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Depressive symptoms of the PHQ-9 questionnaire associated with suicidal ideation using machine learning algorithms in the peruvian population PHQ-9问卷的抑郁症状与秘鲁人口使用机器学习算法的自杀想法有关。
Pub Date : 2025-04-10 DOI: 10.53680/vertex.v36i167.797
Alberto Guevara Tirado

Introduction: Suicidal ideation is the thought of self-elimination that is not always reported by patients tested for depression.

Objective: The objective was to identify and analyze depressive symptoms from the Patient Health Questionnaire-9 associated with suicidal ideation in the Peruvian population.

Material and methods: Observational, analytical and cross-sectional study based on data from 32,062 participants of the national family health survey using the patient health questionnaire-9. The Chi-square test, Poisson regression with robust variance, multilayer perceptron and decision tree were used.

Results: In women, the decision tree algorithm correctly classified 91.10 % of cases of suicidal ideation. In men, it was 94.70 %. Using multilayer perceptron, in women, the percentage of incorrect predictions was 8.90 %. The variables being included: feeling bad, feeling depressed, speaking or moving slowly, problems concentrating and sleeping problems. In men it was 8.12 %, including the variables: feeling bad, feeling depressed, speaking or moving slowly, sleep problems and little or a lot of appetite.

Conclusions: Supervised learning algorithms are viable and efficient to identify depressive symptoms from the Health Questionnaire-9 associated with suicidal ideation in the Peruvian population, with somatic symptoms predominating in women and affective-cognitive symptoms in men. The use of supervised learningalgorithms can be a complement for mental health professionals.

导言:自杀意念是一种自我消除的想法,在抑郁症测试中并不总是被患者报告。目的是识别和分析患者健康问卷中的抑郁症状-9与秘鲁人口的自杀想法有关。材料和方法:通过患者健康问卷对全国家庭健康调查的32,062名参与者进行观察性、分析性和横断面研究。使用了二乘检验、强变差泊松回归、多层感知器和决策树。结果:在女性中,决策树算法正确分类了91.10%的自杀案例。在男性中,这一比例为94.70%。使用多层感知器,女性的预后错误率为8.90%。包括变量:感觉不舒服、情绪低落、说话或行动缓慢、注意力不集中和睡眠问题。在男性中,这一比例为8.12%,包括:感觉不舒服、情绪低落、说话或行动缓慢、睡眠问题和食欲少或多。结论:监督学习算法在秘鲁人口健康9问卷中识别与自杀想法相关的抑郁症状是可行和有效的,主要是女性躯体症状和情感认知男性症状。使用监督学习算法可以作为心理健康专业人员的补充。
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引用次数: 0
Antidepressant prescription by general practitioners in the city of Olavarría, Argentina. Qualitative-quantitative analysis 阿根廷Olavarria市全科医生开的抗抑郁药处方。离婚案中。
Pub Date : 2025-04-10 DOI: 10.53680/vertex.v36i167.799
Gonzalo Emmanuel Barbosa Eyler

Introduction: Depression is the most common mental health pathology. General practitioners are the most consulted health professionals by depressed patients. The inequitable distribution and shortage of psychiatrists in cities in the interior of the country mean that the coverage of the increased demand for mental health services is insufficient, and that it is up to first-level care doctors to assist patients with depressive disorders. Stigma towards psychiatry and the shortage of psychiatrists, among other factors, are common in the interior of our country. At the same time, many psychiatrists work only in the private health system.

Aim: To analyze the approach to depression by primary care physicians or first contact, whether they prescribe antidepressants and the factors which determine that prescription.

Method: A non-experimental, descriptive, cross-sectional, quantitative and qualitative study was carried out. A semi-structured questionnaire was used as a measurement instrument. The questionnaire was applied to 51 doctors, 22 clinical doctors and 29 generalists from the city of Olavarría, Argentina. In relation to the qualitative analysis, an unstructured interview was carried out.

Results and conclusions: 90.9 % of the clinical doctors and 76.6 % of the general practitioners surveyed in Olavarría treat patients experiencing a depressive episode. Many family doctors agree that the difficulty in accessing psychiatrists who do not serve through the social work system or the public system has an impact on them having to care for depressed patients in their office.

