Guía de tratamiento de la alteración aguda del estado mental. Academia Iberoamericana de Neurología Pediátrica / Guide for the treatment of acute altered mental status. Iberoamerican Academy of Pediatric Neurology

La alteración aguda del estado mental en pediatría se refiere a un cambio repentino y significativo en la función cerebral y el nivel de conciencia de un niño. Puede manifestarse como confusión, desorientación, agitación, letargo o incluso pérdida de la conciencia. Esta condición es una emergencia médica, y requiere una evaluación y una atención inmediatas. Existen diversas causas de alteración aguda del estado mental en niños, algunas de las cuales incluyen infecciones del sistema nervioso central, como la meningitis o la encefalitis, los traumatismos craneoencefálicos, los trastornos metabólicos, las convulsiones o las intoxicaciones, entre otras. Este estudio tuvo como objetivo analizar, preparar y calificar la bibliografía actual para determinar las mejores recomendaciones sobre el tratamiento ante casos de alteración aguda del estado mental en pediatría de diferentes causas. El estudio se basó en la calificación de expertos en el campo para poder determinar la calificación de las recomendaciones, además de ser sometido a la revisión por parte del comité científico de la Academia Iberoamericana de Neurología Pediátrica. Nuestra guía representa una ayuda para el tratamiento de este síntoma inespecífico desde un enfoque básico y avanzado, aplicable por cualquier neurólogo pediatra.(AU)

In pediatric patients, an acute altered mental status refers to a sudden and significant change in a child’s brain function and level of consciousness. It may manifest as confusion, disorientation, agitation, lethargy or even a loss of consciousness. This condition is a medical emergency, and requires immediate evaluation and attention. There are several causes of acute altered mental status in children, including infections of the central nervous system such as meningitis or encephalitis, traumatic brain injury, metabolic disorders, seizures and poisoning, among others. The aim of this study was to analyse, prepare and classify the current literature in order to determine the best recommendations for the treatment of cases of acute altered mental status with various causes in pediatric patients. The study was based on opinions from experts in the field in order to classify the recommendations, and was submitted to the scientific committee of the Iberoamerican Academy of Pediatric Neurology for review. Our guide is an aid for the treatment of this non-specific symptom based on a basic and advanced approach, which can be applied by any pediatric neurologist.(AU)

[Guide for the treatment of acute altered mental status. Iberoamerican Academy of Pediatric Neurology]. / Guía de tratamiento de la alteración aguda del estado mental. Academia Iberoamericana de Neurología Pediátrica.

In pediatric patients, an acute altered mental status refers to a sudden and significant change in a child's brain function and level of consciousness. It may manifest as confusion, disorientation, agitation, lethargy or even a loss of consciousness. This condition is a medical emergency, and requires immediate evaluation and attention. There are several causes of acute altered mental status in children, including infections of the central nervous system such as meningitis or encephalitis, traumatic brain injury, metabolic disorders, seizures and poisoning, among others. The aim of this study was to analyse, prepare and classify the current literature in order to determine the best recommendations for the treatment of cases of acute altered mental status with various causes in pediatric patients. The study was based on opinions from experts in the field in order to classify the recommendations, and was submitted to the scientific committee of the Iberoamerican Academy of Pediatric Neurology for review. Our guide is an aid for the treatment of this non-specific symptom based on a basic and advanced approach, which can be applied by any pediatric neurologist.

TITLE: Guía de tratamiento de la alteración aguda del estado mental. Academia Iberoamericana de Neurología Pediátrica.La alteración aguda del estado mental en pediatría se refiere a un cambio repentino y significativo en la función cerebral y el nivel de conciencia de un niño. Puede manifestarse como confusión, desorientación, agitación, letargo o incluso pérdida de la conciencia. Esta condición es una emergencia médica, y requiere una evaluación y una atención inmediatas. Existen diversas causas de alteración aguda del estado mental en niños, algunas de las cuales incluyen infecciones del sistema nervioso central, como la meningitis o la encefalitis, los traumatismos craneoencefálicos, los trastornos metabólicos, las convulsiones o las intoxicaciones, entre otras. Este estudio tuvo como objetivo analizar, preparar y calificar la bibliografía actual para determinar las mejores recomendaciones sobre el tratamiento ante casos de alteración aguda del estado mental en pediatría de diferentes causas. El estudio se basó en la calificación de expertos en el campo para poder determinar la calificación de las recomendaciones, además de ser sometido a la revisión por parte del comité científico de la Academia Iberoamericana de Neurología Pediátrica. Nuestra guía representa una ayuda para el tratamiento de este síntoma inespecífico desde un enfoque básico y avanzado, aplicable por cualquier neurólogo pediatra.

