-
Journal of Speech, Language, and... Jun 2024This study aims at investigating the phonological development of the six guttural consonants of Jordanian Arabic, /χ/, /ʁ/, /ħ/, /ʕ/, /ʔ/, and /h/.
PURPOSE
This study aims at investigating the phonological development of the six guttural consonants of Jordanian Arabic, /χ/, /ʁ/, /ħ/, /ʕ/, /ʔ/, and /h/.
METHOD
An articulation test is designed to involve two tasks: picture naming and repetition. The test includes 54 words for picture naming and 18 words for repetition, representing all possible positions of the targeted guttural sounds. Samples are collected from 40 typically developing Ammani-Jordanian Arabic-speaking monolingual children, living in Amman, Jordan. Respondents are equally divided into eight age-related trajectories: 2-2;6, 2;6-3, 3-3;6, 3;6-4, 4-4;6, 4;6-5, 5-5;6, and 5;6-6 (years;months). No child with a history of hearing, speech, or vision disorders is included. The data are analyzed using , where the three developmental trajectories of production (customary, acquisition, and mastery) are determined for each guttural, and , addressed based on perceptual judgments, providing details of every mispronounced or deleted guttural.
RESULTS
The results show that /χ/, /ħ/, /ʕ/, and /ʔ/ are acquired before the age of 6 years, while /ʁ/ and /h/ are still not acquired by this age. Respondents use relatively variant alternatives for the mispronounced cognates, including guttural, nonguttural sounds, and vowel substitution. The /ʁ/ is the guttural with the highest number of alternatives, while /ʔ/ gets the least. The analysis also reveals patterns of guttural deletion, with variations across different guttural sounds and positions. Despite errors/deviations made, respondents score accuracy percentages that gradually increase in correlation with age. The guttural /ʁ/ starts with the lowest accuracy percentages, while /ʔ/ and /ħ/ start with the highest.
CONCLUSIONS
These findings illuminate on the developmental trajectory of guttural acquisition and enrich our understanding of children's evolving perception and production abilities. They offer valuable insights into the patterns of guttural sound production in Jordanian Arabic-speaking children, laying the groundwork for further research and the development of targeted assessment and intervention strategies to support phonological development in this population.
PubMed: 38941556
DOI: 10.1044/2024_JSLHR-23-00085 -
Bioinformatics (Oxford, England) Jun 2024Recent proprietary large language models (LLMs), such as GPT-4, have achieved a milestone in tackling diverse challenges in the biomedical domain, ranging from...
SUMMARY
Recent proprietary large language models (LLMs), such as GPT-4, have achieved a milestone in tackling diverse challenges in the biomedical domain, ranging from multiple-choice questions to long-form generations. To address challenges that still cannot be handled with the encoded knowledge of LLMs, various retrieval-augmented generation (RAG) methods have been developed by searching documents from the knowledge corpus and appending them unconditionally or selectively to the input of LLMs for generation. However, when applying existing methods to different domain-specific problems, poor generalization becomes apparent, leading to fetching incorrect documents or making inaccurate judgments. In this paper, we introduce Self-BioRAG, a framework reliable for biomedical text that specializes in generating explanations, retrieving domain-specific documents, and self-reflecting generated responses. We utilize 84k filtered biomedical instruction sets to train Self-BioRAG that can assess its generated explanations with customized reflective tokens. Our work proves that domain-specific components, such as a retriever, domain-related document corpus, and instruction sets are necessary for adhering to domain-related instructions. Using three major medical question-answering benchmark datasets, experimental results of Self-BioRAG demonstrate significant performance gains by achieving a 7.2% absolute improvement on average over the state-of-the-art open-foundation model with a parameter size of 7B or less. Similarly, Self-BioRAG outperforms RAG by 8% Rouge-1 score in generating more proficient answers on two long-form question-answering benchmarks on average. Overall, we analyze that Self-BioRAG finds the clues in the question, retrieves relevant documents if needed, and understands how to answer with information from retrieved documents and encoded knowledge as a medical expert does. We release our data and code for training our framework components and model weights (7B and 13B) to enhance capabilities in biomedical and clinical domains.
