GPT-4 passes the bar exam.

In this paper, we experimentally evaluate the zero-shot performance of GPT-4 against prior generations of GPT on the entire uniform bar examination (UBE), including not only the multiple-choice multistate bar examination (MBE), but also the open-ended multistate essay exam (MEE) and multistate performance test (MPT) components. On the MBE, GPT-4 significantly outperforms both human test-takers and prior models, demonstrating a 26% increase over ChatGPT and beating humans in five of seven subject areas. On the MEE and MPT, which have not previously been evaluated by scholars, GPT-4 scores an average of 4.

Legal hypergraphs.

Complexity science provides a powerful framework for understanding physical, biological and social systems, and network analysis is one of its principal tools. Since many complex systems exhibit multilateral interactions that change over time, in recent years, network scientists have become increasingly interested in modelling and measuring networks featuring . At the same time, while network analysis has been more widely adopted to investigate the structure and evolution of law as a complex system, the utility of dynamic higher-order networks in the legal domain has remained largely unexplored.

"It Becomes a Family I'm a Part of…We Get to Carry Each Other": Themes from Qualitative Interview of Patients Enrolled in an Inpatient Palliative Care Support Program for Adolescents and Young Adults.

The pediatric palliative care literature provides little evidence regarding the lived experiences of adolescents and young adults (AYAs). We sought to evaluate the aspects of a palliative care peer support program, which were most helpful to patients, and identify areas for improvement to better address their psychosocial needs. This was a retrospective, cross-sectional study, which described self-reported Streetlight program evaluation using thematic analysis of interviews with AYAs.

A Novel Palliative Care Peer Support Program for Adolescents and Young Adults: Survey and Factor Analytic Study.

Palliative care literature indicates a dearth of programs addressing the psychosocial needs of adolescents and young adults (AYAs). This study assessed patient-reported experiences of a palliative care peer support program, analyzed psychometric qualities of the program evaluation, and examined associations with quality-of-life scores to assess validity and potential impact on aspects of AYA quality of life. This retrospective, cross-sectional study described self-reported Streetlight program evaluation and quality of life of AYA patients, exploratory factor analysis of survey responses, and analysis of associations with quality of life.

Complex societies and the growth of the law.

While many informal factors influence how people interact, modern societies rely upon law as a primary mechanism to formally control human behaviour. How legal rules impact societal development depends on the interplay between two types of actors: the people who create the rules and the people to which the rules potentially apply. We hypothesise that an increasingly diverse and interconnected society might create increasingly diverse and interconnected rules, and assert that legal networks provide a useful lens through which to observe the interaction between law and society.

Sensitivity of collective outcomes identifies pivotal components.

A social system is susceptible to perturbation when its collective properties depend sensitively on a few pivotal components. Using the information geometry of minimal models from statistical physics, we develop an approach to identify pivotal components to which coarse-grained, or aggregate, properties are sensitive. As an example, we introduce our approach on a reduced toy model with a median voter who always votes in the majority.

A general approach for predicting the behavior of the Supreme Court of the United States.

Building on developments in machine learning and prior work in the science of judicial prediction, we construct a model designed to predict the behavior of the Supreme Court of the United States in a generalized, out-of-sample context. To do so, we develop a time-evolving random forest classifier that leverages unique feature engineering to predict more than 240,000 justice votes and 28,000 cases outcomes over nearly two centuries (1816-2015). Using only data available prior to decision, our model outperforms null (baseline) models at both the justice and case level under both parametric and non-parametric tests.

A policy in flux: New York State's evolving approach to human subjects research involving individuals who lack consent capacity.

American history has been rife with human subjects research scandals, particularly those that involve "vulnerable" populations. State and federal laws and regulations often do not provide any special oversight mechanisms or protections to ensure the ethical and safe inclusion of cognitively impaired adults in research. At the New York State level, repeated (and often unsuccessful) efforts have been made to regulate research involving individuals who lack consent capacity.

Biopharming, bananas and bureaucracy: the banana vaccine as a case study for products that straddle the definitional food/drug divide.

This paper examines the definition of the terms "food" and "drug" as used in the Food, Drug and Cosmetic Act through the lens of biopharmed products. The paper uses the so-called "banana vaccine" as a case study to highlight the problems that occur when attempting to regulate a product that could be safely used as a food or as a drug. Specifically, the examination of this model illustrates the problems in the current definitional scheme.

Whose business is your pancreas? Potential privacy problems in New York City's mandatory diabetes registry.

This article examines a recent New York City health regulation that mandates the compilation and storage of individual medical data from nearly all diabetics in a centralized registry. The authors distinguish this novel registry from prior health registries and scrutinize its potential to compromise individual privacy. In order to address privacy and other concerns, the authors offer suggestions for changes to the current statutory framework of the registry that will also be useful when considering the creation of similar public health registries in other cities.