Evaluation of ChatGPT in Predicting 6-Month Outcomes After Traumatic Brain Injury.

OBJECTIVES: To evaluate the capacity of ChatGPT, a widely accessible and uniquely popular artificial intelligence-based chatbot, in predicting the 6-month outcome following moderate-to-severe traumatic brain injury (TBI). DESIGN: Single-center observational retrospective study. SETTING: Data are from a neuro-ICU from a level 1 trauma center. PATIENTS: All TBI patients admitted to ICU between September 2021 and October 2022 were included in a prospective database. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Based on anonymized clinical, imaging, and biological information available at the patients' hospital admission and extracted from the database, clinical vignettes were retrospectively submitted to ChatGPT for prediction of patients' outcomes. The predictions of two intensivists (one neurointensivist and one non-neurointensivist) both from another level 1 trauma center (Beaujon Hospital), were also collected as was the International Mission on Prognosis and Analysis of Clinical Trials in Traumatic Brain Injury (IMPACT) scoring. Each intensivist, as well as ChatGPT, made their prognostic evaluations independently, without knowledge of the others' predictions and of the patients' actual management and outcome. Both the intensivists and ChatGPT were given access to the exact same set of information. The main outcome was a 6-month-functional status dichotomized into favorable (Glasgow Outcome Scale Extended [GOSE] ≥ 5) versus poor (GOSE < 5). Prediction of intracranial hypertension management, pulmonary infectious risk, and removal of life-sustaining therapies was also investigated as secondary outcomes. Eighty consecutive moderate-to-severe TBI patients were included. For the 6-month outcome prognosis, area under the receiver operating characteristic curve (AUC-ROC) for ChatGPT, the neurointensivist, the non-neurointensivist, and IMPACT were, respectively, 0.62 (0.50-0.74), 0.70 (0.59-0.82), 0.71 (0.59-0.82), and 0.81 (0.72-0.91). ChatGPT had the highest sensitivity (100%), but the lowest specificity (26%). For secondary outcomes, ChatGPT's prognoses were generally less accurate than clinicians' prognoses, with lower AUC values for most outcomes. CONCLUSIONS: This study does not support the use of ChatGPT for prediction of outcomes after TBI.

N-Acetylcysteine To Reduce Mortality For Patients Requiring Cardiac Catheterization or Cardiac Surgery: A Systematic Review And Meta-Analysis.

Multimers of von Willebrand factor (VWF) play a critical role in various processes inducing morbidity and mortality in cardiovascular risk patients. With the ability to reduce VWF multimers, N-acetylcysteine (NAC) could reduce mortality in patients undergoing coronary catheterization or cardiac surgery. However, its impact in perioperative period has never been studied so far in regard of its potential cardiovascular benefits. Then, four databases were searched for randomized controlled trials that compared in-hospital mortality between an experimental group, with NAC, and a control group without NAC, in patients undergoing coronary catheterization or cardiac surgery. The primary efficacy outcome was in-hospital mortality. Secondary outcomes were the occurrence of thrombotic events, major cardiovascular events, myocardial infarction, and contrast induced nephropathy. The safety outcome was occurrence of hemorrhagic events. Nineteen studies totaling 3718 patients were included. Pooled analysis demonstrated a reduction of in-hospital mortality associated with NAC: Odds Ratio (OR), 0.60; 95% CI, 0.39-0.92; P=0.02. The occurrence of secondary outcomes was not significantly reduced with NAC except for contrast-induced nephropathy. No difference was reported for hemorrhagic events. Subgroup analyses revealed a life-saving effect of NAC in a dose-dependent manner with reduction of in-hospital mortality for the NAC high-dose group, but not for the NAC standard-dose (<3500 mg) group. In conclusion, without being able to conclude on the nature of the mechanism involved, our review suggests a benefit of NAC in cardiovascular risk patients in perioperative period in terms of mortality and supports prospective confirmatory studies.

Pulmonary Artery Embolization in the Management of Hemoptysis Related to Lung Tumors.

