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Configuration

Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)

Karius mcfDNA-Seq results interpreted with: all positive tests.

3 evaluations · 40 results

Overview

An explanatory profile has not yet been reviewed for this record.

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

Evaluations and results

3 evaluations · 40 results. Different protocols are not a single leaderboard.

Sorted by True positives (episodes with all culture organisms detected; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture) (higher is better). The best value in each column is highlighted. Decimals are rounded for display; each value links to the printed value and its source.

Tested configurationProtocol and datasetTrue positives (episodes with all culture organisms detected; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture)True positives (episodes with all culture organisms detected; all bloodstream infection episodes; with logical imputation of missing values; reference: organisms identified by blood culture)True positives (episodes with all culture organisms detected; bacterial bloodstream infections; raw data; reference: organisms identified by blood culture)True positives (episodes with all culture organisms detected; bacterial bloodstream infections; with logical imputation of missing values; reference: organisms identified by blood culture)True positives (episodes with all culture organisms detected; common bloodstream infection pathogens; raw data; reference: organisms identified by blood culture)True positives (episodes with all culture organisms detected; common bloodstream infection pathogens; with logical imputation of missing values; reference: organisms identified by blood culture)Recall (episode-level diagnostic sensitivity; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture)Recall (episode-level diagnostic sensitivity; all bloodstream infection episodes; with logical imputation of missing values; reference: organisms identified by blood culture)Recall (episode-level diagnostic sensitivity; bacterial bloodstream infections; raw data; reference: organisms identified by blood culture)Recall (episode-level diagnostic sensitivity; bacterial bloodstream infections; with logical imputation of missing values; reference: organisms identified by blood culture)Recall (episode-level diagnostic sensitivity; common bloodstream infection pathogens; raw data; reference: organisms identified by blood culture)Recall (episode-level diagnostic sensitivity; common bloodstream infection pathogens; with logical imputation of missing values; reference: organisms identified by blood culture)Recall (episode-level predictive sensitivity; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture)Recall (episode-level predictive sensitivity; all bloodstream infection episodes; with logical imputation of missing values; reference: organisms identified by blood culture)Recall (episode-level predictive sensitivity; bacterial bloodstream infections; raw data; reference: organisms identified by blood culture)Recall (episode-level predictive sensitivity; bacterial bloodstream infections; with logical imputation of missing values; reference: organisms identified by blood culture)Recall (episode-level predictive sensitivity; common bloodstream infection pathogens; raw data; reference: organisms identified by blood culture)Recall (episode-level predictive sensitivity; common bloodstream infection pathogens; with logical imputation of missing values; reference: organisms identified by blood culture)Specificity (predictive specificity; any bacterium or yeast (Burkholderia, moulds, viruses and parasites excluded); control samples without fever or infection within 7 days)Specificity (predictive specificity; common bloodstream infection pathogens; control samples without fever or infection within 7 days)True negatives (negative control samples; any bacterium or yeast (Burkholderia, moulds, viruses and parasites excluded); control samples without fever or infection within 7 days)True negatives (negative control samples; common bloodstream infection pathogens; control samples without fever or infection within 7 days)Count (evaluable episodes; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture)Count (evaluable episodes; all bloodstream infection episodes; with logical imputation of missing values; reference: organisms identified by blood culture)Count (evaluable episodes; bacterial bloodstream infections; raw data; reference: organisms identified by blood culture)Count (evaluable episodes; bacterial bloodstream infections; with logical imputation of missing values; reference: organisms identified by blood culture)Count (evaluable episodes; common bloodstream infection pathogens; raw data; reference: organisms identified by blood culture)Count (evaluable episodes; common bloodstream infection pathogens; with logical imputation of missing values; reference: organisms identified by blood culture)
Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)EvaluationDiagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2), Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)65 (best in column)73 (best in column)64 (best in column)72 (best in column)61 (best in column)68 (best in column)81·3%83·0%83·1%84·7%81·3%82·9%Not reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reported808877857582
Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)EvaluationPredictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2), Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)424442443840Not reportedNot reportedNot reportedNot reportedNot reportedNot reported51·9%51·2%53·8%53·0%51·4%50·6%Not reportedNot reportedNot reportedNot reported818678837479
Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)EvaluationPredictive specificity in control samples (Wolf et al. 2026 Table 3), Control plasma samples without fever or infection (Wolf et al. 2026)Not reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reportedNot reported82·7%88·9%134144Not reportedNot reportedNot reportedNot reportedNot reportedNot reported
All 40 result rows with coverage, uncertainty and sources
Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
88 Count (evaluable episodes; all bloodstream infection episodes; with logical imputation of missing values; reference: organisms identified by blood culture)
count · unknown

