We demonstrate that the key components of cognitive architectures (declarative and procedural memory) and their key capabilities (learning, memory retrieval, probability judgment, and utility estimation) can be implemented as algebraic operations on vectors and tensors in a high‐dimensional space using a distributional semantics model. High‐dimensional vector spaces underlie the success of modern machine learning techniques based on deep learning. However, while neural networks have an impressive ability to process data to find patterns, they do not typically model high‐level cognition, and (...) it is often unclear how they work. Symbolic cognitive architectures can capture the complexities of high‐level cognition and provide human‐readable, explainable models, but scale poorly to naturalistic, non‐symbolic, or big data. Vector‐symbolic architectures, where symbols are represented as vectors, bridge the gap between the two approaches. We posit that cognitive architectures, if implemented in a vector‐space model, represent a useful, explanatory model of the internal representations of otherwise opaque neural architectures. Our proposed model, Holographic Declarative Memory (HDM), is a vector‐space model based on distributional semantics. HDM accounts for primacy and recency effects in free recall, the fan effect in recognition, probability judgments, and human performance on an iterated decision task. HDM provides a flexible, scalable alternative to symbolic cognitive architectures at a level of description that bridges symbolic, quantum, and neural models of cognition. (shrink)

As a profession, librarians have proclaimed an ethical duty to ensure access to information for all people. However, many barriers exist to fulfilling this duty, including varying levels of education and technology around the globe, the cost of obtaining research information, and the concentration of scholarly publishing in English. This article outlines these barriers, concluding with a call to action for librarians to advocate for multilingual Open Access, to foster international scholarly communities, and to champion Internet access for all.

Over the last century, and especially since the publication of the Belmont Report in 1978, respect for persons, as exemplified by respect for autonomous decision-making, has become a central tenet in the practice of medicine. The authority of cognitively competent adults to make their own healthcare decisions is enshrined in both law and practice in most advanced industrialized nations. The right to consent to or to refuse medical interventions is virtually absolute, but is contingent on the provision of materially relevant (...) information about the benefits and burdens or risks of the proposed treatment as well as the freedom from coercion by others, especially healthcare personnel. This power also extends to the kinds, amounts and details of the proposed intervention, including the option to decline to hear anything, if one so chooses, assuming that this is a rational choice. This respect transfers to other competent individuals who are authorized as surrogates to decide for those who have temporarily or permanently lost the capacity to make their own healthcare decisions. (shrink)

Interpretations of family carer empowerment in much nursing research, and in home‐care practice and policy, rarely attend explicitly to families’ choice or control about the nature, extent or length of their involvement, or control over the impact on their own health. In this article, structural empowerment is used as an analytic lens to examine home‐care nurses’ interactions with families in one Western Canadian region. Data were collected from 75 hrs of fieldwork in 59 interactions (18 nurses visiting 16 families) and (...) interviews with 12 nurses and 11 family carers. Generally, nurses prioritized client empowerment, and their practice with families appeared oriented to supporting their role and needs as carers (i.e. rather than as unique individuals beyond the caring role), and reinforcing the caring role through validation and recognition. Although families generally expressed appreciation for these interactions, a structural empowerment lens illustrates how the broad context of home care shapes the interpretation and practice of empowerment in ways that can, paradoxically, be disempowering for families. Opportunities to effectively support family choice and control when a client is being cared for at home are discussed. (shrink)

Hookups are uncommitted sexual encounters that range from kissing to intercourse and occur between individuals in whom there is no current dating relationship and no expressed or acknowledged expectations of a relationship following the hookup. Research over the last decade has begun to focus on hooking up among adolescents and young adults with significant research demonstrating how alcohol is often involved in hooking up. Given alcohol’s involvement with hooking up behavior, the array of health consequences associated with this relationship, as (...) well as its increasing prevalence from adolescence to young adulthood, it is important to determine the predictors and consequences associated with alcohol-related hooking up. The current review extends prior reviews by adding more recent research, including both qualitative and experimental studies (i.e. expanding to review more diverse methods), research that focuses on the use of technology in alcohol-related hookups (i.e. emerging issues), further develops prevention and intervention potentials and directions, and also offers a broader discussion of hooking up outside of college student populations (i.e., expanding generalization). This article will review the operationalization and ambiguity of the phrase hooking up, the relationship between hooking up and alcohol use at both the global and event levels, predictors of alcohol-related hooking up, and both positive and negative consequences, including sexual victimization, associated with alcohol-related hookups. Throughout, commentary is provided on the methodological issues present in the field, as well as limitations of the existing research. Future directions for research that could significantly advance our understanding of hookups and alcohol use are provided. (shrink)

