United States

Background
Mental health disorders are associated with increased complication rates and poorer postoperative outcomes for multiple orthopedic procedures. This study aims to analyze the influence of diagnosed mental disorders on postoperative outcomes of individuals undergoing arthroscopic anterior cruciate ligament (ACL) reconstruction. 

Methods
Using the TriNetX global health network database, we evaluated postoperative outcomes of patients who underwent arthroscopic ACL reconstruction over a 20-year period. Patients with a documented mental health disorder (e.g., anxiety or depression) within 1 year preceding surgery were compared to patients without mental health disorders. The cohorts were propensity-matched for demographic and medical factors, including hypertension, type 2 diabetes, and obesity. Short- and longterm outcomes were evaluated within 90 days and 3 years postoperative, respectively. Chi-square analysis was performed to compare outcomes between the 2 cohorts. 

Results
A total of 8,351 patients with diagnosed mental health disorders were propensity-score matched at a 1:1 ratio with 82,127 patients without diagnosed mental health disorders. Within 90 days postoperative, patients with diagnosed mental health disorders demonstrated significantly higher odds of postoperative infection (P = 0.0042), lower limb mononeuropathy (P = 0.025), acute postoperative pain (P &lt; 0.0001), knee stiffness (P &lt; 0.0001), and emergency department visits (P &lt; 0.0001). Within 3 years postoperative, these patients had significantly higher odds of opioid abuse (P = 0.0015), knee pain (P &lt; 0.0001), patella fracture (P = 0.0008), and arthrocentesis/aspiration/injection (P = 0.0005), but significantly lower odds of ACL tear (P &lt; 0.0001) and repeat ACL reconstruction (P = 0.0033). 

Conclusion
Diagnosed mental health disorders were associated with increased shortand long-term postoperative complications following ACL reconstruction, but also demonstrated a potentially protective association with multiple postoperative outcomes, including decreased odds of additional ACL tears and reconstructions.

AMA Research Challenge 2024 

Diagnosed Mental Health Disorders are Associated With Higher Rates of Postoperative Complications, Additional Procedures, and Lower ACL Tears and Revisions Following Anterior Cruciate Ligament Reconstruction

Background
Mental health disorders are associated with increased complication rates and poorer postoperative outcomes for multiple orthopedic procedures. This study aims to analyze the influence of diagnosed mental disorders on postoperative outcomes of individuals undergoing arthroscopic anterior cruciate ligament (ACL) reconstruction. 

Methods
Using the TriNetX global health network database, we evaluated postoperative outcomes of patients who underwent arthroscopic ACL reconstruction over a 20-year period. Patients with a documented mental health disorder (e.g., anxiety or depression) within 1 year preceding surgery were compared to patients without mental health disorders. The cohorts were propensity-matched for demographic and medical factors, including hypertension, type 2 diabetes, and obesity. Short- and longterm outcomes were evaluated within 90 days and 3 years postoperative, respectively. Chi-square analysis was performed to compare outcomes between the 2 cohorts. 

Results
A total of 8,351 patients with diagnosed mental health disorders were propensity-score matched at a 1:1 ratio with 82,127 patients without diagnosed mental health disorders. Within 90 days postoperative, patients with diagnosed mental health disorders demonstrated significantly higher odds of postoperative infection (P = 0.0042), lower limb mononeuropathy (P = 0.025), acute postoperative pain (P < 0.0001), knee stiffness (P < 0.0001), and emergency department visits (P < 0.0001). Within 3 years postoperative, these patients had significantly higher odds of opioid abuse (P = 0.0015), knee pain (P < 0.0001), patella fracture (P = 0.0008), and arthrocentesis/aspiration/injection (P = 0.0005), but significantly lower odds of ACL tear (P < 0.0001) and repeat ACL reconstruction (P = 0.0033). 

Conclusion
Diagnosed mental health disorders were associated with increased shortand long-term postoperative complications following ACL reconstruction, but also demonstrated a potentially protective association with multiple postoperative outcomes, including decreased odds of additional ACL tears and reconstructions.

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Background: Patients undergoing total knee arthroplasty (TKA) and total hip arthroplasty (THA) often report fluctuations in pain levels associated with weather conditions. Despite common clinical observations, the literature on this relationship remains inconclusive. This study aims to evaluate the correlation between postoperative pain scores and weather parameters, considering demographic and comorbidity factors. 

