medical records of 977 patients with diabetes with a SW consultation at 3 primary care internal medicine sites in 2014. Diabetes and cardiovascular (CV) risk factor control were assessed before and after the SW encounter. Patient subgroups with uncontrolled diabetes or CV risk factors were compared with propensity-matched patients without a SW encounter. Of the 977 records, 300 were randomly selected for abstraction of needs addressed at the SW consultation using SDH categories established by Wilkinson and Marmot. RESULTS: Patient insurance status included 52% Medicare and 32% Medicaid. The SDHs most often addressed were social gradient (67%; obtaining medications or health insurance) and social support (25%). Among our total population, there were no significant improvements in glycosylated hemoglobin (HbA1c), low-density lipoprotein (LDL) cholesterol, systolic blood pressure, or body mass index at least 3 months after the first SW consultation. For patients with uncontrolled diabetes (HbA1c >9% or LDL cholesterol >130 mg/dl), HbA1c improved by 1.5 versus 1.1% for matched controls (P = .03) and LDL improved by 37.7 versus 21.3 mg/dl for matched controls (P = .002). CONCLUSIONS: In this sample with a preponderance of Medicare and Medicaid patients, social workers most often assisted patients with diabetes in obtaining medications or health insurance. For patients with uncontrolled diabetes or cholesterol, a temporal association between SW consultation and improved disease control was noted.