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The Accidental Law: Why 0.05 Rules Science and Why the ASA Wants It Gone
In modern research, the value p = 0.05 often functions as a magical cliff edge. If a result lands on 0.049, it is celebrated as a discovery; if it lands on 0.051, it is dismissed as noise. This rigid threshold determines funding, publication, and drug approvals. Yet, there is no mathematical derivation that proves 0.05 is the "correct" threshold for truth. It is arguably the most influential number in science, but its dominance is essentially an accident of history—a fossil o

Christos Nikolaou
Nov 243 min read


Why Statistics Do Not Always Reflect Reality
The Parable of the Two Exams In science, we often treat the p-value as a definitive verdict on reality. If a study reports a "significant" result ( p < 0.05 ), we assume the effect is real. If it reports a "non-significant" result ( p > 0.05 ), we assume the effect doesn't exist. However, statistics are not a direct measure of reality; they are a measure of uncertainty . And uncertainty depends entirely on the design of the experiment, not just on the subject's talent. To und

Christos Nikolaou
Nov 234 min read


Orthopaedic Stainless Steel vs Titanium: Strength, Springiness, and Stamina
I often hear from colleagues that stainless steel implants are stronger than titanium ones, and from others that the opposite is true. It turns out both are right, depending on what you mean by "strong." I created a chart of the most common implant materials used in traumatology in Granda EduPack, based on the most up-to-date database (2023). The fatigue graphs are from the same source. When we talk about a material being "strong" for an implant, we're often bundling several

Christos Nikolaou
Nov 158 min read


Comments on the Effect of an Orthogonal Locking Plate and Primary Plate Working Length on Construct Stiffness and Plate Strain in an In Vitro Fracture-Gap Model
My Comments on the Article You can find my letter to the editor here . The authors' reply can be found here . This study demonstrates significant effort by the researchers, whose primary concern was whether the working length of an implant affects its stress/strain. For this, they used constructs with different working lengths and measured the strain at the middle part of the plate. They stated that they chose four-point bending to ensure a constant bending moment along the l

Christos Nikolaou
Nov 136 min read



Christos Nikolaou
Jul 240 min read



Christos Nikolaou
Jul 230 min read



Christos Nikolaou
Jul 220 min read



Christos Nikolaou
Jul 220 min read



Christos Nikolaou
Jul 210 min read


Why do these locking screws don't lock? It may be my fault.
Occasionally, implants do not function as we planned due to technical mistakes. In other instances, it may be because there are usage...

Christos Nikolaou
Apr 261 min read


The probability puzzle - Why the probability of a continuous measurement is zero.
What is the chance that your next TPLO candidate needs a TPA of 5 or 6.5 degrees? Zero! In a previous post , we discussed the function of...

Christos Nikolaou
Apr 245 min read


How is the p-value found and what is a Type 1 error?
Watch the post on YouTube. Following the example of the previous post , let's say that the mean height in our sample is not 1.43 standard...

Christos Nikolaou
Apr 212 min read


The test statistic, the standard error, and the p-value (z-statistic).
Watch the YouTube video of the post. If the town we live in has a population close to 5 million people, we can safely consider our sample...

Christos Nikolaou
Apr 215 min read


What is the probability?
This post is about what the probability of something happening is. For this, let's assume that we go down the road and measure the height...

Christos Nikolaou
Apr 212 min read


TTA - Sometimes it works, sometimes it doesn't - Explained
Watch the video of the post on our YouTube channel. The TTA is based on the assumption that the force from the femur to the tibia and...

Christos Nikolaou
Apr 218 min read


Testing of Orthopaedic Implants: A Comprehensive Overview of Stakeholders and Processes
Orthopaedic implants are critical medical devices designed to restore function and alleviate pain for patients with musculoskeletal...

Christos Nikolaou
Apr 116 min read


International Standards of testing orthopaedic implants
A consensus standard of testing serves as a guide, outlining requirements and methodologies to ensure consistency in test results across...

Christos Nikolaou
Apr 15 min read


TPLO to a TPA of 5 degrees - Reif et al.
This is the second post in a series investigating the reasons why the number 5 is so well-embedded in the TPLO literature. Effect of Tibial Plateau Leveling on Stability of the Canine Cranial Cruciate-Deficient Stifle Joint: In Vitro Study Ullrich Reif, Donald A Hulse, Joe G Hauptman The primary objective of the study was to assess the caudal tibial thrust generated after a TPLO procedure, specifically in relation to a tibial plateau angle (TPA) of 5 degrees. The researchers

Christos Nikolaou
Mar 313 min read


The unbeatable 5 - Warzee et. al.
Effect of Tibial Plateau Leveling on Cranial and Caudal Tibial Thrusts in Canine Cranial Cruciate-Deficient Stifles: An In Vitro Experimental Study. Christine C, Warzee, Loic M. Dejardin, Steven P. Arnoczky, Ruby L. Perry Veterinary Surgery 30:278-286, 2001 The researchers used fifteen pelvic limbs from adult dogs of similar size and body weight (range, 27 to 36 kg), which were euthanised for reasons unrelated to the study. The limbs were mounted on a device with the stifles

Christos Nikolaou
Mar 276 min read


The 5-degree golden rule - An Introduction
The target tibial plateau (TPA) angle of 5 degrees for the TPLO procedure is so inherent to our everyday practice that it has become an unquestionable rule for almost two decades. Although I do not question that this target angle will serve most patients well, I wanted to understand the origin of the 5-degree golden rule and challenge its robustness. The TPLO technique was first published by its inventors in 1993 (1). In this first publication, the authors suggest that levell

Christos Nikolaou
Mar 272 min read
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