name: "gatk4_cnnscorevariants"
description: Apply a Convolutional Neural Net to filter annotated variants
keywords:
  - gatk4_cnnscorevariants
  - gatk4
  - variants
tools:
  - gatk4:
    description: |
      Developed in the Data Sciences Platform at the Broad Institute, the toolkit offers a wide variety of tools
      with a primary focus on variant discovery and genotyping. Its powerful processing engine
      and high-performance computing features make it capable of taking on projects of any size.
    homepage: https://gatk.broadinstitute.org/hc/en-us
    documentation: https://gatk.broadinstitute.org/hc/en-us/categories/360002369672s
    doi: 10.1158/1538-7445.AM2017-3590
    licence: ["Apache-2.0"]

input:
  - meta:
      type: map
      description: |
        Groovy Map containing sample information
        e.g. [ id:'test', single_end:false ]
  - vcf:
      type: file
      description: VCF file
      pattern: "*.vcf.gz"
  - tbi:
      type: file
      description: VCF index file
      pattern: "*.vcf.gz.tbi"
  - aligned_input:
      type: file
      description: BAM/CRAM file from alignment (optional)
      pattern: "*.{bam,cram}"
  - intervals:
      type: file
      description: Bed file with the genomic regions included in the library (optional)
  - fasta:
      type: file
      description: The reference fasta file
      pattern: "*.fasta"
  - fai:
      type: file
      description: Index of reference fasta file
      pattern: "*.fasta.fai"
  - dict:
      type: file
      description: GATK sequence dictionary
      pattern: "*.dict"
  - architecture:
      type: file
      description: Neural Net architecture configuration json file (optional)
      pattern: "*.json"
  - weights:
      type: file
      description: Keras model HD5 file with neural net weights. (optional)
      pattern: "*.hd5"

output:
  - meta:
      type: map
      description: |
        Groovy Map containing sample information
        e.g. [ id:'test', single_end:false ]
  - versions:
      type: file
      description: File containing software versions
      pattern: "versions.yml"
  - vcf:
      type: file
      description: Annotated VCF file
      pattern: "*.vcf"
  - tbi:
      type: file
      description: VCF index file
      pattern: "*.vcf.gz.tbi"

authors:
  - "@FriederikeHanssen"