Study of surgical performance during clavicle plate placements using 2 learning methods: naive practice versus deliberate practice.

BACKGROUND: Companionship and simple experience or naive practice (NP) rarely lead to expert level surgery, in contrast to deliberate practice (DP) where an expert analyzes the learner's errors and sets goals to improve performance. The main hypothesis was that using DP for learning would result in faster and/or greater progress than using NP. OBJECTIVES: The objective of this work was to compare the evolution of the learning curve for clavicle locking plate placement on a sawbone model of a clavicle fracture, by surgical trainees learning via two different methods; NP and DP. PATIENTS AND METHODS: Ten surgical residents, divided into 2 groups of 5, each placed 6 plates. The 6 trials were filmed. The NP group saw an expert video before each placement. The DP group saw this video once and then received personalized advice from the expert for improvement, by analyzing their own video after each subsequent trial. Objective performance (OP) was measured by a standardized evaluation grid (OSATS, with a score ranging from 10 to 50 points per trial), self-evaluation of performance by a numerical scale (from 0 to 10) and stress by an analgesia-nociception index (ANI, calculated by heart rate recording, from 0 to 100). RESULTS: The mean OP at the last trial of clavicle plate placement was 41.8 (NP group) and 48.2 (DP group), with a mean progression from the first to last trials of 0.8 in the NP group, and 5.1 in the DP group. The mean progression in self-evaluation between the first and last trials was 3.4 (NP group) and 4.6 (DP group). The mean progression of the ANI between the first and last trials was -4.5 (NP group) and +5 (DP group). DISCUSSION: The results of learning a clavicle plate osteosynthesis technique measured by OSATS were better with deliberate practice than with naive practice. The progression in self-evaluated performance was better with deliberate practice, but with a higher stress level. CONCLUSION: Deliberate practice is a technique for learning the surgical procedure which complements companionship and experience. It shortens the learning curve and improves the level of performance of surgical trainees. LEVEL OF EVIDENCE: IV; non-interventional research.

Distal radius fracture osteosynthesis by volar locking plate: influence of epiphyseal screw positioning on risk of loss of reduction.

Ulnar variance is an important radiological parameter for good functional outcome after distal radius fracture osteosynthesis. Secondary loss of reduction due to radial shortening is a common complication after volar locking plate fixation. Some authors recommend beginning by placing the most ulnar epiphyseal screw, ensuring that it is positioned as close as possible to the distal radioulnar and radiocarpal joints. The hypothesis of our study was that the positioning of the ulnar epiphyseal screw relative to the distal radioulnar and radiocarpal joints influences the maintenance of reduction during follow-up. 190 distal radius fractures were treated with volar locking plate fixation and divided into two cohorts: cohort A with <2 mm and cohort B with ≥2 mm loss of ulnar variance. Minimum follow-up was 45 days. The positioning of the most ulnar epiphyseal screw was evaluated using a single variable, the ulno-distal index. Means were compared using t-tests and proportions using chi-squared tests. The alpha risk was set at 5%. The intra- and inter-observer reliability of the ulno-distal index measurement were assessed. Mean ulno-distal index was significantly lower in cohort A at 11.28 mm, compared to 13.33 mm in cohort B; p < 0.0001. Ulno-distal index <12 mm was a significant protective factor: p < 0.0001 and relative risk 0.558. No other intrinsic or extrinsic factors of secondary loss of reduction significantly influenced the risk of ulnar variance alteration. The study confirmed the hypothesis that, in distal radius fracture treated with volar locking plate fixation, the closer the ulnar epiphyseal screw to the distal radioulnar joint and radiocarpal joint, the lower the risk of ulnar variance alteration.

A Deep-Learning-Based Algorithm for Automatic Detection of Perilunate Dislocation in Frontal Wrist Radiographs.

This study proposes a deep-learning algorithm to automatically detect perilunate dislocation on anteroposterior wrist radiographs. A total of 374 annotated radiographs, 345 normal and 29 pathological, were used to train, validate and test two YOLO v8 deep neural models. The first model was used for detecting the carpal region, and the second for segmenting a region between Gilula's second and third arcs. The output of the segmentation model, trained multiple times with varying random initial parameter values and augmentations, was then assigned a probability of being normal or pathological through ensemble averaging. In this dataset, the algorithm achieved an overall F1-score of 0.880: 0.928 in the normal subgroup, with 1.0 precision, and 0.833 in the pathological subgroup with 1.0 recall (or sensitivity), demonstrating that the diagnosis of perilunate dislocation can be improved through automatic analysis of anteroposterior radiographs. Level of evidence: III.

