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Despite bilateral hippocampal damage dating to the perinatal or early childhood period and severely impaired episodic memory, patients with developmental amnesia continue to exhibit well‐developed semantic memory across the developmental trajectory. Detailed information on the extent and focality of brain damage in these patients is needed to hypothesize about the neural substrate that supports their remarkable capacity for encoding and retrieval of semantic memory. In particular, we need to assess whether the residual hippocampal tissue is involved in this preservation, or whether the surrounding cortical areas reorganize to rescue aspects of these critical cognitive memory processes after early injury. We used voxel‐based morphometry (VBM) analysis, automatic (FreeSurfer) and manual segmentation to characterize structural changes in the brain of an exceptionally large cohort of 23 patients with developmental amnesia in comparison with 32 control subjects. Both the VBM and the FreeSurfer analyses revealed severe structural alterations in the hippocampus and thalamus of patients with developmental amnesia. Milder damage was found in the amygdala, caudate, and parahippocampal gyrus. Manual segmentation demonstrated differences in the degree of atrophy of the hippocampal subregions in patients. The level of atrophy in CA‐DG subregions and subicular complex was more than 40%, while the atrophy of the uncus was moderate (−24%). Anatomo‐functional correlations were observed between the volumes of residual hippocampal subregions in patients and selective aspects of their cognitive performance, viz, intelligence, working memory, and verbal and visuospatial recall. Our findings suggest that in patients with developmental amnesia, cognitive processing is compromised as a function of the extent of atrophy in hippocampal subregions. More severe hippocampal damage may be more likely to promote structural and/or functional reorganization in areas connected to the hippocampus. In this hypothesis, different levels of hippocampal function may be rescued following this variable reorganization. Our findings document not only the extent, but also the limits of circuit reorganization occurring in the young brain after early bilateral hippocampal damage. [ABSTRACT FROM AUTHOR]

Objectives: Natural language processing (NLP) represents one of the adjunct technologies within artificial intelligence and machine learning, creating structure out of unstructured data. This study aims to assess the performance of employing NLP to identify and categorize unstructured data within the emergency medicine (EM) setting. Methods: We systematically searched publications related to EM research and NLP across databases including MEDLINE, Embase, Scopus, CENTRAL, and ProQuest Dissertations & Theses Global. Independent reviewers screened, reviewed, and evaluated article quality and bias. NLP usage was categorized into syndromic surveillance, radiologic interpretation, and identification of specific diseases/events/syndromes, with respective sensitivity analysis reported. Performance metrics for NLP usage were calculated and the overall area under the summary of receiver operating characteristic curve (SROC) was determined. Results: A total of 27 studies underwent meta‐analysis. Findings indicated an overall mean sensitivity (recall) of 82%–87%, specificity of 95%, with the area under the SROC at 0.96 (95% CI 0.94–0.98). Optimal performance using NLP was observed in radiologic interpretation, demonstrating an overall mean sensitivity of 93% and specificity of 96%. Conclusions: Our analysis revealed a generally favorable performance accuracy in using NLP within EM research, particularly in the realm of radiologic interpretation. Consequently, we advocate for the adoption of NLP‐based research to augment EM health care management. [ABSTRACT FROM AUTHOR]

Background: Artificial intelligence (AI) offers a promising solution to expedite various phases of the systematic review process such as screening. Objective: We aimed to assess the accuracy of an AI tool in identifying eligible references for a systematic review compared to identification by human assessors. Methods: For the case study (a systematic review of knowledge translation interventions), we used a diagnostic accuracy design and independently assessed for eligibility a set of articles (n = 300) using human raters and the AI system DistillerAI (Evidence Partners, Ottawa, Canada). We analysed a series of 64 possible confidence levels for the AI's decisions and calculated several standard parameters of diagnostic accuracy for each. Results: When set to a lower AI confidence threshold of 0.1 or greater and an upper threshold of 0.9 or lower, DistillerAI made article selection decisions very similarly to human assessors. Within this range, DistillerAI made a decision on the majority of articles (93–100%), with a sensitivity of 1.0 and specificity ranging from 0.9 to 1.0. Conclusion: DistillerAI appears to be accurate in its assessment of articles in a case study of 300 articles. Further experimentation with DistillerAI will establish its performance among other subject areas. [ABSTRACT FROM AUTHOR]

This study advances Surface Inspection (SI) in display panel manufacturing using a data‐centric approach, addressing high gray zone rates and data discrepancies. We employed a data flywheel method with dual labeling to improve dataset quality. Results show expanded automated coverage and enhanced classification, reducing defect leakage, demonstrating AI's impact in smart manufacturing processes. [ABSTRACT FROM AUTHOR]

Background: Existing patient-reported outcome measures (PROMs) for chronic rhinosinusitis (CRS) use a variety of recall periods and response scales to assess CRS symptom burden. Global perspectives of CRS patients regarding optimal recall periods and response scales for CRS PROMs are unknown. Methods: This was a multi-center, cross-sectional study recruiting 461 CRS patients from sites across the United States, Saudi Arabia, New Zealand, and Austria. Participants chose which CRS symptom recall period (1 day, 2 weeks, 1 month, >1 month) was most reflective of their current disease state and upon which to best base treatment recommendations (including surgery). Participants also chose which of six response scales (one visual analogue scale and five Likert scales ranging from four to eight items) was easiest to use, understand, and preferred. Results: A plurality of participants (40.0%) felt their CRS symptoms' current state was best reflected by a 1-month recall period. However, most patients (56.9%) preferred treatment recommendations to be determined by symptoms experienced over a >1 month period. The four- and five-item Likert scales were the easiest to understand (26.0% and 25.4%, respectively) and use (23.4% and 26.7%, respectively). The five-item (26.4% rating it most preferred and 70.9% rating it preferred) and four-item Likert (22.3% rating it most preferred and 56.4% rating it preferred) response scales were most preferred. Conclusion: Future PROMs for CRS should consider assessment of symptoms over a 1-month period and use a four- or five-itemLikert response scale to reflect global patient preferences. These findings also inform interpretation of current CRS PROMs. [ABSTRACT FROM AUTHOR]

