
Your Custom Quiz
In Low 2025 et al., on machine-learning prediction, which factor was shown to have a significant impact on the model’s predictions and may represent a modifiable risk?
🔍 Key Findings
- Postoperative complications occurred in 20% of stifles, including 7.5% minor, 10.3% surgical, and 3.4% medical complications.
- The PROSPECT machine-learning model achieved high predictive accuracy: 92.3% for surgical complications, 91.9% for minor, and 94.3% for medical.
- Top predictive features included surgical technique, implant type, patient age, and surgeon identity.
- Surgeon-specific variables influenced predictions, indicating operator experience and technique matter.
- Engineered interaction features (e.g., breed × implant) were more predictive than raw clinical data alone.
- Rottweiler, intact male status, and higher bodyweight were associated with increased complication risk; Labradors had decreased risk.
- Model calibration was strong, especially for high and low probability predictions; midrange predictions were less reliable.
- The model supports individualized, probabilistic risk assessment, which could inform client counseling and tailored postoperative care.
PROSPECT = Predicting Risk Of Surgical complications aftEr CCWO and TPLO
Veterinary Surgery
7
2025
Machine‐learning prediction of postoperative complications after high tibial osteotomy for canine cranial cruciate ligament disease
2025-7-VS-low-5
In Sherman 2023 et al., on minimally invasive ESF, what percentage of fractures achieved radiographic union?
🔍 Key Findings
- 55 cases (49 dogs, 6 cats) with nonarticular tibial fractures were treated using linear ESF with a minimally invasive approach
- All fractures achieved radiographic union; no unacceptable outcomes were reported
- 40% complication rate, mostly minor (82%), primarily pin-tract morbidity; major complications (7%) included osteomyelitis and refracture
- Open fractures had significantly more major complications than closed ones (P = .019)
- Use of intraoperative imaging (72% cases) reduced surgery time but did not improve alignment (P > .05)
- Median surgery time: 74 min with imaging vs. 100 min without (P = .046)
- TPA was lower than normal in both dogs and cats, but did not correlate with poor outcomes
- 62% had full clinical recovery, and 38% had acceptable outcomes at fixator removal
Veterinary Surgery
2
2023
Linear external skeletal fixation applied in minimally invasive fashion for stabilization of nonarticular tibial fractures in dogs and cats
2023-2-VS-sherman-1
In Violini 2024 et al., on 3D-guided spinal stabilization in brachycephalic dogs, what clinical finding was reported in 7 of 10 mid-term cases despite all being ambulatory?
🔍 Key Findings
- Spinal stabilization with 3D-printed patient-specific drill guides (3D-PSGs) was safe, with no immediate perioperative complications reported.
- 84% of pedicle screws were optimally placed, and only 0.5% breached the spinal canal, reflecting high placement accuracy.
- 80% of dogs experienced no neurologic deterioration postoperatively, indicating reliable short-term safety.
- 3D-PSGs were accurate and reproducible, even across multiple institutions and surgeons.
- Mid-term outcomes were favorable: all dogs were ambulatory, and 90% had static or improved neurologic signs.
- 7 of 10 mid-term follow-ups showed abnormal gait, though owners rated lifestyle ≥3/5, suggesting acceptable function.
- 3D-printed guides enabled precise pedicle screw placement in deformed vertebrae, expanding options in small breeds.
- One dog suffered a T4 spinous process fracture due to overextension of PMMA cement, emphasizing the need for cement placement caution.
Veterinary Surgery
4
2024
Clinical outcomes of 20 brachycephalic dogs with thoracolumbar spinal deformities causing neurological signs treated with spinal stabilization using 3D-printed patient-specific drill guides
2024-4-VS-violini-4
In Deveci 2025 et al., on 3D drill guides, what was the median screw trajectory deviation in the transverse plane?
🔍 Key Findings
- Objective: Evaluate feasibility and accuracy of 3D-printed patient-specific drill guides for iliosacral screw placement in cadaver dogs.
