LLaMA

美洲驼
  • 文章类型: Journal Article
    广泛的中和抗体被提出作为抗HIV-1的治疗剂和预防剂,但是它们的效力和宽度不是最佳的。这项研究描述了用融合前稳定的HIV-1包膜(Env)三聚体免疫美洲驼,BG505DS-SOSIP,以及识别和改进识别脆弱性的CD4结合位点(CD4bs)的有效中和纳米抗体。两种疫苗引发的CD4bs靶向纳米抗体,G36和R27,当工程化为具有美洲驼IgG2a铰链区和人IgG1恒定区(G36×3-IgG2a和R27×3-IgG2a)的三重串联形式时,中和了96%的多分支208应变面板,几何平均IC50分别为0.314和0.033µgmL-1。与Env三聚体复合的这些纳米抗体的Cryo-EM结构揭示了两个纳米抗体通过模拟对CD4受体的识别来中和HIV-1。为了增强它们的中和效力和广度,纳米抗体连接到V2-apex靶向广泛中和抗体的轻链,CAP256V2LS。所得的人美洲驼双特异性抗体CAP256L-R27×3LS表现出超强力中和和宽度超过其他公开的HIV-1广泛中和抗体,在FcRn-Fc小鼠中测定的药代动力学类似于亲本CAP256V2LS。疫苗引发的美洲驼纳米抗体,当与V2-apex广泛中和抗体结合时,因此可能能够实现抗HIV-1治疗性和预防性临床目标。
    Broadly neutralizing antibodies are proposed as therapeutic and prophylactic agents against HIV-1, but their potency and breadth are less than optimal. This study describes the immunization of a llama with the prefusion-stabilized HIV-1 envelope (Env) trimer, BG505 DS-SOSIP, and the identification and improvement of potent neutralizing nanobodies recognizing the CD4-binding site (CD4bs) of vulnerability. Two of the vaccine-elicited CD4bs-targeting nanobodies, G36 and R27, when engineered into a triple tandem format with llama IgG2a-hinge region and human IgG1-constant region (G36×3-IgG2a and R27×3-IgG2a), neutralized 96% of a multiclade 208-strain panel at geometric mean IC80s of 0.314 and 0.033 µg mL-1, respectively. Cryo-EM structures of these nanobodies in complex with Env trimer revealed the two nanobodies to neutralize HIV-1 by mimicking the recognition of the CD4 receptor. To enhance their neutralizing potency and breadth, nanobodies are linked to the light chain of the V2-apex-targeting broadly neutralizing antibody, CAP256V2LS. The resultant human-llama bispecific antibody CAP256L-R27×3LS exhibited ultrapotent neutralization and breadth exceeding other published HIV-1 broadly neutralizing antibodies, with pharmacokinetics determined in FcRn-Fc mice similar to the parent CAP256V2LS. Vaccine-elicited llama nanobodies, when combined with V2-apex broadly neutralizing antibodies, may therefore be able to fulfill anti-HIV-1 therapeutic and prophylactic clinical goals.
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  • 文章类型: Journal Article
    大型语言模型(LLM)是基于变压器的神经网络,可以对问题和指令提供类似人类的响应。LLM可以生成教育材料,总结文本,从自由文本中提取结构化数据,创建报告,写程序,并可能在注销时提供帮助。LLM与视觉模型相结合可以帮助解释组织病理学图像。LLM在改变病理学实践和教育方面具有巨大的潜力,但是这些模型并非万无一失,因此,任何人工智能生成的内容都必须使用信誉良好的来源进行验证。必须谨慎对待这些模型如何融入临床实践,因为这些模型会产生幻觉和不正确的结果,对人工智能的过度依赖可能会导致去技能和自动化偏见。这篇综述论文提供了LLM的简要历史,并重点介绍了LLM在病理学领域的几个用例。
    Large language models (LLMs) are transformer-based neural networks that can provide human-like responses to questions and instructions. LLMs can generate educational material, summarize text, extract structured data from free text, create reports, write programs, and potentially assist in case sign-out. LLMs combined with vision models can assist in interpreting histopathology images. LLMs have immense potential in transforming pathology practice and education, but these models are not infallible, so any artificial intelligence generated content must be verified with reputable sources. Caution must be exercised on how these models are integrated into clinical practice, as these models can produce hallucinations and incorrect results, and an over-reliance on artificial intelligence may lead to de-skilling and automation bias. This review paper provides a brief history of LLMs and highlights several use cases for LLMs in the field of pathology.
