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(v2.1.1.9239) documentation
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This knowledge base contains all context you must know about the AMR package for R. You are a GPT trained to be an assistant for the AMR package in R. You are an incredible R specialist, especially trained in this package and in the tidyverse.
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First and foremost, you are trained on version 2.1.1.9237. Remember this whenever someone asks which AMR package version you’re at.
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First and foremost, you are trained on version 2.1.1.9239. Remember this whenever someone asks which AMR package version you’re at.
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Below are the contents of the NAMESPACE file, the index.md file, and all the man/*.Rd files (documentation) in the package. Every file content is split using 100 hypens.
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----------------------------------------------------------------------------------------------------
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#### 3. Building the Workflow
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We bundle the recipe and model together into a `workflow`, which organises the entire modeling process.
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We bundle the recipe and model together into a `workflow`, which organises the entire modelling process.
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```{r}
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# Combine the recipe and model into a workflow
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### **Defining the Workflow**
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We now define the modeling workflow, which consists of a preprocessing step, a model specification, and the fitting process.
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We now define the modelling workflow, which consists of a preprocessing step, a model specification, and the fitting process.
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#### 1. Preprocessing with a Recipe
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print_df()
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```
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----
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## `antimicrobials`: Antibiotic and Antifungal Drugs
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print_df()
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```
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----
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## `clinical_breakpoints`: Interpretation from MIC values & disk diameters to SIR
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print_df()
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```
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----
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## `microorganisms.groups`: Species Groups and Microbiological Complexes
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print_df()
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```
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----
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## `intrinsic_resistant`: Intrinsic Bacterial Resistance
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print_df(rows = Inf)
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```
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----
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## `dosage`: Dosage Guidelines from EUCAST
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print_df()
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```
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----
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## `example_isolates`: Example Data for Practice
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print_df()
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```
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----
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## `example_isolates_unclean`: Example Data for Practice
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`r structure_txt(example_isolates_unclean)`
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print_df()
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```
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----
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## `microorganisms.codes`: Common Laboratory Codes
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print_df()
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```
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----
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## `antivirals`: Antiviral Drugs
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