(1) Background: Bronchial artery embolization has been shown to be effective in the management of neoplastic hemoptysis. However, knowledge of pulmonary artery embolization is lacking. The aim of this study was to evaluate the safety and efficacy of pulmonary artery embolization in patients presenting with hemoptysis related to lung tumors. (2) Methods: This retrospective study reviewed all consecutive patients with cancer and at least one episode of hemoptysis that required pulmonary artery embolization from December 2008 to December 2020. The endpoints of the study were technical success, clinical success, recurrence of hemoptysis and complications. (3) Results: A total of 92 patients were treated with pulmonary artery embolization (63.1 years ± 9.9; 70 men). Most patients had stage III or IV advanced disease. Pulmonary artery embolization was technically successful in 82 (89%) patients and clinically successful in 77 (84%) patients. Recurrence occurred in 49% of patients. Infectious complications occurred in 15 patients (16%). The 30-day mortality rate was 31%. At 3 years, the survival rate was 3.6%. Tumor size, tumor cavitation and necrosis and pulmonary artery pseudoaneurysm were significantly associated with recurrence and higher mortality. (4) Conclusions: Pulmonary artery embolization is an effective treatment to initially control hemoptysis in patients with lung carcinoma, but the recurrence rate remains high and overall survival remains poor.

How to deal with missing data? Multiple imputation by chained equations: recommendations and explanations for clinical practice / Comment gérer les données manquantes ? Imputation multiple par équations chaînées : recommandations et explications pour la pratique clinique

The presence of missing data, a constant problem in medical research, has several consequences: systematic loss of power, associated or not with a reduction in the representativeness of the sample analyzed. There are three types of missing data: 1) missing completely at random (MCAR); 2) missing at random (MAR); 3) missing not at random (MNAR). Multiple imputation by chained equations allows for the correct handling of missing data under the MCAR and MAR assumptions. It allows to simulate for each missing data j, a number m of simulated values which seem plausible with regard to the other variables. A random effect is included in this simulation to express the uncertainty. Several data sets are thus created and analyzed individually, in an identical way. Then the estimators of each data set are combined to obtain a global estimator. Multiple imputation increases power, corrects for some biases and has the advantage of being applicable to many types of variables. Complete case analysis should no longer be the norm. The objective of this guide is to help the reader in conducting an analysis with multiple imputed data. We cover the following points: the different types of missing data, the different historical approaches to handling them, and then we detail the multiple imputation method using chained equations. We provide a code example for the mice package of R®.

La présence de données manquantes, problème constant en recherche médicale, a plusieurs conséquences : une perte de puissance systématique, associée ou non à une diminution de la représentativité de l'échantillon analysé. Il existe trois types de données manquantes : 1) manquantes complètement au hasard (MCAR - missing completely at random) ; 2) manquantes au hasard (MAR - missing at random) ; 3) manquantes non au hasard (MNAR - missing not at random). L'imputation multiple par équations chaînées permet de prendre en charge correctement les données manquantes sous les hypothèses MCAR et MAR. Elle permet de simuler pour chaque donnée manquante j, un nombre m de valeurs simulées qui semblent plausibles au regard des autres variables. Un effet aléatoire est inclus dans cette simulation pour exprimer l'incertitude. Plusieurs jeux de données sont ainsi créés et analysés individuellement de façon identique. Ensuite, les estimateurs de chaque jeu de données sont regroupés pour obtenir un estimateur global. L'imputation multiple permet d'augmenter la puissance, de corriger certains biais et a l'avantage d'être applicable à de très nombreux types de variables. L'analyse en cas complets ne devrait plus être la norme. L'objectif de ce guide est d'aider le lecteur dans la réalisation d'une analyse avec des données imputées de manière multiple. Nous traitons ici les différents types de données manquantes, les approches historiques pour les gérer, puis nous détaillons la méthode d'imputation multiple par équations chaînées. Nous fournissons un exemple de code pour le package mice de R®.

New Histoprognostic Factors to Consider for the Staging of Colon Cancers: Tumor Deposits, Invasive Tumor Infiltration and High-Grade Budding.

