rewirebio.iobenchmarks
Configuration

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)

Kaiju on Trimmomatic-trimmed reads, human reads removed (Bowtie2 to GRCh38) before classification.

4 evaluations · 44 results

Overview

Kaiju on Trimmomatic-trimmed reads, human reads removed (Bowtie2 to GRCh38) before classification.

Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.

Evaluations and results

4 evaluations · 44 results. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.963 auroc
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell D16, row 'Kaiju', column 'AUC'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
39.3 regression-intercept
unitless · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell J16, row 'Kaiju', column 'LR intercept'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
62.3% pearson-r-squared
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell K16, row 'Kaiju', column 'LR r2, %'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
-2.59 regression-slope
unitless · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell I16, row 'Kaiju', column 'LR slope'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
10000 negative-predictive-value
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell H16, row 'Kaiju', column 'NPV (ROC)'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.369 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell G16, row 'Kaiju', column 'PPV (ROC)'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.0534 roc-distance
unitless · lower

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell C16, row 'Kaiju', column 'Informedness'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
10000 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell E16, row 'Kaiju', column 'SN (ROC)'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.947 specificity
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell F16, row 'Kaiju', column 'SL (ROC)'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
5 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell L16, row 'Kaiju', column 'Taxa'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, family level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
5 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: family level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-family-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Family', block 'excl. human reads', cell M16, row 'Kaiju', column 'Taxa with reads >0'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.954 auroc
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell D17, row 'Kaiju', column 'AUC'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
39.3 regression-intercept
unitless · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell J17, row 'Kaiju', column 'LR intercept'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
61.5% pearson-r-squared
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell K17, row 'Kaiju', column 'LR r2, %'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
-2.56 regression-slope
unitless · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell I17, row 'Kaiju', column 'LR slope'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.999 negative-predictive-value
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell H17, row 'Kaiju', column 'NPV (ROC)'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.489 precision
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell G17, row 'Kaiju', column 'PPV (ROC)'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.0521 roc-distance
unitless · lower

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell C17, row 'Kaiju', column 'Informedness'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.958 recall
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell E17, row 'Kaiju', column 'SN (ROC)'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.969 specificity
fraction · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell F17, row 'Kaiju', column 'SL (ROC)'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
10 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell L17, row 'Kaiju', column 'Taxa'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, genus level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
10 count
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: genus level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-genus-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Genus', block 'excl. human reads', cell M17, row 'Kaiju', column 'Taxa with reads >0'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, species level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
0.958 auroc
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: species level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-species-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Species', block 'excl. human reads', cell D23, row 'Kaiju', column 'AUC'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, species level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
39.3 regression-intercept
unitless · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: species level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-species-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Species', block 'excl. human reads', cell J23, row 'Kaiju', column 'LR intercept'
Configuration: Kaiju, human reads removed (Bowtie2 to GRCh38) before classification (Carbo et al. 2022)Protocol: Respiratory virus detection against PCR, species level, read-count cut-off 0 (Carbo et al. 2022 Supplementary Table 1)
Dataset: Nasal washings from COPD patients with respiratory complaints, metagenomic sequencing and 13-target respiratory PCR panel (Carbo et al. 2022)
61.8% pearson-r-squared
percent · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Kaiju, human reads removed (Bowtie2 to GRCh38) before classification: species level, read-count cut-off 0 (Carbo et al. 2022)

rna-pathogen-20261009-protocol-carbo2022-species-cutoff-0

Aggregation: Not reported

Carbo et al. medRxiv preprint v1, Supplementary Tables 1 and 2 · Supplementary Table 1 sheet 'Suppl table 1-Species', block 'excl. human reads', cell K23, row 'Kaiju', column 'LR r2, %'

Source checking is not independent reproduction. Release 2026-10-09-8cc1db47c7f9.

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Release 2026-10-09-8cc1db47c7f9 · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: rna-pathogen-20261009-config-carbo2022-kaiju-excl-human

areas
microbes-communities
contexts
clinical_research
method types
conventional_pipeline
reported name
Kaiju
source locator
Section 2.5; 2.6.3; Table 2 column 'Kaiju' and footnote; Section 2.3 (pre-processing)
foundation model eligible
false
version
1.7.3
parameters
Viral NCBI RefSeq genomes downloaded 2020-12-27; greedy mode, up to five mismatches. Pre-processing: Trimmomatic v0.36 trimming, adapter clipping and low-complexity filtering; human reads removed (Bowtie2 to GRCh38) before classification.
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