Methods: A retrospective chart review was conducted on 558 patients from the University of Texas Medical Branch who underwent TKA or THA between January 1, 2020, and December 31, 2023. Inclusion criteria included patients without significant comorbidities affecting surgical outcomes. Postoperative pain scores, recorded using a numerical rating scale (NRS), were correlated with historical weather data (temperature, barometric pressure, humidity) from appointment dates. 

Results: The mean pain score reported was 3.87 (SD 3.0). Weather parameters, including temperature and barometric pressure, did not yield significant correlations or linear regression results with pain scores. Analysis revealed a significant negative correlation between age and pain scores (r = -0.293, p < 0.001), indicating that older patients reported lower pain levels. Body mass index (BMI) was positively correlated with pain scores (p < 0.05), while sex and race/ethnicity showed no significant associations (p > 0.05). Notably, mental health diagnoses significantly influenced pain ratings (p < 0.05). 

Conclusions: This study found no significant relationship between postoperative pain and weather parameters in TKA/THA patients, challenging common assumptions that weather significantly influences pain perception. However, age, BMI, and mental health were identified as significant factors affecting postoperative pain experiences. These findings underscore the need for personalized pain management strategies that account for individual patient characteristics rather than environmental factors.

Do Arthroplasty Patients Have Increased Weather-Related Pain Postoperatively?

Introduction: Patients with pre-existing psychiatric diagnoses have been reported to have suboptimal post operative outcomes in various surgical fields, however, few such studies exist in the orthopaedic surgery literature. The goal of this study was to examine the affect a pre-operative psychiatric diagnosis had on short-term post-operative outcomes in patients undergoing surgical fixation of a pelvic fracture. 

Methods: The American College of Surgeons – Trauma Quality Improvement Program (TQIP) was queried using ICD10 procedure codes to identify patients undergoing operative fixation of a pelvic fracture from 2017-2021. The patient cohort was stratified into two groups, those with a pre-existing psychiatric diagnosis versus those without a pre-existing psychiatric diagnosis. Psychiatric diagnoses included in the TQIP variable were schizophrenia, bipolar disorder, major depressive disorder, social anxiety disorder, posttraumatic stress disorder, and antisocial personality disorder. Our primary outcome measure was pooled infection rate. Secondary outcome measures included infections that comprised the pooled infection variable, as well as other post-operative sequela captured in the TQIP database. Outcome measures between the two cohorts were compared using chi-square and Fisher’s exact test. 

Results: A total of 107,748 patients undergoing pelvic fixation were identified, as well as 11,306 with a mental health/personality disorder at time of admission. Patients with pre-existing psychiatric diagnoses were more likely to also have comorbid conditions than those without a pre-existing psychiatric diagnosis. Furthermore, these patients were more likely to have a positive drug screen on admission compared to those without a pre-existing psychiatric diagnosis. In terms of overall infection, individuals with a pre-existing psychiatric diagnosis were more likely to experience infection overall, as well as dSSI, sSSI, organ space infection and osteomyelitis, compared to those without a psychiatric history (p<0.05).

Conclusions: Patients with pre-existing psychiatric diagnoses represent a unique and significant portion of patients undergoing pelvic fracture surgery. These patients are more likely to suffer from substance misuse and comorbid conditions at time of admission, thus requiring increased attention and optimization both before and following surgery to help mitigate risk of post-operative complications.

Do Patients with Pre-Existing psychiatric Diagnoses Experience Increased Rates of Post-Operative Complications Following Pelvic Fracture Surgery?

Background
The current study aimed to: (1) evaluate the prevalence of delays in first-start case times over the course of one year for trauma-related orthopedic surgery on weekends, (2) identify the cited cause for delay, and (3) estimate the cost created by delays identified in this study. We hypothesize that weekend days with first-start orthopedic trauma cases will experience delays more frequently that weekdays with similar cases.

Methods
An institutional database was used to query weekend first start OR cases from 2022-2023. Patients undergoing operative intervention for orthopedic trauma related hospital presentations were identified by retrospective chart review. Incidence and documented reasons for weekend first start cases were recorded. On-time first start case was defined as in-room time of 7:30AM.

