Artificial Intelligence Large Language Models Address Anterior Cruciate Ligament Reconstruction: Superior Clarity and Completeness by Gemini Compared to ChatGPT-4 in Response to American Academy of Orthopedic Surgeons Clinical Practice Guidelines.

PURPOSE: To assess the ability of ChatGPT-4 and Gemini to generate accurate and relevant responses to the 2022 American Academy of Orthopaedic Surgeons (AAOS) clinical practice guidelines for ACLR. METHODS: Responses from ChatGPT-4 and Gemini to prompts derived from all 15 AAOS guidelines were evaluated by seven fellowship trained orthopedic sports medicine surgeons using a structured questionnaire assessing five key characteristics on a scale from 1-5. The prompts were categorized into three areas: Diagnosis and Preoperative Management, Surgical Timing and Technique, and Rehabilitation and Prevention. Statistical analysis included mean scoring, standard deviation, and two-sided t-tests to compare the performance between the two LLMs. Scores were then evaluated for inter-rater reliability (IRR). RESULTS: Overall, both LLMs performed well with means scores > 4 for the five key characteristics. Gemini demonstrated superior performance in overall clarity (4.848 ± 0.36 vs 4.743 ± 0.481, p = 0.034), but all other characteristics demonstrated non-significant differences (p = >0.05). Gemini also demonstrated superior clarity in the surgical timing and technique (p= 0.038) as well as the prevention and rehabilitation (p= 0.044) sub-categories. Additionally, Gemini had superior performance completeness scores in the rehabilitation and prevention sub-category (p= 0.044), but no statistically significant differences were found amongst the other sub-categories. The overall IRR was found to be 0.71 (moderate). CONCLUSION: Both Gemini and ChatGPT-4 demonstrate an overall good ability to generate accurate and relevant responses to question prompts based on the 2022 AAOS clinical practice guidelines for ACLR. However, Gemini demonstrated superior clarity in multiple domains in addition to superior completeness for questions pertaining to rehabilitation and prevention. CLINICAL RELEVANCE: The current study addresses a current gap in the LLM and ACLR literature by comparing the performance of ChatGPT-4 to Gemini, which is growing in popularity with more than 300 million individual uses in May 2024 alone. Moreover, the results demonstrated superior performance of Gemini in both clarity and completeness, which are critical elements of a tool being used by patients for educational purposes. Additionally, the current study uses question prompts based on the AAOS CPG which may be used as a method of standardization for future investigations on performance of LLM platforms. For these reasons, the authors believe that the results of the current study would be of interest to both the readership of Arthroscopy and patients, alike.

Readability and Reliability of Online Information Regarding Patellar Instability.

BACKGROUND: Assessment of readability and reliability of online resources for orthopedic patients is an area of growing interest, but there is currently limited reporting on this topic for patellar instability (PI) and medial patellofemoral ligament reconstruction (MPFLR). METHODS: Utilizing the Searchresponse.io dataset, we analyzed inquiries related to PI and MPFLR. Readability and reliability were assessed using the Automated Reading Index, Flesch Reading Ease, and the JAMA benchmark criteria. RESULTS: Analysis of 363 frequently asked questions from 130 unique websites revealed a predominant interest in fact-based information. Readability assessments indicated that the average grade level of the resources was significantly higher than the 6th grade level and reliability varied between resources. CONCLUSION: Although the internet is an easily accessible resource, we demonstrate that PI and MPFLR resources are written at a significantly higher reading level than is recommended, and there is inconsistent reliability amongst resources with medical practice websites demonstrating the lowest reliability.

Incidence of Tibial Tubercle Fractures in Patients With and Without Osgood-Schlatter Disease.