简介:抑郁症是精神健康中最常见的病理。全科医生是抑郁症患者咨询最多的卫生专业人员。内陆城市的不公平分配和精神科医生的短缺意味着,对精神卫生服务日益增长的需求的覆盖不足,一线医生无法为抑郁症患者提供治疗。对精神病学的耻辱感和精神科医生的短缺,以及其他因素,在我国很常见。与此同时,许多精神科医生只在私人领域工作。目的:分析初级或初级医生在开抗抑郁药处方时对抑郁症的治疗方法及其影响因素。方法:进行非实验性、横向、定量、定性描述性设计研究。采用半结构化问卷作为衡量工具。对阿根廷布宜诺斯艾利斯省奥拉瓦里亚市的51名医生、22名临床医生和29名全科医生进行了问卷调查。在定性分析方面,进行了非结构化访谈。结果与结论:90.9%的临床医生和76.6%的全科医生接受了Olavarria medical的调查,患者正在经历抑郁症发作。许多主流医生都同意,很难找到没有社会工作系统或公共系统服务的精神病医生,这意味着他们不得不在自己的办公室里照顾抑郁症患者。
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引用次数: 0
Uso de infusiones de ketamina intravenosa en el tratamiento de la depresión mayor. 静脉注射氯胺酮治疗重度抑郁症。
Pub Date : 2025-04-10
Gustavo H Vázquez
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引用次数: 0
Índice.
Pub Date : 2025-04-10
Comité Editorial
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引用次数: 0
Prescription patterns of psychotropic drugs in inpatient and in community outpatient care at the neuropsychiatric hospital “Dr. Alejandro Korn”, La Plata, Argentina. Cross-sectional study 阿根廷拉普拉塔“亚历杭德罗·科恩医生”神经精神病院住院病人和社区门诊病人的精神药物处方模式。横切研究。
Pub Date : 2025-04-10 DOI: 10.53680/vertex.v36i167.796
Pedro Damián Gargoloff, Martín A Urtasun, Raúl Riveros, Verónica Ruiz, Martín Cañás

Objective: to identify psychopharmacological prescription patterns in users over 18 years of age at the “Dr. AlejandroKorn” hospital from La Plata, Argentina. Methodology: observational, descriptive, cross-sectional study. Psychotropic drug prescriptions of inpatients and outpatients were surveyed.

Results: Of 425 users (71 % male), 218 were outpatients in community mental health centers or wards; 207 hospitalized in long-stay (n=86), medium-stay (n=34) and short-stay wards (n=87), with a median (range) of hospitalization of 9.5 (1-53.3) years. The most prevalent diagnoses were schizophrenia and other psychoses (71.1 %) and mental retardation (16.7 %). Up to 94.6 % received antipsychotics (AP), with 43.1 % first generation (FGA) and 77.2 % second generation; 74.6 % sedatives/hypnotics, mainly benzodiazepines; 42.6 % anticonvulsants and 13.4 % antidepressants. Antipsychotic polypharmacy (≥2 AP) was 42.3 %, reaching 69.9 % in FGA users. The AP dose was ≥600 mg chlorpromazine equivalents (eqCPZ) in 62.9 % and ≥1200 mg eqCPZ in 25.9 %. Up to 22.4 % of AP users received biperiden.

Conclusions: There is a high frequency of AP polypharmacy, high doses of AP and use of FGA. Also, high frequency of benzodiazepines prescription. It is necessary to prioritize dose reduction and deprescription of the different pharmacological groups.