Pull-out resistance of connected K-wires for osteosynthesis: development of a numerical model.

A predictive finite element model was developed to investigate the best configuration of a fixation pins system consisting of two K-wires inserted in a synthetic model (Sawbones®) at different angles and secured to a connecting rod. Two key parameters were considered to determine the best configuration delivering the higher pull-out strength and lower pull-out length: the diameter and insertion angle. Results show that as the diameter and insertion angle increased, the pull-out force increased, while the pull-out length decreased. Results are successfully compared with available experimental data in literature. This model can be used as an alternative to experimental study.

Does Google's Bard Chatbot perform better than ChatGPT on the European hand surgery exam?

PURPOSE: According to a previous research, the chatbot ChatGPT® V3.5 was unable to pass the first part of the European Board of Hand Surgery (EBHS) diploma examination. This study aimed to investigate whether Google's chatbot Bard® would have superior performance compared to ChatGPT on the EBHS diploma examination. METHODS: Chatbots were asked to answer 18 EBHS multiple choice questions (MCQs) published in the Journal of Hand Surgery (European Volume) in five trials (A1 to A5). After A3, chatbots received correct answers, and after A4, incorrect answers. Consequently, their ability to modify their response was measured and compared. RESULTS: Bard® scored 3/18 (A1), 1/18 (A2), 4/18 (A3) and 2/18 (A4 and A5). The average percentage of correct answers was 61.1% for A1, 62.2% for A2, 64.4% for A3, 65.6% for A4, 63.3% for A5 and 63.3% for all trials combined. Agreement was moderate from A1 to A5 (kappa = 0.62 (IC95% = [0.51; 0.73])) as well as from A1 to A3 (kappa = 0.60 (IC95% = [0.47; 0.74])). The formulation of Bard® responses was homogeneous, but its learning capacity is still developing. CONCLUSIONS: The main hypothesis of our study was not proved since Bard did not score significantly higher than ChatGPT when answering the MCQs of the EBHS diploma exam. In conclusion, neither ChatGPT® nor Bard®, in their current versions, can pass the first part of the EBHS diploma exam.

A Cadaveric Study Examining the Accuracy of Wireless Hand-Held Guided Ultrasound Injections Versus Blind Injections in the Flexor Tendon Sheath.

Purpose: Hand-held ultrasound (HHUS) is gaining popularity among clinicians. Although its use for procedural guidance could have several advantages in hand surgery, other surgeons may wonder about its added benefits. This cadaveric study aimed to examine the hypothesis of increased accuracy of wireless HHUS-guided injections versus that of blind injections into the flexor sheath. Methods: Our series included 20 fresh cadaveric hands with 80 fingers randomly assigned to 2 groups. In group A, 10 hands were randomly assigned to receive a landmark injection and then received a blinded injection to the flexor tendon sheath (FTS). In group B, 10 hands were blinded in the same manner and received an ultrasound-guided injection with HHUS. Methylene blue was injected, and anatomic dissection was performed to evaluate the injection accuracy based on the dye's filling pattern in the FTS as stage I (no filling), stage II (<50% filling), and stage III (>50% filling). Statistical analysis was performed, and P <.05 indicated a significant difference. Results: One finger was excluded because of severe Dupuytren contracture. In group A, 39 blind injections of the FTS were performed, with 82% (32/39) fingers achieving stage III filling. In group B, 40 ultrasound-guided FTS injections were performed, with 90% (36/40) of fingers achieving stage III filing. Our study did not reveal any superiority in accuracy when ultrasound guidance was used (P = .35). Conclusions: Hand-held ultrasound-guided FTS injections were not more accurate than blind injections performed by an experienced hand surgeon. These findings suggest that blind injections can be used as routine practice when performed by experienced operators to treat trigger finger. However, the use of HHUS may offer other advantages in hand surgery practice. Clinical relevance: Ultimately, choosing to perform HHUS-guided injection versus blind injection to treat trigger finger depends on the surgeon's experience and preference for a particular technique.

Semi-occlusive dressing versus surgery in fingertip injuries: A randomized controlled trial.

