Capabilities of GPT-4o and Gemini 1.5 Pro in Gram stain and bacterial shape identification.

Aim: Assessing the visual accuracy of two large language models (LLMs) in microbial classification. Materials & methods: GPT-4o and Gemini 1.5 Pro were evaluated in distinguishing Gram-positive from Gram-negative bacteria and classifying them as cocci or bacilli using 80 Gram stain images from a labeled database. Results: GPT-4o achieved 100% accuracy in identifying simultaneously Gram stain and shape for Clostridium perfringens, Pseudomonas aeruginosa and Staphylococcus aureus. Gemini 1.5 Pro showed more variability for similar bacteria (45, 100 and 95%, respectively). Both LLMs failed to identify both Gram stain and bacterial shape for Neisseria gonorrhoeae. Cumulative accuracy plots indicated that GPT-4o consistently performed equally or better in every identification, except for Neisseria gonorrhoeae's shape. Conclusion: These results suggest that these LLMs in their unprimed state are not ready to be implemented in clinical practice and highlight the need for more research with larger datasets to improve LLMs' effectiveness in clinical microbiology.

This study looked at how well large language models (LLMs) could identify different types of bacteria using images, without having any specific training in this area beforehand.We tested two LLMs with image analysis capabilities, GPT-4o and Gemini 1.5 Pro. These models were asked to determine whether bacteria were Gram-positive or Gram-negative and whether they were round (cocci) or rod-shaped (bacilli). We used 80 images of four stained bacteria from a labeled database as a reference for this test.GPT-4o was more accurate in identifying both the Gram stain and shape of the bacteria compared with Gemini 1.5 Pro. GPT-4o had excellent accuracy in correctly classifying the Gram stain and bacterial shape of Clostridium perfringens, Pseudomonas aeruginosa and Staphylococcus aureus. Gemini 1.5 Pro had mixed results for these bacteria. However, both models struggled with Neisseria gonorrhoeae, failing to correctly identify its Gram stain and shape.The study shows that while these LLMs have potential, they are not ready to be implemented in clinical practice. More research and larger datasets are needed to improve their accuracy in clinical microbiology.

Association of GDF-15, hs-cTnT and NT-proBNP with coronary artery disease in patients undergoing elective angiography.

Aim: This study investigated the association between plasma levels of GDF-15, hs-cTnT and NT-proBNP and the presence of coronary artery disease (CAD) in stable patients referred for elective coronary angiography. Methods: The outcome of CAD was defined as an ordinal variable with 3 levels. The association between each biomarker and the outcome was tested using the Winell and Lindbäck method. Results: In unadjusted analysis of 252 patients, GDF-15 and hs-cTnT were associated with the presence and extent of CAD. In multivariate regression analysis including traditional risk factors, this association was no longer significant. Conclusion: NT-proBNP, GDF-15 and hs-cTnT plasma levels do not seem to improve the predictive ability of traditional risk factors for CAD in stable patients referred for coronary angiography.

This study aimed to look at a possible association between blood levels of three molecules (GDF-15, hs-cTnT and N-terminal pro B-type natriuretic peptide [NT-proBNP]) and the presence of coronary artery disease (CAD) in stable patients referred for coronary angiography. Three CAD degrees of severity were identified: no CAD, 1- or 2-vessel CAD and 3-vessel or left main CAD. The association between each of the three blood molecules and CAD was studied using a specific statistical method. In the 252 consecutive patients enrolled, the two molecules GDF-15 and hs-cTnT were significantly associated with the presence and extent of CAD, while NT-proBNP was not. However, when the statistical analysis was adjusted for the traditional risk factors of CAD (age, gender, smoking, diabetes, etc.), the association of GDF-15 and hs-cTnT with CAD was no longer significant. NT-proBNP, GDF-15 and hs-cTnT blood levels do not seem to be independent predictive tools for CAD in stable patients referred for coronary angiography.

Anemia of chronic kidney disease: Will new agents deliver on their promise?

Anemia is a well-known complication of chronic kidney disease, and its treatment remains a challenge. Although erythropoiesis-stimulating agents (ESAs) raise hemoglobin levels, their benefits appear to be limited to decreasing the number of blood transfusions needed and perhaps improving quality of life. The newly developed prolyl hydroxylase inhibitors (PHIs)-agents that increase endogenous erythropoietin production-promise to improve outcomes for patients with anemia of chronic kidney disease. Randomized controlled trials have found these drugs to be at least as effective as ESAs, and the drugs are used in other countries. However, PHIs have yet to be approved in the United States.

Beirut Blast 2020: Cries and Bloodshed at the Busiest Hospital.

On August 4, 2020, Beirut experienced a large explosion when 2750 tons of ammonium nitrate detonated in the Beirut port resulting in more than 220 deaths, 76 000 injuries, 300 000 people displaced, and 15 billion dollars loss in property damage. Hôtel-Dieu de France (HDF), one of the largest university hospitals in the capital, has an emergency department that typically accommodates 25 patients. On that night, it received the largest number of injuries and had to accommodate more than 700 casualties within a few hours of the blast. This article describes HDF's preparedness, emergency response, as well as the distribution of admissions to the emergency department, operation rooms, and the general ward. Surge capacity and the triage system are also detailed.