Potential of GPT-4 for Detecting Errors in Radiology Reports: Implications for Reporting Accuracy.

Background Errors in radiology reports may occur because of resident-to-attending discrepancies, speech recognition inaccuracies, and large workload. Large language models, such as GPT-4 (ChatGPT; OpenAI), may assist in generating reports. Purpose To assess effectiveness of GPT-4 in identifying common errors in radiology reports, focusing on performance, time, and cost-efficiency. Materials and Methods In this retrospective study, 200 radiology reports (radiography and cross-sectional imaging [CT and MRI]) were compiled between June 2023 and December 2023 at one institution. There were 150 errors from five common error categories (omission, insertion, spelling, side confusion, and other) intentionally inserted into 100 of the reports and used as the reference standard. Six radiologists (two senior radiologists, two attending physicians, and two residents) and GPT-4 were tasked with detecting these errors. Overall error detection performance, error detection in the five error categories, and reading time were assessed using Wald χ2 tests and paired-sample t tests. Results GPT-4 (detection rate, 82.7%;124 of 150; 95% CI: 75.8, 87.9) matched the average detection performance of radiologists independent of their experience (senior radiologists, 89.3% [134 of 150; 95% CI: 83.4, 93.3]; attending physicians, 80.0% [120 of 150; 95% CI: 72.9, 85.6]; residents, 80.0% [120 of 150; 95% CI: 72.9, 85.6]; P value range, .522-.99). One senior radiologist outperformed GPT-4 (detection rate, 94.7%; 142 of 150; 95% CI: 89.8, 97.3; P = .006). GPT-4 required less processing time per radiology report than the fastest human reader in the study (mean reading time, 3.5 seconds ± 0.5 [SD] vs 25.1 seconds ± 20.1, respectively; P < .001; Cohen d = -1.08). The use of GPT-4 resulted in lower mean correction cost per report than the most cost-efficient radiologist ($0.03 ± 0.01 vs $0.42 ± 0.41; P < .001; Cohen d = -1.12). Conclusion The radiology report error detection rate of GPT-4 was comparable with that of radiologists, potentially reducing work hours and cost. © RSNA, 2024 See also the editorial by Forman in this issue.

Functional brain networks in Developmental Topographical Disorientation.

Despite a decade-long study on Developmental Topographical Disorientation, the underlying mechanism behind this neurological condition remains unknown. This lifelong selective inability in orientation, which causes these individuals to get lost even in familiar surroundings, is present in the absence of any other neurological disorder or acquired brain damage. Herein, we report an analysis of the functional brain network of individuals with Developmental Topographical Disorientation ($n = 19$) compared against that of healthy controls ($n = 21$), all of whom underwent resting-state functional magnetic resonance imaging, to identify if and how their underlying functional brain network is altered. While the established resting-state networks (RSNs) are confirmed in both groups, there is, on average, a greater connectivity and connectivity strength, in addition to increased global and local efficiency in the overall functional network of the Developmental Topographical Disorientation group. In particular, there is an enhanced connectivity between some RSNs facilitated through indirect functional paths. We identify a handful of nodes that encode part of these differences. Overall, our findings provide strong evidence that the brain networks of individuals suffering from Developmental Topographical Disorientation are modified by compensatory mechanisms, which might open the door for new diagnostic tools.

