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An earlier study [ 34] implemented a text categorisation method using a machine-learning technique for the purpose of automatically categorising pathology reports solely on their content, which has demonstrated very good performances.
No study justified its choice of categorisation method.
The categorisations lead to two different clusterings of stakeholders and suggest unhelpful stereotyping of stakeholders may occur with the Intuitive categorisation method.
Descriptive statistics were used to compare the classification performance of each categorisation method.
According to the categorisation method used in this study 27% of patients were at low risk, 56% were at moderate risk and 17% were at high risk of a poor outcome.
To enhance the validity of the categorisation method and guard against researcher bias, two colleagues independently viewed a selection of original uncoded manuscripts and provided feedback on their interpretation.
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The impact of using different categorisation methods on identifying risk factors for resistance is unknown.
As clinical use of categorisation methods and subsequently stratified care also require repeated testing, the tool used also needs to prove longitudinal validity and this has recently been established for the CSQ24 [ 23].
The observational and categorisation methods were based on those developed by others: 14 16 the development of the glitch categories and the testing of interobserver reliability have been described previously.
Ascertainment of interval breast cancers poses a number of challenges that include identification (requiring linkage to cancer registries), standardisation, and validation of review and categorisation methods, as well as access to the films taken at diagnosis.
In our study, we analysed Italian and reanalysed French BSE data in parallel, with a more appropriate data categorisation and method, in order to characterise and compare BSE trends in both countries, as they experienced different types of BSE epidemics.
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