Emil Kierkegaard, who runs this site, wrote a program which extracts data from tables in a file e.g., pdf -- so compiling the scores need not be as laborious for you as it was for us.
Actually no. I use ABBYY FineReader (FR) to do this. It can recognize tables in pictures.
FR is very expensive, but pirated editions can be found.
When you have FR installed, then simply take a screenshot of the table in a PDF you need. Then have FR recognize it. This takes a few seconds at most and will usually produce near flawless results.
For instance, the huge Table 1 in this publication. For whatever reason, the authors do not supply a datafile (inexcusable in my opinion). However, I have recreated it from their image. Result:
https://docs.google.com/spreadsheets/d/16XQBt7rQhLakITiy3_xyQjHxjDBxhDpMtQZsZY1mkrE/edit#gid=0
Now researchers can use this dataset for meta-analytic methods. While the authors find no publication bias, it is clearly visible in their funnel plot. Simply correlating the SE and OR gives r=.29 (K=148, CI95 0.13-0.43).
One will need to reanalyze this data with a newer method that can find the population size given publication biased data. E.g. PET-PEESE http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4115664/ or Assen et al's method van Assen, M. A., van Aert, R., & Wicherts, J. M. (2014). Meta-Analysis Using Effect Size Distributions of Only Statistically Significant Studies.