Are there monogenic hereditary forms of bladder cancer or only genetic susceptibilities?

Bladder cancer (BC) is the most common cancer involving the urinary system and the ninth most common cancer worldwide. Tobacco smoking is the most important environmental risk factor of BC. Several single nucleotide polymorphisms have been validated by genome-wide association studies as genetic risk factors for BC. However, the identification of DNA mismatch-repair genes, including MSH2 in Lynch syndrome and MUTYH in MUTYH-associated polyposis, raises the possibility of monogenic hereditary forms of BC. Moreover, other genetic mutations may play a key role in familial and hereditary transmissions of BC. Therefore, the aim of this review is to focus on the major hereditary syndromes involved in the development of BC and to report BC genetic susceptibilities established with genome-wide significance level.

Knowledge and behavior of Lebanese parents regarding melanoma prevention in public and private school children.

Aim: Assess the knowledge and behavior of Lebanese parents when it comes to melanoma and its prevention in children. Methods: A survey, to be completed by parents, was sent through children from three schools. Results: During sun exposure only 23.5% of 1012 respondents were always covering enough areas of their children's skin and 74.1% did not always apply sunscreen to their children. Parents of private school children were three times more likely to apply sunscreen to their children when exposed to sun, four times more likely to reapply sunscreen every 2-3 h and 21 times more likely to use a higher sun protection factor. Conclusion: Sun protection in children is insufficient and sunburns are frequent, illustrating the need for melanoma awareness campaigns.

Nexplanon migration into a subsegmental branch of the pulmonary artery: A case report and review of the literature.

INTRODUCTION: Nexplanon is a 4 cm rod-shaped barium sulphate coated contraceptive implant with a usual subdermal insertion in the inner non-dominant upper arm. Complications proper to subdermal contraceptive implants are unusual and principally localized and minor, comprising infection at the site of implantation, hematoma, abnormal scar development, or local nerve and blood vessel injuries. Infrequently, contraceptive implant migration can happen, though habitually not far from the site of insertion. Pulmonary embolization of the device is remarkably rare and can present with symptoms such as chest pain or dyspnea. PATIENT CONCERNS AND DIAGNOSIS: We report one of the rare cases of asymptomatic Nexplanon pulmonary embolism in a 26-year-old female. INTERVENTIONS AND OUTCOMES: An endovascular intervention successfully retrieved the device from the lateral segment right middle lobe pulmonary artery without any complications. CONCLUSION: Several cases of contraceptive implant migration into the pulmonary artery have been reported to this day. Preventing this life-threatening complication is challenging, and yet, no clear guidelines have been established.

Targeted therapies in urothelial bladder cancer: a disappointing past preceding a bright future?

Bladder cancer (BC) is the most frequent cancer affecting the urinary tract. With the growing era of targeted therapies around the 2000s, many trials evaluated the efficacy of targeted therapy in advanced BC. However, no approval was given yet to any form of targeted therapy when it comes to BC. The aim of this paper was to report the most pivotal trials that evaluated different families of targeted therapy in the treatment of BC, according to their biomarkers (FGFR3, EGFR, HER2, VEGF and PI3K/AKT/mTOR). The ongoing trials testing targeted therapies in advanced BC were then summarized. Finally, the different immunotherapies approved for this disease and their potential combination with targeted therapy were addressed.

Bladder cancer knowledge in the Lebanese population: When ignorance could be harmful.

According to the latest data of the World Cancer Research Fund International (2012), Lebanon has the second highest age-standardized incidence rate of bladder cancer worldwide, both for "men" and "both-sexes" categories. This study was designed to assess bladder cancer knowledge among the Lebanese population. Between November 2017 and January 2018, a cross-sectional study was directed, including patients and visitors of one of the largest university hospitals in the capital Beirut. A face-to-face questionnaire evaluated knowledge regarding, among others, the most important risk factor for bladder cancer and the most frequent revealing symptom. This survey also obtained information regarding smoking habits. A total of 701 participants completed the survey. A total of 49.1% were younger than 50 years, 56.3% were male, 56.6% had a college degree and 54.4% were ever smokers. Two-hundred and thirty-two (33.1%) of the 701 surveyed individuals have never heard about bladder cancer. 157 (33.5%) of the 469 individuals who have heard about bladder cancer were unaware that bladder cancer is different from prostate cancer. Overall, 312 (44.5%) individuals have heard about bladder cancer and knew that it is different from prostate cancer. Of these 312 subjects, 94 (30.1%) knew that tobacco smoking was the most important risk factor for bladder cancer, 166 (53.2%) associated blood in the urine with the most frequent revealing symptom of this disease and 66 (21.2%) considered that bladder cancer is frequent in Lebanon compared to other cancers. This study suggests the lack of knowledge of the Lebanese population towards bladder cancer, including its association with tobacco.