- N = 10 canine cadavers (20 hemipelves); screw placement done using fluoroscopic-assisted patient-specific guides (PSG).
- Median cortical breach grade: 0 (IQR 0–1) for all screws.
19/20 screws breached sacral canal wall (all ≤ grade 2), but no screws breached canal contents (grade 3). - Median trajectory deviation: 0.88° transverse, 0.72° dorsal.
- Procedure time: Median 7.2 minutes for guide placement and drilling.
- Conclusions: PSG-assisted screw placement was safe, accurate, and fast, offering clinical potential in pelvic trauma.
Veterinary Surgery
2
2025
Evaluation of 3D‐printed patient‐specific guides to facilitate fluoroscopic‐assisted iliosacral screw placement in dogs
2025-2-VS-deveci-3
In Wood 2024 et al., on knot security and locking throws, how did the failure mode differ between locking and non-locking constructs?
🔍 Key Findings
- Adding a single locking throw significantly increased holding security for specific knots, including the surgeon's throw (p = .0001) and square throw (p = .0002).
- For the Miller's throw (p = .166) and strangle throw (p = .808), no significant improvement was observed with a locking throw.
- After locking throw addition, all five knots leaked at similar pressures (p = .5233), and these pressures exceeded physiologic arterial pressures.
- Surgeon's throw without a locking throw had the lowest leak pressure (62.5 ± 46.2 mm Hg), below physiologic arterial values.
- The square throw without locking also leaked below physiologic pressures (148.7 ± 109.4 mm Hg), though it outperformed the surgeon's throw.
- Miller’s and strangle throws performed significantly better than square or surgeon’s throws without locking, achieving leak pressures >200 mm Hg.
- All knots used 2-0 polyglyconate monofilament (Maxon); no comparisons across suture types or sizes were performed.
- Authors concluded that correct tensioning and locking throw addition are key to safe vascular ligation. Miller’s, strangle, or slip knots are preferred for challenging surgical fields.
Veterinary Surgery
4
2024
Influence of a single locking throw on the in vitro holding security of five friction knots using two monofilament suture materials in a canine model
2024-4-VS-wood-2
In de Moya 2023 et al., on FGPP of femoral capital physeal/neck fractures, which factor was most associated with poor outcomes requiring salvage procedures?
🔍 Key Findings
- 11 dogs, 13 fractures (mostly Salter-Harris type I) were repaired with FGPP using Kirschner wires.
- 10/13 fractures achieved satisfactory healing with good limb function at ~43 days median follow-up.
- Major complications occurred in 5 dogs: intra-articular pin placement, implant migration (2), implant failure with nonunion, and malunion.
- 2 dogs presenting >15 days post-injury with radiographic remodeling were poor candidates → higher risk of nonunion/malunion.
- Preoperative displacement was mostly mild (10/13 fractures); these had better outcomes than chronic or severely displaced cases.
- Median surgical time: 60 minutes (range 45–75), all performed percutaneously without conversion to open.
- Elective pin removal was performed in 5 cases; migration occurred with both short and long cut wires.
- Femoral neck resorption (“apple-coring”) was rare (2/10 healed cases) and thought to be less frequent than after ORIF due to reduced vascular disruption.
Veterinary Surgery
7
2023
Closed reduction and fluoroscopic-guided percutaneous pinning of femoral capital physeal or neck fractures: Thirteen fractures in 11 dogs
2023-7-VS-demoya-2
In Carvajal 2023 et al., on serum biomarkers post-THA, what was the significance of including only dogs with uncomplicated THA?
🔍 Key Findings
- C-reactive protein (CRP) and serum amyloid A (SAA) levels remained low at 3 and 6 months after uncomplicated THA in dogs.
- No significant differences were observed in CRP or SAA between preoperative, 3-month, and 6-month time points.
- Mean CRP values were 3.8 mg/L pre-op, 0.8 mg/L at 3 months, and 1.4 mg/L at 6 months.
- Mean SAA values were 13.9 mg/L pre-op, 14.1 mg/L at 3 months, and 18.4 mg/L at 6 months.
