
Quiz Question
In Low 2025 et al., on machine-learning outcomes in IVDE, what was the performance of the XGBoost model when using only preoperative variables?
🔍 Key Findings
The study included 162 deep-pain-negative dogs undergoing decompressive surgery (hemilaminectomy) for acute thoracolumbar intervertebral disc extrusion (IVDE).
Ambulatory recovery occurred in 53.1% of dogs (86/162).
The best performing machine-learning model was XGBoost, with an AUC of 0.9502 and accuracy of 89.1%, outperforming Ridge, AdaBoost, and Naive Bayes models.
Preoperative-only XGBoost models were less accurate, with AUC dropping to 0.8271 and accuracy to 71.9%.
Top predictive features (by SHAP analysis) included:
- T2-weighted to L2 spinal cord signal ratio (lower values predicted better outcome)
- Use of fenestration (presence associated with better recovery)
- Hospitalization duration
- Imaging modality used
- Duration of nonambulatory status
Machine learning provided better insight into prognostic factors than traditional statistical methods.
Veterinary Surgery
4
2025
Machine-learning-based prediction of functional recovery in deep-pain-negative dogs after decompressive thoracolumbar hemilaminectomy for acute intervertebral disc extrusion
2025-4-VS-low-5
In Evers 2023 et al., on needle arthroscopy for meniscal tears, what was the mean duration of needle arthroscopy procedures?
🔍 Key Findings
- Needle arthroscopy (NA) had 95% sensitivity and 100% specificity for diagnosing medial meniscal tears in dogs with CCLR.
- NA missed 1 medial and 1 lateral meniscal tear, both nondisplaced and stable.
- Visibility of all meniscal horns was significantly lower with NA compared to standard arthroscopy (SA) (P < .005 for all horns).
- Probing the caudal horn of the lateral meniscus was significantly more difficult with NA (P = .0017), though medial horn probing was similar.
- Mean NA procedure time was 8 ± 3 minutes, significantly shorter than SA (15 ± 9 min, P = .0041).
- No increase in lameness observed after NA, indicating minimal procedural morbidity.
- NA was performed under sedation in most dogs, though 10/26 required additional chemical restraint or short anesthesia.
- NA was most accurate for displaced vertical longitudinal tears, with all 14 correctly identified; one stable tear and a lateral tear were missed.
Veterinary Surgery
6
2023
Accuracy of needle arthroscopy for the diagnosis of medial meniscal tears in dogs with cranial cruciate ligament rupture
2023-6-VS-evers-4
In Curuci 2024 et al., which of the following statements best describes the complication rate?
🔍 Key Findings Summary
- 16 dogs (18 stifles) with CrCL rupture and TPA >34° were treated using the DCTPLO
- Mean TPA correction: from 39.4° to 6.3°
- Bone union at 60 days in 17/18 stifles; remaining healed by 90 days
- Minor complications (e.g., small wedge gaps) in 2/18 stifles — no major complications
- Patellar ligament thickening seen in 16/18 stifles but no clinical signs noted
- The technique enabled safer reduction with less risk of tibial crest fracture vs. conventional TPLO
Veterinary and Comparative Orthopedics and Traumatology
6
2024
Double-Cut Tibial Plateau Leveling Osteotomy for the Management of Cranial Cruciate Ligament Insufficiency in Dogs with an Excessive Plateau Angle: Early Clinical Results in 16 Dogs
2024-6-VCOT-curuci-5
In Smith 2025 et al., on ergonomic injury risk, which laparoscopic instrument maneuver was most significantly associated with difficulty in WRMD-affected surgeons?
🔍 Key Findings
140 laparoscopic surgeons surveyed; 37% reported at least one musculoskeletal disorder.
Women had significantly higher odds of reporting WRMD (OR = 2.59, p = .011).
Smaller glove size significantly associated with WRMD (p = .001), shoulder tendonitis (p = .01), and neck strain (p = .001).
Most common injuries: Neck strain (35%), shoulder tendonitis (31%).
WRMD was associated with greater difficulty using:
- Rotating cup biopsy forceps (p < .001)
- Vessel sealing device and endo stapler (especially in those with shoulder injuries)
No significant association with surgeon age, dominant hand, height, weight, or case volume.
Veterinary Surgery
2
2025
Variables associated with the prevalence of self-reported work-related musculoskeletal disorders in veterinary laparoscopic surgeons
2025-2-VS-smith-4
In Espinel Rupérez 2023 et al., on feline hip stabilization, what factor most likely contributed to the absence of complications in the final 4 joints?
🔍 Key Findings
- Arthroscopic-assisted hip toggle stabilization (AA-HTS) was successfully completed in all 14 feline cadaver joints.
- Femoral and acetabular tunnel creation was feasible in all cases, though femoral tunnel placement had a higher rate of deviations.
- Intraoperative complications occurred in 5/14 joints, mostly related to femoral tunnel creation and toggle lodging.
- Minor articular cartilage injury (<10% total cartilage area) occurred in 10/14 joints, but no injury to neurovascular or intrapelvic structures.
- Thirteen surgical technique deviations (8 major, 5 minor) were identified in 7 joints, all involving the femoral tunnel.
- Toggle passage through the femoral tunnel was the most challenging step, being mildly difficult in 6 joints.
- Postoperative CT and gross dissection confirmed all toggles and buttons were in correct position, without damage to major surrounding structures.
- No deviations, complications, or cartilage injuries occurred in the last 4 joints, suggesting a learning curve effect.
Veterinary Surgery
6
2023
Arthroscopic-assisted hip toggle stabilization in cats: An ex vivo feasibility study
2023-6-VS-espinel-5
In Muroi 2025 et al., on refracture risk, what bone quality indicator was significantly lower in dogs that refractured **after plate removal**?