目的:确定阿根廷拉普拉塔“亚历杭德罗·科恩医生”医院18岁以上患者的精神药理学处方模式。方法论:观察性、描述性、横向研究。取消了住院和门诊病人的精神药物处方。结果:425名使用者(71%为男性),218名在社区精神卫生中心或病房接受门诊治疗;207名住院患者,分为长期病房(n=86)、平均病房(n=34)和短期病房(n=87),平均住院时间为9.5(1-53.3)年。最常见的诊断是精神分裂症和其他精神病(71.1%)和智力迟钝(16.7%)。94.6%的人服用抗精神病药物,其中第一代43.1%服用抗精神病药物,第二代77.2%服用抗精神病药物;74.6%镇静剂/催眠药,主要是苯二氮卓类药物;抗惊厥药物占42.6%,抗抑郁药物占13.4%。抗精神病药多药(≥2 AP)占42.3%,APG使用者占69.9%。AP剂量为氯丙嗪600毫克当量(eqCPZ) 62.9%和1200毫克当量eqCPZ 25.9%。22.4%的AP使用者服用了双哌啶。结论:有高频率的AP多药,高剂量的AP和APG的使用。还经常开苯二氮卓类药物。优先评估不同药物组的剂量和处方减少情况。
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引用次数: 0
Editorial. 社论。
Pub Date : 2025-04-10
Juan Carlos Stagnaro
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引用次数: 0
First Argentine Consensus on the management of Attention Deficit Hyperactivity Disorder in adulthood. Second part: ADHD clinics in adulthood, diagnostic assessment, comorbidities and differential diagnoses 阿根廷关于成人注意缺陷多动障碍管理的第一个共识。第二部分:成人多动症的临床,诊断评估,共病和鉴别诊断。
Pub Date : 2025-04-10 DOI: 10.53680/vertex.v36i167.802
Andrea Abadi, Marcelo Cetkovich-Bakmas, Hernán Klijnjan, Norma Echavarria, Alicia Lischinsky, Pablo López, Claudio Michanie, Tomás Maresca, Carolina Remedi, Osvaldo Rovere, Fernando Torrente, Marcela Waisman Campos, Gerardo Maraval, Teresa Torralva, Diego Canseco, Amalia Dellamea, Andrea López Mato, Gustavo Vázquez, Alejo Corrales

This document constitutes the second section of the First Argentine Consensus on the management of Attention Deficit Hyperactivity Disorder (ADHD) in adulthood. The focus of this section is the synthesis of updated evidence on comprehensive therapeutic approaches to the condition in adult patients. The methodology described in the first part of the Consensus was followed, with the panel of experts carrying out an exhaustive review of the literature. This was followed by a subsequent debate on the available information, which resulted in the generation of this second section of the document, covering clinical and diagnostic aspects. During the debate and discussion stage of the formulation of these guidelines, it was decided to incorporate some points that are believed to be of great utility for the interdisciplinary team responsible for the management of ADHD patients in adulthood. In this sense, the second part of this document will address the clinical aspects of ADHD in adulthood, diagnostic assessment, neuropsychological profile, comorbidities and differential diagnoses.

本文件对应于阿根廷关于成人注意力缺陷多动障碍管理的第一共识的第二部分,在该共识中,它综合了成人患者这种病理的综合治疗方法的最新证据。根据协商一致意见第一部分中描述的方法,专家小组对文献进行了广泛的审查,并在对现有信息进行讨论后,产生了文件的第二部分,其中包括临床和诊断方面。在制定这些指南的过程中,我们决定纳入一些我们认为对治疗成人多动症患者的跨学科团队非常有用的观点。因此,本文的第二部分将讨论成年期多动症的临床方面、诊断评估、神经心理特征、共病和鉴别诊断。
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引用次数: 0
Fernando Gorriti, psiquiatra, psicoanalista, impulsor de la Higiene Mental en la Argentina. Fernando Gorriti,精神病学家,精神分析学家,阿根廷心理卫生的推动者。
Pub Date : 2025-04-10 DOI: 10.53680/vertex.v36i167.805
Comité de Redacción

Incluye: Higiene mental en la Argentina (1928), por Fernando Gorriti. Publicado en: La Semana Médica, No 35, págs. 1375 a 1382.

包括:《阿根廷的精神卫生》(1928),作者费尔南多·戈里蒂。发表于:La Semana Medica,第35期,pp。1375年至1382年。
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引用次数: 0
Protocol for the Assessment of Mental Illness Malingering in the Workplace (PES-L): Development of the First Specific Instrument for Detecting Mental Illness Malingering in the Workplace Setting 职业精神疾病模拟评估协议PES-L:开发第一个检测工作场所精神疾病模拟的专用仪器。
Pub Date : 2025-04-10 DOI: 10.53680/vertex.v36i167.800
Matías Salvador Bertone, Alejandro Elman, Gabriela Kardos, Joaquín López Reguiera, Ulises Loskin, Miguel Vallejos, Cintia Spitzer, Jorge Mauricio Cuartas Arías

Objective: This study aimed to develop the first psychometric instrument for assessing mental illness malingering inthe workplace.