The proto-code of ethics and conduct for European nurse directors was developed as a strategic and dynamic document for nurse managers in Europe. It invites critical dialogue, reflective thinking about different situations, and the development of specific codes of ethics and conduct by nursing associations in different countries. The term proto-code is used for this document so that specifically country-orientated or organization-based and practical codes can be developed from it to guide professionals in more particular or situation-explicit reflection and values. (...) The proto-code of ethics and conduct for European nurse directors was designed and developed by the European Nurse Directors Association’s (ENDA) advisory team. This article gives short explanations of the code’ s preamble and two main parts: Nurse directors' ethical basis, and Principles of professional practice, which is divided into six specific points: competence, care, safety, staff, life-long learning and multi-sectorial working. (shrink)

The moral/conventional task has been widely used to study the emergence of moral understanding in children and to explore the deficits in moral understanding in clinical populations. Previous studies have indicated that moral transgressions, particularly those in which a victim is harmed, evoke a signature pattern of responses in the moral/conventional task: they are judged to be serious, generalizable and not authority dependent. Moreover, this signature pattern is held to be pan‐cultural and to emerge early in development. However, almost all (...) the evidence for these claims comes from studies using harmful transgressions of the sort that primary school children might commit in the schoolyard. In a study conducted on the Internet, we used a much wider range of harm transgressions, and found that they do not evoke the signature pattern of responses found in studies using only schoolyard transgressions. Paralleling other recent work, our study provides preliminary grounds for skepticism regarding many conclusions drawn from earlier research using the moral/conventional task. (shrink)

Residency selection is a challenging process for medical students, one further complicated in the USA by the recentDobbs v Jackson Women’s Health Organization(Dobbs) decision over-ruling the federal right to abortion. We surveyed medical students to examine howDobbsis influencing the ideological, personal and professional factors they must reconcile when choosing where and how to complete residency.Between 6 August and 22 October 2022, third-year and fourth-year US medical students applying to US residency programmes were surveyed through social media and direct outreach to (...) medical schools. Analysis of quantitative and qualitative data from 494 responses was performed to assess downstream effects ofDobbson residency applicants’ family, health and career choices.Most respondents said changes in abortion access would likely or very likely influence their decision regarding location of considered residency programme (76.9%), where to start a family (72.2%) and contraceptive planning for them or their partner (57.9%). Cis-gender females were more influenced byDobbsregarding where (5 (4, 5) p<0.001) and when (3 (3, 5) p<0.001) to start a family. In qualitative responses, medical trainees highlighted the importance of abortion access for their patients, themselves and their loved ones.Medical trainees are incorporating state abortion access into their residency programme choices. Future physicians care about both the quality of care they will be able to provide and their own health. For personal and professional reasons, reproductive healthcare access is now a key factor in residency match decisions. (shrink)

The emergence of the “4th Industrial Revolution,” i.e. the convergence of artificial intelligence, the Internet of Things, advanced materials, and bioengineering technologies, could accelerate socioeconomic insecurities and anxieties or provide beneficial alternatives to the status quo. In the post-Covid-19 era, the entities that are best positioned to capitalize on these innovations are large firms, which use digital platforms and big data to orchestrate vast ecosystems of users and extract market share across industry sectors. Nonetheless, these technologies also have the potential (...) to democratize ownership, broaden political-economic participation, and reduce environmental harms. We articulate the potential sociotechnical pathways in this high-stakes crossroads by analyzing cellular agriculture, an exemplary 4th Industrial Revolution technology that synergizes computer science, biopharma, tissue engineering, and food science to grow cultured meat, dairy, and egg products from cultured cells and/or genetically modified yeast. Our exploration of this space involved multi-sited ethnographic research in both the cellular agriculture community and alternative economic organizations devoted to open source licensing, member-owned cooperatives, social financing, and platform business models. Upon discussing how these latter approaches could potentially facilitate alternative sociotechnical pathways in cellular agriculture, we reflect upon the broader implications of this work with respect to the 4th Industrial Revolution and the enduring need for public policy reform. (shrink)