Results
Of the 106 weekend days included in this study, 88 first-start cases were recorded, while 18 days did not have a first-start case that met the inclusion criteria outlined in this study. The mean time (AM =/- SD minutes) for assigned room, pre-op, surgeon ready, in room, OR ready, anesthesia ready, anesthesia start, and case start were 4:47 (± 2:14), 07:25 (± 0:56), 7:26 (± 0:38), 8:09 (± 0:38), 7:46 (±0:35), 8:26 (± 0:39), 8:07 (± 0:38), 8:50 (± 0:41) respectively. Of the possible causes, a reason was not recorded in 27% of cases. This was followed by patient factors, insufficient anesthesia coverage, transport, OR delays, surgeon factors, “weekend” as the stated reason, and pre-op delays. There was no notable difference in on-time first start cases based on weekend day or time of year. Of the 88 cases included in this study, the median “in room” time was 08:02. This represents a 32-minute delay based on the scheduled “in room” time of 07:30. When totaled over all 88 cases, this amounts to 2,816 minutes of delay, or roughly $84,000 in lost revenue, in first start orthopedic trauma cases on weekends in 2022. 

Conclusion

Our institution had 0% of weekend first-start cases start on time. The common occurrence of delays in weekend cases highlights the need for process improvement and schedule adjustment to maximize efficiency and personnel usage.


Evaluation of Causes and Financial Impact of Weekend Operating Room Delays at a Level 1 Trauma Center: A One-Year Retrospective Analysis

Abstract Title
Factors predictive of season-ending upper extremity injuries in MLB pitchers and the implementation of the pitch clock.

Background
The 2024 MLB season has seen high profile pitchers succumb to season ending upper extremity injuries (SEI), raising concerns regarding pitcher injuries. The sports community remains divided between factors such as the newly initiated pitch clock, banning of sticky substances and increasing pitch velocity as the main culprit. No study has yet demonstrated a correlation between any one factor and pitcher injuries. This study attempts to identify specific factors associated with season ending injuries in MLB pitchers.

Methods
A retrospective cohort study of all MLB pitchers from 2015–2023 was performed utilizing publicly available data on MLB injuries (prosportstransactions.com) and pitch-by-pitch metrics (baseballsavant.mlb.com). Pitcher demographics, average number of pitches thrown per game, and pitch-specific metrics were analyzed for each pitcher. Multivariable binary logistic regression was utilized to determine metrics predictive of SEI. Comparison of seasons surrounding the initiation of the pitch clock were done utilizing Pearson's Chi-squared test.

Results
6,569 pitcher-seasons were analyzed with 405 instances resulting in an SEI from the 2015 - 2023 seasons, excluding 2020. Multivariable logistic regression showed SEI is significantly associated with increasing number of pitches per game (OR, 1.011, 95% CI, 1.008-1.015, p < 0.001), pitch velocity (OR, 1.049, 95% CI, 1.009-1.091, p < 0.05) and acceleration (OR, 1.034, 95% CI, 1.003-1.065, p < 0.05) in the x-dimension. SEI’s were not associated with pitch release speed, release extension, velocity/acceleration in the y- or z-dimension or pitcher demographic measures (pitcher height, weight, BMI). SEI decreased significantly following initiation of the pitch clock from 50 (5.9%) in 2022 to 17 (2.0%) in 2023 (p<0.0001). SEI did not significantly change after banning of sticky substances.

Conclusion
Increasing SEI’s with increasing pitch count, velocity, and acceleration per game reflects an expected consequence of higher volume and faster pitching in the MLB year-over-year. The significant decrease in upper extremity SEI’s after introduction of the pitch clock could be due to anything from teams managing pitchers more carefully, to biomechanical differences with less rest between pitches. More seasons with the pitch clock will help elucidate the cause. Banning of sticky substances had no effect on injuries likely because sticky substance helps pitchers add spin and movement which are not associated with SEI’s. Further research is underway to evaluate injuries further by anatomic location and/or structure, as well as other positions.

Factors predictive of season-ending upper-extremity injuries in MLB pitchers and the implementation of the pitch clock

Background
Hip fractures present a significant public health challenge, with between 260,000 to
300,000 admissions for hip fractures in the US and projections of more than 500,000 per year by 2040. The rising incidence and substantial burden on healthcare systems necessitate proper evaluation and management of these already frail patients as hip fractures are associated with increased mortality and morbidity. Frailty scales have been used extensively within the orthopedic literature as a potential preoperative risk stratification tool. This study aims to compare the effectiveness of frailty as measured by the Revised Risk Analysis Index (RAI-rev) and the 5-Factor Modified Frailty Index (mFI-5) in predicting 30-day postoperative outcomes in surgically managed hip fracture.

