By using $(71)$ and $(70)$ identities of Mathworld's hypergeometric function page, $${_2}F{_1}(1,1;\tfrac12;\tfrac12)\stackrel{(71)}{=}2\,{_2}F{_1}(1,-\tfrac12;\tfrac12;-1)\stackrel{(70)}{=}2\left(\tfrac{\sqrt\pi}2\tfrac{\Gamma(\tfrac12)}{\Gamma(1)}+1\right)=\pi+2.$$ But, WolframAlpha calculates it as $\tfrac{\pi}2+2.$ Where is my mistake?
I also wonder whether there is an Euler-type integral that can be used to calculate ${_2}F{_1}(1,1;\tfrac12;\tfrac12)$.
Thanks for reading.
The only real Euler-type integral (barring complex contour integrals that look like Euler-type integrals in their integrands) is \begin{align} {_2}F{_1}(1,1;\frac{1}{2}; -1) = 2 \int_0^\infty e^{-2t} {_1}F{_1}(1,\frac{1}{2}, t) \,dt, \end{align}
(NIST Handbook 2010, eq. 13.10.3)
It is easily verifiable that
$${_1}F{_1}(1,\frac{1}{2}, t) = 1 + e^t \sqrt{\pi} \sqrt{t} \;\text{erf}(\sqrt{t})$$
in which $\text{erf}$ is the error function (hint: combine NIST Handbook 2010, eq. 13.6.5 and 13.6.7 p. 332 with $a=-\frac{1}{2}$ and integrate using 13.3.15; or expand series).
Hence:
\begin{align} {_2}F{_1}(1,1;\frac{1}{2}; -1) = 1+ 2 \sqrt{\pi} \; \mathscr{L}(\sqrt{t} \text{ erf}(\sqrt{t}); 1) \end{align}
The Laplace transform $\mathscr{L}(\sqrt{t} \text{ erf}(\sqrt{t}); p)$ is tabulated (for example, Prudnikov et al. Vol. 4, eq. 8 p. 172):
$$\mathscr{L}(\sqrt{t} \text{ erf}(\sqrt{t}); p) = \frac{1}{\sqrt{\pi p^3}}\left(\frac{\sqrt{p}}{p+1} + \arctan(\frac{1}{\sqrt{p}})\right)$$ whence
\begin{align} {_2}F{_1}(1,1;\frac{1}{2}; -1) &= 1+ 2 \sqrt{\pi} \frac{1}{\sqrt{\pi }}\left(\frac{1}{2} + \arctan(1)\right) \\ &= 2 + 2 \arctan(1) \\ &= 2 + \frac{\pi}{2} \end{align}
It follows that Mathworld has a mistake in its equation $(70)$ as commented by Semiclassical.