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254 lines
9.6 KiB
Markdown
254 lines
9.6 KiB
Markdown
# Data Sets with 618 Antimicrobial Drugs
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Two data sets containing all antimicrobials and antivirals. Use
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[`as.ab()`](https://amr-for-r.org/reference/as.ab.md) or one of the
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[`ab_*`](https://amr-for-r.org/reference/ab_property.md) functions to
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retrieve values from the antimicrobials data set. Three identifiers are
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included in this data set: an antimicrobial ID (`ab`, primarily used in
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this package) as defined by WHONET/EARS-Net, an ATC code (`atc`) as
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defined by the WHO, and a Compound ID (`cid`) as found in PubChem. Other
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properties in this data set are derived from one or more of these codes.
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Note that some drugs have multiple ATC codes.
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**The `antibiotics` data set has been renamed to `antimicrobials`. The
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old name will be removed in a future version.**
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## Usage
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``` r
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antimicrobials
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antibiotics
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antivirals
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```
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## Format
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### For the antimicrobials data set: a [tibble](https://tibble.tidyverse.org/reference/tibble.html) with 498 observations and 14 variables:
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- `ab`
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antimicrobial ID as used in this package (such as `AMC`), using the
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official EARS-Net (European Antimicrobial Resistance Surveillance
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Network) codes where available. ***This is a unique identifier.***
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- `cid`
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Compound ID as found in PubChem. ***This is a unique identifier.***
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- `name`
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Official name as used by WHONET/EARS-Net or the WHO. ***This is a
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unique identifier.***
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- `group`
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A short and concise group name, based on WHONET and WHOCC definitions
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- `atc`
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ATC codes (Anatomical Therapeutic Chemical) as defined by the WHOCC,
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like `J01CR02` (last updated May 4th, 2025):
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- `atc_group1`
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Official pharmacological subgroup (3rd level ATC code) as defined by
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the WHOCC, like `"Macrolides, lincosamides and streptogramins"`
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- `atc_group2`
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Official chemical subgroup (4th level ATC code) as defined by the
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WHOCC, like `"Macrolides"`
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- `abbr`
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List of abbreviations as used in many countries, also for
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antimicrobial susceptibility testing (AST)
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- `synonyms`
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Synonyms (often trade names) of a drug, as found in PubChem based on
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their compound ID
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ATC properties (last updated May 4th, 2025):
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- `oral_ddd`
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Defined Daily Dose (DDD), oral treatment, currently available for 180
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drugs
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- `oral_units`
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Units of `oral_ddd`
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- `iv_ddd`
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Defined Daily Dose (DDD), parenteral (intravenous) treatment,
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currently available for 153 drugs
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- `iv_units`
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Units of `iv_ddd`
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LOINC:
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- `loinc`
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All codes associated with the name of the antimicrobial drug from
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Logical Observation Identifiers Names and Codes (LOINC), Version 2.76
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(18 September, 2023). Use
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[`ab_loinc()`](https://amr-for-r.org/reference/ab_property.md) to
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retrieve them quickly, see
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[`ab_property()`](https://amr-for-r.org/reference/ab_property.md).
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### For the antivirals data set: a [tibble](https://tibble.tidyverse.org/reference/tibble.html) with 120 observations and 11 variables:
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- `av`
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Antiviral ID as used in this package (such as `ACI`), using the
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official EARS-Net (European Antimicrobial Resistance Surveillance
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Network) codes where available. ***This is a unique identifier.***
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Combinations are codes that contain a `+` to indicate this, such as
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`ATA+COBI` for atazanavir/cobicistat.
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- `name`
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Official name as used by WHONET/EARS-Net or the WHO. ***This is a
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unique identifier.***
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- `atc`
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ATC codes (Anatomical Therapeutic Chemical) as defined by the WHOCC,
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see *Details*
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- `cid`
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Compound ID as found in PubChem. ***This is a unique identifier.***
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- `atc_group`
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Official pharmacological subgroup (3rd level ATC code) as defined by
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the WHOCC
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- `synonyms`
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Synonyms (often trade names) of a drug, as found in PubChem based on
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their compound ID
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- `oral_ddd`
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Defined Daily Dose (DDD), oral treatment
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- `oral_units`
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Units of `oral_ddd`
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- `iv_ddd`
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Defined Daily Dose (DDD), parenteral treatment
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- `iv_units`
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Units of `iv_ddd`
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- `loinc`
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All codes associated with the name of the antiviral drug from Logical
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Observation Identifiers Names and Codes (LOINC), Version 2.76 (18
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September, 2023). Use
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[`av_loinc()`](https://amr-for-r.org/reference/av_property.md) to
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retrieve them quickly, see
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[`av_property()`](https://amr-for-r.org/reference/av_property.md).
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An object of class `deprecated_amr_dataset` (inherits from `tbl_df`,
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`tbl`, `data.frame`) with 498 rows and 14 columns.
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An object of class `tbl_df` (inherits from `tbl`, `data.frame`) with 120
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rows and 11 columns.
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## Source
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- WHO Collaborating Centre for Drug Statistics Methodology, Guidelines
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for ATC classification and DDD assignment, Oslo Accessed from
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<https://atcddd.fhi.no/atc_ddd_index/> on May 4th, 2025.
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- Logical Observation Identifiers Names and Codes (LOINC), Version 2.76
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(18 September, 2023). Accessed from <https://loinc.org> on October
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19th, 2023.