Background: Pulsed dye laser is the gold standard for treatment of port-wine stain birthmarks but multiple treatments are required and complete resolution is often not achieved. Posttreatment vessel recurrence is thought to be a factor that limits efficacy of PDL treatment of PWS. Imiquimod 5% cream is an immunomodulator with antiangiogenic effects. Objective: We sought to determine if application of imiquimod 5% cream after PDL improves treatment outcome. Methods: Healthy individuals with PWS were treated with PDL and then randomized to (...) apply posttreatment placebo or imiquimod 5% cream for 8 weeks. Chromameter measurements for 57 PWS sites were taken at baseline and compared with measurements taken 8 weeks posttreatment. The Δa and ΔE were measured to quantify treatment outcome. Results: Two patients developed minor skin irritation. Other adverse effects were not noted. Average a was 0.43 for PDL + placebo sites and 1.27 for PDL + imiquimod sites indicating a greater reduction in erythema with imiquimod. Average E was 2.59 for PDL + placebo and 4.08 for PDL + imiquimod, again indicating a greater color improvement with imiquimod. Limitations: Effects were evaluated after a single treatment and duration of effect is unknown. Conclusion: Combined selective photothermolysis and antiangiogenic therapy may enhance PWS treatment efficacy. © 2011 by the American Academy of Dermatology, Inc. (shrink)

In their target article, Conley et al. (2023) appropriately highlight the ongoing conceptual and practical opacity of public engagement (PE) in the translation of human gene editing (HGE) (Conley e...

Background: Clinical genomic implementation studies pose challenges for informed consent. Consent forms often include complex language and concepts, which can be a barrier to diverse enrollment, and these studies often blur traditional research-clinical boundaries. There is a move toward self-directed, web-based research enrollment, but more evidence is needed about how these enrollment approaches work in practice. In this study, we developed and evaluated a literacy-focused, web-based consent approach to support enrollment of diverse participants in an ongoing clinical genomic implementation study. (...) Methods: As part of the Cancer Health Assessments Reaching Many (CHARM) study, we developed a web-based consent approach that featured plain language, multimedia, and separate descriptions of clinical care and research activities. CHARM offered clinical exome sequencing to individuals at high risk of hereditary cancer. We interviewed CHARM participants about their reactions to the consent approach. We audio recorded, transcribed, and coded interviews using a deductively and inductively derived codebook. We reviewed coded excerpts as a team to identify overarching themes. Results: We conducted 32 interviews, including 12 (38%) in Spanish. Most (69%) enrolled without assistance from study staff, usually on a mobile phone. Those who completed enrollment in one day spent an average of 12 minutes on the consent portion. Interviewees found the information simple to read but comprehensive, were neutral to positive about the multimedia support, and identified increased access to testing in the study as the key difference from clinical care. Conclusions: This study showed that interviewees found our literacy-focused, web-based consent approach acceptable; did not distinguish the consent materials from other online study processes; and valued getting access to testing in the study. Overall, conducting empirical bioethics research in an ongoing clinical trial was useful to demonstrate the acceptability of our novel consent approach but posed practical challenges. (shrink)

Meaning holism says that the meaning of an expression depends on all of its inferential connections. This dissertation defends this view from the objections that its grounds are infirm and that any theory of meaning holism faces insuperable difficulties. I argue that there are indeed compelling Quinean grounds for holism . I explicate the debate between Quine and Carnap over the status of analyticity, concluding that Quine is right to deny the distinction between inferences that are constitutive of expression meanings (...) and inferences that are merely empirical. The upshot is that all inferences are constitutive of meaning. Coupled with confirmation holism---the claim that all statements in a system of beliefs are holistically inferentially connected---meaning holism follows. I then argue that holism allows for communication even though it entails that communicants do not share the meanings of their expressions . In Chapter 5, I demonstrate how holism is reconcilable with the compositionality of language, thus denying the criticism that their incompatibility presents a prima facie case against holism. After responding to criticisms of holism, I provide a model of the interdependent structure of meaning constituting inferential relations among sentences in terms of conditional subjective probabilities, and I explain how the theory accounts for the normativity of meaning . I then defend a crucial assumption that underlies the entire dissertation, namely, that the meaning of an expression is in fact constituted by the inferences in which it figures . I argue that transparent self-knowledge is an essential feature of meaning, and show how self-knowledge lends itself to inferential role semantics. Chapter 8 takes a critical look at other meaning theories. I argue that denotational views either neglect the significance of behavior explanation in the theory of meaning, or they face the same difficulties that holism encounters, in which case they offer no advantage over holism. Internalist accounts of meaning, on the other hand, unjustifiably invoke ordinary external objects as semantic values. But without this illicit appeal to external objects, they tell us little about the meanings of expressions. (shrink)

