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Sample of features by type for the influenza review.
Note: For alphabetic and alphanumeric+ sets, features with an underscore between pairs of words came from titles. For the indexing set, features mainly came from MeSH and... -
Reviewer statements and editorial decisions.
1Probability (“risk”) of a manuscript in this group being published compared to the probability of a manuscript in both other groups. -
The Impact of Funding through the RF President’s Grants for Young Scientists ...
The impact of grants on research productivity has been investigated by a number of retrospective studies. The results of these studies vary considerably. The objective of my... -
The characteristics of awarded and rejected applicants with the CoS or DoS de...
Note: 1Work at a university differs from that at a research institute, mainly, in the need to complement one’s scientific activity with teaching. 2An Russian Academy of... -
Agreement among reviewers regarding recommendations on the publication of eva...
Cohen's kappa for this 3×3 cross table: 0.059 [95%-CI: −0.016–0.134], Spearman's r: 0.17 (p<0.0001). When “accept” and “accept after revision” were condensed into one variable... -
Mean performance of the cNB classifier by systematic review and feature set.
aBaseline F3 (%): Ameloblastoma = 40.20; Influenza = 38.96; Galactomannan = 31.00; Malaria = 58.82; Organ transplant = 32.03. All mean F3 values surpassed the baseline values,... -
Feature set size by systematic review before and after filtering for informat...
aIG = information gain.bSR = systematic review.cA and B refer to random halves of the data. -
Exemplary calculation of the alternative kappa statistic as proposed by Gwet ...
Alternative chance agreement probability: e(y) = 2P1(1-P1). Approximate chance that a rater (A or B) classifies a subject into category “acceptance”. P1 = [(A1+B1)/2]/N.... -
r37980778c78--9790947b4defcb020200bb8c0dd733b5
Note: Count data and values of delta (Δ) were presented as median (25th and 75th percentiles). the p values were calculated based on the results of the comparison of... -
Various measurements of reviewer agreement in three studies involving manuscr...
Positive agreement denotes agreement regarding acceptance, negative agreement refers to agreement regarding rejection of a manuscript. -
Results S1 - Feature Engineering and a Proposed Decision-Support System for S...
Review by Feature Set Results. A more detailed presentation of the performance results for B|A and A|B independent tests, as well as mean performance. Results are presented for...
