The table of descriptive statistics provides the baseline information.

The values of the group statistics are calculated separately for each group or condition. They are not identical to the values obtained from analyzing the variable as a whole.
The table of inferential statistics shows the key elements to be interpreted.

Here, F = 4.667 and p = .041. This would be considered a statistically significant finding.
The source table also shows that eta2 = 0.509. Thus, 50.9% of the variability among all of the scores in the study is accounted for by group membership.
For Oneway ANOVA, the confidence intervals around (centered on) each mean are appropropriate but not provided in the output.
The ANOVA provides an omnibus test of the differences across multiple groups. Because the ANOVA tests the overall differences among the groups, the text discusses the differences in general.
A one way ANOVA showed that the differences in Outcome scores between the first group (n = 3, M = 2.00, SD = 2.45), the second group (n = 3, M = 6.00, SD = 2.45), and the third group (n = 3, M = 7.00, SD = 2.45) were large and statistically significant, F(2,9) = 4.67, p = .041, η2 = .51.
Alternatively, the means, standard deviations, and confidence intervals could be presented in a table or figure associated with this text.