Emotion dysregulation (ED) is a vulnerability factor for affective disorders that may originate from deficits in cognitive control (CC). Although measures of ED are often designed to assess trait-like tendencies, the extent to which such measures capture a time-varying (TV) or state-like construct versus a time-invariant (TI) or trait-like personality characteristic is unclear. The link between the TV and TI components of ED and CC is also unclear. In a 6-wave, 5-month longitudinal study, community participants (n = 1281) completed the (...) Difficulties in Emotion Regulation Scale (DERS-16), a commonly used measure of ED and measures of CC. A latent variable (trait-state-occasion) model showed that the proportion of TI factor variance (.80) was greater than the TV factor variance (.19). Although TV factor stability was significant, the coefficients were small in magnitude. Furthermore, regression weights for the ED TI factor (average β = −.62) were significant and larger than those for the TV factor (average β = −.10) in predicting latent CC at each of the six-time points. These findings suggest that ED, as assessed by the DERS-16, is largely TI and this TI component is more strongly linked to CC than the TV component. (shrink)

Randomized controlled trial trial designs exist on an explanatory-pragmatic spectrum, depending on the degree to which a study aims to address a question of efficacy or effectiveness. As conceptualized by Schwartz and Lellouch in 1967, an explanatory approach to trial design emphasizes hypothesis testing about the mechanisms of action of treatments under ideal conditions, whereas a pragmatic approach emphasizes testing effectiveness of two or more available treatments in real-world conditions. Interest in, and the number of, pragmatic trials has grown substantially (...) in recent years, with increased recognition by funders and stakeholders worldwide of the need for credible evidence to inform clinical decision-making. This increase has been accompanied by the onset of learning healthcare systems, as well as an increasing focus on patient-oriented research. However, pragmatic trials have ethical challenges that have not yet been identified or adequately characterized. The present study aims to explore the views of key stakeholders with respect to ethical issues raised by the design and conduct of pragmatic trials. It is embedded within a large, four-year project that seeks to develop guidance for the ethical design and conduct of pragmatic trials. As a first step, this study will address important gaps in the current empirical literature with respect to identifying a comprehensive range of ethical issues arising from the design and conduct of pragmatic trials. By opening up a broad range of topics for consideration within our parallel ethical analysis, we will extend the current debate, which has largely emphasized issues of consent, to the range of ethical considerations that may flow from specific design choices. Semi-structured interviews with key stakeholders, across multiple jurisdictions, identified based on their known experience and/or expertise with pragmatic trials. We expect that the study outputs will be of interest to a wide range of knowledge users including trialists, ethicists, research ethics committees, journal editors, regulators, healthcare policymakers, research funders and patient groups. All publications will adhere to the Tri-Agency Open Access Policy on Publications. (shrink)

Meat is a multi-billion-dollar industry that relies on people performing risky physical work inside meat-processing facilities over long shifts in close proximity. These workers are socially disempowered, and many are members of groups beset by historic and ongoing structural discrimination. The combination of working conditions and worker characteristics facilitate the spread of SARS-CoV-2, the virus that causes COVID-19. Workers have been expected to put their health and lives at risk during the pandemic because of government and industry pressures to keep (...) this “essential industry” producing. Numerous interventions can significantly reduce the risks to workers and their communities; however, the industry’s implementation has been sporadic and inconsistent. With a focus on the U.S. context, this paper offers an ethical framework for infection prevention and control recommendations grounded in public health values of health and safety, interdependence and solidarity, and health equity and justice, with particular attention to considerations of reciprocity, equitable burden sharing, harm reduction, and health promotion. Meat-processing workers are owed an approach that protects their health relative to the risks of harms to them, their families, and their communities. Sacrifices from businesses benefitting financially from essential industry status are ethically warranted and should acknowledge the risks assumed by workers in the context of existing structural inequities. (shrink)