Colorectal cancer is a major public health issue due to its high incidence and mortality. It is, therefore, essential to identify histological markers for prognostic purposes and to optimize the therapeutic management of patients. The main objective of our study was to analyze the impact of new histoprognostic factors, such as tumor deposits, budding, poorly differentiated clusters, mode of infiltration, the intensity of inflammatory infiltrate and the type of tumor stroma, on the survival of patients with colon cancer. Two hundred and twenty-nine resected colon cancers were fully histologically reviewed, and survival and recurrence data were collected. Survival was analyzed using Kaplan-Meier curves. A univariate and multivariate Cox model was constructed to identify prognostic factors for overall survival and recurrence-free survival. The median overall survival of the patients was 60.2 months and the median recurrence-free survival was 46.9 months. Overall survival and recurrence-free survival were significantly worse in the presence of isolated tumor deposits (log rank = 0.003 and 0.001, respectively) and for an infiltrative type of tumor invasion (log rank = 0.008 and 0.02, respectively). High-grade budding was associated with a poor prognosis, with no significant difference. We did not find a significant prognostic impact of the presence of poorly differentiated clusters, the intensity of the inflammatory infiltrate or the stromal type. In conclusion, the analysis of these recent histoprognostic factors, such as tumor deposits, mode of infiltration, and budding, could be integrated into the results of pathological reports of colon cancers. Thus, the therapeutic management of patients could be adjusted by providing more aggressive treatments in the presence of some of these factors.

Whole-Country and Regional Incidences of Giant Cell Arteritis in French Continental and Overseas Territories: A 7-Year Nationwide Database Analysis.

OBJECTIVE: The incidence rate of giant cell arteritis (GCA) is poorly studied in France. Therefore, we conducted a national hospital database study to assess the overall and regional incidence rates of GCA in France, including overseas territories. METHODS: Through the national hospitalization database of all patients hospitalized in France, new incidental GCA was identified using International Classification of Diseases, 10th Revision medical codes (M31.5 = GCA; M31.6 = GCA and polymyalgia rheumatica [PMR]) during 2013-2019. The regional incidences were analyzed by graphical methods and Poisson regression. RESULTS: A total of 16,540 new GCA with or without PMR diagnoses were identified in all French hospitals over 7 years. The female/male ratio was 1.8. The crude annual incidence rate of GCA with or without PMR was 9.64 (9.50-9.79) per 100,000 persons aged 50 years or older in continental France and 2.91 (2.35-3.47) in overseas areas. The GCA with or without PMR incidence rate regularly increased with age in both sexes but with a later peak in men (85 vs 80 years in women). The crude incidence rate was 11.43 (11.21-11.65) in women and 7.50 (7.31-7.70) in men. An east-western gradient was noted with an increasing standardized incident rate (SIR) from east to west (P < 10-3 ) using a departmental stratification of incident rates. Of note, all SIRs in continental regions were higher than those in overseas areas. CONCLUSION: This French nationwide study provides new and dynamic insights regarding GCA with or without PMR incident rates at the country and regional levels. Important rate differences were observed between continental France and the overseas areas.

Diabetic kidney disease versus non-diabetic kidney disease in type 2 diabetic patients on dialysis: An observational cohort.

BACKGROUND: All chronic kidney diseases in diabetic patients are not diabetic kidney diseases. The objective was to compare the clinical characteristics, survival and access to transplantation in diabetic patients starting dialysis and classified either as diabetic kidney disease (DKD) or non-diabetic kidney disease in diabetic patients (NDKD). METHODS: We used the nationwide French REIN registry to analyse baseline clinical characteristics at dialysis inception and outcomes defined as kidney transplantation, deaths and their causes. The probability of death or transplantation was analysed using a multivariate Cox model and the Fine and Gray competing for risk model (sdHT). RESULTS: We included 65,136 patients from January 2009 to December 2015 with a median follow-up of 31 months. The cumulative incidence of kidney transplantation over eight years was 46.9% (44.8-48.9) in non-diabetic patients (ND), higher than the 19.3% (17.5-21.2) in the DKD group and 22.2% (18.4-26.7) in the NDKD group. The risk of death was significantly higher in the NDKD group than in the DKD group, even after accounting for the competing risk of transplantation (NDKD/sdHR 1.22; 95%CI 1.18-1.27; p < 0.005 vs. DKD/sdHR 1.12; 95%CI 1.08-1.16; p < 0.005 with adjustment for age, sex, major adverse cardiovascular events, cancer and chronic respiratory failure, compared to ND). CONCLUSIONS: In diabetic patients starting dialysis, patients in the DKD group had reduced access to kidney transplantation. NDKD patients had a higher risk of mortality than DKD. The distinction between DKD and NDKD should be accounted for in the plan of care of diabetic patients starting dialysis.

