Incorporating human knowledge in unsupervised learning is a promising approach to create high-quality topic models.
"In addition to earning money when Medium members engage with your work, our system added bonuses to stories that our editors designate as high quality in important topic areas," the email read.
To ensure research of the highest quality, each topic described above will be managed by one or more of the journal's associate editors, an outstanding network of international, multidisciplinary, and geographically diverse experts, who together will direct and shape the launch and evolution of the journal.
Sensitivity for a given topic is defined as the proportion of high quality articles for that topic that are retrieved; specificity is the proportion of low quality articles not retrieved; precision is the proportion of retrieved articles that are of high quality; and accuracy is the proportion of all articles that are correctly classified.
The number of studies and the limited high quality evidence on this topic means that no effect by country or continent could be found.
Therefore, although MCs may be associated with pain, it remains unclear if MCs are of clinical importance for prescribing treatment for a patient with LBP and more high quality research on the topic is needed.
Another review, however, concluded there was insufficient evidence for a longitudinal relationship between childhood sedentary time and cardiovascular health indicators, because of a lack of high quality studies addressing this topic [ 59].
In addition, the results of a systematic review on the role of blended learning in the clinical education of health-care students, which identified only a few high quality studies on this topic, provided only rudimentary evidence that technology-enhanced teaching improves clinical competencies [ 32].
It would be beneficial for more high quality studies on this topic to be conducted to improve the strength of our recommendations, given the low confidence in most of these estimates due to a small number of studies included in each MA.
Our review has highlighted the need for more high quality diagnostic research on the topic.
10 Perhaps the most surprising outcome of reviews linking dietary factors and cancer prevention is how few strong conclusions can be drawn from the large number of high quality studies published on this topic.