Ajuste de dosis según función renal en una paciente polimedicada incluida en el servicio de reacondicionamiento de medicamentos utilizando sistemas personalizados de dosificación (SPD) / Dose adjustment according to renal function in a polymedicated patient included in the medication reconditioning service using personalized dosing systems (SPD)

Paciente de 78 años, polimedicada e incluida en el servicio de Sistema Personalizado de Dosificación de Medicamentos (SPD). Al acudir a retirar su medicación nos informa que desde hace unos meses sufre cansancio, debilidad, mareos y confusión. Se realiza una revisión de la medicación, centrada en la dosificación de los medicamentos de metabolismo o eliminación renal, en función del valor de Filtrado Glomerular estimado de la paciente (FGe). Se realiza derivación al Médico de Atención Primaria (MAP) mediante un informe, en el que se recomienda la reducción de dosis de losartán y manidipino según el valor de FGe de la paciente. El MAP redujo la dosis de los antihipertensivos. Se efectuó seguimiento del caso, que permitió observar que la paciente dejó de presentar los síntomas descritos inicialmente.(AU)

The effect of participation in support groups on retirement syndrome in older adults.

BACKGROUND: Retirement and aging are phenomena that often occur simultaneously and lead to various physical and psychological changes in older adults. Retirement syndrome consists of symptoms such as feelings of emptiness, loneliness, uselessness, lack of clear understanding of future conditions and dissatisfaction with one's performance after retirement. This phenomenon requires interventions to adapt to these changes. Considering the supportive role of nurses, the formation of support groups as an effective intervention in adapting to transitional stages is emphasized. AIMS: This study aims to investigate the effect of older adults' participation in support groups on retirement syndrome. METHODS: This Quasi-experimental study recruited a total of 80 retired older adults meeting the inclusion criteria from three Retirement Associations (Retirement centers for social security retirees are among the institutions that have been set up by the government and this organization to provide face-to-face and offline services to social security retirees, as well as providing some facilities to this segment of the society). in Iran, Research samples were randomly assigned to two intervention and control groups. The demographic questionnaire and retirement syndrome questionnaire were completed by both groups at the beginning of the study. Then, four support group sessions lasting 60 to 90 min were held twice a week for the support group, and eight weeks after the end of the intervention, the questionnaires were completed for both groups. The data were analyzed using statistical tests in SPSS version 16. The significance level was set at p < 0.05 for all tests. RESULTS: The results of the covariance analysis showed that after the intervention, the feelings of helplessness and failure (p < 0.001), feelings of older and idleness (p = 0.027), and feelings of confusion and conflict (p = 0.002) were significantly less in the support group compared to the control group. In addition, the Feeling of trying and new direction (p < 0.001) was higher after the intervention. The paired t-test results showed that in the support group, the feelings of helplessness and failure (p < 0.001), feelings of older and idleness (p = 0.004), and feelings of confusion and conflict (p < 0.001) significantly decreased after the intervention compared to before it, while the feelings of trying and new direction (p = 0.004) significantly increased. Therefore, the results showed that after the intervention, there was a statistically significant difference between the two groups in all components of the retirement syndrome. CONCLUSION: The results of this study show that participation of retired older adults in support groups can significantly improve all components of retirement syndrome, leading to an improvement in their quality of life and satisfaction.

Welfare of invertebrates: a pilot study on a new land snail stunning technique.

The almost complete absence of regulations to protect invertebrates is a common condition in legal systems, including the European one, especially when it comes to invertebrates intended for human consumption. Thus, in the vast majority of cases, edible invertebrates do not receive even the most basic protection at slaughter. Despite recent research indicating that invertebrates are capable of feeling pain and stress, the humane step of stunning is not used on them. This is also the case for land snails, which are gastropod invertebrates whose consumption has now reached significant levels, already involving tonnes and that is expected to increase significantly as edible snail farming becomes more popular as a relatively low-cost, easy-to-perform, and sustainable alternative animal husbandry, thereby making land snails an increasingly economically important species. This paper presents and investigates a proposed stunning method based on the immersion of mollusks in CO2-supplemented and refrigerated water that could be used in the snail meat production chain to reduce the slaughter suffering of millions of these invertebrates. To this end, body condition descriptors (hemolymph parameters) in snails were determined before and after CO2 treatment in cold water, while generating useful data for defining a preliminary set of reference intervals for basal values.