BACKGROUND: Patients with Osgood-Schlatter disease (OSD) may be at increased risk of tibial tubercle fractures due to an underlying weakness of the tibial tubercle apophysis relative to the patellar tendon as a result of repetitive microtrauma. HYPOTHESIS/PURPOSE: The purpose of this study is to analyze the incidence of tibial tubercle fractures in patients with and without Osgood-Schlatter disease. We hypothesized that the incidence of tibial tubercle fractures would be higher in patients with Osgood-Schlatter disease. METHODS: A retrospective cohort analysis of the PearlDiver database was performed by querying all patients diagnosed with Osgood-Schlatter disease between January 2010 and October 2022. An OSD cohort of 146,672 patients was captured using International Classification of Diseases, Ninth Revision (ICD-9), Tenth Revision (ICD-10) billing codes, and age as inclusion/exclusion criteria. The Student t test and the χ 2 analyses were used to compare the demographics and obesity between the OSD and control cohorts. Multivariable logistic regressions, controlling for residual differences in age, sex, and obesity, were used to compare rates of tibial tubercle fractures. RESULTS: Patients with a recent history of OSD were found to have higher rates of tibial tubercle fractures than the control group at all measured time points ( P <0.001). The 1-year rate of tibial tubercle fractures was 0.62% in the OSD group. The incidence of tibial tubercle fractures in the OSD group was 627.3 cases per 100,000 person-years compared with 42.7 cases per 100,000 person-years in the control group ( P <0.001). Male sex and obesity were also associated with an increased risk of sustaining a tibial tubercle fracture within these patient populations ( P <0.001). CONCLUSION: We report a significantly higher incidence of tibial tubercle fractures among patients with OSD compared with controls. This increase was most significant at 1 month following OSD diagnosis, however, held true for all measured time points. In addition, male patients and those with obesity were also noted to have increased incidence of tibial tubercle fractures regardless of an OSD diagnosis.

Nursing Informatics and Epigenetics: Methodological Considerations for Big Data Analysis.

Nursing informatics requires an understanding of patient-centered data and clinical workflow, and epigenetic research requires an understanding of data analysis. The purpose of this article is to document the methodology that nursing informatics specialists can use to conduct epigenetic research and subsequently strengthen patient-centered care. A pilot study of a secondary methylation data analysis using The Cancer Genome Atlas data from individuals with colon cancer is utilized to illustrate the methodology. The steps for conducting the study using public and free resources are discussed. These steps include finding a data source; downloading and analyzing differentially methylated regions; annotating differentially methylated region, gene ontology and function analysis; and reporting results. A model of epigenetic testing workflow is provided, as is a list of publicly available data and analysis sources that can be used to conduct epigenetic research.

Osteoarthritis in the Upper Extremity.

Osteoarthritis is a common cause of morbidity in an increasingly aging population. Although the weight-bearing joints of the leg and foot are frequently affected by osteoarthritis, degenerative changes in the joints of the upper extremity are likewise common and can be both particularly debilitating for affected individuals and uniquely challenging for the health care providers managing it. The present review seeks to overview the epidemiology, anatomy, diagnosis, and management of osteoarthritis in the joints of the shoulder, elbow, and hand with the intent of providing accessible and relevant information to the range of medical professionals involved in patient care.

Barriers and facilitators to the engagement of physical activity among Black and African American cancer survivors during and after treatments.

PURPOSE: To identify physical activity (PA) barriers and facilitators among Black and African American (Black/AA) cancer survivors that should be considered in future PA intervention development for this population. METHODS: A community advisory board (CAB) of Black/AA cancer survivors and patient advocates guided in-depth qualitative interviews (n = 19) that were completed via telephone using a semi-structured interview guide. Interviews were transcribed verbatim, and data were analyzed using directed content analysis to detail a report of PA barriers and facilitators during and after cancer treatment. The CAB reviewed and interpreted these barriers and facilitators to identify the final results. RESULTS: Survivors (n = 19) of nine different types of cancer completed interviews. PA barriers during cancer treatments included physical and psychological suffering. PA barriers after cancer treatments included social and environmental constraints (e.g., lack of access needed for PA, safety concerns, and competing priorities). PA facilitators both during and after cancer treatments included family support, faith, and support from other survivors. PA facilitators during treatment also included feeling better after doing PA, setting realistic and flexible goals, and gaining a sense of control of one's health by striving for PA goals. CONCLUSIONS: To increase PA among Black/AA cancer survivors, PA interventions are needed that address structural barriers, include the role of faith, leverage family support, highlight the psychological benefits of PA, and use goal setting.

Recurrence of Hamstring Injuries and Risk Factors for Partial and Complete Tears in the National Football League: An Analysis From 2009-2020.

