BACKGROUND: Proper documentation is essential for patient care. The popularity of artificial intelligence (AI) offers the potential for improvements in neurosurgical note-writing. The study aimed to assess how AI can optimize documentation in neurosurgical procedures.
METHODS: Thirty-six notes were included. All identifiable data were removed. Essential information, such as perioperative data and diagnosis, was sourced from these notes. ChatGPT 4.0 was trained to draft notes from surgical vignettes using each surgeon\'s note template. One hundred forty-four surveys, with a surgeon or AI note, were shared with three surgeons to evaluate accuracy, content, and organization using a five-point scale. Accuracy was the factual correctness. Content was the comprehensiveness. Organization was the arrangement of the note. Flesch-Kincaid Grade Level (FKGL) and Flesch Reading Ease (FRE) scores quantified each note\'s readability.
RESULTS: The mean AI accuracy (4.44) was not different from the mean surgeon accuracy (4.33, p = 0.512). The mean AI content (3.73) was lower than the mean surgeon content (4.42, p < 0.001). The mean AI organization (4.54) was greater than the mean surgeon organization (4.24, p = 0.064). The mean AI note\'s FKGL (13.13) was greater than the mean surgeon FKGL (9.99, p <0.001). The mean AI FRE (21.42) was lower than the mean surgeon FRE (41.70, p <0.001).
CONCLUSIONS: AI notes were on par with surgeon notes in accuracy and organization, but lacked in content. Additionally, AI notes utilized language at an advanced reading level. These findings underscore the potential for ChatGPT to enhance the efficiency of neurosurgery documentation.

OBJECTIVE: To assess the completeness and accuracy of neonatal resuscitation documentation the electronic medical record (EMR) compared with a data capture system including video STUDY DESIGN: Retrospective observational study of 226 infants assessed for resuscitation at birth between April 2019 and October 2021 at Sharp Mary Birch Hospital, San Diego. Completeness was defined as the presence of documented resuscitative interventions in the EMR. We assessed the timing and frequency of interventions to determine the accuracy of the EMR documentation using video recordings as an objective record for comparison. Inaccuracy of EMR documentation was scored as missing (not documented), underreported, or overreported.
RESULTS: Overall, the completeness of resuscitation interventions documented in the EMR was high (85-100%), but the accuracy of documentation varied between 39-100% Modes of respiratory support were accurately captured in 96-100% of the EMRs. Time to successful intubation (39%) and maximum FiO2 (47%) were the least accurately documented interventions in the EMR. Underreporting of interventions with several events (eg, number of positive pressure ventilation events and intubation attempts) were also common errors in the EMR.
CONCLUSIONS: The self-reported modes of respiratory support were accurately documented in the EMR whereas the timing of interventions was inaccurate when compared with video recordings. The use of a video capture system in the delivery room provided a more objective record of the timing of specific interventions during neonatal resuscitations.

Little is known about clinical documentation for youth exposed to parental justiceinvolvement (e.g., parole, probation, jail, prison). We reviewed the electronic health records of 100 youth with at least one mention of parental incarceration between 2011-2019 from a large Midwestern pediatric hospital-based institution to describe clinical documentation and health characteristics. Within the sample, youth more commonly experienced incarceration of a father-identified figure (68%) as opposed to a mother-identified figure (32%). Seventeen percent (17%) of the youth were between zero and four years of age when clinicians documented exposure to a parent\'s incarceration. Nearly one-third of youth charts had no documentation regarding service referrals or follow-up from providers upon disclosure of parental incarceration. Few clinician documentation details were present related to the context of parental justice involvement (timing, type, and duration). Future research is needed to better understand the intersection of parental justice involvement and child health and service connection.

Purpose: The purpose of this study was to explore the perceived value of clinical photographs for traumatic dental injuries (TDIs). Methods: A survey was sent to members of the American Academy of Pediatric Dentistry (AAPD). The survey collected respondents\' responses to case-based questions with and without photographs, and opinions about the value of photography for TDI. Results: A total of 496 respondents (5.8 percent response) completed the survey. Overall, no significant difference in correct answers was observed between cases with and without a photograph (P=0.09). The majority of respondents (82.2 percent) agreed that photographs should be taken for the management of TDIs, with 88.7 percent stating that the photographs aided in the diagnosis of TDIs. The majority of respondents acknowledged the time-saving (80.9 percent) and legal importance (77.0 percent) of photographs. Conclusion: Photographs should be taken in the management of traumatic dental injuries when possible for history and documentation purposes.