Prioritization of control measures in leakage scenario using Hendershot theory and FBWM-TOPSIS.

Currently, there is increasing concern about the safety and leakage of process industries. Therefore, the present study aims to prioritize control measures before and after the leakage scenario by using the Hendershot theory and MCDM techniques. In this study, two proactive and reactive layers were selected before and after leakage of tanks, respectively. Then, criteria and alternatives were selected to perform fuzzy TOPSIS (FTOPSIS) and find the best alternative based on the literature review and Hendershot approach. The linear model of the fuzzy Best-Worst method (FBWM) was constructed and resolved using Lingo 17 software. Subsequently, criteria were assigned weights based on thorough calculations of the inconsistency rate. The weight of study experts was equal to 0.25. The results of FBWM showed that the reliability index with a weight of 0.3727 was ranked first and the inconsistency rate ([Formula: see text]) was calculated to be equal to 0.040. Inherent Safety Design (ISD) (0.899) and passive safety (0.767) also ranked first before and after tank leaks, respectively. Using the FBWM method leads to fewer pairwise comparisons and at the same time more stability. Although ISD and passive strategies are more valid and strict, elements of all strategies are necessary for a comprehensive process safety management program.

Gastrosplenic fistula due to splenic lymphoma: two case reports and review of the literature.

BACKGROUND: Gastrosplenic fistula is a rare and potentially fatal complication of various conditions. Lymphoma is the most common cause. It can occur spontaneously or after chemotherapy. Gastrosplenic fistula diagnosis can be confused with a splenic abscess because of the presence of air into the mass. The computed tomography identification of the fistulous tract is the key to a right diagnosis. Treatment modalities include surgical resection, chemotherapy, or a combination of both. CASE PRESENTATION: Here we report two patients with gastrosplenic fistula due to diffuse large B cell lymphoma. The first patient was a 54-year-old Caucasian woman with an enormous primary splenic diffuse large B cell lymphoma leading to the development of a spontaneous fistula in the stomach. The second patient was a 48-year-old Caucasian male patient with an enormous splenic diffuse large B cell lymphoma complicated by fistula after chemotherapy. Both patients died of septic shock several days after surgery. CONCLUSION: Gastrosplenic fistula is a rare complication with a poor-prognosis, for which surgery is currently the preferred treatment.

Reducing younger and older adults' spatial disorientation during indoor-outdoor transitions: Effects of route alignment and visual access on wayfinding.

Getting lost could lead to frustration, anxiety, and even fatal accidents. Previous research primarily focused on disorientation in indoor or outdoor environments separately. The indoor-outdoor transition received little attention, yet it is in this complex transition that individuals often lose their way. Therefore, the effects of indoor-outdoor route alignment, visual access, and age on wayfinding performance and spatial cognition were examined. Twenty older adults (aged 18-25) and twenty young adults (aged 65-82) participated in an experiment through desktop Virtual Reality (VR). They traversed indoor-outdoor environments and were informed within a building to quickly navigate an item inside another building. They also drew the route map. Participants repeated tasks in four different environments. Their spatial cognition and wayfinding performance were analyzed. Four main findings were derived. Firstly, the accuracy of global representation of the routes in the indoor-outdoor route alignment environment was higher than that in the non-aligned environment. Secondly, in environments with higher visual access, the accuracy of global representation of the routes for older adults was higher than that with lower visual access. Thirdly, enhancing visual access attenuated the negative impact of the non-aligned route on global representation of the routes. This effect is particularly beneficial for older adults. Fourthly, the younger adults outperformed the older adults in both wayfinding performance and global representation of the routes in indoor-outdoor environments. This difference could potentially be attributed to variations in education level, mental rotation ability, and digital experience. These findings provide valuable implications for urban design and wayfinding strategies.

Disorienting or Transforming? Using the Arts and Humanities to Foster Social Advocacy.