PURPOSE: To (1) characterize hamstring injury (HSI) recurrence rates across the 2009-2010 to 2019-2020 NFL seasons and (2) to identify HSI recurrence risk factors among positions and determine the weekly return to play (RTP) recurrence risk. We hypothesized that older players, skill position players, and players returning to play faster were most at risk. METHODS: Public data from the 2009-2010 to 2019-2020 seasons were reviewed to identify HSIs. Player characteristics were collected before and two seasons following injury. A week-by-week analysis of recurrence risk was evaluated with linear and logarithmic trendlines of the best fit. RESULTS: A total of 2075 HSI were identified with a mean age of 26.2 years (20.0-43.0), BMI of 29.6 (22.7-43.5), and 3.4 seasons of experience (0-17), with 1826 strains (88.0%), 236 partial tears (11.3%), and 13 complete tears (0.63%). Of the 2075 injuries, 796 (38.4%) were recurrent, with 247 (11.9%) being a same-season reinjury. Logistic regression found that fewer weeks before RTP, in-game injury, and lower BMI were risk factors for same-season recurrence. For any recurrence, logistic regression identified more recent year of injury, lower BMI, and longer playing experience as significant risk factors. Wide receivers were found to be at risk for same-season recurrence. For any-season recurrence, defensive backs, linebackers, running backs, tight ends, and wide receivers were at risk. Week-by-week recurrence analysis determined the greatest risk to be when players returned within 2 weeks (13.4%). CONCLUSIONS: There is a high rate of HSI recurrence in the NFL. Risk factors for same-season injury include shorter time to RTP, in-game injury, lower BMI, and playing wide receiver. Risk factors for any-season recurrence were more recent year of injury, lower BMI, longer playing experience, and playing defensive back, linebacker, running back, tight end, or wide receiver. The greatest risk factor for HSI recurrence was RTP within 2 weeks.

Development of a Community Advisory Board to Guide Research About Cancer Disparities in the Black and African American Community.

BACKGROUND: Researchers who aim to serve a community (i.e., racial, gender, ethnic group) of which they are not a part must do foundational work to understand that community and build intentional, thoughtful collaborations with the community to guide their work. OBJECTIVES: This article aims to share a case exemplar of the formation period of a community advisory board (CAB) that conducts research focused on improving health equity in the Black and African American community. METHODS: CAB development has three phases: formation, operation, and maintenance. Previous work has described and provided best practices for each phase. This article focused on the first phase, formation. Guided by critical race theory, with guidance from her mentor, a researcher partnered with a research assistant and a community health educator to develop a CAB. Details of their processes-which apply to the formation of other CABs-are presented. DISCUSSION: During the board formation period, the major focus has been relationship building and developing a shared mission: "To work in partnership with researchers at the University of North Carolina to reduce cancer disparities in Black/African American communities by informing research and program development. As a liaison between the community and researchers, the Community Advisory Board will identify community needs, promote evidence-based interventions and information, raise awareness about health disparities in communities, and educate researchers." CAB formation is nuanced and unique, dependent upon the nature of the research to be conducted and the characteristics of the community and researchers. This case exemplar provides valuable insights to other researchers working to build community partnerships.

Obesity-Associated Differentially Methylated Regions in Colon Cancer.

Obesity with adiposity is a common disorder in modern days, influenced by environmental factors such as eating and lifestyle habits and affecting the epigenetics of adipose-based gene regulations and metabolic pathways in colorectal cancer (CRC). We compared epigenetic changes of differentially methylated regions (DMR) of genes in colon tissues of 225 colon cancer cases (154 non-obese and 71 obese) and 15 healthy non-obese controls by accessing The Cancer Genome Atlas (TCGA) data. We applied machine-learning-based analytics including generalized regression (GR) as a confirmatory validation model to identify the factors that could contribute to DMRs impacting colon cancer to enhance prediction accuracy. We found that age was a significant predictor in obese cancer patients, both alone (p = 0.003) and interacting with hypomethylated DMRs of ZBTB46, a tumor suppressor gene (p = 0.008). DMRs of three additional genes: HIST1H3I (p = 0.001), an oncogene with a hypomethylated DMR in the promoter region; SRGAP2C (p = 0.006), a tumor suppressor gene with a hypermethylated DMR in the promoter region; and NFATC4 (p = 0.006), an adipocyte differentiating oncogene with a hypermethylated DMR in an intron region, are also significant predictors of cancer in obese patients, independent of age. The genes affected by these DMR could be potential novel biomarkers of colon cancer in obese patients for cancer prevention and progression.

Performance After Concussion in National Basketball Association Players.

