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Choosing a Purebred German Shepherd Breeder At an exhibition of dogs in 1899, Von Stephanitz saw a dog named Hektor Linksrhein that was perfect for his ideals for the breed. He bought him and renamed Horand von Grafrath. The breed standard stipulates that hind angulation should match front angulation and avoid over-angulation. Unfortunately this has lead to an upward slope in the back of many show-strain dogs. Reputable Breeders When it comes time to purchase purebred German Shepherds,

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Although reference intervals (RIs) and clinical decision limits (CDLs) are vital laboratory information for supporting the interpretation of numerical clinical pathology results, there is evidence that RIs and CDLs vary in certain contexts as well as other evidence that RIs and CDLs are flawed. We propose a random forest algorithm-based exploration methodology by using phenotype transformation of independent variables in relation to dependent variables to capture latent decision variables and their cutoff values. We denote certain CDLs within the RIs estima