Introduction: The arts and humanities (AH) have transformative potential in medical education. Research suggests that AH-based pedagogies may facilitate both personal and professional transformation in medical learners, which may then further enhance the teaching and learning of social advocacy skills. However, the potential for such curricula to advance social advocacy training remains under-explored. Therefore, we sought to identify how AH may facilitate transformative learning of social advocacy in medical education. Methods: Building upon previous research, we conducted a critical narrative review seeking examples from the literature on how AH may promote transformative learning of social advocacy in North American medical education. Through a search of seven databases and MedEdPORTAL, we identified 11 articles and conducted both descriptive and interpretative analyses of their relation to key tenets of transformative learning, including: disorientation/dissonance, critical reflection, and discourse/dialogue. Results: We found that AH are used in varied ways to foster transformative learning in social advocacy. However, most approaches emphasize their use to elicit disorientation and dissonance; there is less evidence in the literature regarding how they may be of potential utility when applied to disorienting dilemma, critical reflection, and discourse/dialogue. Discussion: The tremendous potential of AH to foster transformative learning in social advocacy is constrained due to minimal attention to critical reflection and dialogue. Future research must consider how novel approaches that draw from AH may be used for more robust engagement with transformative learning tenets in medical education.

Lost in space(s): Multimodal neuroimaging of disorientation along the Alzheimer's disease continuum.

Orientation is a fundamental cognitive faculty and the bedrock of the neurologic examination. Orientation is defined as the alignment between an individual's internal representation and the external world in the spatial, temporal, and social domains. While spatial disorientation is a recognized hallmark of Alzheimer's disease (AD), little is known about disorientation beyond space in AD. This study aimed to explore disorientation in spatial, temporal, and social domains along the AD continuum. Fifty-one participants along the AD continuum performed an ecological orientation task in the spatial, temporal, and social domains while undergoing functional MRI. Disorientation in AD followed a three-way association between orientation domain, brain region, and disease stage. Specifically, patients with early amnestic mild cognitive impairment exhibited spatio-temporal disorientation and reduced brain activity in temporoparietal regions, while patients with AD dementia showed additional social disorientation and reduced brain activity in frontoparietal regions. Furthermore, patterns of hypoactivation overlapped different subnetworks of the default mode network, patterns of fluorodeoxyglucose hypometabolism, and cortical atrophy characteristic of AD. Our results suggest that AD may encompass a disorder of orientation, characterized by a biphasic process manifesting as early spatio-temporal and late social disorientation. As such, disorientation may offer a unique window into the clinicopathological progression of AD. SIGNIFICANCE STATEMENT: Despite extensive research into Alzheimer's disease (AD), its core cognitive deficit remains a matter of debate. In this study, we investigated whether orientation, defined as the ability to align internal representations with the external world in spatial, temporal, and social domains, constitutes a core cognitive deficit in AD. To do so, we used PET-fMRI imaging to collect behavioral, functional, and metabolic data from 51 participants along the AD continuum. Our findings suggest that AD may constitute a disorder of orientation, characterized by an early spatio-temporal disorientation and followed by late social disorientation, manifesting in task-evoked and neurodegenerative changes. We propose that a profile of disorientation across multiple domains offers a unique window into the progression of AD and as such could greatly benefit disease diagnosis, monitoring, and evaluation of treatment response.

Quantitative Evaluation of Large Language Models to Streamline Radiology Report Impressions: A Multimodal Retrospective Analysis.

Background The complex medical terminology of radiology reports may cause confusion or anxiety for patients, especially given increased access to electronic health records. Large language models (LLMs) can potentially simplify radiology report readability. Purpose To compare the performance of four publicly available LLMs (ChatGPT-3.5 and ChatGPT-4, Bard [now known as Gemini], and Bing) in producing simplified radiology report impressions. Materials and Methods In this retrospective comparative analysis of the four LLMs (accessed July 23 to July 26, 2023), the Medical Information Mart for Intensive Care (MIMIC)-IV database was used to gather 750 anonymized radiology report impressions covering a range of imaging modalities (MRI, CT, US, radiography, mammography) and anatomic regions. Three distinct prompts were employed to assess the LLMs' ability to simplify report impressions. The first prompt (prompt 1) was "Simplify this radiology report." The second prompt (prompt 2) was "I am a patient. Simplify this radiology report." The last prompt (prompt 3) was "Simplify this radiology report at the 7th grade level." Each prompt was followed by the radiology report impression and was queried once. The primary outcome was simplification as assessed by readability score. Readability was assessed using the average of four established readability indexes. The nonparametric Wilcoxon signed-rank test was applied to compare reading grade levels across LLM output. Results All four LLMs simplified radiology report impressions across all prompts tested (P < .001). Within prompts, differences were found between LLMs. Providing the context of being a patient or requesting simplification at the seventh-grade level reduced the reading grade level of output for all models and prompts (except prompt 1 to prompt 2 for ChatGPT-4) (P < .001). Conclusion Although the success of each LLM varied depending on the specific prompt wording, all four models simplified radiology report impressions across all modalities and prompts tested. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Rahsepar in this issue.