Randomized Controlled Study of a Training Program for Knee and Shoulder Arthrocentesis on Procedural Simulators with Assessment on Cadavers.

OBJECTIVE: The study objective was to assess the efficacy of simulators in improving the competence of students in performing a knee and shoulder arthrocentesis on cadavers and to determine the minimum number of simulator training procedures needed to achieve competence in arthrocentesis. METHODS: Two groups of 15 medical students were each trained to perform a single joint arthrocentesis ("knee group" and "shoulder group") on a simulator to serve as a control for the other. The two groups received the same theoretical training (anatomy, arthrocentesis techniques, ultrasound, and hybrid simulation). Each student punctured the two joints on a cadaver. A student was considered "competent on the cadaver" if they succeeded at two or more arthrocentesis procedures out of the three tests on the joint on which they were trained. The minimum threshold value to be competent was calculated by a receiver operating characteristic curve and the Youden index. An assessment of theoretical knowledge and confidence level in joint arthrocentesis was carried out at the start and end of the study. RESULTS: Twenty-two out of 29 students (75.8%) achieved competence in arthrocentesis at the joint for which they were trained. Of the students in the knee group, 79% were competent on the cadaver's knee versus 60% of the students in the shoulder group (P = 0.43). Of students in the shoulder group, 74% were competent on the cadaver's shoulder versus 57% of students in the knee group (P = 0.45). Four training punctures on a simulator are necessary to achieve competence on a cadaver. The students' confidence level in arthrocentesis increased significantly during the study, as did the students' theoretical knowledge. CONCLUSION: Knee and shoulder arthrocentesis success rates were not statistically different between the two training groups. A minimum number of 4.0 training arthrocentesis on a simulator is needed to achieve competency on a cadaver.

Economic, Mental Health, HIV Prevention and HIV Treatment Impacts of COVID-19 and the COVID-19 Response on a Global Sample of Cisgender Gay Men and Other Men Who Have Sex with Men.

There is an urgent need to measure the impacts of COVID-19 among gay men and other men who have sex with men (MSM). We conducted a cross-sectional survey with a global sample of gay men and other MSM (n = 2732) from April 16, 2020 to May 4, 2020, through a social networking app. We characterized the economic, mental health, HIV prevention and HIV treatment impacts of COVID-19 and the COVID-19 response, and examined whether sub-groups of our study population are disproportionately impacted by COVID-19. Many gay men and other MSM not only reported economic and mental health consequences, but also interruptions to HIV prevention and testing, and HIV care and treatment services. These consequences were significantly greater among people living with HIV, racial/ethnic minorities, immigrants, sex workers, and socio-economically disadvantaged groups. These findings highlight the urgent need to mitigate the negative impacts of COVID-19 among gay men and other MSM.

RESUMEN: Existe una necesidad urgente para medir los impactos de COVID-19 entre hombres gay y otros hombres que tienen sexo con hombres (HSH). Hemos conducido una encuesta multifuncional con una prueba mundial de hombres gay y otros HSH (n = 2732) desde el 16 de Abril hasta el 4 de Mayo del 2020, a través de una aplicación de red social. Nosotros caracterizamos los impactos económicos, de salud mental, prevención del VIH y tratamiento del VIH e impactos a COVID-19 y la respuesta de COVID-19, y examinamos si subgrupos de nuestra población de estudio fueron impactados desproporcionadamente por COVID-19. Muchos hombres no tan solo reportaron consecuencias económicas y de salud mental, sino también interrupciones de prevención y de pruebas de VIH, y cuidado del VIH y servicios de tratamiento. Encontramos consecuencias más significantes entre personas viviendo con VIH, grupos raciales/etnicos, migrantes, sexo servidores, y groupos socioeconomicamente disfavorecidos. Los resultados subrayan la necesidad crucial de mitigar los impactos multifacéticos de COVID-19 entre los hombres homosexuales y otros HSH, especialmente para aquellos con vulnerabilidades entrelazadas.

Evaluation of the 3-minute chair rise test as part of preoperative evaluation for patients with non-small cell lung cancer.