Method: Pearson's bivariate correlations were calculated between the dimensions of the PES-L and the SIMS and SCL-90-R tests. Sensitivity, specificity, and potential cutoff scores were determined using independent samples t-test and Cohen's d to determine effect size. ROC curve analysis was conducted to differentiate between two groups based on the total scale score.

Results: Results revealed an area under the curve of 0.81 (p = 0.000, 95 % CI: 0.73 - 0.89). A cutoff score of 14 correctly classified 72.16 % of potential simulator individuals.

Conclusion: The PES-L has shown potential as a psychometric instrument for detecting malingering in cases of mental health-related work absences.

目的:开发第一个在工作领域评估精神疾病模拟的心理测量仪器方法:计算PES-L维度与SIMS和SCL-90-R测试之间的双皮尔森相关性。通过独立样本的Student t检验和效应大小的Cohen d检验,确定了敏感性、特异性和潜在的切割得分。计算ROC曲线是为了在总体评分上区分两组。结果:在0.81曲线下有一个区域(p = 0.000, 95% CI在0.73到0.89之间)。如果截断点为14,72.16%的人将被正确归类为潜在的模拟器组。结论:PES-L显示出作为一种模拟心理健康假的心理测量检测工具的潜力。
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引用次数: 0
Prevalence of academic stress in medical students at the University of Buenos Aires 布宜诺斯艾利斯大学医学院学生学术压力的流行情况。
Pub Date : 2025-04-10 DOI: 10.53680/vertex.v36i167.798
Juan Manuel Duarte, Marcelo Fabián Garro, María Eugenia Basile, Latara Luiza Smolinski Eifler, Lanaísa Damiani Collaziol, Francisco José Appiani

Introduction: This study addresses the pervasive issue of academic stress among medical students at the University of Buenos Aires (UBA), shedding light on a critical aspect of student well-being

Materials and methods: Employing a prospective, cross-sectional methodology, a diverse cohort of 617 medical students participates, representing various courses. The research aimed to determine the prevalence of academic stress and investigate potential sociodemographic influences.

Results: Results revealed an alarming prevalence of academic stress, with 98.4 % of participants experiencing varying degrees. Specifically, 7.2 % exhibited mild stress, 73.1 % reporters moderate stress, and 19.6 % indicated profound levels of stress. The study identified significant associations between academic stress and sociodemographic factors, highlighting the influence of gender and place of origin. Notably, female students exhibited a high susceptibility to both moderate and profound academic stress, with odd ratio of 5.97 and 8.34, respectively. Additionally, foreign students, particularly those from non-Spanish-speaking countries, demonstrated a notably heightened risk of experiencing profound stress (OR=13).

Conclusion: This research underscores the critical need for targeting interventions and support mechanisms to address the persuasive issue of academic stress in medical education. Implementing strategies tailored to specific demographic groups, particularly female and foreign students, is paramount in fostering a conducive learning environment.

简介:本研究探讨了布宜诺斯艾利斯大学医学院学生中普遍存在的学术压力问题,并阐明了学生福利的一个关键方面。材料和方法:使用前瞻性和横向的方法,617名医科学生参加了一个不同的队列,代表多年的学习。这项研究的目的是确定学术压力的流行程度,并调查可能的社会人口影响。结果:结果显示,学习压力的流行率令人担忧,98.4%的参与者经历了不同程度的学习压力。具体来说,7.2%的人有轻度压力,73.1%的人有中度压力,19.6%的人有重度压力。该研究确定了学业压力与社会人口因素之间的显著联系,强调了性别和出生地的影响。特别是,女生更容易受到中度和重度学习压力的影响,概率指数分别为5.97和8.34。此外,外国学生,尤其是来自非西班牙语国家的学生,经历深度压力的风险明显更高(OR=13)。讨论与结论:本研究强调了解决医学教育中普遍存在的学术压力问题的具体干预措施和支持机制的迫切需要。执行适合特定人口群体,特别是妇女和国际学生的战略对于培养有利的学习环境至关重要。
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引用次数: 0
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Vertex (Buenos Aires, Argentina)
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