AVAILABILITY AND IMPLEMENTATION
Self-BioRAG is available at https://github.com/dmis-lab/self-biorag.
Topics: Humans; Information Storage and Retrieval; Natural Language Processing
PubMed: 38940167
DOI: 10.1093/bioinformatics/btae238 -
Archives of Pediatrics (Lisle, IL) 2024High stress in parents may affect parenting and subsequent child socioemotional and behavioral development. Previous evidence suggests that highly stressed parents are...
High stress in parents may affect parenting and subsequent child socioemotional and behavioral development. Previous evidence suggests that highly stressed parents are more likely to engage in negative parenting, which is less structured and more punitive. However, the effects of life stress versus parent specific stress on parent-child interactions in early childhood has not been well studied, especially in minority and low-income samples. Thus, the current study assessed the relationship between perceived life stress, parenting-related stress, and observed parenting responses to young children during a structured, mildly challenging parent-child task. Predominantly minority and low-income parents and their children (2-5 years old; 54 dyads) completed the Perceived Stress Scale, the Parenting Stress Inventory, and participated in a structured 5-minute interaction task, the Toy-Wait Task (TWT), that was video-taped and coded by blind raters. The coding utilized a standardized system with good reliability assessing 1) Affect (parent and child positive and negative affect, shared positive affect), 2) Positive Parenting Behaviors (warmth, structured good involvement, listening/engagement), and 3) Negative Parenting Behaviors (reactivity, judgment, critical parenting). Significant associations were found between perceived life stress and parenting stress, (r (54) = 0.61, p<.01). Parents with higher perceived life stress scores showed more negative affect (r=0.291, p<.05) and lower involvement with the child (r=-0.367, p<.05), while parenting specific stress did not yield significant effects (p's > 0.05). Findings suggest that interventions that reduce stress in minority and low-income parents of young children may also improve parenting of young children with potential impact on decreasing child psychopathology risk.
PubMed: 38939555
DOI: 10.29011/2575-825x.100308 -
Frontiers in Psychology 2024Children autonomously make sound moral judgments based on internal criteria, but they tend to make erroneous judgments in the presence of social influences, and the...
Children autonomously make sound moral judgments based on internal criteria, but they tend to make erroneous judgments in the presence of social influences, and the reasons for these errors are not well understood. Thus, the current research investigated how the presence of observers who can see and listen to 3-year-old children's judgments but who do not present their opinions influences children's conformity in moral judgment behavior. In Experiment 1, the children ( = 30) were presented with pictures depicting prosocial behaviors and asked whether the behaviors were acceptable. The children's tendency to change their answers after hearing the counterintuitive opinions of informants was then measured. The results showed that the children's moral judgments were more likely to conform to that of the group in the presence of observers. Experiment 2 aimed to determine the reason children were more likely to conform to a group when being watched by observers in Experiment 1. Children ( = 30) were randomly assigned to two conditions with different observer conditions as follows. Observers were either wearing headsets, indicating that they could not hear the children's responses, or had them hanging around their necks, indicating that they could. The results showed that children's conformity behavior depended on whether observers could hear what they were saying. The current findings are expected to help elucidate not only social factors that affect children's moral judgments but also the developmental mechanism of an observer effect.
PubMed: 38939221
DOI: 10.3389/fpsyg.2024.1289292 -
Health Care Science Oct 2023This study examines the UK's May 2023 judgment in an international organ trafficking and organ tourism case. Human trafficking for organ removal is one of the least...
Ethical and policy considerations for organ trafficking and transplant tourism: Based on the UK's first international case of human trafficking for the purpose of organ removal.
This study examines the UK's May 2023 judgment in an international organ trafficking and organ tourism case. Human trafficking for organ removal is one of the least understood but growing forms of trafficking worldwide. Countries in the Middle East, Asia, and the Americas are often widely criticized by the international transplant community as sites for organ trafficking. However, we believe that when discussing this issue, it is not just these areas that need to be addressed. What is particularly special is that this case not only involves transnational human trafficking, organ trafficking, and illegal organ transplantation interest chains but also involves the participation of national political officials and complex social and humanistic factors. This article focuses on the current ethical and policy issues involved in organ transplant tourism and organ trafficking and analyzes the implications of this case for our country's donation and transplantation work.