BACKGROUND: Peak oxygen uptake ( V˙O2peak ) measured by a cardiopulmonary exercise test (CPX) is the gold-standard for predicting surgical risk in patients with non-small cell lung cancer (NSCLC). The 3-minute chair rise test (3CRT) is a simple test requiring minimal resources. This study aimed to determine the ability of 3CRT to predict V˙O2peak in patients with NSCLC. METHODS: Retrospective data from CPX and 3CRT carried out in 36 patients with NSCLC between March 2018 and February 2019 were included. A multivariate analysis was undertaken to derive a predictive V˙O2peak equation based on performance on the 3CRT. In addition, sensitivity-specificity analysis was carried out to estimate a threshold 3CRT value for the prediction of V˙O2peak ≥ 15 mL/kg/minute. RESULTS: The following equation was obtained: V˙O2peak predicted = (0.04765 × FEV1) - (0.207 59 × BMI) - (0.115 89 × age) + (0.386 09 × vertical distance) + 16.628 69; r2 = 0.75, P < 0.01. The bias between the V˙O2peak values predicted and measured during CPX was 0.0 ± 1.7 mL/kg/minute (95% limits of agreement [-3.5 to 3.5]). A performance ≥49 chair rises predicted V˙O2peak ≥ 15 mL/kg/minute with a sensitivity of 0.75 and a specificity of 0.81. CONCLUSIONS: The level of error in the prediction of V˙O2peak from 3CRT performance was too great to recommend that 3CRT should replace CPX as the sole measurement of V˙O2peak . Nevertheless, the 3CRT could help to identify those patients that require CPX prior to lung resection surgery for NSCLC, larger prospective study is needed to confirm this hypothesis. KEY POINTS: SIGNIFICANT FINDINGS OF THE STUDY: Cardiopulmonary exercise tests can stratify the surgical risk. Prediction of the peak oxygen uptake ( V˙O2peak ) value from the 3CRT yields an unacceptable level of error. However, a performance of 49 chair rises or more during the 3CRT could indicate a V˙O2peak ≥ 15 mL / kg / minute. WHAT THIS STUDY ADDS: The 3CRT is a useful screening tool to determine the necessity for a comprehensive cardiopulmonary exercise test, whose access is limited in clinical practice. It could also allow early screening of patients requiring specific prehabilitation programs.

Does binge drinking between the age of 18 and 25 years predict alcohol dependence in adulthood? A retrospective case-control study in France.

OBJECTIVE: A retrospective case-control study was conducted to evaluate whether frequent binge drinking between the age of 18 and 25 years was a risk factor for alcohol dependence in adulthood. SETTING: The Department of Addictive Medicine and the Clinical Investigation Center of a university hospital in France. PARTICIPANTS: Cases were alcohol-dependent patients between 25 and 45 years and diagnosed by a psychiatrist. Consecutive patients referred to the Department of Addictive Medicine of a university hospital between 1 January 2017 and 31 December 2017 for alcohol dependence were included in the study. Controls were non-alcohol-dependent adults, defined according to an Alcohol Use Disorders Identification Test score of less than 8, and were matched on age and sex with cases. Data on sociodemographics, behaviour and alcohol consumption were retrospectively collected for three life periods: before the age of 18 years; between the age of 18 and 25 years; and between the age of 25 and 45 years. Frequency of binge drinking between 18 and 25 years was categorised as frequent if more than twice a month, occasional if once a month and never if no binge drinking. RESULTS: 166 adults between 25 and 45 years were included: 83 were alcohol-dependent and 83 were non-alcohol-dependent. The mean age was 34.6 years (SD: 5.1). Frequent binge drinking between 18 and 25 years occurred in 75.9% of cases and 41.0% of controls (p<0.0001). After multivariate analysis, frequent binge drinking between 18 and 25 years was a risk factor for alcohol dependence between 25 and 45 years: adjusted OR=2.83, 95% CI 1.10 to 7.25. CONCLUSIONS: Frequent binge drinking between 18 and 25 years appears to be a risk factor for alcohol dependence in adulthood. Prevention measures for binge drinking during preadulthood, especially frequent binge drinking, should be implemented to prevent acute consequences as injury and death and long-term consequences as alcohol dependence. TRIAL REGISTRATION NUMBER: NCT03204214; Results.