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  • 文章类型: Journal Article
    为了扩大有关德国美洲驼和羊驼常见疾病的知识,在汉诺威兽医大学的猪和小反刍动物诊所上对南美骆驼病例进行的筛查,德国从2005年到2021年11月底进行了演出。对这一时期的尸检报告进行了回顾性评估。总的来说,对187例羊驼的尸检报告进行了评估,35个美洲驼和一个维库尼亚(n=223)。总共50.2%的解剖动物是瘦的或恶病质的。胃肠道的病理改变是最常见的发现(44.8%)。此外,记录肝脏变化,最常见的是成年动物。相比之下,呼吸道和神经系统疾病在幼年动物中更为常见。这项研究概述了德国南美骆驼科的常见病理,因此可能有助于在早期识别不同的疾病症状。
    To expand the knowledge about common diseases in llamas and alpacas in Germany, a screening of the cases of South American camelids presented at the Clinic for Swine and Small Ruminants of the University of Veterinary Medicine Hannover, Germany from 2005 to the end of November 2021 was performed. A retrospective evaluation of necropsy reports from this period was conducted. Overall, necropsy reports were evaluated from 187 alpacas, 35 llamas and one vicuña (n = 223). A total of 50.2% of the dissected animals were thin or cachectic. Pathological alterations of the gastrointestinal tract were the most common findings (44.8%). In addition, liver changes were recorded, most frequently in adult animals. In contrast, diseases of the respiratory tract and the nervous system were found more frequently in juvenile animals. This study provides an overview of common pathologies in South American camelids in Germany and thus may help to recognise different disease symptoms at an early stage.
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  • 文章类型: Journal Article
    背景:脑脊液(CSF)穿刺术期间医源性血液污染很常见,这可能会限制样本的诊断有用性。在马匹中描述了一种新颖的超声引导的CSF收集技术,通过它从寰枢椎(AA)空间获得CSF。
    目的:比较南美骆驼科(SAC)的超声引导下AA穿刺术与腰骶部(LS)穿刺术。假设是AA穿刺术将产生血液污染较少的样品,尽管在技术上比LS穿刺术更具挑战性。
    方法:来自一所大学拥有的教学群的八个临床健康的成人SAC。
    方法:单盲,随机化,4路,4期交叉研究,其中2名兽医分别对每只动物进行一次穿刺技术。进行细胞学样本分析,并对样品采集的技术难度进行了评估。
    结果:在所有收集尝试中,两种技术均成功收集了CSF,且无并发症。技术难度和CSF分析物浓度的方面在技术之间没有显著差异。AA和LS技术的有核细胞和红细胞总数中位数分别为1/μL和0.5/μL和167.5/μL和155/μL,分别。AA和LS的中位总蛋白浓度为32.9mg/dL和38mg/dL。两种穿刺术都需要进行1次尝试的中位数,AA的针头重新定位事件的中位数为1,LS的为0。
    结论:根据临床情况,超声引导下的AA穿刺术似乎是从SAC收集CSF的其他技术的可接受替代方案。
    BACKGROUND: Iatrogenic blood contamination during cerebrospinal fluid (CSF) centesis is common, which can limit the diagnostic usefulness of the sample. A novel ultrasound-guided CSF collection technique is described in horses, by which CSF is obtained from the atlantoaxial (AA) space.
    OBJECTIVE: To compare ultrasound-guided AA centesis with lumbosacral (LS) centesis in South American camelids (SAC). The hypotheses were that AA centesis would yield samples with less blood contamination although being technically more challenging than LS centesis.
    METHODS: Eight clinically healthy adult SAC from a university-owned teaching herd.
    METHODS: Single-blinded, randomized, 4-way, 4-period crossover study in which 2 veterinarians each performed both centesis techniques on each animal once. Cytological sample analysis was performed, and the technical difficulty of sample acquisition was assessed.