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Diagnosis (day 0 or 1)', block 'With logical imputation of missing values', column 'Evaluable episodes'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
73 True positives (episodes with all culture organisms detected; all bloodstream infection episodes; with logical imputation of missing values; reference: organisms identified by blood culture)
count · higher

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Diagnosis (day 0 or 1)', block 'With logical imputation of missing values', column 'Positive'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
83·0% Recall (episode-level diagnostic sensitivity; all bloodstream infection episodes; with logical imputation of missing values; reference: organisms identified by blood culture)
percent · higher

Uncertainty: 95% CI 73.4 to 90.1

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Diagnosis (day 0 or 1)', block 'With logical imputation of missing values', column 'Sensitivity'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
80 Count (evaluable episodes; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture)
count · unknown

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Diagnosis (day 0 or 1)', block 'Raw data', column 'Evaluable episodes'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
65 True positives (episodes with all culture organisms detected; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture)
count · higher

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Diagnosis (day 0 or 1)', block 'Raw data', column 'Positive'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
81·3% Recall (episode-level diagnostic sensitivity; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture)
percent · higher

Uncertainty: 95% CI 71.0 to 89.1

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Diagnosis (day 0 or 1)', block 'Raw data', column 'Sensitivity'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
85 Count (evaluable episodes; bacterial bloodstream infections; with logical imputation of missing values; reference: organisms identified by blood culture)
count · unknown

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Bacterial bloodstream infections (n=91)', row 'Diagnosis (day 0 or 1)', block 'With logical imputation of missing values', column 'Evaluable episodes'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
72 True positives (episodes with all culture organisms detected; bacterial bloodstream infections; with logical imputation of missing values; reference: organisms identified by blood culture)
count · higher

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Bacterial bloodstream infections (n=91)', row 'Diagnosis (day 0 or 1)', block 'With logical imputation of missing values', column 'Positive'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
84·7% Recall (episode-level diagnostic sensitivity; bacterial bloodstream infections; with logical imputation of missing values; reference: organisms identified by blood culture)
percent · higher

Uncertainty: 95% CI 75.3 to 91.6

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Bacterial bloodstream infections (n=91)', row 'Diagnosis (day 0 or 1)', block 'With logical imputation of missing values', column 'Sensitivity'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
77 Count (evaluable episodes; bacterial bloodstream infections; raw data; reference: organisms identified by blood culture)
count · unknown

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Bacterial bloodstream infections (n=91)', row 'Diagnosis (day 0 or 1)', block 'Raw data', column 'Evaluable episodes'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
64 True positives (episodes with all culture organisms detected; bacterial bloodstream infections; raw data; reference: organisms identified by blood culture)
count · higher

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Bacterial bloodstream infections (n=91)', row 'Diagnosis (day 0 or 1)', block 'Raw data', column 'Positive'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
83·1% Recall (episode-level diagnostic sensitivity; bacterial bloodstream infections; raw data; reference: organisms identified by blood culture)
percent · higher

Uncertainty: 95% CI 72.9 to 90.7

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Bacterial bloodstream infections (n=91)', row 'Diagnosis (day 0 or 1)', block 'Raw data', column 'Sensitivity'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
82 Count (evaluable episodes; common bloodstream infection pathogens; with logical imputation of missing values; reference: organisms identified by blood culture)
count · unknown

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Common bloodstream infection pathogens (n=87)', row 'Diagnosis (day 0 or 1)', block 'With logical imputation of missing values', column 'Evaluable episodes'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
68 True positives (episodes with all culture organisms detected; common bloodstream infection pathogens; with logical imputation of missing values; reference: organisms identified by blood culture)
count · higher

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Common bloodstream infection pathogens (n=87)', row 'Diagnosis (day 0 or 1)', block 'With logical imputation of missing values', column 'Positive'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
82·9% Recall (episode-level diagnostic sensitivity; common bloodstream infection pathogens; with logical imputation of missing values; reference: organisms identified by blood culture)
percent · higher