Bewilderment, aquilombar, and the antimanicolonial: three ideas to radicalize Brazilian Psychiatric Reform. / Desnortear, aquilombar e o antimanicolonial: três ideias-força para radicalizar a Reforma Psiquiátrica Brasileira.

This article is part of a study aimed to map antiracist knowledge and practices in mental health by monitoring the practices of three collectives of professionals working in/with the psychosocial care network in the city of São Paulo, allowing us to characterize their intervention strategies. To contribute to the conceptualization of this article, through a review of the decolonial literature, three major ideas have been outlined that have allowed us to give substance to the decolonization of Psychiatric Reform: bewilderment, which, in dialogue with Achille Mbembe and Frantz Fanon, invites us to affirm madness and blackness without, however, establishing fixations; the antimanicolonial, which occurs in the promotion of the free and countercultural exercise of imagining diasporas, in light of that proposed by Édouard Glissant, Paul Gilroy, and Lélia Gonzales regarding an Atlantic (de)orientation in which elements of the black diaspora and Latin America can re-signify blackness and unreason; and aquilombar, as a liberatory praxis whose genesis lies in the quilombos as a living metaphor for the radicalisation of relationships in differences, based on Abdias do Nascimento's quilombismo, Clóvis Moura's quilombagem, Beatriz Nascimento's (k)quilombo, and Mariléa de Almeida's devir quilomba.

Este artigo é parte de uma pesquisa que buscou cartografar saberes e fazeres antirracistas em saúde mental por meio do acompanhamento das práticas de três coletivos de profissionais trabalhando na/com a rede de atenção psicossocial na cidade de São Paulo, o que possibilitou caracterizar suas estratégias de intervenção. Buscando contribuir para sua conceitualização, delineamos, por meio da revisão da literatura descolonial, três ideias-força que nos permitem dar corpo à descolonização da Reforma Psiquiátrica: o desnortear, que, em diálogo com Achille Mbembe e Frantz Fanon, nos convida à afirmação da loucura e da negritude - sem, no entanto, estabelecer fixações; o antimanicolonial, que se dá no fomento do exercício livre e contracultural de imaginar diásporas, em relação com as proposições de Édouard Glissant, Paul Gilroy e Lélia Gonzales quanto a uma (des)orientação atlântica na qual elementos da diáspora negra e da América Latina possam ressignificar negritude e desrazão; e o aquilombar, como práxis libertária que tem em sua gênese os quilombos como metáfora viva da radicalização das relações nas diferenças, a partir do quilombismo de Abdias do Nascimento, da quilombagem de Clóvis Moura, do (k)quilombo de Beatriz Nascimento e do devir quilomba de Mariléa de Almeida.

Vestibular migraine and persistent postural perceptual dizziness.

Dizziness is a common symptom among patients in primary care, general neurology, and headache clinic practices. Vestibular migraine is conceptualized as a condition of recurrent attacks of vestibular symptoms attributed to migraine. It is now considered the most common cause of spontaneous episodic vertigo. Persistent postural-perceptual dizziness (PPPD) has more recently been defined based on four previous clinical entities as a syndrome of chronic daily dizziness, unsteadiness, or nonspinning vertigo that fluctuates and is exacerbated by postural, motion, or visual factors. Although PPPD is more often precipitated by other conditions causing vertigo, unsteadiness, or dizziness, it is discussed at length in this chapter because vestibular migraine is among the most common triggers for development of PPPD. Pathophysiology of each is incompletely understood, and with lack of biomarkers, the diagnosis of each rests on consensus-derived, symptom-based criteria. Areas of uncertainty exist regarding some overlapping symptoms that may create potential diagnostic confusion between the conditions. This chapter provides a comprehensive review of the current state of vestibular migraine and PPPD, including diagnostic and management guidance for when they occur separately, together, or along with other common comorbidities.

