Israel Medical Association Journal

Background: Advancements in artificial intelligence (AI) and natural language processing (NLP) have led to the development of language models such as ChatGPT. These models have the potential to transform healthcare and medical research. However, understanding their applications and limitations is essential.

Objectives: To present a view of ChatGPT research and to critically assess ChatGPT's role in medical writing and clinical environments.

Methods: We performed a literature review via the PubMed search engine from 20 November 2022, to 23 April 2023. The search terms included ChatGPT, OpenAI, and large language models. We included studies that focused on ChatGPT, explored its use or implications in medicine, and were original research articles. The selected studies were analyzed considering study design, NLP tasks, main findings, and limitations.

Results: Our study included 27 articles that examined ChatGPT's performance in various tasks and medical fields. These studies covered knowledge assessment, writing, and analysis tasks. While ChatGPT was found to be useful in tasks such as generating research ideas, aiding clinical reasoning, and streamlining workflows, limitations were also identified. These limitations included inaccuracies, inconsistencies, fictitious information, and limited knowledge, highlighting the need for further improvements.

Conclusions: The review underscores ChatGPT's potential in various medical applications. Yet, it also points to limitations that require careful human oversight and responsible use to improve patient care, education, and decision-making.

In this study, we analyzed computed tomography (CT) radiological findings from trauma treated at a single hospital in the aftermath of the terror attack in Israel on 7 October 2023. The study includes images from 34 consecutive patients, consisting of 33 males and 1 female, ranging in age from 19 to 68 years. The majority of these patients underwent both chest-abdominal-pelvic (76%) and head and neck CT scans (64.7%). Key findings highlight a high incidence of head and neck injuries (55.9%), chest trauma (44.1%), and various injuries such as soft tissue lacerations (100%), fractures particularly skull fractures at 32.4%, and brain hemorrhages (23.5%). The limitations of this study include its single-center scope and the focus on stable patients, which may bias the representation of injury types. This case series provides critical insights into the radiological impacts of large-scale terror events, emphasizing the importance of comprehensive preparedness and research in the field of mass-casualty incident response.

Global developmental delay (GDD), defined as a significant delay in two or more developmental domains (e.g., gross/fine motor, cognitive, speech/language, personal/social, activities of daily living), affects 1–3% of children. According to the Israeli Ministry of Health, thyroid function studies are not indicated in children with GDD unless there are systemic features suggestive of thyroid dysfunction (https://www.health.gov.il/hozer/mr36_2012.pdf). This approach also exists in other countries with newborn screening programs for congenital hypothyroidism.

We present the case of an infant with GDD, who despite normal newborn screening tests, underwent a repeated extended thyroid function analysis (including T₃ levels) leading to a diagnosis of Allan-Herndon-Dudley syndrome, a rare genetic neurodevelopmental syndrome.

A 64-year-old male, with antineutrophil cytoplasmic antibody-associated vasculitis was being treated with methotrexate and low dose prednisone. He arrived at the clinic with bluish discoloration of the toes. Inflammatory markers and urine were normal. No history of chilblains or Raynoud's phenomena was noted. He recovered recently from mild coronavirus disease 2019 (COVID-19). A diagnosis of COVID toes (COVID digits) was made [Figure 1].

Background: Data regarding risk factors for superficial thrombophlebitis (STP) cases presenting to a hospital is limited.

Objectives: To investigate and stratify clinical and laboratory risk factors for STP

Methods: We conducted a retrospective case control study comparing patients presenting to the emergency department with STP and age- and gender-matched controls. We collected data on multiple risk factors and five blood indices.

Results: The study comprised 151 patients and matched controls. Patients with STP were more likely to have varicose veins (43.7% vs. 5.3%, P < 0.001), recent immobilization (14.6% vs. 1.3%, P < 0.001), obesity (36.4% vs. 18.5%, P = 0.001), a history of venous thromboembolism (VTE) or STP (27.2% vs. 0.7%, P < 0.001), and inherited thrombophilia (9.3% vs. 1.3%, P = 0.002). Following multivariate analysis, all five risk factors remained significant, with a history of VTE or STP associated with the largest risk (odds ratio [OR] 35.7), followed by immobilization (OR 22.3), varicose veins (OR 12.1), inherited thrombophilia (OR 6.1), and obesity (OR 2.7). Mean platelet volume was higher (8.5 vs 7.9 fl, P = 0.003) in STP cases.