Background: Concussions have received national attention in collision sports such as football, soccer, and hockey, but less focus has been placed on basketball. Purpose: To determine return-to-play (RTP) and player performance in the first and second season after concussion in National Basketball Association (NBA) players. Study Design: Descriptive epidemiology study. Methods: An online database of publicly available NBA athlete injuries was queried for instances of "concussion" between 2010 and 2018. The age at injury, team, position, height, weight, body mass index, NBA experience, date of concussion, date of return, and seasons played postconcussion was recorded for each player. Regular-season statistics (games started, games played, minutes played, and player efficiency rating [PER]) were compiled for the season before, and 2 seasons immediately after, injury. Kaplan-Meier survivorship plots were computed for athlete RTP and retirement endpoints. Results: A total of 81 injuries were identified from 2010 to 2018, with a rate of 2.0 concussions per 100 player-years. Overall RTP was 100% after concussion, with nearly all (88%) returning in the season of injury; 12% of players experienced a season-ending concussion. RTP averaged 37.3 days after injury, varying widely (range, 2-291 days). Compared with preinjury season (78.0%), athletes played in significantly fewer overall games in the season of injury (36.6%; P < .0001), as well as 1 (69.5%; P = .0229) and 2 seasons postinjury (73.2%; P = .3192). PER scores were not significantly different across the study period. Each point increase in a player's preinjury PER score was associated with a 2.4% decrease in PER from the preinjury season to season of injury (P = .0016) and a 3.1% decrease from preinjury to season after injury (P = .0053). Each increasing year of age or year of experience was associated with 5% decline in PER score at 1 season after injury. Conclusion: NBA players had a high RTP after concussion, with most returning in the same season as the injury. Players sustaining concussions played significantly fewer games for at least 2 seasons after injury. Performance via PER did not change across the entire cohort; however, players with higher preinjury PER, and older players were more likely to sustain a greater decline in performance after injury.

Traumatic Fibular Loss Managed with a Free Vascularized Fibular Graft: A Case Report.

CASE: A 25-year-old man involved in a jet skiing accident experienced a traumatic excision of his distal fibula in conjunction with other lower extremity injuries. He subsequently underwent a reconstruction of his lateral malleolus using an ipsilateral free vascularized fibular graft (FVFG) from his proximal fibular shaft, resulting in a preserved and stabilized ankle joint at 1 year. CONCLUSION: Traumatic distal fibular excision is a rare injury that can be successfully managed using an FVFG, with fusion of the distal syndesmosis and a symmetric ankle mortise observed at the 1-year follow-up.

Lower extremity injuries in the baseball athlete.

Baseball is unique in its multiple facets: pitching, hitting, base rounding, and fielding are distinct activities that require different athletic skills to perform at a high level. Likewise, these different aspects of the game can contribute to a multitude of varying injuries. While high-velocity overhead throwing, along with batting, can produce a plethora of upper extremity injuries that often garner attention, injuries to the lower extremity can severely impact a player's performance and ability to compete. The rigors of the short, explosive sprinting required for base running, as well as the dynamic movement required for fielding, create ample opportunity for lower limb injury, and even subtle pathology can affect a pitcher's ability to perform or increase their long-term risk of injury. Chronic injury from conditions such as femoroacetabular impingement and hip labral tears can also occur. The purpose of the present review is to summarize the relevant epidemiology, pathophysiology, and treatment of lower extremity injuries in baseball athletes, with reference to current research into the prevention and management of such injuries.

The Weekend Warrior: Common Shoulder and Elbow Injuries in the Recreational Athlete.

"Weekend warriors" are recreational athletes who compress their physical activity into 1-2 weekly exercise sessions. These individuals are generally older than the conventionally discussed athlete, and can live otherwise sedentary lifestyles that contribute to limited opportunities for regular exercise. The combination of high-energy physical activity with relative deconditioning, as well as older age and a potential history of competitive athletic play, can predispose these weekend warriors to a plethora of sports injuries. The shoulder and elbow are dynamically involved in a multitude of common recreational sports, such as baseball, softball, tennis, golf, and volleyball, and forms of casual exercise, such as swimming or climbing. A lack of proper conditioning and supplemental training in weekend warriors, particularly in comparison to elite athletes in these respective sports, can contribute to the development of both acute and chronic conditions of the shoulder and elbow. Inconsistency in physical activity can minimize the prominence of symptoms, leading patients to delayed presentations with injuries that severely impact their ability to engage in their exercise of choice, and therefore remain active at all. This narrative review aims to present the etiology, presentation, and management of common shoulder and elbow injuries that may afflict this patient population. Prevention strategies will also be discussed.

