Criteria adherence and citation impact of urologic Cochrane review co‐publications
Bibliographic record
Abstract
Introduction: Cochrane systematic reviews are widely recognized as authoritative sources of evidence. To improve dissemination and impact, editorial groups often encourage co-publication of their reviews in other journals. Our study aimed to analyze urology-relevant co-publications and determine their adherence to Cochrane's four co-publication criteria and impact using citation analysis. Methods: We systematically identified all Cochrane reviews published by the Urology, Incontinence, Renal, and Transplantation Groups from 1998 to 2021 as well as subsequent co-publications using MEDLINE, Web of Science, Scopus, and Google Scholar databases. We also determined adherence to Cochrane's four co-publication criteria and analyzed citation rates. Results: Of the 202 Cochrane reviews included, 52 (25.7%) had an associated co-publication. The majority of the co-publications corresponded to the Urology Group (39; 76.9%), followed by the Incontinence (9; 17.3%) and Kidney and Transplant Group (3; 5.8%). Only 21 (40.0%) co-publications met all four co-publication criteria, with the most common criteria not satisfied was inclusion of the word "Cochrane" in the co-publication title (50% adherence). The proportion adhering to a subset of criteria significantly increased for reviews published between 2013 and 2021 compared to those from 1998 to 2012. Compared to corresponding Cochrane reviews, there was no significant difference in the number of citations of co-publications across all sampled databases, although co-publication citations were usually less than those of original reviews. Conclusion: Approximately one in four urology-related Cochrane reviews are co-published. Though co-publications garnered a considerable number of citations that could help in the dissemination of Cochrane reviews, many are not readily identifiable as such.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.186 | 0.359 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".