    RESULTS: The CSF was collected successfully and without complications by either technique during all collection attempts. Aspects of technical difficulty and concentrations of CSF analytes did not vary significantly between techniques. Median total nucleated cell and red blood cell counts were 1/μL and 0.5/μL and 167.5/μL and 155/μL for AA and LS techniques, respectively. The median total protein concentration was 32.9 mg/dL and 38 mg/dL for AA and LS centeses. A median of 1 attempt was necessary for both centesis techniques and the median number of needle repositioning events was 1 for AA and 0 for LS.
    CONCLUSIONS: Depending on clinical circumstances, ultrasound-guided AA centesis appears to be an acceptable alternative to other techniques for collection of CSF from SAC.
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  • 文章类型: Journal Article
    南美骆驼科动物(SACs)的繁殖,尤其是美洲驼和羊驼,在非自然栖息地的地区越来越受欢迎,包括欧洲。这些动物被认为是相对抗病的。然而,由于他们越来越受欢迎,应特别注意美洲驼和羊驼的感染。细菌感染的知识对兽医和饲养员非常重要。这些疾病中的许多也具有人畜共患的潜力,因此,这些动物必须被视为潜在的人畜共患感染的来源。由于有关美洲驼和羊驼中发生的许多疾病的信息有限,兽医通常依赖于其他动物物种收集的数据,专注于牛,羊和马。这项工作旨在总结梭状芽胞杆菌引起的疾病的知识。,结核分枝杆菌复合体,鸟分枝杆菌亚种。副结核病,链球菌属。,大肠杆菌,多杀性巴氏杆菌,羊驼和羊驼的溶血曼海姆菌和假结核棒状杆菌,特别关注流行病学,临床体征和诊断。
    The breeding of South American Camelids (SACs), particularly llamas and alpacas, is becoming increasingly popular in regions that are not their natural habitat, including Europe. These animals are considered to be relatively disease resistant. However, due to their growing popularity, special attention should be given to infections in llamas and alpacas. Knowledge of bacterial infections is very important to veterinarians and breeders. Many of these diseases also have zoonotic potential, so these animals must be considered as sources of potential zoonotic infections. Due to the limited information on many diseases occurring in llamas and alpacas, veterinarians often rely on data collected in other animal species, focusing on cattle, sheep and horses. This work aims to summarise the knowledge of diseases caused by Clostridium spp., Mycobacterium tuberculosis complex, Mycobacterium avium subsp. paratuberculosis, Streptococcus spp., Escherichia coli, Pasteurella multocida, Manheimia haemolytica and Corynebacterium pseudotuberculosis in llamas and alpacas, with particular attention to epidemiology, clinical signs and diagnostics.
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  • 文章类型: Journal Article
    南美骆驼科动物(SAC)在欧洲的兽医护理中发挥着越来越重要的作用。向兽医赠送的许多羊驼或美洲驼患有贫血,定期使用低于0.10l/l的细胞体积(PCV),这对动物来说是一种威胁生命的状况。本文介绍了用于诊断SAC中贫血的临床和实验室诊断工具。贫血动物的临床鉴定可以通过评估FAMACHA®评分和身体状况评分(BCS)来进行。由于羊驼和美洲驼的贫血与粘膜苍白和BCS降低有关。血液样本的血液学检查可以提供SAC中贫血的更有区别的诊断。一个常见的发现是再生性贫血,网织红细胞数量增加,这通常是由扭动血杆菌引起的失血引起的。再生性贫血的羊驼或美洲驼的血涂片变化可能包括正常母细胞(有核红细胞),异细胞增多症,polikilocytosis,多色,Howell-Jolly身体或嗜碱性点画。此外,非再生性贫血,通常由微量元素缺乏或恶病质引起,也可能发生。
    South American camelids (SACs) play an increasing role in veterinary care in Europe. Many alpacas or llamas presented to veterinarians suffer from anaemia, regularly with a packed cell volume (PCV) below 0.10 l/l, which is a life-threatening condition for the animals. This review article presents clinical and laboratory diagnostic tools for the diagnosis of anaemia in SACs. Clinical identification of anaemic animals can be performed by assessing the FAMACHA© score and the Body Condition Score (BCS), since anaemia in alpacas and llamas correlates with pale mucous membranes and a lowered BCS. Haematological examination of a blood sample can provide a more differentiated diagnosis of anaemia in SACs. A common finding is regenerative anaemia with an increased number of reticulocytes that is often caused by blood loss due to Haemonchus contortus. Changes in a blood smear from an alpaca or llama with regenerative anaemia may include normoblasts (nucleated red blood cells), anisocytosis, poikilocytosis, polychromasia, Howell-Jolly bodies or basophilic stippling. Furthermore, non-regenerative anaemia, often caused by trace element deficiency or cachexia, can also occur.