Methods
The ACS-NSQIP database was queried for patients with a diagnosis of traumatic hip
fracture undergoing surgical intervention from (2011-2020). Frailty was assessed using the RAI-rev and mFI-5. Thirty-day outcomes included mortality, extended length of stay (eLOS) and non-home discharge (NHD). Multivariate analysis was conducted to assess predictive value of frailty scales, presented as odds ratio (OR). Discriminatory accuracy was assessed using Receiver operating characteristic (ROC) curve and quantified using C-statistic. Significance was determined by p<0.05.

Results
There were 160,446 patients included with a median age of 83 years, with 68.9% females and 91.86% white. The RAI-rev classified 16,175 patients as robust, 89,815 as normal, 46,531 as frail, and 7,925 as very frail. Multivariate analysis revealed increasing frailty as measured by the RAI-rev had greater odds for 30-day mortality (normal: OR 2.10 (1.73 -2.59), frail: OR 5.35 (4.35 - 6.63), very frail: OR 11.32 (9.13 - 14.13), p<0.001) than the mFI-5 (prefrail: OR 1.39 (1.29 - 1.50), frail: OR 2.15 (1.99 - 2.32) severely frail: OR 3.70 (3.39 -4.04) , p<0.001). ROC analysis demonstrated that compared to the mFI-5, the RAI-rev had superior discriminatory accuracy for 30-day mortality (RAI: 0.74, mFI-5: 0.62, p<0.001), eLOS (RAI-rev: 0.57, mFI-5: 0.56, p<0.001), and NHD (RAI-rev: 0.57, mFI-5: 0.54, p<0.001).

Conclusion
The RAI-rev demonstrated superior predictive capability and discriminatory accuracy for assessing 30-day mortality, eLOS, and NHD, when compared to the mFI-5. These findings support the use of the RAI-rev in preoperative risk assessment for hip fractures in an increasingly frail population. In doing so, surgeons may identify high risk patients missed without obvious multimorbidity, thus reducing postoperative morbidity and mortality in patients with traumatic hip fracture.

Frailty as a Predictor of 30-Day Postoperative Mortality in Hip Fracture Patients

Title: Fructosamine as a Predictor of Adverse Post-Operative Outcomes in Total Shoulder Arthroplasty Patients
Background: Serum fructosamine has been shown to be a significant predictor of post-operative adverse outcomes in joint replacement patients. Fructosamine is a measure of blood sugar over a shorter time period of 14 to 21 days, making it a more useful marker of blood sugar control pre-operatively. The objective is to assess adverse post-operative outcomes after both anatomic and reverse total shoulder arthroplasty (TSA) in relation to fructosamine, HbA1c, and blood glucose.
Methods: This prospective cohort study includes patients undergoing TSA from multiple providers. Pre-operative data was collected that includes demographics, diabetic status, insulin dependence, Visual Analog Scale (VAS), Range of Motion data (ROM), PROMIS surveys, and patient fructosamine, HbA1c, and fasting blood glucose levels. Follow-up data was obtained at 6 weeks and 3 months post-operatively. This included data for superficial infection, deep infection, medical complications, emergency room visits, hospital readmissions, reoperations, VAS scores, and updated ROM.
Results: A total of 101 patients were recruited for the study, comprised of 44 males and 57 females. Mean age was 68.5, ranging from 34 to 90 years. Of the total, 25 patients had a pre-operative diagnosis of diabetes. None of these patients experienced medical complications, superficial infections, deep infections, hospital readmissions, or reoperations. A total of 7 patients experienced medical complications with only 2 having reoperation. Only 1 of these patients that reoperated had elevated fructosamine (>292 µmol cut-off) and an elevated HbA1c (>6.5% cut-off). The average fructosamine was 221.8 µmol, with a range from 106.6 µmol to 404.2 µmol. The average HbA1c was 5.8, with a range from 3.4 to 8.7. Blood glucose and HbA1c showed no significant relationship with any of the tested variables. Elevated fructosamine showed a positive association with a decreased active external rotation (ER) (p=0.01) which is lost at the 3-month follow-up post-operatively (p=0.59). No other significance was found with VAS, ROM, or PROMIS through 3 months post-operatively. 
Conclusions: Preliminary data analysis suggests that fructosamine, HbA1c, and blood glucose are not reliable predictors of post-operative outcomes. The only significant outcome was decreased active ER with higher levels of fructosamine 6 weeks post-operatively. No significant determination can be made at this time as the study is actively recruiting patients to increase study power.