OBJECTIVES: No gold-standard treatment has been established for the management of distal digital amputation in Ishikawa zones II and III. The objective of this study was to compare the results of management of fingertip amputation by semi-occlusive dressing versus surgery. The principal hypothesis was that a semi-occlusive dressing results in better recovery of sensory function than a digital flap. METHODS: We conducted a prospective, randomized, multicenter study of 44 patients: 23 managed conservatively with semi-occlusive dressing, and 21 surgically with digital flap. RESULTS: Mean follow-up was 12 months. Mean healing time was 4.9 weeks in the semi-occlusive dressing group and 3.6 weeks in the surgery group. There was no significant difference between groups for sensory recovery of fine touch (p = 0.198) or 2-point discrimination (p = 0.961). No infections were reported in either group. Hook-nail deformity was more frequent in the semi-occlusive dressing group, particularly in case of amputation in zone III. CONCLUSIONS: Semi-occlusive dressing enabled satisfactory healing and sensitivity recovery without increasing the risk of infection. However, in zone III amputation, we advocate surgical treatment with a digital flap, due to poor trophicity and the frequency of hook-nail deformity seen with conservative management. LEVEL OF EVIDENCE: II.

Accuracy of Wireless Hand-Held Guided Ultrasound Injections in the Trapeziometacarpal Joint: A Cadaveric Study.

Background Symptomatic trapeziometacarpal osteoarthrosis can be treated with an ultrasound-guided injection in the early stages. This cadaveric study aimed to assess the hypothesis suggesting enhanced accuracy and reliability of hand-held ultrasound (HHUS) injections compared to blind injections into the trapeziometacarpal joint (TMC). Materials and method Our series included 20 fresh cadaveric hands, with a total of 20 TMC randomly assigned to two groups. In group A, 10 TMC received a blinded injection, and in group B, 10 TMC received an ultrasound-guided injection with HHUS. Methylene blue was injected, and anatomical dissection was performed to assess the intra-articular location of the dye. The injection was considered accurate if the intra-articular synovial fluid was stained after opening the articular capsule on the dorsal approach. If there was no injection, it was inaccurate. A statistical analysis was performed, and p <.05 indicated a significant difference. Results Two thumbs were excluded during the study due to an existing trapeziectomy. In group A, 10 blind injections of TMC were performed, with 70% (7/10) of injections graded as accurate. In group B, eight ultrasound-guided injections were performed, with 75% (6/8) achieving accuracy. A Fisher's exact test was performed, and the results indicated no statistically significant difference in injection accuracy between the two groups (P = 1, odds ratio = 0.788). Conclusion Hand-held ultrasound guided TMC injections were not more accurate than blind injections performed by an experienced hand surgeon. Nonetheless, additional studies with a larger sample and comparative studies with conventional cart-based machines are necessary to evaluate the potential of this newly accessible device.

Targeted muscle reinnervation in upper extremity amputation in military hand surgery: A systematic review.

INTRODUCTION: Targeted Muscle Reinnervation (TMR) is a surgical technique utilized to alleviate post-amputation neuroma pain, reduce reliance on narcotic pain medication, and enhance control of prosthetic devices. Motor targets for upper extremity TMR vary depending on injury patterns and amputation levels, with conventional transfer patterns serving as general guides. This study aims to summarize the common patterns of TMR in transradial and transhumeral amputations, focusing on anatomic and surgical considerations. METHODS: A comprehensive systematic review of TMR literature was conducted by two independent physician reviewers (M.H.A. and D.M.G.R.) to identify the prevailing motor targets, while considering injury patterns and amputation levels. INCLUSION CRITERIA: 1) TMR techniques, outcomes, or advancements; 2) Original research, systematic reviews, meta-analyses, or clinical trials; 3) Peer-reviewed journal articles or reputable conference proceedings. EXCLUSION CRITERIA: non-English resources, editorials, opinion pieces, and case reports. The databases utilized include MEDLINE (PubMed), EMBASE (Scopus) and Cochrane CENTRAL, last searched 01APR2023. RESULTS: The reviewed literature revealed multiple motor targets described for upper extremity TMR out of our included 51 studies. However, the selection of motor targets is influenced by the availability of viable options based on injury patterns and amputation levels. Conventional transfer patterns provide useful guidance for determining appropriate motor targets in transradial and transhumeral amputations. DISCUSSION: TMR has played a significant role in military medicine, particularly in addressing the impact of blast-related injuries. The energy associated with such injuries often results in substantial soft tissue defects, higher amputation levels, and increased post-amputation pain. TMR, in conjunction with advancements in prosthetic technology and ongoing military research, offers improved outcomes to help achieve the goals of active-duty service members. The capabilities and applications of TMR continue to expand rapidly due to its high surgical success rate, technological innovations in prosthetic care, and favorable patient outcomes. As technology evolves to include implantable devices, osseointegration techniques, and bidirectional neuroprosthetic devices, the future of amputation surgery and TMR holds immense promise, offering innovative solutions to optimize patient outcomes. It is important to note, this review was limited to the data available in the included resources which was mostly qualitative; thus, it did not involve primary data analysis.