Uncertainty: 95% CI 73.0 to 90.3

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Common bloodstream infection pathogens (n=87)', row 'Diagnosis (day 0 or 1)', block 'With logical imputation of missing values', column 'Sensitivity'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
75 Count (evaluable episodes; common bloodstream infection pathogens; raw data; reference: organisms identified by blood culture)
count · unknown

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Common bloodstream infection pathogens (n=87)', row 'Diagnosis (day 0 or 1)', block 'Raw data', column 'Evaluable episodes'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
61 True positives (episodes with all culture organisms detected; common bloodstream infection pathogens; raw data; reference: organisms identified by blood culture)
count · higher

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Common bloodstream infection pathogens (n=87)', row 'Diagnosis (day 0 or 1)', block 'Raw data', column 'Positive'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
81·3% Recall (episode-level diagnostic sensitivity; common bloodstream infection pathogens; raw data; reference: organisms identified by blood culture)
percent · higher

Uncertainty: 95% CI 70.7 to 89.4

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Diagnostic sensitivity, day 0 or 1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-diagnosis

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Common bloodstream infection pathogens (n=87)', row 'Diagnosis (day 0 or 1)', block 'Raw data', column 'Sensitivity'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
86 Count (evaluable episodes; all bloodstream infection episodes; with logical imputation of missing values; reference: organisms identified by blood culture)
count · unknown

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-prediction

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Prediction (day −3 to −1)', block 'With logical imputation of missing values', column 'Evaluable episodes'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
44 True positives (episodes with all culture organisms detected; all bloodstream infection episodes; with logical imputation of missing values; reference: organisms identified by blood culture)
count · higher

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-prediction

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Prediction (day −3 to −1)', block 'With logical imputation of missing values', column 'Positive'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
51·2% Recall (episode-level predictive sensitivity; all bloodstream infection episodes; with logical imputation of missing values; reference: organisms identified by blood culture)
percent · higher

Uncertainty: 95% CI 40.1 to 62.1

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-prediction

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Prediction (day −3 to −1)', block 'With logical imputation of missing values', column 'Sensitivity'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
81 Count (evaluable episodes; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture)
count · unknown

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-prediction

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Prediction (day −3 to −1)', block 'Raw data', column 'Evaluable episodes'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
42 True positives (episodes with all culture organisms detected; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture)
count · higher

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-prediction

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Prediction (day −3 to −1)', block 'Raw data', column 'Positive'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
51·9% Recall (episode-level predictive sensitivity; all bloodstream infection episodes; raw data; reference: organisms identified by blood culture)
percent · higher

Uncertainty: 95% CI 40.5 to 63.1

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-prediction

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'All bloodstream infection episodes (n=94)', row 'Prediction (day −3 to −1)', block 'Raw data', column 'Sensitivity'
Configuration: Karius mcfDNA-Seq, all positive tests (Wolf et al. 2026)Protocol: Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)
Dataset: Bloodstream infection episodes in children and young people with high-risk leukaemia (Wolf et al. 2026)
83 Count (evaluable episodes; bacterial bloodstream infections; with logical imputation of missing values; reference: organisms identified by blood culture)
count · unknown

Uncertainty: Not applicable: Count

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Karius mcfDNA-Seq (all positive tests) on Predictive sensitivity, day -3 to -1 (Wolf et al. 2026 Table 2)

dna-pathogen-20261011-wolf2026-protocol-prediction

Aggregation: Not reported

Predicting bloodstream infection by plasma cell-free metagenomic sequencing: a prospective cohort study · Table 2, group 'Bacterial bloodstream infections (n=91)', row 'Prediction (day −3 to −1)', block 'With logical imputation of missing values', column 'Evaluable episodes'

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Claims, original sources and review scope · Release 2026-10-22-1b7cf027e4f6
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Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

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Stable ID: dna-pathogen-20261011-wolf2026-config-all

areas
microbes-communities
contexts
clinical_research
method types
conventional_pipeline
reported name
All positive tests
parameters
Any organism reported by the laboratory counts as positive.
foundation model eligible
false
access reuse
Commercial laboratory test; testing was provided by Karius as non-financial support
source locator
Methods 'Statistical analysis' paragraphs 3 and 5; Table 3 footnote
missing metadata
version: reason: unreported; note: No assay, pipeline or database version is given in the inspected text
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