Fructosamine as a Predictor of Adverse Post-Operative Outcomes in Total Shoulder Arthroplasty

Introduction
In the United States, deep vein thrombosis (DVT) and pulmonary embolism (PE) rank high in terms of preventable hospital deaths. Victims of trauma are at a higher risk of developing thromboembolic complications. The aim of this study is to compare the incidence of DVT/PE in trauma patients before and after a June 2022 policy intervention to continue prophylactic anticoagulation at an academic trauma center.

Methods
A retrospective review was conducted to compare DVT/PE rates in trauma patients requiring surgery from January 1, 2018, through December 31, 2023. Clinical information relating to trauma date, surgery date, injury type, anticoagulant administration, DVT/PE development, and death, if applicable, was obtained from patient charts.

Results
DVT/PE development was 14.553 times more likely pre-policy change when anticoagulation was held prior to surgery compared to post-policy change when anticoagulation was administered before surgery (X2 (3, N=374) =14.553, p=.002).

Conclusions
Findings suggest that DVT/PE rates have significantly decreased post policy change. Limitations include the presence of comorbidities in patients, varying trauma mechanisms and injury severity, and missing documentation. 

Authors
1. Armarion Stegall
2. John T. Watson, MD
3. Heidi Israel, PhD
4. Letitia Bradford, MD, FAAOS, FACS, Nth Dimensions

Affiliations
1. Mercer University School of Medicine, Columbus, GA
2. Saint Louis University, St. Louis, MO
3. Nth Dimensions


Harmless Bleeding: Assessing the Impact of Preoperative Anticoagulant Continuation on DVT/PE Rates in Trauma Patients

Intro: Compartment syndrome, a surgical emergency, often requires fasciotomy within 6-8 hours of diagnosis. Prophylactic fasciotomy can also be considered in patients with a high risk of developing compartment syndrome. Current guidelines are unclear as to the impact of fasciotomy timing on patient outcomes. This study investigates the relationship between fasciotomy timing and rates of amputation and infection.

Methods: Data from 2017-2021 was accessed through the American College of Surgeons (ACS) Trauma Quality Improvement Program (TQIP). ICD-10 codes were then used to quantify fasciotomy procedures, limb amputations, and infection rates.

Results: 22,004 patients analyzed in the TQIP database underwent fasciotomy. Of the fasciotomies performed there were 1,625 (5.35%) corresponding amputations. Rate of amputations were significantly lower in patients where fasciotomies were performed 1-4 hours compared to 4-8 hours (p<0.0001, OR=0.6088, 95% Cl=0.5180 to 0.7156) after presentation. There was no significant change in rate of amputation from 4-24 hours only, showing a significant increase after 48 hours. Deep surgical site infection rates showed a similar decrease from the 1-4 hour to the 4–8-hour time frame (p=0.0354, OR=0.6794, 95% Cl=0.4742 to 0.9736) with a significant increase after 12 hours (p=0.0283, OR=1.823, 95% Cl=1.095 to 3.033).

Conclusion: Although there was no significant correlation with fasciotomy timing and amputation within the first 24 hours, there was a significant increase in deep SSI and sepsis rates after the 8-hour time frame, suggesting that fasciotomy be performed within 4-8 hours of presentation. Interestingly, fasciotomy within the first 4 hours showed significantly elevated risk of both amputation and infection. This could be due to an increased injury severity, thus increasing the patient’s risk of further morbidity early in the hospital stay. This shows that initial management of patients requiring fasciotomy within the first 4 hours provides opportunities for more optimal outcomes in the future.