- All dogs recovered normally with no complications or persistent signs of inflammation at follow-up.
- Study establishes baseline CRP and SAA levels for dogs post-THA, useful for comparison in suspected PJI.
- These markers may help differentiate periprosthetic joint infection (PJI) if values deviate from baseline post-THA.
- NSAID therapy was discontinued by 6 months in all dogs, possibly reflecting decreased inflammation.
Veterinary Surgery
1
2023
Serum acute-phase protein concentrations following uncomplicated total hip arthroplasty in dogs
2023-1-VS-carvajal-3
In Espinel Rupérez 2023 et al., in Arthroscopic-assisted hip toggle stabilization in cats, what was the most challenging intraoperative step during AA-HTS in cats?
🔍 Key Findings
- 14 joints from 7 cat cadavers underwent AA-HTS successfully.
- Median surgical time: 46.5 min (29–144), including 7 min for arthroscopy and 40 min for toggle placement.
- Intraoperative complications in 5/14 joints: 4 related to femoral tunnel creation, 1 toggle lodging.
- Toggle passage through femoral tunnel was the most challenging step, mildly difficult in 6 joints.
- Cartilage injury occurred in 10 joints, but all were minor (<10% of cartilage area).
- 13 deviations from planned technique were identified (8 major, 5 minor), all involving femoral tunnel placement.
- No neurovascular, intrapelvic, or major periarticular injuries occurred.
- Authors conclude: AA-HTS is feasible in cats, but associated with high rates of minor iatrogenic cartilage damage, intra-op complications, and technique deviations.
Veterinary Surgery
7
2023
Arthroscopic-assisted hip toggle stabilization in cats: An ex vivo feasibility study
2023-7-VS-espinel-1
In Logothetou 2024 et al., on SPF complications, which flap type had the lowest complication rate on univariable analysis?
🔍 Key Findings
- Complication rate for subdermal plexus flaps (SPFs) in dogs was 53.6%.
- Skin staples had a numerically higher complication rate (72.2%) than sutures (49.3%), but not statistically significant due to small sample size.
- Most common complication was wound dehiscence (35%), followed by seroma (14%) and wound discharge (14%).
- Increased body weight was significantly associated with higher complication risk (OR = 1.056 per kg; p = .029).
- Advancement flaps were associated with a lower incidence of complications on univariable analysis (p < .001).
- Head region flap closures had fewer complications, while proximal pelvic limb closures had the highest complication rate.
- Age was a risk factor—each additional year increased odds of complications (OR = 1.019; p = .004).
- Closure technique did not significantly influence complication severity, though staple use was numerically worse.
Veterinary Surgery
3
2024
Complications and influence of cutaneous closure technique on subdermal plexus flaps in 97 dogs (2006–2022)
2024-3-VS-logothetou-4
In Horwood 2024 et al., on complications in luxoid hip dysplasia, which cup orientation angle was associated with increased risk of postoperative luxation?
🔍 Key Findings
- Luxoid hip dysplasia (LH) was present in 8% of THA cases and significantly increased risk of major complications (p < .001).
- Intraoperative fissures/fractures were 3x more likely in LH dogs vs non-LH (39% vs 16%, p = .001).
- Dorsal luxation was more frequent in LH dogs (28% vs 4%, p = .019).
- Acetabular cup placement with ALO >35° was associated with luxation in LH dogs.
- Morphologic abnormalities (e.g., femoral valgus, lateralization/medialization of cortices) were common in LH and may complicate implantation.
- Despite higher risk, 94% of LH dogs achieved satisfactory outcomes after appropriate revisions.
- Younger age and lighter weight characterized LH dogs (mean age 14.7 months vs 40.9 months, p < .001).
- All LH dogs were treated with cementless stems; prophylactic cerclage was rarely used.
Veterinary Surgery
4
2024
Complications and outcomes of total hip arthroplasty in dogs with luxoid hip dysplasia: 18 cases (2010–2022)
2024-4-VS-horwood-2
Quiz Results
You answered 7 out of 10 questions correctly
Key Findings