PubMed: 38938586
DOI: 10.1002/hcs2.70 -
Ophthalmic Plastic and Reconstructive... Jun 2024Congenital microphthalmia and anophthalmia are rare development disorders with underdevelopment of the orbital region, resulting in asymmetry of the face. No clear...
PURPOSE
Congenital microphthalmia and anophthalmia are rare development disorders with underdevelopment of the orbital region, resulting in asymmetry of the face. No clear guidelines exist to determine when these deviations are acceptable.
METHODS
The face of a healthy 6-year-old child was three-dimensionally scanned. On this scan, we modeled various incremental degrees of facial asymmetries using three-dimensional modeling software. We modeled for smaller palpebral fissures, sunken eyes, and downward displacement of the eye. We also tested whether adjusting the vertical palpebral fissure height in relation to the horizontal palpebral fissure width affected perception. A total of 22 videos were created in which the model turned the head horizontally and vertically. We created a questionnaire asking raters how acceptable the face is, on a linear scale from 0 to 10.
RESULTS
Results showed a correlation between the degree of asymmetry and the acceptability score of the raters. Enophthalmos of ≥6 mm, palpebral fissure width ≤79% compared with the other eye, and 2 mm or more downward displacement of the eye resulted in a significant different acceptability score. The desire for correction was strongly increased when these thresholds were exceeded. Adjusting the vertical palpebral fissure height to the horizontal palpebral fissure width resulted in a worse acceptability score.
CONCLUSION
A unilateral sunken eye (enophthalmos) of 6 mm or more, asymmetric horizontal palpebral fissure length of ≤79%, and a lower position of one eye of more than 2 mm resulted in unacceptable judgment. These data can be used to evaluate treatment outcome in children treated for congenital microphthalmia and anophthalmia.
PubMed: 38934734
DOI: 10.1097/IOP.0000000000002711 -
Archives of Rheumatology Jun 2024This study aimed to analyze the risk factors for mortality of idiopathic inflammatory myopathy (IIM) patients admitted with interstitial lung disease (ILD) to guide...
OBJECTIVES
This study aimed to analyze the risk factors for mortality of idiopathic inflammatory myopathy (IIM) patients admitted with interstitial lung disease (ILD) to guide rapid and accurate judgment of clinical prognosis.
PATIENTS AND METHODS
This retrospective, single-center cohort study was conducted with 135 participants (37 males, 98 females; mean age: 54.8±11.1 years; range, 24 to 85 years) between June 1, 2016, and June 30, 2021. The participants were categorized into the survival group (n=111) and nonsurvivors (n=24) according to whether they survived during the one-year follow-up. The independent risk factors for mortality in one year after discharge were analyzed. Receiver operating characteristic curve analysis was used to determine the accuracy of oxygenation index at baseline combined with pulmonary infection (PI) at follow-up to indicate death in IIM-ILD patients.
RESULTS
Compared to the survival group, nonsurvivors were older (p=0.006) and had a higher proportion of anti-MDA5 (melanoma differentiation-associated protein 5) positivity (p<0.001). The ILD duration was shorter (p=0.006), the oxygenation index was lower (p<0.001), and the intensive care unit occupancy rate (p<0.001) and ventilator utilization rate (p<0.001) were elevated in nonsurvivors compared to the survival group. Oxygenation index at baseline (odds ratio [OR]=1.021, 95% confidence interval [CI]: 1.001-1.023, p=0.040) and PI (clinical judgment) at follow-up (OR=16.471, 95% CI: 1.565-173.365, p=0.020) were found as independent risk factors for death in the year after discharge in IIM inpatients with ILD. An oxygenation index ≤279 mmHg at baseline combined with PI at follow-up exhibited a promising predictive value for all-cause death in IIM-ILD patients within one year.
CONCLUSION
Oxygenation index at baseline and PI during follow-up were independent risk factors for death of IIM-ILD patients within one year after discharge. Patients with an oxygenation index ≤279 mmHg at baseline had an increased risk of death once they developed PI during the one-year follow-up.