Objective: Using young adults' retrospective reports, the current study examines the moderating effects of parental differential treatment (PDT) on the association between family cohesion and sibling relationship quality during adolescence. Background: Sibling relationships in adolescence carry great implications for individual development. However, little is known about the potential interactions between family cohesion and PDT on sibling affection and hostility. Method: Retrospective data were collected from 325 young adults (M = 19.50 years, SD = 1.25) who recalled family of origin experiences with parents and a target sibling closest to their age. Results: Family cohesion was positively associated with sibling affection and negatively associated with sibling hostility. Additionally, fathers' differential control attenuated the relationship between cohesion and sibling affection and both mothers' and fathers' differential affection attenuated the relationship between cohesion and sibling hostility. Conclusion: Findings on the main effects suggest that perceived family cohesion is a crucial factor that promotes better sibling relationships (i.e., higher affection and lower hostility). However, offspring's perceptions of PDT can affect the relationship between family cohesion and sibling relationship quality, such that extreme levels of parents' (especially fathers') differential affection and control weaken the association. The significant moderation emerged with differences in parental sex (i.e., mother and father) and PDT dimensions (i.e., affection and control). Implications: To help siblings engage in more affectionate and fewer hostile interactions, parents (especially fathers) should consciously work to provide equal treatment toward their offspring and work on providing more contextual information when they have to show differentiation. [ABSTRACT FROM AUTHOR]

Mental context reinstatement (MCR) is a key part of the cognitive interview. However, police face challenges delivering MCR in real‐life situations. Over the years, modifications have been made to make MCR more user‐friendly for officers and ensure witness engagement. The current study evaluates the impact of vocalizing MCR generations aloud on mock‐witness's immediate and delayed recollections. Participants watched a staged multiple‐car collision and were interviewed about it the next day. Half verbalized mental images aloud (aMCR), while the other half kept them silent in their minds (cMCR). After a week, participants took part in a delayed recall attempt. No significant differences in immediate recall performance were found. During the delayed recall, participants who engaged in aMCR previously recalled significantly more and more correct details than those who received cMCR. aMCR might lead to more coherent representations in working memory, resulting in improved consolidation and better future recall. [ABSTRACT FROM AUTHOR]

Children are interviewed to provide information about past events in various contexts (e.g., police interviews, court proceedings, therapeutic interviews). During an interview, various factors may influence the accuracy of children's responses to questions about recent events. However, behavioral research in this area is limited. Sparling et al. (2011) showed that children frequently provided inaccurate responses to questions about video clips they just watched depending on the antecedents (i.e., the way a question was asked) and consequences (i.e., the response of the interviewer to their answers). In the current study, we replicated and extended the procedures reported by Sparling et al. and found that two of five children were sensitive to the various antecedents and consequences that we manipulated. Our findings indicate a need for more research in this area to determine the relevant environmental variables that affect children's response accuracy. [ABSTRACT FROM AUTHOR]

Introduction: Fecal incontinence (FI) is characterized by both irregular and unpredictable bowel symptoms. An accurate history of symptoms is important for diagnosis and guiding management. Whether a patient's history of bowel symptoms is reliable or if there is recall bias is unknown. Aim: To evaluate the accuracy of FI symptoms based on patient's recall compared with a prospective stool diary. Methods: FI (Rome IV) patients completed a bowel questionnaire that included leakage episodes and stool consistency. Subsequently they completed a one‐week FI stool diary. Agreement and correlation between historical recall and stool diary were compared. Results: One hundred patients participated. On average they reported 12 bowel movements (BMs) and five FI episodes per week. Fifty‐two percent had completed under‐graduation, 33% high school and 15% postgraduation. Using recall, 23% of patients accurately reported the number of FI episodes, whereas 41% underestimated and 36% overestimated its prevalence compared to the FI diary. Similarly, the concordance for the number of BMs was 30%, urgency was 54%, amount of stool leakage was 16%, and stool consistency was 12.5%. The concordance for nocturnal FI events, use of pads and lack of stool awareness were 63%, 75%, and 66.6% respectively. Conclusion: There is poor concordance for key bowel symptoms including the number of FI episodes as reported by FI patients, suggesting significant recall bias. Thus, historical recall of chronic FI symptoms may be less accurate. A prospective stool diary could provide more accurate information for the evaluation of FI patients. [ABSTRACT FROM AUTHOR]

Previous research on incidental memory in everyday settings has shown that frequent exposure to stimuli does not guarantee accurate representation in memory. In two studies, we explored the memory and metamemory of car brand logos using recall (drawing) and recognition tasks (Study 1) or a naming task (Study 2). The results showed that memory accuracy for logos was modest in the recall and recognition tasks; nevertheless, the participants' accuracy in naming the visually displayed car logos was almost perfect. The participants showed overconfidence in their ability to recall and recognize car logos prior to their performance, which was adjusted after completing the recall task. Overconfidence was absent in the naming tasks. These results replicate the modest visual memory and metacognitive adjustments in recall and recognition tasks found in previous studies and contrast with participants' better memory performance and metacognitive adjustments in the naming task. [ABSTRACT FROM AUTHOR]