🔍 Key Findings
- Refracture occurred in 5.5% of limbs, with higher incidence in the plate removal group (12.5%) vs. non-removal (3.5%).
- In the non-plate removal group, refractures occurred at the most distal screw site, linked to greater screw position change during growth (OR 1.79, p=0.04).
- Screw-to-bone diameter ratio (SBDR) >0.4 was a significant risk factor for refracture in the plate retention group.
- In the plate removal group, refractures occurred at the original fracture site, associated with lower pixel value ratio (bone mineral density) and reduced radial thickness.
- Implant-induced osteoporosis (IIO) beneath the plate likely contributed to refracture risk after plate removal.
- Younger age at fracture (<6 months) was associated with higher refracture risk due to ongoing radial growth and shifting screw position.
- No significant association was found between refracture and plate type (locking vs conventional), fixation method, or ulnar union.
- Recommendations include careful SBDR sizing, motion restriction, and cautious plate removal decisions in growing dogs.
Veterinary and Comparative Orthopaedics and Traumatology
2
2025
A Retrospective Study of Risk Factors Associated with Refracture after Repair of Radial–Ulnar Fractures in Small-Breed Dogs
2025-2-VCOT-muroi-4
In Caldeira 2025 et al., on femoral neck fixation, which group demonstrated the highest construct stiffness?
🔍 Key Findings
Design: In vitro study on cadaveric femurs (n=21) with basilar femoral neck fractures stabilized using 2 vs 3 titanium cannulated screws.
Stiffness: Control > 3-screw > 2-screw (674 > 120 > 90 N/mm).
Yield Load: 3-screw (586 N) > 2-screw (303 N); both < intact femur (2692 N).
Displacement: No difference across groups.
Complication: 3-screw technique more demanding; higher risk of cortical perforation, especially with narrow femoral necks.
Failure Mode: Dislodgement of femoral head + screw shaft bending.
Conclusion: 3 screws = stronger construct than 2 screws. Clinical implications need further study.
Veterinary and Comparative Orthopedics and Traumatology
1
2025
In Vitro Biomechanical Study of Femoral Neck Fracture Fixation with Two or Three Cannulated Screws in Dogs
2025-1-VC-Caldeira-2
In Adair 2023 et al., on PCCLm vs OC in dogs, what was the most common urolith type in PCCLm cases?
🔍 Key Findings
- PCCLm resulted in significantly fewer postoperative lower urinary tract signs compared to OC (13.0% vs 60.9%, p <.001).
- Incomplete urolith removal was not significantly different between PCCLm and OC (11.4% vs 20%, p = .112).
- PCCLm had significantly shorter anesthesia times than OC when no concurrent procedures were performed (97.5 vs 120 min, p < .001).
- Surgical site infection/inflammation (SSII) rates were low and not significantly different between groups (4.5% PCCLm vs 1.8% OC).
- Dogs undergoing PCCLm were more frequently discharged same-day (84.7% vs 0% in OC), reflecting faster recovery.
- PCCLm had higher intraoperative complication rates (22.1% vs 3.4%), mostly due to incision extension or conversions.
- Time to additional surgery for urolith recurrence was longer in PCCLm dogs (24 vs 11.5 months, p = .004).
- Calcium oxalate uroliths were more prevalent in PCCLm cases, while OC had more struvite or mixed types.
Veterinary Surgery
6
2023
Retrospective comparison of modified percutaneous cystolithotomy (PCCLm) and traditional open cystotomy (OC) in dogs: 218 cases (2010–2019)
2023-6-VS-adair-5
In Sisk 2024 et al., what conclusion did the authors draw regarding reamed versus unreamed IMN in dogs?
🔍 Key Findings Summary
- IMN provides relative stability, resists bending/torsion due to central axis alignment
- Larger diameter nails = exponentially greater stiffness (∝ D⁴)
- Trade-off: Larger interlocking holes weaken fatigue strength of the nail
- Reaming increases contact/stability but has pros/cons:
- Improves outcomes in closed fractures
- May reduce endosteal blood flow in thin-walled bones (e.g., cats)
- Design advances:
- Angle-stable IMN reduce rotational slack
- Expandable nails simplify insertion but may compromise removal or compressive load resistance
- Precontoured nails match bone curvature but lack consistent clinical superiority
- Material debates continue (e.g., titanium vs. stainless steel vs. magnesium)
Veterinary and Comparative Orthopedics and Traumatology
6
2024
Biomechanical Principles of Intramedullary Nails in Veterinary and Human Medicine
2024-6-VCOT-sisk-5
In Lederer 2025 et al., on MIPO vs ORPS, which surgeon-related variable significantly influenced fixation technique choice?
🔍 Key Findings
Study size: 105 dogs (73 ORPS; 32 MIPO)
MIPO vs ORPS differences:
- Surgical time: MIPO median 130 min vs ORPS 85 min (p < .001)
- Explant rate: MIPO 25% vs ORPS 4.1% (p = .003)
- Time to clinical union: MIPO 85 days vs ORPS 57 days (p = .010)
- Frontal alignment deviation: MIPO 3.5° vs ORPS 2.0° (p = .047)
- Comminution more frequent in MIPO (41% vs 16%; p = .012)
Significant predictors for MIPO use: More proximal fracture margin (p = .004), surgeon identity (p < .001)
No significant difference: Sagittal alignment, radial length, union rate, or complication rate by surgeon
Implant preference: Fixin plates used in 84% of MIPO; locking plates more common in ORPS
Veterinary Surgery
4
2025
Retrospective comparison of minimally invasive plate osteosynthesis and open reduction and plate stabilization of antebrachial fractures in 105 dogs (2017–2022)
2025-4-VS-lederer-5
Quiz Results
You answered 7 out of 10 questions correctly
Key Findings