PubMed: 38933718
DOI: 10.46497/ArchRheumatol.2024.10418 -
International Journal of Environmental... May 2024This study aims to examine how the activation of the role of nursee and professional identification as a nurse can influence moral judgments in terms of deontological...
This study aims to examine how the activation of the role of nursee and professional identification as a nurse can influence moral judgments in terms of deontological and utilitarian inclinations. In Study 1, a priming technique was used to assess the impact of activating the nursing concept on moral reasoning. Participants were randomly assigned to either a nursing prime or neutral prime condition. By using a scrambled-sentence task, participants were prompted to think about nursing-related or neutral thoughts. Following the priming task, participants were asked to respond to 20 moral dilemmas. The process dissociation approach was employed to measure the degree of deontological and utilitarian tendencies in their moral reasoning. In Study 2, participants completed the nursing profession identification scale and the moral orientation scale before engaging in moral judgments similar to those in Study 1. The findings revealed that priming the concept of being a nursee resulted in an increase in deontological clinical inclinations while having no significant effect on utilitarian inclinations. Additionally, a positive correlation was observed between identification with the nursing profession and deontological clinical inclinations, whereas a negative correlation was found with utilitarian inclinations. Deliberation orientation acted as a complete mediator in the relationship between nursing professional identification and deontological tendencies and as a partial mediator for utilitarian tendencies.
Topics: Humans; Female; Male; Adult; Young Adult; Morals; Nurses; Judgment
PubMed: 38928958
DOI: 10.3390/ijerph21060712 -
International Journal of Environmental... May 2024Retention in care for people living with HIV (PLWH) is important for individual and population health. Preemptive identification of PLWH at high risk of lapsing in care...
Retention in care for people living with HIV (PLWH) is important for individual and population health. Preemptive identification of PLWH at high risk of lapsing in care may improve retention efforts. We surveyed providers at nine institutions throughout Chicago about their perspectives on using an electronic health record (EHR) tool to predict the risk of lapsing in care. Sixty-three percent (20/32) of providers reported currently assessing patients' risk for lapsing in care, and 91% (29/32) reported willingness to implement an EHR tool. When compared to those with other job roles, prescribers agreed (vs. neutral) that the tool would be less biased than personal judgment (OR 13.33, 95% CI 1.05, 169.56). Prescribers were also more likely to identify community health workers as persons who should deliver these interventions (OR 10.50, 95% CI 1.02, 108.58). Transportation, housing, substance use, and employment information were factors that providers wanted to be included in an EHR-based tool. Social workers were significantly more likely to indicate the inclusion of employment information as important (OR 10.50, 95% CI 1.11, 98.87) when compared to other participants. Acceptability of an EHR tool was high; future research should investigate barriers and evaluate the effectiveness of such a tool.
Topics: Humans; HIV Infections; Electronic Health Records; Male; Female; Chicago; Feasibility Studies; Adult; Health Personnel; Middle Aged; Retention in Care; Attitude of Health Personnel
PubMed: 38928919
DOI: 10.3390/ijerph21060671 -
Foods (Basel, Switzerland) Jun 2024Against the backdrop of continuous socio-economic development, there is a growing concern among people about food quality and safety. Individuals are increasingly...
Against the backdrop of continuous socio-economic development, there is a growing concern among people about food quality and safety. Individuals are increasingly realizing the critical importance of healthy eating for bodily health; hence the continuous rise in demand for detecting food pollution. Simultaneously, the rapid expansion of global food trade has made people's pursuit of high-quality food more urgent. However, traditional methods of food analysis have certain limitations, mainly manifested in the high degree of reliance on personal subjective judgment for assessing food quality. In this context, the emergence of artificial intelligence and biosensors has provided new possibilities for the evaluation of food quality. This paper proposes a comprehensive approach that involves aggregating data relevant to food quality indices and developing corresponding evaluation models to highlight the effectiveness and comprehensiveness of artificial intelligence and biosensors in food quality evaluation. The potential prospects and challenges of this method in the field of food safety are comprehensively discussed, aiming to provide valuable references for future research and practice.
PubMed: 38928877
DOI: 10.3390/foods13121936