Alternatives to Knee Braces.

Knee braces continue to be a widely utilized piece of medical equipment, ranging from simple over the counter sleeves to more complex functional braces, with the ability to provide electrical stimulation to muscle groups. Despite their popularity, alternatives to knee braces exist for patients who find braces to be ineffective, uncomfortable, cumbersome, or overly expensive. While high-quality studies are lacking for modalities such as neoprene sleeves, compression stockings, and kinesiotaping, there is promising evidence that these interventions can confer an element of stability and pain relief for a variety of knee pathologies both with regard to acute and chronic injuries as well as in the postoperative rehabilitation period. While no "holy grail" exists for the ideal brace, or bracing alternative, it is important for providers to be aware of the options available to patients as well as the current evidence for these various modalities, so that the provider can best guide musculoskeletal care.

Defining the contemporary epidemiology and return to play for high ankle sprains in the National Football League.

BACKGROUND: High ankle sprains and syndesmotic injuries are commonly sustained by National Football League players, yet there is apaucity of literature reporting the incidence, risk factors and return to play (RTP) rates for these injuries. The purpose of this study is to examine the epidemiology and trends in incidence of high ankle sprains across 11 NFL seasons. METHODS: Publicly available data from the 2009-2010 through 2019-20 seasons were reviewed to identify injuries and collect player characteristics and return to play. Incidence of high ankle injuries was calculated per 10,000 athlete-exposures. Linear regression was performed for incidence of injuries. Risk factors for failure to RTP were identified through multivariate logistic regression, controlling foryear of injury, player position, body mass index (BMI), age at injury, and years of experience before injury. RESULTS: A total of 533 high ankle sprains were identified in 498 players at an average age of 25.8 ± 3.1 and average BMI of 31.8 ± 4.6. The annual incidence of high ankle sprains in the NFL increased at alinear rate of 0.067per 10,000 player exposures (R2 = 0.3357) in 2009, to 1.75per 10,000 player exposures to 2.49 in 2019-20. Most injuries were in offensive players (304/533 injuries, 57.0%). Overall, 89.7% (478/533) of players returned to play; average RTP time was 80.5 ± 132.9 days. Defensive players had afaster RTP (68.1 ± 114.6 days) compared to offensive players (90.1 ± 144.8 days) (p = 0.084). Higher age at injury was found to increase the risk of failure to RTP (p = 0.0088). CONCLUSION: RTP rate was high following high ankle sprain aamongNFL players at 90%, with an average recovery period of 11 weeks. Defensive players experience RTP faster than offensive players. Future studies are needed to determine performance outcomes following RTP, along with which patients might benefit from surgery.

Orthopedic manifestations of child abuse.

Child abuse is common in the United States but is often undetected. The incidence of this form of abuse is difficult to quantify, but children with a history of abuse are at risk of chronic health conditions. Medical providers are in the unique position of triaging trauma patients and differentiating unintentional from abusive trauma, as well as having the important position of being a mandated reporter of abuse in all states. Obtaining a detailed history and screening for risk factors can help identify children at risk of abuse. Certain orthopedic injuries may be related to abuse, which may trigger clinical suspicion and lead to further workup or intervention. By increasing awareness, through medical provider education and increased screening, earlier detection of abuse may prevent more serious injuries and consequences. This review evaluates current literature regarding the orthopedic manifestations of child abuse in hopes of increasing medical provider awareness. IMPACT: Child abuse is common in the United States but often remains undetected. Medical professionals are in the unique position of evaluating trauma patients and identifying concerns for abusive injuries. Certain orthopedic injuries may raise concern for abuse triggering clinical suspicion and further workup or intervention.

Performance After Anterior Cruciate Ligament Reconstruction in National Basketball Association Players.