Evaluating Large Language Models for the National Premedical Exam in India: Comparative Analysis of GPT-3.5, GPT-4, and Bard.

BACKGROUND: Large language models (LLMs) have revolutionized natural language processing with their ability to generate human-like text through extensive training on large data sets. These models, including Generative Pre-trained Transformers (GPT)-3.5 (OpenAI), GPT-4 (OpenAI), and Bard (Google LLC), find applications beyond natural language processing, attracting interest from academia and industry. Students are actively leveraging LLMs to enhance learning experiences and prepare for high-stakes exams, such as the National Eligibility cum Entrance Test (NEET) in India. OBJECTIVE: This comparative analysis aims to evaluate the performance of GPT-3.5, GPT-4, and Bard in answering NEET-2023 questions. METHODS: In this paper, we evaluated the performance of the 3 mainstream LLMs, namely GPT-3.5, GPT-4, and Google Bard, in answering questions related to the NEET-2023 exam. The questions of the NEET were provided to these artificial intelligence models, and the responses were recorded and compared against the correct answers from the official answer key. Consensus was used to evaluate the performance of all 3 models. RESULTS: It was evident that GPT-4 passed the entrance test with flying colors (300/700, 42.9%), showcasing exceptional performance. On the other hand, GPT-3.5 managed to meet the qualifying criteria, but with a substantially lower score (145/700, 20.7%). However, Bard (115/700, 16.4%) failed to meet the qualifying criteria and did not pass the test. GPT-4 demonstrated consistent superiority over Bard and GPT-3.5 in all 3 subjects. Specifically, GPT-4 achieved accuracy rates of 73% (29/40) in physics, 44% (16/36) in chemistry, and 51% (50/99) in biology. Conversely, GPT-3.5 attained an accuracy rate of 45% (18/40) in physics, 33% (13/26) in chemistry, and 34% (34/99) in biology. The accuracy consensus metric showed that the matching responses between GPT-4 and Bard, as well as GPT-4 and GPT-3.5, had higher incidences of being correct, at 0.56 and 0.57, respectively, compared to the matching responses between Bard and GPT-3.5, which stood at 0.42. When all 3 models were considered together, their matching responses reached the highest accuracy consensus of 0.59. CONCLUSIONS: The study's findings provide valuable insights into the performance of GPT-3.5, GPT-4, and Bard in answering NEET-2023 questions. GPT-4 emerged as the most accurate model, highlighting its potential for educational applications. Cross-checking responses across models may result in confusion as the compared models (as duos or a trio) tend to agree on only a little over half of the correct responses. Using GPT-4 as one of the compared models will result in higher accuracy consensus. The results underscore the suitability of LLMs for high-stakes exams and their positive impact on education. Additionally, the study establishes a benchmark for evaluating and enhancing LLMs' performance in educational tasks, promoting responsible and informed use of these models in diverse learning environments.

The Siren Song of Synergy.

SUMMARY: In ancient Greek mythology, sirens were creatures of stunning beauty whose mystical songs led sailors to sail their boats onto hidden rocks and into total destruction. In this issue, Mason-Osann and colleagues present data in the context of acute myelogenous leukemia to suggest that while synergy may show initial attractions in drug combinations, it may carry with it hazards previously unforeseen. See related article by Mason-Osann et al., p. 95 (1).

A 52-Year-Old Woman with Weakness and Confusion.

A 52-Year-Old Woman with Weakness and ConfusionA 52-year-old woman presented for evaluation of abdominal pain, weakness, and confusion. How do you approach the evaluation, and what is the diagnosis?