Influence of surgical performance on clinical outcome after osteosynthesis of distal radius fracture.

INTRODUCTION: Clinical outcome after surgery depends on the surgeon's level of expertise or performance. The present study of minimally invasive plate osteosynthesis (MIPO) with anterior plate for distal radius fracture assessed whether clinical outcome correlated with surgeon performance. METHODS: The series included 30 distal radius fractures: 15 operated on by 4 level III surgeons (Group 1) and 15 by 4 level V surgeons (Group 2), utilizing the MIPO technique. The surgical performance of all 8 surgeons was assessed using the OSATS global rating scale. Clinical outcomes were assessed at 3 months' follow-up using the modified Mayo score (MMS), in 4 grades: 0-64 (poor), 65-79 (moderate), 80-89 (good), and 90-100 (excellent). The QuickDASH score (QDASH) was also calculated, and complications were recorded. RESULTS: Median MMS was better for level V (75 = fair result) than level III surgeons (62 = poor result). Median QDASH score likewise was better in group 2 (9.1) than group 1 (22.7). In group 1, there were 2 paresthesias in the median nerve territory, 1 type-1 complex regional pain syndrome, and 1 hypoesthesia in the scar area. Mean correlation between the 2 scores was -0.68. Group 1 patients were on average 7 years older. The number of patients, number of surgeons and distribution of OA A and C fractures were almost identical in the two groups. On MMS, the overall result of the two groups was moderate (70.5), which can be explained by short mean follow-up. DISCUSSION: Quality of the clinical outcome on MMS and QDASH increased with surgical performance, with fewer complications. In the patients' interest, protocols for improving surgical performance should be implemented, for example, through deliberate practice.

Preliminary stage in the development of an artificial intelligence algorithm: Variations between 100 surgeons in phase annotation in a video of internal fixation of distal radius fracture.

INTRODUCTION: In order to be used naturally and widely, an artificial intelligence algorithm of phase detection in surgical videos presupposes an expert consensus defining phases. OBJECTIVES: The aim of the present study was to seek consensus in defining the various phases of a surgical technique in wrist traumatology. METHODS: Three thousand two hundred and twenty-nine surgeons were sent a video showing anterior plate fixation of the distal radius and a questionnaire on the number of phases they distinguished and the visual cues signaling the beginning of each phase. Three experimenters predefined the number of phases (5: installation, approach, fixation, verification, closure) and sub-phases (3a: introduction of plate; 3b: positioning distal screws; 3c: positioning proximal screws) and the cues signaling the beginning of each. The numbers of the responses per item were collected. RESULTS: Only 216 (6.7%) surgeons opened the questionnaire, and 100 answered all questions (3.1%). Most respondents claimed 5/5 expertise. Number of phases identified ranged between 3 and 10. More than two-thirds of respondents identified the same phase cue as defined by the 3 experimenters in most cases, except for "verification" and "positioning proximal screws". DISCUSSION: Surgical procedures comprise a succession of phases, the beginning or end of which can be defined by a precise visual cue on video, either beginning with the appearance of the cue or the disappearance of the cue defining the preceding phase. CONCLUSION: These cues need to be defined very precisely before attempting manual annotation of surgical videos in order to develop an artificial intelligence algorithm. LEVEL OF EVIDENCE: II.

Technique, Indications and Limitations of a Minimally Invasive Approach to Treat Distal Radius Fractures and Malunions.

The minimally invasive flexor carpi radialis approach can be used for volar locking plate fixation of distal radius fractures. It offers the advantage of preserving ligamentotaxis, which facilitates the reduction and the small size of the scar improves the esthetic result of the procedure. It is indicated for extra-articular fractures of the distal radius. In the case of an intra-articular fracture, an arthroscopy may be associated. In the case of a proximal diaphyseal extension of the fracture, a second proximal approach can be added in order to use a longer plate. Relative contraindications are comminuted articular fractures in elderly osteoporotic patients. Functional and radiological results are comparable to those obtained with the extented flexor carpi radialis approach. A conversion of the procedure for a larger incision is always possible in the case of a difficult reduction.