Exact(1)
Both hospital systems utilize a formal drug reconciliation protocol to ensure that drugs are correctly documented in the electronic health record at the time of hospital discharge.
Similar(59)
Frequent phone calls were used to answer queries and ensure that data were correctly documented.
Chaperone name or signature was correctly documented in 39 of 96 cases, in 26 cases lead clinician signature was present and the remaining 31 were left blank.
However, dictionary-based systems are more suitable and effective when we have closely defined and updated vocabulary names and when names are correctly written in documents.
To evaluate the effectiveness of the model, some statistical measures were used: recall (fraction of relevant documents that are correctly classified), precision (fraction of documents correctly classified as relevant), F-measure (harmonic mean between recall and precision), and kappa statistic (which takes the output confusion matrix of an evaluation and reduces it to one value).
The recall and precision for each category are shown in Table 3. Recall is the fraction of relevant documents that are correctly identified compared to the total number of documents in that category.
Precision is the percentage of documents that are correctly classified as being positive.
Recall is the percentage of positive documents that are correctly classified.
Note that the categorization task is focused on how to maximize the number of relevant documents that are correctly classified (recall), putting aside other stats like precision or F-measure.
Next, traditional legal documents would have authority, but only if they are correctly drawn up.
A high percentage (97.1%) of MDM decisions were correctly and accurately documented.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com