Pre-operative Planning of High Tibial Osteotomy With ChatGPT: Are We There Yet?

INTRODUCTION: ChatGPT (Chat Generative Pre-trained Transformer), developed by OpenAI (San Francisco, CA, USA), has gained attention in the medical field. It has the potential to enhance and simplify tasks, such as preoperative planning in orthopedic surgery. We aimed to test ChatGPT's accuracy in measuring the angle of correction for high tibial osteotomy for cases planned and performed at a tertiary teaching hospital in Singapore. MATERIALS AND METHODS: Peri-operative angular parameters from 114 consecutive patients who underwent medial opening wedge high tibial osteotomy (MOWHTO) were used to query ChatGPT 3.0. First ChatGPT 3.0 was queried on what information it required to plan a MOWHTO. Based on its response, pre-operative medial proximal tibial angle (MPTA) and joint line congruence angle (JLCA) were provided. ChatGPT 3.0 then responded with its recommended angle of correction. This was compared against the manually planned surgical correction by our fellowship-trained surgeon. A root mean square analysis was then performed to compare ChatGPT 3.0 and manual planning. RESULTS: The root mean square error (RMSE) of ChatGPT 3.0 in predicting correction angle in MWHTO was 2.96, suggesting a very poor model fit. CONCLUSION: Although ChatGPT 3.0 represents a significant breakthrough in large language models with extensive capabilities, it is not currently optimized to effectively perform complex pre-operative planning in orthopedic surgery, specifically in the context of MOWHTO. Further refinement and consideration of specific factors are necessary to enhance its accuracy and suitability for such applications.

No significant post-operative limb length difference following medial opening wedge high tibial osteotomy in a multi-ethnic Southeast Asian population.

PURPOSE: This study aims to assess the significance of post-operative change in limb length in medial opening wedge high tibial osteotomy (MOWHTO), and evaluate the correlation between correction angles and changes in limb length. We hypothesize that opening wedge height and correction angles directly correlate to changes in limb length. METHODS: The medical records and radiographs of 91 MOWHTO patients were retrospectively evaluated for relevant radiographical parameters both pre- and post-operatively. The exclusion criteria are: (i) concurrent distal femur osteotomy in the same setting, (ii) other previous unilateral lower limb surgeries prior to MOWHTO and (iii) failure to follow-up with post-operative radiographs. A linear regression model was performed and a line of best fit, Pearson's correlation coefficient (r) and coefficient of determination (R2) were computed. Chi-squared test was also performed, and results with P < 0.05 were considered statistically significant. RESULTS: There is a statistically significant increase in post-MOWHTO limb length (Absolute Δ = 4.3 ± 2.86 mm, % Δ = 0.652% ± 0.434%, p < 0.001). There was no significant difference in the limb length change between patients with larger (> 8 mm) and smaller (< 8 mm) opening widths. There was a weakly positive correlation between limb length change versus actual (R2 = 0.140, 95%CI [-0.068, 0.336]) and planned correction angles (R2 = 0.196, 95%CI [-0.012, 0.387]). CONCLUSION: In conclusion, post-MOWHTO change in limb length is statistically significant, but the clinical significance is minimal. Further studies are required to assess other factors. Development of a reliable mathematical model that predicts post-MOWHTO limb length change would be useful in predicting the anatomical outcomes. LEVEL OF EVIDENCE: Level III. Retrospective Cohort Study.

Effect of distal interlocking of a cephalomedullary femoral nail on peri-implant fractures: A sawbone biomechanical analysis.

BACKGROUND: A large proportion of hip fractures involve inter-trochanteric fractures which are managed by cephalomedullary nails. There is ongoing debate about the advantages and disadvantages of locked versus unlocked long cephalomedullary femoral nails in the treatment of intertrochanteric fractures. The objectives of our study are to evaluate the biomechanical effects of a distal interlocking bolt on the type of peri-implant fractures in a healed intertrochanteric fracture with long cephalomedullary nail fixation. METHODS: 20 femoral sawbone specimens were prepared with the TFN-ADVANCED Proximal Femoral Nailing System (TFNA) and divided into 2 groups: locked and unlocked. The specimens were subjected to axial loading force until failure. Compressive forces, strain and fracture patterns were compared between the 2 groups. RESULTS: There was no significant difference in the mean load to failure of the unlocked specimens compared to locked specimens. However, there was significant difference in the mean compressive stress at the time of failure with the unlocked specimen (1.79±0.17 MPa) compared to the locked group (1.92±0.05 MPa) (p < 0.05). Video review analysis showed unlocked specimens consistently having basi-cervical type peri-implant fractures while locked specimens showed complex, compound fractures of the head-neck region with 2 or more fracture propagation points. CONCLUSION: Distal-locked long cephalomedullary nails in a healed intertrochanteric fracture model are able to tolerate higher compressive stress at the point of failure but demonstrate more complex peri-implant fracture patterns in the femoral head-neck region as compared to unlocked specimens.

Optimisation of postoperative X-ray acquisition for orthopaedic patients.

Postoperative X-rays are a key part of management of orthopaedic patients. These X-rays serve to check stability of orthopaedic fixation as well as to ensure that there are no peri-implant fractures and periprosthetic fractures following surgical fixation of fractures and arthroplasty procedures, respectively. Timely accurate interpretation of postoperative X-rays are crucial in guiding weight-bearing status as well as rehabilitation. Therefore, delays in X-ray acquisition may impact initiation of postoperative rehabilitation and overall length of stay negatively. The aim of this project is to optimise acquisition of postoperative X-rays in patients undergoing implant surgery and as a result increase efficiency of deployed healthcare staff. A multidisciplinary team was formed to study the efficacy of a new workflow for patients to undergo X-rays immediately after surgery while en-route to the ward. Pretrial and in-trial delays in acquiring X-rays and total man-hours spent on transport were recorded. These processes were refined and integrated to optimise the new workflow. Compared with the old workflow, delays in obtaining X-rays were significantly reduced from the longest of 20 hours and 40 min to no delays at all. Overall man-hours spent on transport of these patients were reduced by a mean of 12 and 16 min for nurses and porters, respectively. The trial workflow has since been adopted successfully by our institution and since inception has become standard practice, allowing timely review of postoperative X-rays. This has led to increased workforce efficiency as well as timely rehabilitation and discharge of patients.