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  • 文章类型: Journal Article
    背景:羊驼(Vicugnapacos),美洲驼(Lamaglama),vicugna(vicugnavicugna)和guanaco(lamaguanicoe),是分布在安第斯高海拔草原上的骆驼物种,高原,还有巴塔哥尼亚干旱的草原.尽管人们对这些动物有广泛的兴趣,选择的大多数基因座仍然未知。使用全基因组测序(WGS)数据,我们调查了南美骆驼科动物(SAC)基因组中纯合性运行(ROHs)的发生和分布,以确定四个物种之间的遗传关系和潜在的选择特征。
    结果:最终分析中包括了涵盖这四个物种的总共37个WGS样品。多维缩放方法显示了四个物种之间的明显分离;然而,混合物分析表明,从维古纳和美洲驼到羊驼有强烈的遗传渗入。相反,发现了guanaco与其他SAC的极低遗传混合物。这四个物种在数量上没有显示出显著差异,ROHs的长度(100-500kb)和基因组近交值。较长的ROHs(>500kb)几乎只在羊驼中发现。七个重叠的ROH由羊驼共享,包含9个基因座(FGF5,LOC107034918,PRDM8,ANTXR2,LOC102534792,BSN,LOC116284892,DAG1和RIC8B),而在美洲驼中发现了9个重叠的ROH,注释了25个基因座(ERC2,FZD9,BAZ1B,BCL7B,LOC116284208,TBL2,MLXIPL,PHF20,TRNAD-AUC,LOC116284365,RBM39,ARFGEF2,DCAF5,EXD2,HSPB11,LRRC42,LDLRAD1,TMEM59,LOC107033213,TCEANC2,LOC102545169,LOC116278408,SMIM15,NFADUF2和RCOR1)。四个重叠的ROHs,具有三个注释基因座(DLG1,KAT6B和PDE4D)和三个重叠的ROH,具有七个注释基因(ATP6V1E1,BCL2L13,LOC116276952,BID,KAT6B,LOC116282667和LOC107034552),被检测到了维库尼亚和瓜纳科,分别。
    结论:选择的特征揭示了可能被选择用于生产性状以及对恶劣环境的自然适应的基因组区域。羊驼和美洲驼暗示了由环境和耕作目的驱动的选择,而vicugna和guanaco则显示了适应恶劣环境的选择信号。有趣,KAT6B基因的选择特征被鉴定为vicugna和guanaco,表明对野生种群适应性有积极影响。此类信息可能对进一步的生态和动物生产研究感兴趣。
    BACKGROUND: Alpaca (Vicugna pacos), llama (Lama glama), vicugna (Vicugna vicugna) and guanaco (Lama guanicoe), are the camelid species distributed over the Andean high-altitude grasslands, the Altiplano, and the Patagonian arid steppes. Despite the wide interest on these animals, most of the loci under selection are still unknown. Using whole-genome sequencing (WGS) data we investigated the occurrence and the distribution of Runs Of Homozygosity (ROHs) across the South American Camelids (SACs) genome to identify the genetic relationship between the four species and the potential signatures of selection.
    RESULTS: A total of 37 WGS samples covering the four species was included in the final analysis. The multi-dimensional scaling approach showed a clear separation between the four species; however, admixture analysis suggested a strong genetic introgression from vicugna and llama to alpaca. Conversely, very low genetic admixture of the guanaco with the other SACs was found. The four species did not show significant differences in the number, length of ROHs (100-500 kb) and genomic inbreeding values. Longer ROHs (> 500 kb) were found almost exclusively in alpaca. Seven overlapping ROHs were shared by alpacas, encompassing nine loci (FGF5, LOC107034918, PRDM8, ANTXR2, LOC102534792, BSN, LOC116284892, DAG1 and RIC8B) while nine overlapping ROHs were found in llama with twenty-five loci annotated (ERC2, FZD9, BAZ1B, BCL7B, LOC116284208, TBL2, MLXIPL, PHF20, TRNAD-AUC, LOC116284365, RBM39, ARFGEF2, DCAF5, EXD2, HSPB11, LRRC42, LDLRAD1, TMEM59, LOC107033213, TCEANC2, LOC102545169, LOC116278408, SMIM15, NDUFAF2 and RCOR1). Four overlapping ROHs, with three annotated loci (DLG1, KAT6B and PDE4D) and three overlapping ROHs, with seven annotated genes (ATP6V1E1, BCL2L13, LOC116276952, BID, KAT6B, LOC116282667 and LOC107034552), were detected for vicugna and guanaco, respectively.