Conclusions: A history of VTE or STP, immobilization, varicose veins, inherited thrombophilia, and obesity serve as independent clinical risk factors for STP presenting to hospital.

Pneumonia patients are susceptible to autonomic nervous system changes. Ultrashort HRV (usHRV) is the measurement of cyclic changes in heart rate over a period < 5 minutes.

Objectives: To describe usHRV in patients with pneumonia and assess the correlation with mortality.

Methods: We conducted a retrospective analysis, which included patients diagnosed with pneumonia in the emergency department (ED). UsHRV indices were calculated from a 10-second ED electrocardiogram and correlated with mortality utilizing logistic and Cox regressions.

Results: The study comprised 240 patients. Mortality rates over 30, 90, and 365 days were 13%, 18%, and 30%, respectively. usHRV frequency-domain parameters had significant univariate correlations with mortality. Normalized low frequency (LF) and high frequency (HF) were correlated with 30-, 90-, and 365-day mortality in an opposite direction (odds ratio [OR] 0.094, P = 0.028 vs. OR 4.589, P =0.064; OR 0.052, P = 0.002 vs. OR 6.975, P =0.008; OR 0.055, P < 0.001 vs. OR 7.931, P < 0.001; respectively). Survival analysis was conducted for a follow-up median period of 5.86 years (interquartile range 0.65–9.77 years). Univariate Cox proportional hazard regression revealed time-domain indices with significant correlation with survival (SDNN and RMSSD; hazard ratio [HR] 1.005, 1.005; P = 0.032, P = 0.005; respectively) as well as frequency-domain parameters (normalized LF, HF, LF/HF ratio, and total power; HR 0.102, 5.002, 0.683, 0.997, respectively; P < 0.001).

Conclusions: usHRV may predict mortality in pneumonia patients and serve as a novel risk stratification tool.

Background: Multiple myeloma (MM) accounts for approximately 10% of hematological malignancies. The monoclonal immunoglobulin G kappa (IgG-κ) daratumumab can bind to CD38 on MM cells and be detected in serum immunofixation (IF), causing pitfalls in M-protein quantification.

Objectives: To determine the efficacy of mitigating the interference of IgG MM treated with daratumumab.

Methods: Levels of Ig, free light chains (FLC) kappa (κ) and lambda (λ), serum protein electrophoresis (SPE)/IF, and Hydrashift 2/4 assays were assessed following manufacturer's instructions in three patients.

Results: Patient 1 was a 70-year-old male diagnosed with IgG-λ MM. The IF distinguished two monoclonal bands (IgG-κ and IgG-λ). With the Hydrashift assay, the daratumumab–anti-daratumumab immune complex shifted the IgG-κ to the α zone, suggesting that the monoclonal IgG-κ band corresponded to daratumumab. Patient 2 was a 63-year-old male with IgG-κ MM who was receiving daratumumab once every other week. SPE/IF assay revealed a faint monoclonal IgG-κ band in the g zone. A stronger monoclonal band was observed after administration. The IgG-κ band disappeared on the Hydrashift assay, while the daratumumab–anti-daratumumab complex appeared as a broad smear in the α-region. Patient 3, a 63-year-old male diagnosed with IgG-λMM, was receiving daratumumab once every other month. The IF assay showed two distinct bands (IgG-κ and IgG-λ) post-daratumumab administration. The shift to the α zone of the IgG-κ bands on the Hydrashift assay confirmed that the additional band observed post-infusion was due to the daratumumab.

Conclusions: The Hydrashift assay can help distinguish daratumumab from endogenous M-spike.

Background: Identifying and treating patients with fragility fractures may be effective in prevention of subsequent fractures because a first fragility fracture often predicts a second fracture.

Objectives: To evaluate a multidisciplinary anti-osteoporotic clinic for patients with prior distal radius fragility fractures (DRFF). To assess whether addressing this early fracture may prevent a second fracture.

Methods: A retrospective case-control study was performed. Cases included patients treated surgically for DRFF who were assessed at a tertiary, multidisciplinary, fracture-prevention clinic. Controls were a series of similarly treated patients who did not attend the clinic. The primary outcome measure was a second fracture.

