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Evaluation

Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture evaluation

Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture evaluation; bounded primary-source candidate.

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These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.

Release 2026-10-07-1448159e6a81 · Evidence verified: Not verified

Evidence incomplete

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Evaluation results

1 evaluation · 1 result. Different protocols are not a single leaderboard.

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Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture configurationProtocol: Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture protocol
Dataset: Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture dataset
93.7% positive_percent_agreement_initial_blood_culture
percent · higher

Uncertainty: 95% CI 84.5–98.2%

Coverage: Not reported scored / Not reported eligible

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

Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture evaluation

amp-20261007-dna-pathogens-protocol

Aggregation: Not reported

Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source · Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Source checking is not independent reproduction. Release 2026-10-07-1448159e6a81.

Evaluation procedure

amp-20261007-dna-pathogens-protocol

Configuration
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture configuration
Protocol
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture protocol
Dataset
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture dataset
origin
Author-reported evaluation
configuration
Not reported
adaptation
Not reported
aggregation
Not reported
budget
Not reported
dataset version
Not reported
inputs
Plasma microbial cell-free DNA
metric implementation
positive_percent_agreement_initial_blood_culture
population
SEP-SEQ: 350 prospectively enrolled patients presenting to emergency department with sepsis alert; 348 had both sequencing and initial blood-culture results; initial blood-culture-positive subset n=63.
protocol id
amp-20261007-dna-pathogens-protocol
split
Prospective SEP-SEQ clinical cohort, not a model training/test split

Metadata review: source checked. Unreported conditions prevent automatic comparisons.

Reproduction

Split
Prospective SEP-SEQ clinical cohort, not a model training/test split
Adaptation
Not reported
Scoring implementation
positive_percent_agreement_initial_blood_culture

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

20 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-07-1448159e6a81
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation
Not reported
Context-only references
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source

Original source ↗

Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Version: Blauwkamp et al., Nature Microbiology 4, 663–674 (2019)
Retrieved: 2026-10-07T12:27:21.172039+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: 3256a8fc4624958df4b1c7bb84632c7021240cf9471e558b625c149827a024ba

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.aggregation
Not reported
Context-only references
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source

Original source ↗

Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Version: Blauwkamp et al., Nature Microbiology 4, 663–674 (2019)
Retrieved: 2026-10-07T12:27:21.172039+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: 3256a8fc4624958df4b1c7bb84632c7021240cf9471e558b625c149827a024ba

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.budget
Not reported
Context-only references
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source

Original source ↗

Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Version: Blauwkamp et al., Nature Microbiology 4, 663–674 (2019)
Retrieved: 2026-10-07T12:27:21.172039+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: 3256a8fc4624958df4b1c7bb84632c7021240cf9471e558b625c149827a024ba

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.dataset_version
Not reported
Context-only references
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source

Original source ↗

Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Version: Blauwkamp et al., Nature Microbiology 4, 663–674 (2019)
Retrieved: 2026-10-07T12:27:21.172039+00:00

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: 3256a8fc4624958df4b1c7bb84632c7021240cf9471e558b625c149827a024ba

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.inputs
Plasma microbial cell-free DNA
Context-only references
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source

Original source ↗

Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Version: Blauwkamp et al., Nature Microbiology 4, 663–674 (2019)
Retrieved: 2026-10-07T12:27:21.172039+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: 3256a8fc4624958df4b1c7bb84632c7021240cf9471e558b625c149827a024ba

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.metric_implementation
positive_percent_agreement_initial_blood_culture
Context-only references
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source

Original source ↗

Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Version: Blauwkamp et al., Nature Microbiology 4, 663–674 (2019)
Retrieved: 2026-10-07T12:27:21.172039+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.metric_implementation

Source artifact SHA-256: 3256a8fc4624958df4b1c7bb84632c7021240cf9471e558b625c149827a024ba

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.population
SEP-SEQ: 350 prospectively enrolled patients presenting to emergency department with sepsis alert; 348 had both sequencing and initial blood-culture results; initial blood-culture-positive subset n=63.
Context-only references
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source

Original source ↗

Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Version: Blauwkamp et al., Nature Microbiology 4, 663–674 (2019)
Retrieved: 2026-10-07T12:27:21.172039+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: 3256a8fc4624958df4b1c7bb84632c7021240cf9471e558b625c149827a024ba

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.protocol_id
amp-20261007-dna-pathogens-protocol
Context-only references
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source

Original source ↗

Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Version: Blauwkamp et al., Nature Microbiology 4, 663–674 (2019)
Retrieved: 2026-10-07T12:27:21.172039+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: 3256a8fc4624958df4b1c7bb84632c7021240cf9471e558b625c149827a024ba

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.comparison.split
Prospective SEP-SEQ clinical cohort, not a model training/test split
Context-only references
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source

Original source ↗

Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Version: Blauwkamp et al., Nature Microbiology 4, 663–674 (2019)
Retrieved: 2026-10-07T12:27:21.172039+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: 3256a8fc4624958df4b1c7bb84632c7021240cf9471e558b625c149827a024ba

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.conventional_baseline
Initial blood culture comparator in same 348 paired-result patients. Other conventional microbiological testing and composite adjudication are separate reference standards.
Context-only references
Karius 2019 plasma microbial cfDNA positive agreement with initial blood culture source

Original source ↗

Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.

Version: Blauwkamp et al., Nature Microbiology 4, 663–674 (2019)
Retrieved: 2026-10-07T12:27:21.172039+00:00

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.conventional_baseline

Source artifact SHA-256: 3256a8fc4624958df4b1c7bb84632c7021240cf9471e558b625c149827a024ba

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-10-07-1448159e6a81 · Record review: source checked

1 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: amp-20261007-dna-pathogens-evaluation

areas
dna-genomes
method types
conventional_pipeline
tasks
pathogen_detection
comparison
adaptation: Not reported; aggregation: Not reported; budget: Not reported; dataset version: Not reported; inputs: Plasma microbial cell-free DNA; metric implementation: positive_percent_agreement_initial_blood_culture; population: SEP-SEQ: 350 prospectively enrolled patients presenting to emergency department with sepsis alert; 348 had both sequencing and initial blood-culture results; initial blood-culture-positive subset n=63.; protocol id: amp-20261007-dna-pathogens-protocol; split: Prospective SEP-SEQ clinical cohort, not a model training/test split
conventional baseline
Initial blood culture comparator in same 348 paired-result patients. Other conventional microbiological testing and composite adjudication are separate reference standards.
limitations
Positive agreement uses initial blood culture as reference, which does not identify all infections. It is not sensitivity against all true infections.; Exact executable/software/database revision is not established; no foundation model and no new execution.; Composite-reference outcomes and estimates are separate endpoints; Table 2 negative composite CI54.8–70.0 conflicts with narrative55.2–70.4 and is excluded.; DNA-only plasma microbial cfDNA assay; no RNA viral detection or RNA sensitivity implied.; Primary article hosted on third-party rious168 mirror; DOI/title match publisher. Public redistribution licence absent; only compact factual table excerpt retained, original PDF retrieval hash preserved.
missing metadata
aggregation: Endpoint-specific weighting in source where noted; budget: Not extracted; no execution
origin
author_reported
protocol
amp-20261007-dna-pathogens-protocol
source locator
Blauwkamp et al. primary article Table 2, PDF page 7, Positive by initial blood culture row: NGS positive 59, NGS negative 4, Agreement 93.7%, 95% CI 84.5–98.2%. Results clinical-validation subsection calls this sensitivity.
version
Not reported
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