Implications of Emergent Fasciotomy Timing on Limb Salvage and Infection: 
A Trauma Quality Improvement Program (TQIP) Study

Introduction:
A challenge for orthopedic surgeons dealing with post-traumatic osteoarthritis of the elbow is a therapeutic procedure that maintains good mobility and functionality. Interposition Arthroplasty is a conservative procedure to alleviate arthritis and increase range of motion in a stiff elbow. This is achieved by placing graft tissues in the joint space of the elbow creating a false, but more mobile joint. It is especially popular in the younger, high demand population who desire a high functioning elbow that a total elbow arthroplasty would limit in regard to weight-bearing exercises and activities of daily living. 

Methods:
Through our institutions elbow pathology database, we were able to review records of patients who have received an Interposition Arthroplasty procedure from 2020-2024. We reviewed past medical history, comorbidities, time of injury, intraoperative complications, postoperative complications, pre/post operation x-rays, range of motion, and follow-up. 


Results:
There were 8 (3 female and 5 male) patients in this study who underwent the corrective surgery. The average age of the patient was 36 with a standard deviation of 12 years. The average follow -up time has been 5.44 months with a standard deviation of 7.85 months. 3 postoperative complications were reported which include elbow contracture with significant scarring adhesion, elbow pain, and broken medial plate involving another procedure (internal joint stabilizer).


Discussion/Conclusion:
Interposition arthroplasty serves as a viable substitute for total elbow arthroplasty, especially for younger patients needing a robust and functional elbow for everyday tasks and professional activities. It is imperative for more research to develop in this area of orthopedic surgery to improve the procedure's effectiveness and longevity for the patient’s desired elbow function. 


Interposition Arthroplasty of the Elbow for Post-Traumatic Injury Patients

Introduction: It is estimated that 58.5 million US adults have arthritis. Osteoarthritis (OA) is the most common form. Current American Academy of Orthopedic Surgeons (AAOS) treatment recommendations include conservative management (education, rest, activity modification, physical therapy (PT)) and medications (acetaminophen, non-steroidal anti-inflammatory drugs (NSAIDs), knee injections) with a recommendation against opioids and if conservative care is no longer helpful, knee replacement surgery is the next course of action. 

Objective: To describe the current population and treatment trends in patients with symptomatic knee osteoarthritis.

Methods: A quality assurance project was completed to define the knee OA population in a private practice, and how their treatment aligns with AAOS guidelines and recommendations. Medical records were reviewed to identify patients and their age, gender, body mass index (BMI), numeric rating pain score (NRS) 0-10, where 0 means no pain and 10 is worst, and previous and present treatments. Treatments were evaluated against current non-arthroplasty and surgical AAOS Evidenced-based Clinical Treatment Guidelines. 

Results: Two hundred ninety-two radiographically confirmed OA patients (35% male, 65% female) who are currently following up with the practice were analyzed. The average age and BMI were 69 and 32, respectively. Most commonly reported symptom was pain with an average score of 7. There were more patients (67%) with unilateral knee OA than bilateral knee OA. Over the counter medications (Acetaminophen, 25%, NSAIDs, i.e., Ibuprofen and Naproxen, 54%) were the most common treatment. Prescription NSAIDs (i.e., diclofenac, meloxicam) at 27% and opioids at less than 1% were used. Knee injections significantly delayed time to surgery since presentation (p<.05) with a mean of 411 days using injections (95% CI, 323 – 498) and visco-supplementation knee injections significantly delayed surgery compared to only corticosteroid knee injections (p<.05) with a mean of 579 days using visco-supplementation (95% CI, 400 – 757).

Discussion: Nearly half of patients had PT and 86% received knee injections (steroids, visco-supplementation). At the time of review, 28% underwent total knee arthroplasty. Knee injections were able to delay a patient’s time between presentation and surgery, with visco-supplementation delaying the time to a greater degree than corticosteroids. 

Conclusion: Advanced age (greater than 65 years old) and obesity (BMI greater than 30) was common in this predominantly female population. Knee pain was the primary symptom at initial consultation. Rest, activity modification, oral medications, physical therapy, and knee injections were commonly used to treat OA. The results show conservative treatment options were exhausted prior to total knee arthroplasty.

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Diagnosed Mental Health Disorders are Associated With Higher Rates of Postoperative Complications, Additional Procedures, and Lower ACL Tears and Revisions Following Anterior Cruciate Ligament Reconstruction

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Do Arthroplasty Patients Have Increased Weather-Related Pain Postoperatively?

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