    CONCLUSIONS: The signatures of selection revealed genomic areas potentially selected for production traits as well as for natural adaptation to harsh environment. Alpaca and llama hint a selection driven by environment as well as by farming purpose while vicugna and guanaco showed selection signals for adaptation to harsh environment. Interesting, signatures of selection on KAT6B gene were identified for both vicugna and guanaco, suggesting a positive effect on wild populations fitness. Such information may be of interest to further ecological and animal production studies.
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  • 文章类型: Journal Article
    目的这项研究的主要目的是解决在流行的大语言模型(LLM)的医学知识中观察到的局限性,如ChatGPT,通过创建一个专门的语言模型,提高医疗建议的准确性。方法我们通过使用来自广泛使用的在线医疗咨询平台的100,000个患者-医生对话的大型数据集来适应和改进大型语言模型meta-AI(LLaMA)来实现这一目标。这些对话被清理和匿名化,以尊重隐私问题。除了模型改进之外,我们加入了一种自我导向的信息检索机制,允许该模型访问和利用来自Wikipedia等在线资源的实时信息以及来自精选的离线医疗数据库的数据。结果模型的微调与真实世界的病人-医生的互动显著提高了模型的能力,了解患者的需求和提供知情的建议。通过为该模型配备从可靠的在线和离线来源进行自我指导的信息检索,我们观察到其回答的准确性有了实质性改善。结论我们提出的ChatDoctor,代表了医学LLM的重大进步,在理解病人的询问和提供准确的建议方面有了显著的提高。鉴于医疗领域的高风险和低容错性,在提供准确和可靠的信息方面的这种增强不仅是有益的,而且是必不可少的。
    Objective The primary aim of this research was to address the limitations observed in the medical knowledge of prevalent large language models (LLMs) such as ChatGPT, by creating a specialized language model with enhanced accuracy in medical advice. Methods We achieved this by adapting and refining the large language model meta-AI (LLaMA) using a large dataset of 100,000 patient-doctor dialogues sourced from a widely used online medical consultation platform. These conversations were cleaned and anonymized to respect privacy concerns. In addition to the model refinement, we incorporated a self-directed information retrieval mechanism, allowing the model to access and utilize real-time information from online sources like Wikipedia and data from curated offline medical databases. Results The fine-tuning of the model with real-world patient-doctor interactions significantly improved the model\'s ability to understand patient needs and provide informed advice. By equipping the model with self-directed information retrieval from reliable online and offline sources, we observed substantial improvements in the accuracy of its responses. Conclusion Our proposed ChatDoctor, represents a significant advancement in medical LLMs, demonstrating a significant improvement in understanding patient inquiries and providing accurate advice. Given the high stakes and low error tolerance in the medical field, such enhancements in providing accurate and reliable information are not only beneficial but essential.
