Articles: cations.
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Anesthesia and analgesia · Nov 2024
Assessing the Utility of a Machine-Learning Model to Assist With the Assignment of the American Society of Anesthesiology Physical Status Classification in Pediatric Patients.
The American Society of Anesthesiologists Physical Status Classification System (ASA-PS) is used to classify patients' health before delivering an anesthetic. Assigning an ASA-PS Classification score to pediatric patients can be challenging due to the vast array of chronic conditions present in the pediatric population. The specific aims of this study were to (1) suggest an ASA-PS score for pediatric patients undergoing elective surgical procedures using machine-learning (ML) methods; and (2) assess the impact of presenting the suggested ASA-PS score to clinicians when making their final ASA-PS assignment. The intent was not to create a new ASA-PS score but to use ML methods to generate a suggested score, along with information on how the score was generated (ie, historical information on patient comorbidities) to assist clinicians when assigning their final ASA-PS score. ⋯ ML derivation of predicted pediatric ASA-PS scores was successful, with a strong agreement between predicted and clinician-entered ASA-PS scores. Presentation of predicted ASA-PS scores was associated with revision in final scoring for 1-in-10 pediatric patients.
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Multicenter Study
Multinational Analysis of Marginal Liver Grafts Based on the Eurotransplant Extended Donor Criteria.
To evaluate the outcome of marginal liver grafts based on the Eurotransplant extended criteria donor (ECD) criteria. ⋯ The outcome of transplanted grafts from higher risk donors was nearly equal to standard donors with Eurotransplant criteria failing to predict survival of marginal grafts. Modifying ECD criteria could improve graft allocation and potentially expand the donor pool.
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Traumatic hemothorax (HTX) is often managed with tube thoracostomy (TT); however, TT carries a high complication rate. In 2017, a guideline was implemented at our Level I trauma center to observe traumatic HTX 300 mL or less in patients who are hemodynamically stable. We hypothesized that this guideline would decrease TT placement without increasing observation failure rates. ⋯ The implementation of the 300-mL guideline led to a decrease in TT placement without increasing observation failure or complication rates.
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Anesthesia and analgesia · Nov 2024
Multicenter StudyContribution of Coordination Theories to the Determination of Human Factors Associated With Operating Room Perceived Performance.
The efficient and fluid organization of surgical interventions in an operating room (OR) and operating suite (OS) is important as these are among the most expensive units to run in medical-surgical facilities. The complexity of OS organization requires careful coordination, defined here as the directing of individuals' efforts toward achieving common and explicitly recognized goals. There is currently sparse literature on OS coordination, especially in the French context. This study aimed to respond to this gap by reporting on the coordination mechanisms associated with the perceived performance of OS across 4 facilities in an urban setting in France. ⋯ Based on existing literature on multi-team systems (as represented in the OS organization), this study identifies success factors influencing OS coordination. These include the OS manager's leadership skills; the identification of formal system objectives; and professional differentiation between stakeholders (absence/decrease of a sense of belonging to a multi-team system). This differentiation was related to the high degree of specialization within OS teams, each bringing different norms, cultures, and contingencies that induce dissonance in organization and task performance. Interventions targeting these success factors might improve coordination, and thus performance, in the OS.
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Minerva anestesiologica · Nov 2024
Randomized Controlled TrialEffect of non-invasive bilateral sphenopalatine ganglion block on postoperative pain in patients undergoing septorhinoplasty surgery: a randomized controlled study.
The objective of this study was to assess the impact of preoperative sphenopalatine ganglion block (SPGB) on postoperative pain and assess intraoperative and postoperative analgesic consumption in patients undergoing septorhinoplasty. ⋯ We advocate for the adoption of the noninvasive SPGB method in patients undergoing septorhinoplasty surgery. This approach significantly reduces the need for intraoperative analgesics, alleviates postoperative pain, and reduces the demand for postoperative analgesics. Moreover, it improves the overall surgical experience because of its ease of application, contributing to a more comfortable surgical process.