Intelligent search engines Intelligent search engines

The new brainiacs

Search engines have evolved to meet the changing demands of users. In the beginning, online searching was limited to finding web pages containing specified keywords. However, over time, search algorithms have advanced to better understand the context of queries, delivering more accurate and relevant results. Three such intelligent search engines are described: Consensus, Elicit, and Perplexity.

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Intelligent search engines Intelligent search engines

A seance

The existence of publication bias can alter the results of a meta-analysis. The trim and fill method attempts to calculate an estimate of the effect corrected for bias that may have been introduced by missing studies. The objective is to impute these missing studies and include them in the funnel plot until the asymmetry disappears. Once this extended funnel is achieved, the effect measure is recalculated to obtain an estimate that corrects the effect of small studies.

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Intelligent search engines Intelligent search engines

Behind the scenes

Shapiro-Wilk and Kolmogorov-Smirnov tests are the most commonly used contrast tests to check the goodness of fit to a normal distribution of our data. Its implementation is described step by step and its equivalence in graphical methods such as the theoretical quantile graph and the cumulative density function graph.

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Intelligent search engines Intelligent search engines

The vanishing hitchhiker

The p curve focuses on the significant p values of the primary studies of a meta-analysis and allows us to estimate, in addition to publication bias, whether there may be a real effect after the study, what its magnitude is, and whether there is suspicion of improper practices by researchers to obtain statistically significant values.

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