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  • 文章类型: Journal Article
    中东呼吸综合征冠状病毒(MERS-CoV)感染可导致人类致命的肺部炎症性疾病。相反,骆驼和蝙蝠是主要的水库宿主,耐受MERS-CoV复制而不患有临床疾病。这里,我们从MERS-CoV恢复期美洲驼中分离出颈部淋巴结(LN)细胞,并用两种不同的病毒株(进化枝B和C)对其进行脉冲。LN中不支持病毒复制,但是细胞免疫反应开始了。让人想起Th1反应(IFN-γ,IL-2、IL-12)在MERS-CoV传感时引发,伴随着抗病毒反应的明显和短暂的峰值(I型IFN,IFN-λ3,ISGs,PRR和TFs)。重要的是,炎性细胞因子(TNF-α,IL-1β,IL-6,IL-8)或炎症小体成分(NLRP3,CASP1,PYCARD)被抑制。讨论了IFN-λ3在骆驼科物种中平衡炎症过程并桥接先天和适应性免疫反应的作用。我们的发现揭示了在没有临床疾病的情况下,水库物种如何控制MERS-CoV的关键机制。
    Middle East respiratory syndrome coronavirus (MERS-CoV) infection can cause fatal pulmonary inflammatory disease in humans. Contrarily, camelids and bats are the main reservoir hosts, tolerant for MERS-CoV replication without suffering clinical disease. Here, we isolated cervical lymph node (LN) cells from MERS-CoV convalescent llamas and pulsed them with two different viral strains (clades B and C). Viral replication was not supported in LN, but a cellular immune response was mounted. Reminiscent Th1 responses (IFN-γ, IL-2, IL-12) were elicited upon MERS-CoV sensing, accompanied by a marked and transient peak of antiviral responses (type I IFNs, IFN-λ3, ISGs, PRRs and TFs). Importantly, expression of inflammatory cytokines (TNF-α, IL-1β, IL-6, IL-8) or inflammasome components (NLRP3, CASP1, PYCARD) was dampened. The role of IFN-λ3 to counterbalance inflammatory processes and bridge innate and adaptive immune responses in camelid species is discussed. Our findings shed light into key mechanisms on how reservoir species control MERS-CoV in the absence of clinical disease.
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  • 文章类型: Journal Article
    自然语言处理(NLP)在计算领域已经研究了几十年。最近的技术进步导致了复杂的人工智能(AI)模型的发展,例如聊天生成预训练变换器(ChatGPT)。这些模型可以执行一系列语言任务,并产生类似人类的反应,这为学术效率提供了令人兴奋的前景。本手稿旨在(i)探索ChatGPT和其他NLP技术在学术写作和研究出版物中的潜在益处和威胁;(ii)强调使用这些工具所涉及的道德考虑,以及(iii)考虑它们可能对学术工作的真实性和可信度产生的影响。这项研究涉及对在Scopus作为四分位数1索引的同行评审期刊上发表的相关学术文章的文献综述。搜索使用了诸如\"ChatGPT,\"\"AI生成的文本,“”学术写作,\"和\"自然语言处理。“分析是使用准定性方法进行的,其中涉及阅读和批判性评估来源,并确定相关数据以支持研究问题。研究发现,ChatGPT和其他NLP技术具有提高学术写作和研究效率的潜力。然而,它们的使用也引起了人们对学术工作真实性和可信度的影响的担忧。该研究强调需要对潜在用途进行全面讨论,威胁,以及这些工具的局限性,强调道德和学术原则的重要性,人类智慧和批判性思维处于研究过程的最前沿。这项研究强调了使用它们所涉及的全面辩论和道德考虑的必要性。该研究还建议学者在使用这些工具时谨慎行事,并确保其使用的透明度,强调人的智慧和批判性思维在学术工作中的重要性。
    Natural language processing (NLP) has been studied in computing for decades. Recent technological advancements have led to the development of sophisticated artificial intelligence (AI) models, such as Chat Generative Pre-trained Transformer (ChatGPT). These models can perform a range of language tasks and generate human-like responses, which offers exciting prospects for academic efficiency. This manuscript aims at (i) exploring the potential benefits and threats of ChatGPT and other NLP technologies in academic writing and research publications; (ii) highlights the ethical considerations involved in using these tools, and (iii) consider the impact they may have on the authenticity and credibility of academic work. This study involved a literature review of relevant scholarly articles published in peer-reviewed journals indexed in Scopus as quartile 1. The search used keywords such as \"ChatGPT,\" \"AI-generated text,\" \"academic writing,\" and \"natural language processing.\" The analysis was carried out using a quasi-qualitative approach, which involved reading and critically evaluating the sources and identifying relevant data to support the research questions. The study found that ChatGPT and other NLP technologies have the potential to enhance academic writing and research efficiency. However, their use also raises concerns about the impact on the authenticity and credibility of academic work. The study highlights the need for comprehensive discussions on the potential use, threats, and limitations of these tools, emphasizing the importance of ethical and academic principles, with human intelligence and critical thinking at the forefront of the research process. This study highlights the need for comprehensive debates and ethical considerations involved in their use. The study also recommends that academics exercise caution when using these tools and ensure transparency in their use, emphasizing the importance of human intelligence and critical thinking in academic work.
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