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- European Commission Public Health PHARMACEUTICALS - COMMUNITY
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REGISTER:
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<https://ec.europa.eu/health/documents/community-register/html/reg_hum_atc.htm>
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## Details
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Properties that are based on an ATC code are only available when an ATC
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is available. These properties are: `atc_group1`, `atc_group2`,
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`oral_ddd`, `oral_units`, `iv_ddd` and `iv_units`. Do note that ATC
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codes are not unique. For example, J01CR02 is officially the ATC code
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for "amoxicillin and beta-lactamase inhibitor". Consequently, these two
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items from the antimicrobials data set both return `"J01CR02"`:
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ab_atc("amoxicillin/clavulanic acid")
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ab_atc("amoxicillin/sulbactam")
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Synonyms (i.e. trade names) were derived from the PubChem Compound ID
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(column `cid`) and are consequently only available where a CID is
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available.
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## Download Our Reference Data
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All reference data sets in the AMR package - including information on
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microorganisms, antimicrobials, and clinical breakpoints - are freely
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available for download in multiple formats: R, MS Excel, Apache Feather,
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Apache Parquet, SPSS, and Stata.
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For maximum compatibility, we also provide machine-readable,
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tab-separated plain text files suitable for use in any software,
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including laboratory information systems.
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Visit [our website for direct download
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links](https://amr-for-r.org/articles/datasets.html), or explore the
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actual files in [our GitHub
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repository](https://github.com/msberends/AMR/tree/main/data-raw/datasets).
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## WHOCC
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This package contains **all ~550 antibiotic, antimycotic and antiviral
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drugs** and their Anatomical Therapeutic Chemical (ATC) codes, ATC
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groups and Defined Daily Dose (DDD) from the World Health Organization
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Collaborating Centre for Drug Statistics Methodology (WHOCC,
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<https://atcddd.fhi.no>) and the Pharmaceuticals Community Register of
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the European Commission
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(<https://ec.europa.eu/health/documents/community-register/html/reg_hum_atc.htm>).
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These have become the gold standard for international drug utilisation
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monitoring and research.
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The WHOCC is located in Oslo at the Norwegian Institute of Public Health
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and funded by the Norwegian government. The European Commission is the
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executive of the European Union and promotes its general interest.
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**NOTE: The WHOCC copyright does not allow use for commercial purposes,
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unlike any other info from this package.** See
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<https://atcddd.fhi.no/copyright_disclaimer/.>
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## See also
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[microorganisms](https://amr-for-r.org/reference/microorganisms.md),
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[intrinsic_resistant](https://amr-for-r.org/reference/intrinsic_resistant.md)
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## Examples
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``` r
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antimicrobials
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#> # A tibble: 498 × 14
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#> ab cid name group atc atc_group1 atc_group2 abbreviations synonyms
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#> <ab> <dbl> <chr> <chr> <lis> <chr> <chr> <list> <named >
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#> 1 AMA 4649 4-ami… Anti… <chr> Drugs for… Aminosali… <chr [1]> <chr>
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#> 2 ACM 6450012 Acety… Macr… <chr> NA NA <chr [1]> <chr>
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#> 3 ASP 49787020 Acety… Macr… <chr> NA NA <chr [1]> <chr>
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#> 4 ALS 8954 Aldes… Othe… <chr> Drugs for… Drugs for… <chr [1]> <chr>
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#> 5 AMK 37768 Amika… Amin… <chr> Aminoglyc… Other ami… <chr [6]> <chr>
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#> 6 AKF NA Amika… Amin… <chr> NA NA <chr [1]> <chr>
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#> 7 AMO 54260 Amoro… Anti… <chr> Antifunga… Other ant… <chr [1]> <chr>
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#> 8 AMX 33613 Amoxi… Beta… <chr> Beta-lact… Penicilli… <chr [4]> <chr>
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#> 9 AMC 23665637 Amoxi… Beta… <chr> Beta-lact… Combinati… <chr [6]> <chr>
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#> 10 AXS 465441 Amoxi… Beta… <chr> NA NA <chr [1]> <chr>
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#> # ℹ 488 more rows
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#> # ℹ 5 more variables: oral_ddd <dbl>, oral_units <chr>, iv_ddd <dbl>,
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#> # iv_units <chr>, loinc <list>
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antivirals
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#> # A tibble: 120 × 11
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#> av name atc cid atc_group synonyms oral_ddd oral_units iv_ddd
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#> <av> <chr> <chr> <dbl> <chr> <list> <dbl> <chr> <dbl>
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#> 1 ABA Abacavir J05A… 4.41e5 Nucleosi… <chr> 0.6 g NA
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#> 2 ACI Aciclovir J05A… 1.35e8 Nucleosi… <chr> 4 g 4
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#> 3 ADD Adefovir… J05A… 6.09e4 Nucleosi… <chr> 10 mg NA
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#> 4 AME Amenamev… J05A… 1.14e7 Other an… <chr> 0.4 g NA
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#> 5 AMP Amprenav… J05A… 6.50e4 Protease… <chr> 1.2 g NA
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#> 6 ASU Asunapre… J05A… 1.61e7 Antivira… <chr> 0.2 g NA
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#> 7 ATA Atazanav… J05A… 1.48e5 Protease… <chr> 0.3 g NA
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#> 8 ATA+COBI Atazanav… J05A… 8.66e7 Antivira… <chr> NA NA NA
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#> 9 ATA+RIT Atazanav… J05A… 2.51e7 Antivira… <chr> 0.3 g NA
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#> 10 BAM Baloxavi… J05A… 1.24e8 Other an… <chr> 40 mg NA
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#> # ℹ 110 more rows
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#> # ℹ 2 more variables: iv_units <chr>, loinc <list>
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```
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