Results: Average follow-up was 42 months for the treated group and 85 months for the untreated group. The treated group received more treatment for osteoporosis than controls; however, despite one new fracture in the treated group and six new fractures in the control group, there was no significant difference in fracture occurrence.

Conclusions: This pilot study supports the effectiveness of our multidisciplinary anti-osteoporotic clinic in treating osteoporosis but not in reducing subsequent fractures. Further study with larger cohorts and longer follow-up is needed to improve our ability to implement effective prevention of fragility fractures.

Background: The coronavirus disease-2019 (COVID-19) outbreak had an effect on healthcare.

Objectives: To evaluate the presentation and management of patients with acute appendicitis.

Methods: A retrospective study was conducted of all patients presenting with acute appendicitis to the emergency department of a large tertiary center during March and April 2020. Clinical features, diagnostic workup, and management were compared.

Results: Seventy-four patients presented with acute appendicitis during the pandemic compared to 60 patients during the same time the year before. There were no significant differences in patient demographics: age (P = 0.65), gender (P = 0.73), smoking status (P = 0.48). During COVID-19 patients were more likely to complain of right lower quadrant pain (100% vs. 78.3%, P < 0.01). Rates of surgical treatment was similar (83.8% vs. 81.7%, P = 1); mean operative time was longer during COVID-19 (63 ± 23 vs. 52 ± 26 minutes, P = 0.03). There were no significant differences in intra-operative findings including the presence of appendiceal perforation (16.3% vs. 14.5%, P = 0.8), abscess (6.1% vs. 9.7%, P = 0.73), or involvement of cecum or terminal ileum (14.28% vs. 19.63%, P = 1). Postoperative treatment with antibiotics was more prevalent during COVID-19 (37.1% vs. 18%, P = 0.04). Length of stay (1.82 ± 2.04 vs. 2.74 ± 4.68, P = 0.2) and readmission rates (6% vs. 11.3%, P =0.51) were similar.

Conclusion: The COVID-19 pandemic did not significantly affect the presentation, clinical course, management, and outcomes of patients presenting with acute appendicitis.

Background: The novel coronavirus disease (COVID-19) pandemic changed medical environments worldwide.

Objectives: To evaluate the impact of the COVID-19 pandemic on trauma-related visits to the emergency department (ED).

Methods: A single tertiary center retrospective study was conducted that compared ED attendance of patients with injury-related morbidity between March 2020 (COVID-19 outbreak) and pre-COVID-19 periods: February 2020 and the same 2 months in 2018 and 2019.

Results: Overall, 6513 patients were included in the study. During the COVID-19 outbreak, the daily number of patients visiting the ED for acute trauma declined by 40% compared to the average in previous months (P < 0.01). A strong negative correlation was found between the number of trauma-related ED visits and the log number of confirmed cases of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) in Israel (Pearson's r = -0.63, P < 0.01). In the COVID-19 period there was a significant change in the proportion of elderly patients (7% increase, P = 0.002), admissions ratio (12% increase, P < 0.001), and patients brought by emergency medical services (10% increase, P < 0.001). The number of motor vehicle accident related injury declined by 45% (P < 0.01).

Conclusions: A significant reduction in the number of trauma patients presenting to the ED occurred during the COVID-19 pandemic, yet trauma-related admissions were on the rise

Background: Transbronchial cryobiopsy (TBC) has recently emerged for the assessment of diffuse parenchymal lung disease (DPLD) as a less invasive procedure than surgical lung biopsy. The diagnostic usefulness and safety of TBC is still controversial.

Objectives: To evaluate the safety and diagnostic yield of TBC in a peripheral community medical center.

Methods: We retrospectively reviewed the charts of all patients with DPLD who underwent TBC from January 2015 to January 2020.

Results: The study comprised 97 patients. Three samples were taken from each patient with an average diameter of 0.59 cm. The histologic diagnostic yield was 54% (52 of 97 procedures). The most frequent histopathologic diagnoses were usual interstitial pneumonia in 13 patients (13%). Bleeding was observed in 19 cases (19%) and only one patient (1%) had severe bleeding. Pneumothorax developed in seven patients (7%) and one patient (1%) suffered from Interstitial lung disease exacerbation.

Conclusions: TBC was found to be safe; however, the diagnostic yield was rather low compared to other studies, which emphasizes the need for interstitial lung disease centers with expert in this field.