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OBJECTIVE: Personal and professional development (PPD) is an essential focus of pharmacy school curriculum in developing future pharmacists. This manuscript describes the creation, implementation, and data collection of a PPD Activity Tracker in a pharmacy curriculum.
METHODS: Previously, in \"Standards 2016\" and currently in \"Standards 2025\", colleges of pharmacy are tasked with documenting how students achieve PPD throughout their academic careers. Therefore, the PPD course directors developed a PPD Activities Tracker to provide student pharmacists a central location to document curriculum and co-curricular activities as they matriculate through the pharmacy program. The tracker was created using an electronic survey platform. Eleven activity categories were established, and students noted whether the activity was directed toward personal and/or professional development. The purpose of the tracker was to create a repository for student documentation of their PPD-promoting experiences and to provide a mechanism for individual and cohort reporting for assessment and accreditation.
RESULTS: Student pharmacists from two class cohorts entered 3254 PPD activities into the tracker over a two-year period. All PPD categories were tracked with the highest attended activities, including personal development & self-care (19%) and self-reflection (19%); the next highest category was interprofessional education/collaboration (15%). Students noted that most PPD activities enhanced their personal and professional development (49%), while personal development only and professional development only were 31% and 19%, respectively. The students \"highly recommended\" (72%) most tracked PPD activities, while 26% of activities were \"recommended.\" Individual student and class cohort data were also readily accessible.
CONCLUSIONS: The PPD tracker created a central, easily accessible, and organized storehouse for successfully collecting curricular and co-curricular PPD activities throughout the student pharmacist\'s career. The data from this tracker could easily be collected and sorted individually as a class cohort or for an individual student pharmacist.

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This case commentary considers unique features of medical-legal partnerships (MLPs) in the Veterans Health Administration that may potentially mediate and minimize ethical tensions that may arise in MLP collaborations involving diagnosing and documenting disability.

BACKGROUND: Intraoperative neurophysiological monitoring (IOM) plays a pivotal role in enhancing patient safety during neurosurgical procedures. This vital technique involves the continuous measurement of evoked potentials to provide early warnings and ensure the preservation of critical neural structures. One of the primary challenges has been the effective documentation of IOM events with semantically enriched characterizations. This study aimed to address this challenge by developing an ontology-based tool.
METHODS: We structured the development of the IOM Documentation Ontology (IOMDO) and the associated tool into three distinct phases. The initial phase focused on the ontology\'s creation, drawing from the OBO (Open Biological and Biomedical Ontology) principles. The subsequent phase involved agile software development, a flexible approach to encapsulate the diverse requirements and swiftly produce a prototype. The last phase entailed practical evaluation within real-world documentation settings. This crucial stage enabled us to gather firsthand insights, assessing the tool\'s functionality and efficacy. The observations made during this phase formed the basis for essential adjustments to ensure the tool\'s productive utilization.
RESULTS: The core entities of the ontology revolve around central aspects of IOM, including measurements characterized by timestamp, type, values, and location. Concepts and terms of several ontologies were integrated into IOMDO, e.g., the Foundation Model of Anatomy (FMA), the Human Phenotype Ontology (HPO) and the ontology for surgical process models (OntoSPM) related to general surgical terms. The software tool developed for extending the ontology and the associated knowledge base was built with JavaFX for the user-friendly frontend and Apache Jena for the robust backend. The tool\'s evaluation involved test users who unanimously found the interface accessible and usable, even for those without extensive technical expertise.
CONCLUSIONS: Through the establishment of a structured and standardized framework for characterizing IOM events, our ontology-based tool holds the potential to enhance the quality of documentation, benefiting patient care by improving the foundation for informed decision-making. Furthermore, researchers can leverage the semantically enriched data to identify trends, patterns, and areas for surgical practice enhancement. To optimize documentation through ontology-based approaches, it\'s crucial to address potential modeling issues that are associated with the Ontology of Adverse Events.

In New York State, the Health Care Proxy Law allows patients to designate a person they trust to make medical decisions on their behalf should they lose the capacity to do so. In an Intensive Care Unit (ICU) setting, identification of a health care proxy (HCP) is especially important as patients are at heightened risk of losing decision-making capacity during their clinical course. While our hospital has guidelines to solicit and correctly document the patient\'s HCP information, it is not routinely done. Missing or incomplete HCP documentation is a prevalent issue, with lack of patient education, physical document issues, and time and workflow constraints commonly cited as barriers. We describe the implementation of a small-scale quality improvement project to increase the percentage of completed HCP documentation in our ICU through multi-faceted interventions targeting education, workflow, access, and technology.