BACKGROUND: Anterior cruciate ligament (ACL) injury in National Basketball Association (NBA) players can have a significant impact on player longevity and performance. Current literature reports a high rate of return to play, but there are limited data on performance after ACL reconstruction (ACLR). PURPOSE/HYPOTHESIS: To determine return to play and player performance in the first and second seasons after ACLR in NBA players. We hypothesized that players would return at a high rate. However, we also hypothesized that performance in the first season after ACLR would be worse as compared with the preinjury performance, with a return to baseline by postoperative year 2. STUDY DESIGN: Case series; Level of evidence, 4. METHODS: An online database of NBA athlete injuries between 2010 and 2019 was queried using the term ACL reconstruction. For the included players, the following data were recorded: name; age at injury; position; height, weight, and body mass index; handedness; NBA experience; dates of injury, surgery, and return; knee affected; and postoperative seasons played. Regular season statistics for 1 preinjury season and 2 postoperative seasons were compiled and included games started and played, minutes played, and player efficiency rating. Kaplan-Meier survivorship plots were computed for athlete return-to-play and retirement endpoints. RESULTS: A total of 26 athletes underwent ACLR; of these, 84% (95% CI, 63.9%-95.5%) returned to play at a mean 372.5 days (95% CI, 323.5-421.5 days) after surgery. Career length after injury was a mean of 3.36 seasons (95% CI, 2.27-4.45 seasons). Factors that contributed to an increased probability of return to play included younger age at injury (odds ratio, 0.71 [95% CI, 0.47-0.92]; P = .0337) and fewer years of experience in the NBA before injury (odds ratio, 0.70 [95% CI, 0.45-0.93]; P = .0335). Postoperatively, athletes played a significantly lower percentage of total games in the first season (48.4%; P = .0004) and second season (62.1%; P = .0067) as compared with the preinjury season (78.5%). Player efficiency rating in the first season was 19.3% less than that in the preinjury season (P = .0056). Performance in the second postoperative season was not significantly different versus preinjury. CONCLUSION: NBA players have a high rate of RTP after ACLR. However, it may take longer than a single season for elite NBA athletes to return to their full preinjury performance. Younger players and those with less NBA experience returned at higher rates.

Malpractice Litigation Involving Chiropractic Spinal Manipulation.

OBJECTIVE: To evaluate the relationship between chiropractic spinal manipulation and medical malpractice using a legal database. METHODS: The legal database VerdictSearch was queried using the terms "chiropractor" OR "spinal manipulation" under the classification of "Medical Malpractice" between 1988 and 2018. Cases with chiropractors as defendants were identified. Relevant medicolegal characteristics were obtained, including legal outcome (plaintiff/defense verdict, settlement), payment amount, nature of plaintiff claim, and type and location of alleged injury. RESULTS: Forty-eight cases involving chiropractic management in the United States were reported. Of these, 93.8% (n = 45) featured allegations involving spinal manipulation. The defense (practitioner) was victorious in 70.8% (n = 34) of cases, with a plaintiff (patient) victory in 20.8% (n = 10) (mean payment $658,487 ± $697,045) and settlement in 8.3% (n = 4) (mean payment $596,667 ± $402,534). Overaggressive manipulation was the most frequent allegation (33.3%; 16 cases). A majority of cases alleged neurological injury of the spine as the reason for litigation (66.7%, 32 cases) with 87.5% (28/32) requiring surgery. C5-C6 disc herniation was the most frequently alleged injury (32.4%, 11/34, 83.3% requiring surgery) followed by C6-C7 herniation (26.5%, 9/34, 88.9% requiring surgery). Claims also alleged 7 cases of stroke (14.6%) and 2 rib fractures (4.2%) from manipulation therapy. CONCLUSIONS: Litigation claims following chiropractic care predominately alleged neurological injury with consequent surgical management. Plaintiffs primarily alleged overaggressive treatment, though a majority of trials ended in defensive verdicts. Ongoing analysis of malpractice provides a unique lens through which to view this complicated topic.

Orthopedic Manifestations of Abuse.

Intimate partner violence and elder abuse are common in the United States but often remain undetected. The incidence of these forms of abuse is difficult to quantify, but those with a history of abuse are at risk of chronic health conditions. Physicians are in a unique position of triaging trauma patients and differentiating unintentional from abusive trauma in patients. Certain orthopedic injuries, in particular, may be related to abuse, which may trigger clinical suspicion and lead to further workup or intervention. By increasing awareness, through physician education and increased screening, earlier detection of abuse may prevent more serious injuries and consequences. Therefore, this review evaluates current literature regarding the orthopedic manifestations of abuse in hopes of increasing physician awareness.