Being lazy, I also computed the antiderivative.
The problem is that Mathematica does not evaluate the result at the bounds since it faces indeterminate forms.
However, series expansions give
$$I(1)=\left(\frac{1}{48} \pi (43 \pi -24)+\frac{\log ^2(2)}{4}+\log
(2)+i \pi \log (2)\right)+\frac{x-1}{2}+O\left((x-1)^2\right)$$
$$I(0)=\frac{1}{12} \left(-3 \pi +10 \pi ^2+6 \log (2) (-1+2 i \pi +2\log
(2))\right)+\frac{x}{2}+O\left(x^2\right)$$ and then the result.
Edit
Using @Iosif Pinelis's suggestion at the end of his answer, integrating by parts lead to
$$\int\frac{\log(1+x^2(x-1)/2)}{x^2(x-1)}dx=\left(\frac{1}{x}+\log (1-x)-\log (x)\right) \log\left(\frac{1}{2} (x-1) x^2+1\right)-$$
$$\int\frac{x (3 x-2) \left(\frac{1}{x}+\log (1-x)-\log
(x)\right)}{(x+1) \left(x^2-2 x+2\right)}\,dx$$ Using the bounds, the first term is $0$
$$I_1=\int_0^1\frac{3 x-2}{(x+1) \left(x^2-2 x+2\right)}\,dx=\int_0^1 \left(\frac{x}{x^2-2 x+2}-\frac{1}{x+1}\right)\,dx$$
$$I_1=\frac{1}{4} (\pi -6 \log (2))$$ For the remaining
$$\frac{x(3 x-2)}{(x+1) \left(x^2-2 x+2\right)}=\frac{1}{x-(1-i)}+\frac{1}{x+1}+\frac{1}{x-(1+i)}$$ leads to simple integrals and
$$\int\frac{x (3 x-2) \left(\log (1-x)-\log
(x)\right)}{(x+1) \left(x^2-2 x+2\right)}\,dx=\frac{3 \log ^2(2)}{4}-\frac{\pi ^2}{16}$$ and then the result.
I suppose that this is the simplest manual approach.