The number of homebound individuals in the United States is on the rise, causing health-care professionals to expand in-home health services to help meet the increased demand. Due to the prevalence of feelings of isolation and depression in this population, it is imperative that mental health professionals join this effort to increase access to mental health services. Delivering psychotherapy in clients’ homes presents many advantages to these homebound individuals, but there is a dearth of literature addressing how therapists should handle (...) unique ethical issues that arise in this type of setting. This article addresses ethical considerations and guidelines for in-home provision of mental health services. General ethical issues related to home-based psychotherapy include boundaries, confidentiality and privacy, competency, insurance coverage, and autonomy. Issues pertaining to different categories of homebound individuals, including persons with agoraphobia, chronic illnesses, and older adults, are then discussed in turn. Recommendations on how to best manage these issues by applying the American Psychological Association’s, the American Counseling Association’s, and the National Association of Social Workers’ Ethics Codes are provided. (shrink)

In this open peer commentary, we categorize the possible “neuroscience in national security” definitions of misuse of science and identify which, if any, are uniquely presented by advances in neuroscience. To define misuse, we first define what we would consider appropriate use: the application of reasonably safe and effective technology, based on valid and reliable scientific research, to serve a legitimate end. This definition presents distinct opportunities for assessing misuse: misuse is the application of invalid or unreliable science, or is (...) the use of reliable scientific methods to serve illegitimate ends. Ultimately, we conclude that while national security is often a politicized issue, assessing the state of scientific progress should not be. (shrink)

Media use is a pervasive aspect of children’s home experiences but is often not considered in studies of the home learning environment. Media use could be detrimental to children’s language and literacy skills because it may displace other literacy-enhancing activities like shared reading and decrease the quantity and quality of caregiver-child interaction. Thus, the current study asked whether media use is associated with gains in children’s language and literacy skills both at a single time point and across a school year (...) and whether age moderates any association. Children (N = 1583) were from preschool through third grade classrooms and language and literacy skills were measured in the fall and spring of the school year. Parents reported how much time their child spends using media on a typical school day. Regression analyses showed that using 4 hours or more of media was related to lower literacy gains, but not to language gains. Multilevel models conducted as a robustness check showed that this effect did not hold when accounting for classroom. In neither set of models was there an interaction between age and media use. Single-time-point models did show some associations that did not manifest in more stringent models, highlighting the limitations of correlational designs that do not have measures of children’s skills over time. Given the concern and popular press coverage around children’s media use, it is important to acknowledge nonsignificant effects in this domain. These nonsignificant associations suggest that societal fears around children’s media use may be exaggerated. Notably, however, characteristics of children’s media use, like educational content or adult co-use, may moderate any effects. The relation between media use and language and literacy growth did not differ across the age range investigated suggesting that, within this range, younger children are not more vulnerable to detrimental effects. (shrink)

From co-authored publications to sponsored projects involving multiple partner institutions, collaborative practice is an expected part of work in the academy. As evaluators of a National Science Foundation Alliances for Graduate Education and the Professoriate grant awarded to four university partners in a large southern state, the authors recognized the increasing value of collaborative practice in the design, implementation, evaluation, and dissemination of findings in the partnership over time. When planning a program among partnering institutions, stakeholders may underestimate the need (...) for, and value of, collaborative practice in facilitating partnership functioning. This method paper outlines an evaluative model to increase the use of collaborative practice in funded academic partnership programs. The model highlights collaborative practice across multiple stakeholder groups in the academic ecology: Sponsors of funded programs, Program partners and participants, Assessment and evaluation professionals, academic researchers, and the national and global Community. The SPARC model emphasizes evidence-based benefits of collaborative practice across multiple outcome domains. Tools and frameworks for evaluating collaborative practice take a view of optimizing partnership operational performance in achieving stated goals. Collaborative practice can also be an integral element of program activities that support the academic success and scholarly productivity, psychosocial adjustment, and physical and psychological well-being of stakeholders participating in the program. Given the goal of our alliance to promote diversification of the professoriate, the model highlights the use of collaborative practice in supporting stakeholders from groups historically underrepresented in STEM fields across these outcome domains. Using data from a mixed-methods program evaluation of our AGEP alliance over 4 years, the authors provide concrete examples of collaborative practice and their measurement. Results discuss important themes regarding collaborative practice that emerged in each stakeholder group. Authors operationalize the SPARC model with a checklist to assist program stakeholders in designing for and assessing collaborative practice in support of project goals in funded academic partnership projects, emphasizing the contributions of collaborative practice in promoting diversification of the professoriate. (shrink)